Open Sustain Packages

The most popular packages published from Open Sustain projects.

Zarr

Provides an efficient, scalable, and flexible way to store and access large, multi-dimensional arrays, the core data format used in climate models and observational datasets.

compressed ndimensional-arrays python zarr

Climate Change - Climate Data Standards

  • Total packages: 14
  • Total downloads: 37,778,507 downloads
  • Total docker downloads: 3,817,058
  • Total dependent packages: 521 (may contain duplicates)
  • Total dependent repositories: 2,956 (may contain duplicates)

Packages

xarray

An open source project and Python package that introduces labels in the form of dimensions, coordinates, and attributes on top of raw NumPy-like arrays, which allows for more intuitive, more concise, and less error-prone user experience.

dask netcdf numpy pandas python xarray

Climate Change - Climate Data Standards

  • Total packages: 18
  • Total downloads: 19,880,649 downloads
  • Total docker downloads: 19,430,565
  • Total dependent packages: 1,732 (may contain duplicates)
  • Total dependent repositories: 10,016 (may contain duplicates)

Packages

h5netcdf

A Python interface for the netCDF4 file format that reads and writes local or remote HDF5 files directly via h5py or h5pyd, without relying on the Unidata netCDF library.

h5py hdf5 netcdf python

Climate Change - Climate Data Standards

  • Total packages: 5
  • Total downloads: 5,476,472 downloads
  • Total docker downloads: 310,858
  • Total dependent packages: 177 (may contain duplicates)
  • Total dependent repositories: 786 (may contain duplicates)

Packages

netcdf-fortran

The Unidata network Common Data Form (netCDF) in Fortran is an interface for scientific data access and a set of freely-distributed software libraries that provide an implementation of the interface.

dataset hacktoberfest netcdf-fortran netcdf-library unidata

Climate Change - Climate Data Standards

  • Total packages: 3
  • Total downloads: 3,055,656 downloads total
  • Total dependent packages: 10 (may contain duplicates)
  • Total dependent repositories: 49 (may contain duplicates)

Packages

sunpy

A Python software package that provides fundamental tools for accessing, loading and interacting with solar physics data in Python.

astronomy astropy hacktoberfest python solar solar-physics sun sunpy

Climate Change - Earth and Climate Modeling

  • Total packages: 3
  • Total downloads: 2,638,502 downloads total
  • Total docker downloads: 90
  • Total dependent packages: 45 (may contain duplicates)
  • Total dependent repositories: 105 (may contain duplicates)

Packages

netcdf-python

The Unidata network Common Data Form (netCDF) in Python is an interface for scientific data access and a set of freely-distributed software libraries that provide an implementation of the interface.

netcdf netcdf4 python

Climate Change - Climate Data Standards

  • Total packages: 6
  • Total downloads: 2,477,747 downloads
  • Total docker downloads: 249,534
  • Total dependent packages: 725 (may contain duplicates)
  • Total dependent repositories: 4,089 (may contain duplicates)

Packages

MetPy

A collection of tools in Python for reading, visualizing and performing calculations with weather data.

atmospheric-science hacktoberfest hodograph meteorology plotting python scientific-computations skew-t weather weather-data

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 8
  • Total downloads: 1,894,143 downloads last month
  • Total docker downloads: 12
  • Total dependent packages: 49 (may contain duplicates)
  • Total dependent repositories: 180 (may contain duplicates)

Packages

IOOS Compliance Checker

A python based tool for data providers to check for completeness and community standard compliance of local or remote netCDF files against CF and ACDD file standards.

Climate Change - Climate Data Standards

  • Total packages: 2
  • Total downloads: 1,052,457 downloads last month
  • Total docker downloads: 319
  • Total dependent packages: 6 (may contain duplicates)
  • Total dependent repositories: 42 (may contain duplicates)

Packages

flopy

A Python package to create, run, and post-process MODFLOW-based models.

modeling plotting python

Natural Resources - Water Supply and Quality

  • Total packages: 2
  • Total downloads: 862,510 downloads total
  • Total docker downloads: 5,769
  • Total dependent packages: 19 (may contain duplicates)
  • Total dependent repositories: 45 (may contain duplicates)

Packages

  • conda-forge.org: flopy 835,926 downloads total
  • pypi.org: flopy 26,584 downloads last month
harp

Data harmonization toolset for scientific earth observation data.

Sustainable Development - Environmental Satellites

  • Total packages: 11
  • Total downloads: 850,205 downloads total
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

  • conda-forge.org: harp 850,205 downloads total
  • ubuntu-23.10: harp
  • debian-12: harp
  • ubuntu-24.04: harp
  • ubuntu-20.04: harp
  • ubuntu-23.04: harp
  • ubuntu-24.10: harp
  • debian-13: harp
  • debian-10: harp
  • ubuntu-22.04: harp
  • debian-11: harp
cfgrib

A Python interface to map GRIB files to the NetCDF Common Data Model following the CF Convention using ecCodes.

grib meteorology

Climate Change - Climate Data Processing and Analysis

  • Total packages: 4
  • Total downloads: 780,572 downloads
  • Total docker downloads: 1,289
  • Total dependent packages: 60 (may contain duplicates)
  • Total dependent repositories: 224 (may contain duplicates)

Packages

Landlab

An open source Python package for numerical modeling of Earth surface dynamics.

Natural Resources - Soil and Land

  • Total packages: 3
  • Total downloads: 662,223 downloads last month
  • Total docker downloads: 141
  • Total dependent packages: 11 (may contain duplicates)
  • Total dependent repositories: 38 (may contain duplicates)

Packages

pvlib-python

A set of documented functions for simulating the performance of photovoltaic energy systems.

photovoltaic python renewable-energy renewables solar-energy

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 4
  • Total downloads: 558,887 downloads last month
  • Total docker downloads: 287,304
  • Total dependent packages: 64 (may contain duplicates)
  • Total dependent repositories: 150 (may contain duplicates)

Packages

icechunk

An open-source transactional storage engine for tensor / ND-array data designed for use on cloud object storage.

cloud database xarray zarr

Climate Change - Climate Data Standards

  • Total packages: 9
  • Total downloads: 535,357 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

PCRaster

A collection of tools and software libraries tailored to the construction of spatio-temporal environmental models.

computational-geography cpp earth-science hydrology map-algebra modflow python simulation spatio-temporal-modeling

Natural Resources - Water Supply and Quality

  • Total packages: 2
  • Total downloads: 500,550 downloads total
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 7 (may contain duplicates)

Packages

cdsapi

Python API to access the Copernicus Climate Data Store.

Climate Change - Climate Data Access and Visualization

  • Total packages: 18
  • Total downloads: 495,500 downloads
  • Total docker downloads: 1,090
  • Total dependent packages: 74 (may contain duplicates)
  • Total dependent repositories: 179 (may contain duplicates)

Packages

entsoe-py

A Python client for the ENTSO-E API (European Network of Transmission System Operators for Electricity).

Energy Systems - Energy Data Accessibility and Integration

  • Total packages: 2
  • Total downloads: 432,588 downloads total
  • Total dependent packages: 9 (may contain duplicates)
  • Total dependent repositories: 28 (may contain duplicates)

Packages

  • pypi.org: entsoe-py 298,810 downloads last month
  • conda-forge.org: entsoe-py 133,778 downloads total
PyBaMM

Fast and flexible physics-based battery models in Python.

batteries battery-models hacktoberfest pybamm python simulation solvers

Energy Storage - Battery

  • Total packages: 4
  • Total downloads: 432,068 downloads total
  • Total dependent packages: 4 (may contain duplicates)
  • Total dependent repositories: 13 (may contain duplicates)

Packages

satpy

A Python library for reading and manipulating meteorological remote sensing data and writing it to various image and data file formats.

closember dask hacktoberfest python satellite weather xarray

Sustainable Development - Environmental Satellites

  • Total packages: 12
  • Total downloads: 374,032 downloads
  • Total docker downloads: 211
  • Total dependent packages: 15 (may contain duplicates)
  • Total dependent repositories: 54 (may contain duplicates)

Packages

pymt

A Python toolkit for running and coupling Earth surface models.

bmi csdms pymt python

Climate Change - Earth and Climate Modeling

  • Total packages: 2
  • Total downloads: 306,096 downloads total
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 8 (may contain duplicates)

Packages

mocsy

Routines to model ocean carbonate system thermodynamics.

Hydrosphere - Ocean Carbon and Temperature

  • Total packages: 2
  • Total downloads: 300,844 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

cf-xarray

An accessor for xarray objects that interprets CF attributes.

cf-conventions metadata xarray

Climate Change - Climate Data Standards

  • Total packages: 11
  • Total downloads: 291,980 downloads
  • Total docker downloads: 1,892
  • Total dependent packages: 61 (may contain duplicates)
  • Total dependent repositories: 75 (may contain duplicates)

Packages

Cylc

A general purpose workflow engine that also manages cycling systems very efficiently, used in production weather, climate, and environmental forecasting on HPC, but is not specialized to those domains.

cycling-workflows cylc hacktoberfest job-scheduler metascheduler python scheduler scheduling workflow workflow-automation workflow-engine workflow-management

Climate Change - Climate Data Processing and Analysis

  • Total packages: 3
  • Total downloads: 290,943 downloads total
  • Total dependent packages: 12 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

CodeCarbon

Track emissions from Compute and recommend ways to reduce their impact on the environment.

ai-ethics carbon-emissions carbon-footprint co2-emissions energy-consumption energy-efficiency fairness sustainability

Consumption - Computation and Communication

  • Total packages: 6
  • Total downloads: 278,449 downloads last month
  • Total docker downloads: 430,060
  • Total dependent packages: 39 (may contain duplicates)
  • Total dependent repositories: 807 (may contain duplicates)

Packages

oce

An R package for oceanographic processing.

oceanography r

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 3
  • Total downloads: 262,262 downloads last month
  • Total docker downloads: 1,466
  • Total dependent packages: 14 (may contain duplicates)
  • Total dependent repositories: 35 (may contain duplicates)

Packages

wavespectra

An open source project for working with ocean wave spectral data.

coastal-engineering data-analysis ocean ocean-sciences ocean-waves oceanography python spectra statistics wave wave-modelling wave-spectra xarray

Hydrosphere - Waves and Currents

  • Total packages: 3
  • Total downloads: 238,624 downloads total
  • Total docker downloads: 122
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

pandapower

An easy to use open source tool for power system modeling, analysis and optimization with a high degree of automation.

analysis loadflow optimization power powerflow python short-circuit state-estimation system

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 3
  • Total downloads: 233,129 downloads last month
  • Total docker downloads: 289
  • Total dependent packages: 28 (may contain duplicates)
  • Total dependent repositories: 75 (may contain duplicates)

Packages

BikeshareClient

Dotnet library for integrating with GBFS bikeshare systems.

bikeshare bikeshare-systems gbfs netstandard

Consumption - Mobility and Transportation

  • Total packages: 2
  • Total downloads: 213,975 downloads total
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

Integrated Valuation of Ecosystem Services and Tradeoffs

A family of tools for quantifying the values of natural capital in clear, credible, and practical ways.

ecosystem-services geospatial gis

Sustainable Development - Sustainable Investment

  • Total packages: 2
  • Total downloads: 212,268 downloads last month
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 8 (may contain duplicates)

Packages

Py-ART

A data model driven interactive toolkit for working with weather radar data.

closember data-visualization hacktoberfest pyart python radar-processing weather-radars

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 5
  • Total downloads: 206,630 downloads
  • Total docker downloads: 1,117
  • Total dependent packages: 13 (may contain duplicates)
  • Total dependent repositories: 29 (may contain duplicates)

Packages

MONET

An open-source project and Python package that aims to create a common platform for atmospheric composition data analysis for weather and air quality models.

air arl cmaq noaa python quality verification visualization

Atmosphere - Atmospheric Chemistry and Aerosol

  • Total packages: 3
  • Total downloads: 197,425 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

USGS

A Python module for interfacing with the US Geological Survey's API.

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 8
  • Total downloads: 183,848 downloads total
  • Total dependent packages: 6 (may contain duplicates)
  • Total dependent repositories: 16 (may contain duplicates)

Packages

ecmwf-opendata

A package to simplify the download of ECMWF open data.

Climate Change - Climate Data Access and Visualization

  • Total packages: 2
  • Total downloads: 180,880 downloads last month
  • Total docker downloads: 11
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 8 (may contain duplicates)

Packages

LCAx

The goal for LCAx is to make an open, machine and human-readable data format for exchanging LCA results, EPD's and assemblies.

Industrial Ecology - Life Cycle Assessment

  • Total packages: 9
  • Total downloads: 161,037 downloads last month
  • Total dependent packages: 6 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

palmerpenguins

The palmerpenguins data contains size measurements for three penguin species observed on three islands in the Palmer Archipelago, Antarctica.

Biosphere - Avian Monitoring and Analysis

  • Total packages: 3
  • Total downloads: 153,675 downloads
  • Total docker downloads: 48,971
  • Total dependent packages: 39 (may contain duplicates)
  • Total dependent repositories: 151 (may contain duplicates)

Packages

URBANopt CLI

An EnergyPlus- and OpenStudio-based simulation platform for district, campus, and neighborhood-scale energy modeling, including thermal and electrical analysis.

Consumption - Buildings and Heating

  • Total packages: 2
  • Total downloads: 134,157 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

ixmp

A data warehouse for high-powered scenario analysis, with interfaces to Python and R for efficient scientific workflows and effective data pre- and post-processing, and a structured database backend for version-controlled data management.

data-warehouse energy-system integrated-assessment modeling-tool open-source

Climate Change - Integrated Assessment and Climate Policy

  • Total packages: 2
  • Total downloads: 134,137 downloads total
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 7 (may contain duplicates)

Packages

  • conda-forge.org: ixmp 131,587 downloads total
  • pypi.org: ixmp 2,550 downloads last month
pynco

Contains the module Python nco, which implements a Python style access to the NetCDF Operators (NCO).

Climate Change - Climate Data Processing and Analysis

  • Total packages: 3
  • Total downloads: 132,387 downloads total
  • Total docker downloads: 155
  • Total dependent packages: 6 (may contain duplicates)
  • Total dependent repositories: 36 (may contain duplicates)

Packages

  • conda-forge.org: pynco 130,266 downloads total
  • pypi.org: nco 2,121 downloads last month
  • pypi.org: pynco
vegan

Ordination methods, diversity analysis and other functions for community and vegetation ecologists.

ecological-modelling ecology ordination r

Biosphere - Ecological and Environmental Modeling

  • Total packages: 1
  • Total downloads: 130,926 downloads last month
  • Total docker downloads: 966,380
  • Total dependent packages: 218
  • Total dependent repositories: 563

Packages

  • cran.r-project.org: vegan 130,926 downloads last month
cmocean

Colormap setup for standardizing commonly-plotting oceanographic variables.

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 3
  • Total downloads: 130,303 downloads
  • Total docker downloads: 647
  • Total dependent packages: 77 (may contain duplicates)
  • Total dependent repositories: 295 (may contain duplicates)

Packages

SlideRule Earth

Process ICESat2 datasets in the cloud through REST API calls to SlideRule web services.

Sustainable Development - Environmental Satellites

  • Total packages: 3
  • Total downloads: 129,569 downloads total
  • Total dependent packages: 4 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

MPAS-Analysis

Analysis for simulations produced with Model for Prediction Across Scales (MPAS) components and the Energy Exascale Earth System Model (E3SM), which used those components.

climate-analysis climate-model e3sm mpas mpas-analysis

Climate Change - Climate Data Processing and Analysis

  • Total packages: 3
  • Total downloads: 128,357 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

Siphon

A collection of Python utilities for retrieving atmospheric and oceanic data from remote sources, focusing on being able to retrieve data from Unidata data technologies.

hacktoberfest netcdf python thredds thredds-catalogs unidata

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 4
  • Total downloads: 126,462 downloads
  • Total docker downloads: 4,062
  • Total dependent packages: 22 (may contain duplicates)
  • Total dependent repositories: 98 (may contain duplicates)

Packages

pyam

A Python package for data-wrangling, analysis and visualization of integrated-assessment scenarios and energy systems modeling results.

analysis energy-systems iamc-format integrated-assessment integrated-assessment-scenarios macro-energy modeling pyam scenario scenario-data timeseries-format visualization

Climate Change - Integrated Assessment and Climate Policy

  • Total packages: 3
  • Total downloads: 123,631 downloads total
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

worrms

A R client for the World Register of Marine Species.

api-wrapper biological-data biology fish jerico-relevant marine-biology marine-species r r-package rstats taxize taxonomy

Biosphere - Marine Life and Fishery

  • Total packages: 2
  • Total downloads: 121,796 downloads total
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

xclim

A library of derived climate variables, i.e. climate indicators, based on xarray.

anuclim climate-analysis climate-science dask icclim netcdf4 python xarray xclim

Climate Change - Climate Data Processing and Analysis

  • Total packages: 4
  • Total downloads: 120,203 downloads
  • Total docker downloads: 88
  • Total dependent packages: 15 (may contain duplicates)
  • Total dependent repositories: 45 (may contain duplicates)

Packages

cellpy

Extract and tweak data from electro-chemical tests of battery cells.

battery chemistry data-analysis electrochemistry opensource physics

Energy Storage - Battery

  • Total packages: 2
  • Total downloads: 119,875 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

  • conda-forge.org: cellpy 118,149 downloads total
  • pypi.org: cellpy 1,726 downloads last month
Power Grid Model

A library for steady-state distribution power system analysis distributed for Python and C.

cpp eigen3 numpy powerflow powersystem python shortcircuit stateestimation

Energy Systems - Grid Analysis and Planning

  • Total packages: 3
  • Total downloads: 115,083 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

gcpy

A Python-based toolkit containing useful functions for working specifically with the GEOS-Chem model of atmospheric chemistry and composition.

atmospheric-chemistry atmospheric-modelling benchmarking cartopy cloud-computing geos-chem numpy plots plotting-in-python python python-toolkit scientific-computing visualization-tools xarray

Atmosphere - Atmospheric Chemistry and Aerosol

  • Total packages: 3
  • Total downloads: 115,005 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

mHM

The mesoscale Hydrological Model.

mHM

Hydrosphere - Freshwater and Hydrology

  • Total packages: 1
  • Total downloads: 108,332 downloads total
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • conda-forge.org: mhm 108,332 downloads total
gridstatus

Provides standardized API to access energy data from the major Independent System Operators in the United States.

co2-emissions decarbonization electrical-grid energy python

Energy Systems - Energy Data Accessibility and Integration

  • Total packages: 1
  • Total downloads: 104,382 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 1

Packages

  • pypi.org: gridstatus 104,382 downloads last month
kerchunk

A library that provides a unified way to represent a variety of chunked, compressed data formats (e.g. NetCDF, HDF5, GRIB), allowing efficient access to the data from traditional file systems or cloud object storage.

hacktoberfest python

Climate Change - Climate Data Standards

  • Total packages: 3
  • Total downloads: 93,938 downloads
  • Total docker downloads: 369
  • Total dependent packages: 11 (may contain duplicates)
  • Total dependent repositories: 26 (may contain duplicates)

Packages

ocpp

Python implementation of the Open Charge Point Protocol.

client electric-vehicles framework hacktoberfest ocpp server

Consumption - Mobility and Transportation

  • Total packages: 1
  • Total downloads: 89,966 downloads last month
  • Total docker downloads: 18
  • Total dependent packages: 4
  • Total dependent repositories: 18

Packages

  • pypi.org: ocpp 89,966 downloads last month
pydap

An implementation of the Opendap/DODS protocol, written from scratch in pure Python, that allows researchers to access NASA Earth science data from a variety of programs.

dap data dods opendap science

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 2
  • Total downloads: 89,447 downloads last month
  • Total docker downloads: 970
  • Total dependent packages: 27 (may contain duplicates)
  • Total dependent repositories: 111 (may contain duplicates)

Packages

  • pypi.org: pydap 89,447 downloads last month
  • conda-forge.org: pydap
argopy

A global network of nearly 4000 autonomous probes measuring pressure, temperature and salinity from the surface to 2000m depth every 10 days.

argo argo-data argo-floats oceanography python

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 2
  • Total downloads: 87,159 downloads total
  • Total docker downloads: 211
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 14 (may contain duplicates)

Packages

  • conda-forge.org: argopy 85,159 downloads total
  • pypi.org: argopy 2,000 downloads last month
leafmap

A Python package for geospatial analysis and interactive mapping in a Jupyter environment.

data-science dataviz folium geoparquet geopython geospatial geospatial-analysis gis ipyleaflet jupyter jupyter-notebook leafmap mapping plotly python solara streamlit streamlit-webapp whiteboxtools

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 3
  • Total downloads: 84,368 downloads last month
  • Total docker downloads: 237
  • Total dependent packages: 23 (may contain duplicates)
  • Total dependent repositories: 212 (may contain duplicates)

Packages

SHARPpy

A collection of open source sounding and hodograph analysis routines, a sounding plotting package, and an interactive, cross-platform application for analyzing real-time soundings all written in Python.

hodograph meteorology skew-t sounding

Atmosphere - Atmospheric Composition and Dynamics

  • Total packages: 4
  • Total downloads: 76,973 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

uxarray

Xarray extension for unstructured climate and global weather data analysis and visualization.

geoscience ugrid unstructured-grids

Climate Change - Climate Data Processing and Analysis

  • Total packages: 4
  • Total downloads: 73,828 downloads
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

windrose

A graphic tool used by meteorologists to give a succinct view of how wind speed and direction are typically distributed at a particular location.

matplotlib numpy pandas python speed wind windrose

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 3
  • Total downloads: 69,073 downloads last month
  • Total docker downloads: 6,594
  • Total dependent packages: 10 (may contain duplicates)
  • Total dependent repositories: 44 (may contain duplicates)

Packages

spocc

An R package to query and collect species occurrence data from many sources.

antweb api bison data ebird ecoengine gbif idigbio inaturalist obis occurrence r r-package rstats species species-occurrence spocc vertnet

Biosphere - Biodiversity Data Access and Management

  • Total packages: 2
  • Total downloads: 68,609 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

origin

A set of toolkits that together provide a system for issuance and management of Energy Attribute Certificates.

Energy Systems - Energy Markets

  • Total packages: 78
  • Total downloads: 68,463 downloads last month
  • Total docker downloads: 620
  • Total dependent packages: 370 (may contain duplicates)
  • Total dependent repositories: 103 (may contain duplicates)

Packages

opendsm

An open source Python package for implementing and developing standard methods for calculating normalized metered energy consumption and avoided energy use.

building-energy efficiency energy energy-data energy-efficiency

Energy Systems - Building Energy Monitoring

  • Total packages: 1
  • Total downloads: 66,346 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • pypi.org: opendsm 66,346 downloads last month
icepyx

Python tools for obtaining and working with ICESat-2 data.

closember community-driven hacktoberfest icesat-2 python3

Cryosphere - Glacier and Ice Sheets

  • Total packages: 3
  • Total downloads: 61,181 downloads total
  • Total docker downloads: 29
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 8 (may contain duplicates)

Packages

sentinelhub-py

Download and process satellite imagery in Python using Sentinel Hub services.

aws ogc-services python-library satellite-imagery sentinel-hub

Sustainable Development - Environmental Satellites

  • Total packages: 3
  • Total downloads: 60,402 downloads last month
  • Total docker downloads: 11,801
  • Total dependent packages: 13 (may contain duplicates)
  • Total dependent repositories: 89 (may contain duplicates)

Packages

PlantCV

Plant phenotyping using computer vision.

bioinformatics image-analysis plant-phenotyping plantcv science

Biosphere - Plants and Vegetation

  • Total packages: 3
  • Total downloads: 59,755 downloads last month
  • Total docker downloads: 162
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 25 (may contain duplicates)

Packages

pyIEM

A collection of Python support things that make my weather processing work, work.

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 4
  • Total downloads: 58,257 downloads total
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 7 (may contain duplicates)

Packages

rvertnet

An R Wrapper to the VertNet API, a collaborative project that makes biodiversity data free and available on the web.

api-wrapper biodiversity r r-package rstats specimen spocc vertnet

Biosphere - Biodiversity Data Access and Management

  • Total packages: 3
  • Total downloads: 53,947 downloads total
  • Total docker downloads: 88,629
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

wdpar

R Interface to the World Database on Protected Areas.

biodiversity conservation cran data database protected-areas r r-package rstats spatial

Biosphere - Conservation and Restoration

  • Total packages: 3
  • Total downloads: 53,803 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

Raven

Made to help scientists run hydrological modeling experiments with climate change projections.

birdhouse gis hydrology pavics wps

Hydrosphere - Freshwater and Hydrology

  • Total packages: 4
  • Total downloads: 52,313 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

NCDatasets.jl

Allows one to read and create netCDF files, with data sets and attribute lists behaving like Julia dictionaries and variables like Julia arrays, and it implements the CommonDataModel.jl interface.

climate-and-forecast-conventions climatology earth-observation julia meteorology netcdf oceanography opendap

Climate Change - Climate Data Standards

  • Total packages: 1
  • Total downloads: 49,027 downloads last month
  • Total dependent packages: 69
  • Total dependent repositories: 9

Packages

  • juliahub.com: NCDatasets 49,027 downloads last month
xCDAT

An extension of xarray for climate data analysis on structured grids.

cdat cf-conventions climate-analysis climate-data climate-data-analysis climate-research climate-science climate-sciences cmip cmip6 e3sm earth-system earth-system-data earth-system-science pcmdi python xarray xcdat

Climate Change - Climate Data Processing and Analysis

  • Total packages: 3
  • Total downloads: 47,200 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

Particula

An Python-based aerosol simulator. Particula captures gas-particle interactions, transformations, and dynamics to power predictive aerosol science.

aerosol atmosphere model package particle research science simulation

Atmosphere - Atmospheric Chemistry and Aerosol

  • Total packages: 2
  • Total downloads: 46,497 downloads total
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

  • conda-forge.org: particula 46,268 downloads total
  • pypi.org: particula 229 downloads last month
openAMUNDSEN

A fully distributed model, designed primarily for resolving the mass and energy balance of snow and ice covered surfaces in mountain regions.

Cryosphere - Sea Ice

  • Total packages: 3
  • Total downloads: 46,171 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

tobac

A Python package for identifiying, tracking and analysing of clouds and other meteorological phenomena in different types of gridded datasets.

cloud tracking

Atmosphere - Atmospheric Chemistry and Aerosol

  • Total packages: 2
  • Total downloads: 45,588 downloads total
  • Total docker downloads: 317
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

  • conda-forge.org: tobac 45,226 downloads total
  • pypi.org: tobac 362 downloads last month
Herbie

A Python package that downloads recent and archived numerical weather prediction model output from different cloud archive sources.

big-data-program cfgrib download ecmwf-data gfs grib grib2 hrrr noaa-data nomads numerical-weather-prediction open-data python rap xarray

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 3
  • Total downloads: 45,520 downloads
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

thermo

Thermodynamics, phase equilibrium, transport properties and chemical database component of Chemical Engineering Design Library.

chemical-engineering cheminformatics chemistry combustion density environmental-engineering equation-of-state heat-capacity mechanical-engineering molecule physics process-simulation solubility surface-tension thermal-conductivity thermodynamics vapor-pressure viscosity

Renewable Energy - Geothermal Energy

  • Total packages: 2
  • Total downloads: 44,948 downloads last month
  • Total dependent packages: 12 (may contain duplicates)
  • Total dependent repositories: 19 (may contain duplicates)

Packages

  • pypi.org: thermo 44,948 downloads last month
  • conda-forge.org: thermo
co2.js

A npm module for accessing the green web API, and estimating the carbon emissions from using digital services.

carbon-estimates co2 co2-emissions non-profit open-source sustainability

Consumption - Computation and Communication

  • Total packages: 2
  • Total downloads: 43,841 downloads last month
  • Total docker downloads: 36,880,715
  • Total dependent packages: 6 (may contain duplicates)
  • Total dependent repositories: 25 (may contain duplicates)

Packages

rgee

An R binding package for calling Google Earth Engine API from within R.

earth-engine earthengine google-earth-engine googleearthengine r spatial-analysis spatial-data

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 2
  • Total downloads: 42,771 downloads total
  • Total docker downloads: 21,622
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 13 (may contain duplicates)

Packages

  • conda-forge.org: r-rgee 40,971 downloads total
  • cran.r-project.org: rgee 1,800 downloads last month
eeExtra

A ninja Python package that unifies the Google Earth Engine ecosystem.

dataviz earth-engine geographic-information-systems gis google-earth-engine javascript landsat modis python python3 r remote-sensing rstats satellite-imagery sentinel

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 2
  • Total downloads: 42,563 downloads last month
  • Total docker downloads: 163
  • Total dependent packages: 4 (may contain duplicates)
  • Total dependent repositories: 23 (may contain duplicates)

Packages

icclim

Python library for climate indices and climate indicators calculation.

calculation-climate climate-indicators climate-indices climate-simulations icclim netcdf python python-library python-package xarray xclim

Climate Change - Climate Data Processing and Analysis

  • Total packages: 3
  • Total downloads: 42,275 downloads total
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

env_canada

Provides access to various data sources published by Environment and Climate Change Canada.

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 11
  • Total downloads: 40,815 downloads
  • Total docker downloads: 757,189,253
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 19 (may contain duplicates)

Packages

downscaleR

An R package for empirical-statistical downscaling focusing on daily data and covering the most popular approaches (bias correction, Model Output Statistics, Perfect Prognosis) and techniques (e.g. quantile mapping, regression, analogs, neural networks).

Climate Change - Climate Downscaling

  • Total packages: 3
  • Total downloads: 39,484 downloads total
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

fairchem

Use AI to model and discover new catalysts for use in renewable energy storage to help in addressing climate change.

Renewable Energy - Hydro Energy

  • Total packages: 6
  • Total downloads: 38,717 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

GT4Py

Library for generating high-performance implementations of stencil kernels for weather and climate modeling from a domain-specific language.

Climate Change - Climate Data Processing and Analysis

  • Total packages: 3
  • Total downloads: 38,665 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

mosartwmpy

A Python translation of MOSART-WM, a model for water routing and reservoir management written in Fortran.

Natural Resources - Water Supply and Quality

  • Total packages: 4
  • Total downloads: 38,446 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

pyOpenRiverCam

Surface velocity, object tracking, and river flow measurements in an open-source API.

computer-vision hydrology hydrometry velocimetry

Hydrosphere - Freshwater and Hydrology

  • Total packages: 3
  • Total downloads: 37,099 downloads total
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

CLIVAR ENSO Metrics

CLIVAR ENSO Metrics package proposes metric collections addressing science questions about the evaluation of El Niño-Southern Oscillation in climate models.

Climate Change - Climate Data Processing and Analysis

  • Total packages: 3
  • Total downloads: 35,982 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

sentinelsat

Makes searching, downloading and retrieving the metadata of Sentinel satellite images from the Copernicus Open Access Hub easy.

copernicus esa geographic-data hacktoberfest open-data remote-sensing satellite-imagery sentinel

Sustainable Development - Environmental Satellites

  • Total packages: 4
  • Total downloads: 34,859 downloads last month
  • Total docker downloads: 1,422
  • Total dependent packages: 13 (may contain duplicates)
  • Total dependent repositories: 164 (may contain duplicates)

Packages

forecast-solar

Asynchronous Python client for getting solarpanels forecast information.

api async client solarpanels

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 11
  • Total downloads: 34,594 downloads
  • Total docker downloads: 757,191,493
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 16 (may contain duplicates)

Packages

tsam

A Python package which uses different machine learning algorithms for the aggregation of time series.

aggregation clustering energy-system optimization python time-series timeseries typical-periods

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 4
  • Total downloads: 31,251 downloads
  • Total dependent packages: 7 (may contain duplicates)
  • Total dependent repositories: 29 (may contain duplicates)

Packages

PyFlowline

A mesh independent river network generator for hydrologic models.

earth-system-model gis graph hydrology river

Hydrosphere - Freshwater and Hydrology

  • Total packages: 2
  • Total downloads: 31,198 downloads total
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

openEO

Provides intuitive programming libraries to process a wide variety of earth observation datasets.

earth-observation openeo python remote-sensing

Sustainable Development - Environmental Satellites

  • Total packages: 3
  • Total downloads: 31,164 downloads
  • Total dependent packages: 5 (may contain duplicates)
  • Total dependent repositories: 11 (may contain duplicates)

Packages

wetterdienst

Trying to make access to weather data in Python feel like a warm summer breeze.

canada data deutscher-wetterdienst dwd eccc germany historical-data hydrology meteorology open-data open-source radar time-series uk united-states weather weather-api weather-forecast weather-station weatherservice

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 3
  • Total downloads: 30,700 downloads
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

taxizedb

Automatically converts supported taxonomic databases into SQLite for unified querying, with support for the National Center for Biotechnology Information Taxonomy, the Integrated Taxonomic Information System, World Flora Online, the Catalogue of Life, the Global Biodiversity Information Facility, and Wikidata.

itis r r-package rstats taxize taxonomic-databases taxonomy

Sustainable Development - Taxonomy and Ontology

  • Total packages: 3
  • Total downloads: 30,557 downloads last month
  • Total docker downloads: 88,618
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 10 (may contain duplicates)

Packages

biodivMapR

An R package for α- and β-diversity mapping using remotely-sensed images.

biodiversity diversity-mapping hyperspectral-imaging remote-sensing sentinel-2 tropical-forest

Biosphere - Biodiversity Analysis and Metrics

  • Total packages: 3
  • Total downloads: 30,255 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

pycontrails

Python library for modeling aviation climate impacts.

library

Climate Change - Earth and Climate Modeling

  • Total packages: 2
  • Total downloads: 28,136 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

OceanSpy

An open source and user-friendly Python package that enables scientists and interested amateurs to analyze and visualize ocean model datasets.

ocean oceanography physical-oceanography

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 3
  • Total downloads: 27,994 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

Iris

A powerful, format-agnostic, community-driven Python package for analyzing and visualizing Earth science data.

data-analysis earth-science grib iris meteorology netcdf oceanography python spaceweather visualisation

Climate Change - Climate Data Processing and Analysis

  • Total packages: 3
  • Total downloads: 27,162 downloads
  • Total docker downloads: 491
  • Total dependent packages: 13 (may contain duplicates)
  • Total dependent repositories: 24 (may contain duplicates)

Packages

PyPSA

A free software toolbox for simulating and optimizing modern power systems that include features such as conventional generators with unit commitment, variable wind and solar generation, storage units, coupling to other energy sectors, and mixed alternating and direct current networks.

capacity-expansion-planning clean-energy climate-change electrical-engineering electricity energy energy-system energy-system-model energy-system-modelling energy-systems loadflow optimal-power-flow optimisation power-flow power-systems power-systems-analysis powerflow python renewable-energy renewables

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 4
  • Total downloads: 27,044 downloads last month
  • Total docker downloads: 204
  • Total dependent packages: 8 (may contain duplicates)
  • Total dependent repositories: 46 (may contain duplicates)

Packages

aioelectricitymaps

Asynchronous Python client for Electricity Maps.

asyncio electricity-maps-api python python-client python-library python3

Emissions - Carbon Intensity and Accounting

  • Total packages: 12
  • Total downloads: 26,909 downloads
  • Total docker downloads: 14
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

The IDAES Toolkit

Aims to provide multi-scale, simulation-based, open source computational tools and models to support the design, analysis, optimization, scale-up, operation and troubleshooting of innovative, advanced energy systems.

chemical-engineering idaesplus process-modeling process-systems-engineering

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 3
  • Total downloads: 24,757 downloads
  • Total dependent packages: 7 (may contain duplicates)
  • Total dependent repositories: 8 (may contain duplicates)

Packages

dataretrieval-python

A Python alternative to USGS-R's dataRetrieval package for obtaining USGS or EPA water quality data, streamflow data, and metadata directly from web services.

Natural Resources - Water Supply and Quality

  • Total packages: 3
  • Total downloads: 23,651 downloads
  • Total dependent packages: 8 (may contain duplicates)
  • Total dependent repositories: 11 (may contain duplicates)

Packages

EODAG

Gives you an easy way to access products from more than 10 earth observation providers, with more than 50 different product types (Sentinel 1, Sentinel 2, Sentinel 3, Landsat, etc.) that can be searched and downloaded.

catalog cbers copernicus downloader earth-observation eodag geographic-data geospatial gis landsat modis remote-sensing satellite-imagery search sentinel spatial-imagery stac

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 4
  • Total downloads: 23,503 downloads last month
  • Total dependent packages: 6 (may contain duplicates)
  • Total dependent repositories: 9 (may contain duplicates)

Packages

windpowerlib

A library to model the output of wind turbines and farms.

energy model modelling power wind

Renewable Energy - Wind Energy

  • Total packages: 3
  • Total downloads: 23,260 downloads
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 7 (may contain duplicates)

Packages

solax

Read energy usage data from the real-time API on Solax solar inverters.

home-automation iot photovoltaic raspberry-pi solar solax

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 11
  • Total downloads: 23,015 downloads
  • Total docker downloads: 757,208,562
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 631 (may contain duplicates)

Packages

Fisheries Stock Assessment

Provides R functions to conduct typical introductory fisheries analyses.

fish fisheries fisheries-management fisheries-stock-assessment population-dynamics r stock-assessment

Biosphere - Marine Life and Fishery

  • Total packages: 4
  • Total downloads: 21,268 downloads last month
  • Total docker downloads: 23,400
  • Total dependent packages: 13 (may contain duplicates)
  • Total dependent repositories: 22 (may contain duplicates)

Packages

OceansDB

A database of marine reference data like climatologies and bathymetry.

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 3
  • Total downloads: 20,180 downloads total
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

xgcm

A Python package for analyzing general circulation model output data.

climate-model finite-volume gridded-data python

Climate Change - Climate Data Processing and Analysis

  • Total packages: 4
  • Total downloads: 19,828 downloads
  • Total docker downloads: 272
  • Total dependent packages: 16 (may contain duplicates)
  • Total dependent repositories: 78 (may contain duplicates)

Packages

Intake-esm

An intake plugin for parsing an Earth System Model catalog and loading assets into xarray datasets.

cesm-lens climate-datasets cmip6 data-access data-catalog earth-system-model hacktoberfest intake pangeo

Climate Change - Climate Data Access and Visualization

  • Total packages: 2
  • Total downloads: 19,115 downloads
  • Total docker downloads: 1,563
  • Total dependent packages: 18 (may contain duplicates)
  • Total dependent repositories: 86 (may contain duplicates)

Packages

elapid

Species distribution modeling tools, including a Python implementation of Maxent.

biodiversity-informatics biogeography geospatial maxent niche-modelling species-distribution-modelling

Biosphere - Species Distribution Modeling

  • Total packages: 3
  • Total downloads: 18,723 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

GSW-Python

This Python implementation of the Thermodynamic Equation of Seawater 2010.

Hydrosphere - Ocean Carbon and Temperature

  • Total packages: 4
  • Total downloads: 18,625 downloads last month
  • Total docker downloads: 325
  • Total dependent packages: 40 (may contain duplicates)
  • Total dependent repositories: 159 (may contain duplicates)

Packages

HydroFunctions

A suite of convenience functions for working with hydrology data in an interactive Python session.

hydrology scientific-visualization water

Natural Resources - Water Supply and Quality

  • Total packages: 3
  • Total downloads: 18,416 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 15 (may contain duplicates)

Packages

Water Network Tool for Resilience

A Python package designed to simulate and analyze resilience of water distribution networks.

modeling ord python research simulation water

Natural Resources - Water Supply and Quality

  • Total packages: 2
  • Total downloads: 18,180 downloads last month
  • Total docker downloads: 9
  • Total dependent packages: 6 (may contain duplicates)
  • Total dependent repositories: 22 (may contain duplicates)

Packages

  • pypi.org: wntr 18,180 downloads last month
  • conda-forge.org: wntr
DetecTree

A Pythonic library to classify tree/non-tree pixels from aerial imagery.

image-segmentation python remote-sensing tree-canopy tree-detection tree-pixels

Biosphere - Forest Remote Sensing

  • Total packages: 3
  • Total downloads: 17,806 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

HexWatershed

A mesh independent flow direction model for hydrologic models.

depression-filling flow-direction flow-routing gis graph hydrology river-networks terrain-analysis unstructured-meshes visualisation watershed

Hydrosphere - Freshwater and Hydrology

  • Total packages: 2
  • Total downloads: 17,716 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

OasisLMF

An open source catastrophe modelling platform, free to use by anyone.

catastrophe-model catastrophe-modelling hazard insurance loss reinsurance risk vulnerability

Climate Change - Natural Hazard and Storms

  • Total packages: 1
  • Total downloads: 17,598 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 4

Packages

  • pypi.org: oasislmf 17,598 downloads last month
Egret

A Python-based package for electrical grid optimization based on the Pyomo optimization modeling language.

energy-system milp minlp nlp optimization power powerflow python snl-applications snl-science-libs

Energy Systems - Grid Analysis and Planning

  • Total packages: 1
  • Total downloads: 17,207 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 4

Packages

SpeedyWeather.jl

A global spectral atmospheric model with simple physics which is developed as a research playground with an everything-flexible attitude as long as it is speedy.

Atmosphere - Atmospheric Composition and Dynamics

  • Total packages: 5
  • Total downloads: 15,802 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

RRTMGP.jl

A Julia implementation of Rapid and accurate Radiative Transfer Model for General Circulation Models.

Atmosphere - Radiative Transfer

  • Total packages: 3
  • Total downloads: 15,730 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

pvcaptest

Collection of functions and Jupyter Notebooks to partially automate running a capacity test following ASTM E2848.

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 2
  • Total downloads: 15,404 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

Bristlecone

An F# library for model-fitting model-selection (MFMS) of ecological models to observational data. The library was developed for tree ring analysis, but can be used for other time-series modelling problems.

dendroecology mechanistic-models time-series

Biosphere - Forest Modeling and Analysis

  • Total packages: 5
  • Total downloads: 15,172 downloads total
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

cfdm

Fully implements the CF data model for its internal data structures and so is able to process any CF-compliant dataset.

aggregation atmosphere cf climate dask data data-compression forecasting metadata netcdf ocean python ugrid zarr

Climate Change - Climate Data Standards

  • Total packages: 2
  • Total downloads: 15,168 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

  • pypi.org: cfdm 15,168 downloads last month
  • conda-forge.org: cfdm
OpenQuake

Allows users to compute seismic hazard and seismic risk of earthquakes on a global scale.

cluster earthquakes hazard hazard-assessment hpc openquake openquake-engine psha python risk risk-analysis risk-assessment scientific-computing sdg-11 seismic

Climate Change - Natural Hazard and Storms

  • Total packages: 3
  • Total downloads: 14,999 downloads last month
  • Total docker downloads: 80
  • Total dependent packages: 7 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

MESMER

Stochastically creates Earth System Model-specific spatio-temporally correlated climate variable field realizations at a negligible computational cost.

Climate Change - Earth and Climate Modeling

  • Total packages: 4
  • Total downloads: 14,826 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

FAIR

Finite Amplitude Impulse-Response simple climate-carbon-cycle model.

Climate Change - Earth and Climate Modeling

  • Total packages: 1
  • Total downloads: 14,346 downloads last month
  • Total docker downloads: 278
  • Total dependent packages: 3
  • Total dependent repositories: 13

Packages

  • pypi.org: fair 14,346 downloads last month
pyflwdir

Fast methods to work with hydro- and topography data in pure Python.

basins d8 hydrography hydrology ldd topography watershed

Hydrosphere - Freshwater and Hydrology

  • Total packages: 4
  • Total downloads: 13,829 downloads
  • Total dependent packages: 9 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

wrf-python

A collection of diagnostic and interpolation routines for use with output from the Weather Research and Forecasting Model.

python wrf wrf-arw

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 4
  • Total downloads: 13,095 downloads
  • Total docker downloads: 184
  • Total dependent packages: 5 (may contain duplicates)
  • Total dependent repositories: 32 (may contain duplicates)

Packages

Scaphandre

An open source software agent to track energy consumption of ICT services from the servers.

carbon-footprint electricity electricity-consumption electricity-meter energy energy-consumption energy-efficiency energy-monitor greenit hacktoberfest measure prometheus qemu rust rust-lang sustainability virtual-machine virtual-machines wattmeter watts

Consumption - Computation and Communication

  • Total packages: 7
  • Total downloads: 12,935 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

tesla_powerwall

Python Tesla Powerwall API for consuming a local endpoint.

api battery powerwall powerwall-api powerwall-status python tesla tesla-powerwall

Consumption - Mobility and Transportation

  • Total packages: 13
  • Total downloads: 12,703 downloads
  • Total docker downloads: 757,189,574
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 596 (may contain duplicates)

Packages

etl

A compute graph for loading and transforming Our World in Data's data.

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 1
  • Total downloads: 12,612 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 6

Packages

pyfor

Tools for analyzing aerial point clouds of forest data.

forest-inventory forestry las lidar

Biosphere - Forest Remote Sensing

  • Total packages: 2
  • Total downloads: 12,518 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

  • conda-forge.org: pyfor 12,359 downloads total
  • pypi.org: pyfor 159 downloads last month
xskillscore

An open source project and Python package that provides verification metrics of deterministic (and probabilistic from properscoring) forecasts with xarray.

forecasting metrics pangeo verification

Climate Change - Climate Data Processing and Analysis

  • Total packages: 4
  • Total downloads: 12,183 downloads
  • Total docker downloads: 293
  • Total dependent packages: 10 (may contain duplicates)
  • Total dependent repositories: 34 (may contain duplicates)

Packages

DeepForest

Python Package for Tree Crown Detection in Airborne RGB imagery.

Biosphere - Forest Remote Sensing

  • Total packages: 4
  • Total downloads: 11,734 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 12 (may contain duplicates)

Packages

SDEverywhere

The framework for system dynamics models created for the global climate simulator En-ROADS, the climate policy simulator C-ROADS and the Energy Policy Simulator.

Climate Change - Integrated Assessment and Climate Policy

  • Total packages: 18
  • Total downloads: 11,669 downloads last month
  • Total dependent packages: 29 (may contain duplicates)
  • Total dependent repositories: 13 (may contain duplicates)

Packages

pythermalcomfort

Package to calculate several thermal comfort indices (e.g. PMV, PPD, SET, adaptive) and convert physical variables.

Consumption - Buildings and Heating

  • Total packages: 3
  • Total downloads: 11,139 downloads last month
  • Total docker downloads: 38,775
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

leaflet-velocity

Create a canvas visualization layer for direction and intensity of arbitrary velocities (e.g. wind, ocean current).

current leaflet ocean velocity visualisation visualization water weather wind

Hydrosphere - Waves and Currents

  • Total packages: 2
  • Total downloads: 11,110 downloads
  • Total docker downloads: 767
  • Total dependent packages: 9 (may contain duplicates)
  • Total dependent repositories: 58 (may contain duplicates)

Packages

lidR

An R package for airborne LiDAR data manipulation and visualization for forestry application.

als forestry las laz lidar point-cloud r remote-sensing

Biosphere - Forest Remote Sensing

  • Total packages: 4
  • Total downloads: 10,789 downloads
  • Total docker downloads: 990,939
  • Total dependent packages: 10 (may contain duplicates)
  • Total dependent repositories: 23 (may contain duplicates)

Packages

floris

A controls-oriented engineering wake modeling framework for evaluating the impact of wind farm controls on AEP and wind farm design.

Renewable Energy - Wind Energy

  • Total packages: 1
  • Total downloads: 10,778 downloads last month
  • Total dependent packages: 3
  • Total dependent repositories: 11

Packages

  • pypi.org: floris 10,778 downloads last month
HYDROLIB-core

Serves as the basis for various pre- and postprocessing tools for a modelling workflow of hydrodynamic simulations.

Hydrosphere - Freshwater and Hydrology

  • Total packages: 1
  • Total downloads: 10,511 downloads last month
  • Total dependent packages: 3
  • Total dependent repositories: 4

Packages

ecoinvent_interface

This is an unofficial and unsupported Python library to get ecoinvent data, a life cycle inventory database for fuels, energy, chemicals and plastics, batteries, building and construction, waste, agriculture, forestry and wood, pulp and paper, metals, and transport.

Industrial Ecology - Life Cycle Assessment

  • Total packages: 1
  • Total downloads: 10,510 downloads last month
  • Total dependent packages: 2
  • Total dependent repositories: 0

Packages

EOReader

A remote-sensing opensource Python library reading optical and SAR constellations, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

cosmo-skymed earth-observation geopandas iceye landsat maxar planetscope pleiades radarsat rasterio remote-sensing saocom sar satellite-imagery sentinel-1 sentinel-2 sentinel-3 terrasar worldview xarray

Sustainable Development - Environmental Satellites

  • Total packages: 3
  • Total downloads: 10,380 downloads last month
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

pyswmm

Python Wrapper for Stormwater Management Model.

hydraulic-modeling hydrology-stormwater-analysis python stormwater swmm swmm5

Natural Resources - Water Supply and Quality

  • Total packages: 2
  • Total downloads: 10,285 downloads last month
  • Total docker downloads: 40
  • Total dependent packages: 4 (may contain duplicates)
  • Total dependent repositories: 8 (may contain duplicates)

Packages

pandapipes

A pipeflow calculation tool that complements pandapower in the simulation of multi energy grids, in particular heat and gas networks.

distribution-networks district-heating gas-network-simulation hydrogen multi-energy-systems pipe-network water-network-distribution

Energy Storage - Hydrogen

  • Total packages: 3
  • Total downloads: 9,955 downloads
  • Total dependent packages: 4 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

RiverREM

Make river relative elevation models and REM visualizations from an input digital elevation model.

digital-elevation-model lidar visualization

Hydrosphere - Freshwater and Hydrology

  • Total packages: 3
  • Total downloads: 9,897 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

climetlab

A Python package aiming at simplifying access to climate and meteorological datasets, allowing users to focus on science instead of technical issues such as data access and data formats.

Climate Change - Climate Data Access and Visualization

  • Total packages: 1
  • Total downloads: 9,830 downloads last month
  • Total docker downloads: 11
  • Total dependent packages: 9
  • Total dependent repositories: 19

Packages

  • pypi.org: climetlab 9,830 downloads last month
goes2go

Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.

big-data-program download glm goes goes-16 goes-17 goes-satellite netcdf noaa-satellite open-data python satellite satellite-data satellite-imagery xarray

Sustainable Development - Environmental Satellites

  • Total packages: 2
  • Total downloads: 9,727 downloads
  • Total docker downloads: 35
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

  • pypi.org: goes2go 9,727 downloads last month
  • conda-forge.org: goes2go
Pymagicc

A Python wrapper around the reduced complexity climate model.

climate-model magicc-model python-wrapper

Climate Change - Earth and Climate Modeling

  • Total packages: 3
  • Total downloads: 9,605 downloads last month
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

eurostat R package

R tools to access open data from Eurostat, the statistical office of the European Union.

cran eurostat eurostat-data r r-package ropengov

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 3
  • Total downloads: 9,448 downloads
  • Total docker downloads: 42,869
  • Total dependent packages: 8 (may contain duplicates)
  • Total dependent repositories: 16 (may contain duplicates)

Packages

pvfactors

Open source view-factor model for diffuse shading and bifacial PV modeling.

bifacial python renewable-energy solar-energy

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 2
  • Total downloads: 9,315 downloads last month
  • Total docker downloads: 74
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

earthkit

A project led by ECMWF, providing powerful tools for speeding up weather and climate science workflows by simplifying data access, processing, analysis, visualisation and much more.

earthkit

Climate Change - Climate Data Processing and Analysis

  • Total packages: 1
  • Total downloads: 9,118 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

  • pypi.org: earthkit 9,118 downloads last month
Cloud Carbon Footprint

A tool to estimate energy use (kilowatt-hours) and carbon emissions (metric tons CO2e) from public cloud usage.

carbon-emissions carbon-footprint climate cloud hacktoberfest sustainability thoughtworks

Consumption - Computation and Communication

  • Total packages: 16
  • Total downloads: 8,997 downloads last month
  • Total docker downloads: 152
  • Total dependent packages: 55 (may contain duplicates)
  • Total dependent repositories: 143 (may contain duplicates)

Packages

wradlib

Designed to assist you in the most important steps of processing weather radar data.

hacktoberfest hdfs netcdf4 python radar rainbow sigmet weather wradlib xarray

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 1
  • Total downloads: 8,938 downloads last month
  • Total docker downloads: 14,597
  • Total dependent packages: 5
  • Total dependent repositories: 12

Packages

  • pypi.org: wradlib 8,938 downloads last month
pymrio

Multi-Regional Input-Output Analysis in Python.

calculations input-output-analysis mrio python

Industrial Ecology - Input Output Model

  • Total packages: 3
  • Total downloads: 8,748 downloads last month
  • Total docker downloads: 62
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 10 (may contain duplicates)

Packages

spatialEco

R package for spatial analysis and modelling of ecological systems.

biodiversity conservation cran ecology r r-package r-spatial raster spatial vector

Biosphere - Ecological and Environmental Modeling

  • Total packages: 2
  • Total downloads: 8,539 downloads last month
  • Total dependent packages: 5 (may contain duplicates)
  • Total dependent repositories: 13 (may contain duplicates)

Packages

ClimaSeaIce.jl

A library that empowers users to configure and run simulations of sea ice freezing, melting, and horizontal motion on the large time and spatial scales appropriate for climate modeling.

Cryosphere - Sea Ice

  • Total packages: 1
  • Total downloads: 8,483 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

biosteam

The Biorefinery Simulation and Techno-Economic Analysis Modules.

biochemical-process bioprocess biorefinery centrifuge chemical-engineering distillation fermentation flash heat-exchanger life-cycle-assessment monte-carlo process-simulation pump reactor sensitivity-analysis techno-economic-analysis thermodynamics unit-operation

Renewable Energy - Bioenergy

  • Total packages: 1
  • Total downloads: 8,450 downloads last month
  • Total dependent packages: 2
  • Total dependent repositories: 3

Packages

  • pypi.org: biosteam 8,450 downloads last month
Urban Weather Generator

A Python application for modeling the urban heat island effect.

Climate Change - Earth and Climate Modeling

  • Total packages: 2
  • Total downloads: 8,388 downloads last month
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

open-MaStR

Download and process German energy data from BNetzA database Marktstammdatenregister.

dataset datasets energy energy-data marktstammdatenregister oep open-energy-family python solar

Energy Systems - Energy Data Accessibility and Integration

  • Total packages: 3
  • Total downloads: 8,352 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

pygbif

Making the data of the Global Biodiversity Information Facility API accessible via Python.

api biodiversity data ecology gbif

Biosphere - Biodiversity Data Access and Management

  • Total packages: 2
  • Total downloads: 8,348 downloads last month
  • Total docker downloads: 8,425
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 24 (may contain duplicates)

Packages

SimBench

The objective of the research project SimBench is the development of a benchmark dataset to support research in grid planning and operation.

Energy Systems - Grid Analysis and Planning

  • Total packages: 3
  • Total downloads: 8,285 downloads
  • Total dependent packages: 6 (may contain duplicates)
  • Total dependent repositories: 9 (may contain duplicates)

Packages

atlite

Light-weight version of Aarhus RE Atlas for converting weather data to power systems data.

csp dynamic-line-rating energy energy-system energy-systems era5 gis heat-pump potentials pv python reanalysis renewable-energy renewable-timeseries solar wind

Energy Systems - Renewable Energy Integration

  • Total packages: 3
  • Total downloads: 8,220 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 18 (may contain duplicates)

Packages

WOMBAT

Windfarm Operations & Maintenance cost-Benefit Analysis Tool.

operations-maintenance python3 simpy simulation wind-energy

Renewable Energy - Wind Energy

  • Total packages: 1
  • Total downloads: 7,731 downloads last month
  • Total docker downloads: 1,716
  • Total dependent packages: 1
  • Total dependent repositories: 1

Packages

  • pypi.org: wombat 7,731 downloads last month
solar-data-tools

Data analysis tools for working with historical PV solar time-series data sets.

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 1
  • Total downloads: 7,719 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 4

Packages

Earth2Studio

A Python-based package designed to get users up and running with AI weather and climate models fast. Our mission is to enable everyone to build, research and explore AI driven meteorology.

ai climate-science deep-learning weather

Climate Change - Earth and Climate Modeling

  • Total packages: 1
  • Total downloads: 7,648 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

Tropycal

A Python package intended to simplify the process of retrieving and analyzing tropical cyclone data, both for past storms and in real time.

Climate Change - Natural Hazard and Storms

  • Total packages: 2
  • Total downloads: 7,606 downloads
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 26 (may contain duplicates)

Packages

rotl

An R package to interact with the Open Tree of Life data APIs.

peer-reviewed phylogeny r r-package rstats taxonomy

Biosphere - Biodiversity Data Access and Management

  • Total packages: 3
  • Total downloads: 7,515 downloads last month
  • Total docker downloads: 200,502
  • Total dependent packages: 5 (may contain duplicates)
  • Total dependent repositories: 16 (may contain duplicates)

Packages

physrisk

Primarily designed to run 'bottom-up' calculations that model the impact of climate hazards on large numbers of individual assets including natural and operations.

Sustainable Development - Sustainable Investment

  • Total packages: 3
  • Total downloads: 7,302 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

HELICS

Today the core uses are in the energy domain, where there is extensive and growing support for a wide-range of electric power system, natural gas, communications and control-schemes, transportation, buildings, and related domain tools.

co-simulation hacktoberfest power-grids simulation simulation-framework

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 5
  • Total downloads: 7,297 downloads
  • Total docker downloads: 77
  • Total dependent packages: 5 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

EPyT

A Common programming framework for research and development in the growing field of smart water networks.

epanet epanet-matlab-toolkit epanet-python-toolkit network python simulation water

Natural Resources - Water Supply and Quality

  • Total packages: 3
  • Total downloads: 7,162 downloads
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

imdlib

Download and handle binary grided data from Indian Meterological department.

gridded-data imd python

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 1
  • Total downloads: 7,132 downloads last month
  • Total docker downloads: 8
  • Total dependent packages: 0
  • Total dependent repositories: 3

Packages

  • pypi.org: imdlib 7,132 downloads last month
giscoR

An R API package that helps to retrieve data from Eurostat Geographic Information System of the Commission.

api-wrapper cran cran-r eurostat eurostat-data ggplot2 gis gisco r r-package ropengov rstats spatial thematic-maps

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 3
  • Total downloads: 7,041 downloads last month
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

glaes

Geospatial Land Availability for Energy Systems.

energy geospatial geospatial-analysis python renewable-energy

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 3
  • Total downloads: 6,756 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

tespy

Provides a powerful simulation toolkit for thermal engineering plants such as power plants, district heating systems or heat pumps.

cooling energy-system exergy heating powerplant process-engineering python refrigeration simulation thermodynamic-cycles thermodynamics

Consumption - Buildings and Heating

  • Total packages: 3
  • Total downloads: 6,752 downloads
  • Total dependent packages: 4 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

RivGraph

Extracting and quantifying graphical representations of river and delta channel networks from binary masks.

manuscript python

Hydrosphere - Freshwater and Hydrology

  • Total packages: 3
  • Total downloads: 6,736 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

BreizhCrops

A Satellite Time Series Dataset for Crop Type Identification.

Consumption - Agriculture and Nutrition

  • Total packages: 1
  • Total downloads: 6,712 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 4

Packages

cf-python

A CF-compliant Earth Science data analysis library.

cf cfdm cfunits data-analysis earth-science metadata netcdf pp python um

Climate Change - Climate Data Standards

  • Total packages: 1
  • Total downloads: 6,691 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 9

Packages

  • pypi.org: cf-python 6,691 downloads last month
PyPowSyBl

A Python library for modelling and simulating power grids by providing bindings to the powsybl Java framework.

cgmes load-flow loadflow power-flow power-system power-system-analysis power-system-simulation powerflow python

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 3
  • Total downloads: 6,615 downloads
  • Total dependent packages: 4 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

rredlist

An R client for the IUCN Red List of threatened and endangered species.

api-wrapper biodiversity conservation iucn iucn-red-list r r-package rstats taxize

Biosphere - Biodiversity Data Access and Management

  • Total packages: 3
  • Total downloads: 6,601 downloads last month
  • Total docker downloads: 200,502
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

SynopticPy

Gives you access to real-time and historical surface-based weather and environmental observations for thousands of stations.

mesonet mesowest polars python synoptic-api weather

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 1
  • Total downloads: 6,499 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

PVMismatch

An explicit Python PV system IV & PV curve trace calculator which can also calculate mismatch.

numpy photovoltaic python scipy solar

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 2
  • Total downloads: 6,439 downloads last month
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

WISDEM

Wind Plant Integrated System Design and Engineering Model.

openmdao systems-engineering wind wisdem

Renewable Energy - Wind Energy

  • Total packages: 1
  • Total downloads: 6,432 downloads last month
  • Total dependent packages: 2
  • Total dependent repositories: 0

Packages

  • pypi.org: wisdem 6,432 downloads last month
Aurora

An atmospheric foundation machine learning model initially trained on vast amounts of data to predict atmospheric variables like temperature, which can then be adapted to specialized atmospheric forecasting tasks with relatively little additional data.

atmospheric-chemistry aurora-model deep-learning foundation-models ocean-waves tropical-cyclone-tracking weather-prediction

Atmosphere - Atmospheric Composition and Dynamics

  • Total packages: 2
  • Total downloads: 6,394 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

metR

Several functions and utilities that make R better for handling meteorological data in the tidy data paradigm.

atmospheric-science ggplot2 r r-package rstats visualization

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 4
  • Total downloads: 6,377 downloads
  • Total docker downloads: 42,058
  • Total dependent packages: 23 (may contain duplicates)
  • Total dependent repositories: 31 (may contain duplicates)

Packages

biomod2

A computer platform for ensemble forecasting of species distributions, enabling the treatment of a range of methodological uncertainties in models and the examination of species-environment relationships.

Biosphere - Species Distribution Modeling

  • Total packages: 2
  • Total downloads: 6,308 downloads
  • Total docker downloads: 1,430
  • Total dependent packages: 7 (may contain duplicates)
  • Total dependent repositories: 11 (may contain duplicates)

Packages

  • cran.r-project.org: biomod2 6,308 downloads last month
  • conda-forge.org: r-biomod2
ACT

The Atmospheric data Community Toolkit is an open source Python toolkit for working with atmospheric time-series datasets of varying dimensions.

atmospheric-science corrections meteorological-data meteorology retrieval time-series visualization

Atmosphere - Atmospheric Composition and Dynamics

  • Total packages: 4
  • Total downloads: 5,919 downloads
  • Total docker downloads: 1,095
  • Total dependent packages: 5 (may contain duplicates)
  • Total dependent repositories: 20 (may contain duplicates)

Packages

Py6S

A Python interface to the 6S Radiative Transfer Model.

atmosphere python radiative-transfer remote-sensing satellite science

Atmosphere - Radiative Transfer

  • Total packages: 4
  • Total downloads: 5,839 downloads
  • Total dependent packages: 5 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

pygfunction

An open source toolbox for the evaluation of thermal response factors of geothermal borehole fields.

Renewable Energy - Geothermal Energy

  • Total packages: 3
  • Total downloads: 5,768 downloads last month
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

Zeus

A Framework for Deep Learning Energy Measurement and Optimization.

deep-learning energy mlsys

Consumption - Computation and Communication

  • Total packages: 4
  • Total downloads: 5,765 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

  • crates.io: zeusd 2,171 downloads total
  • crates.io: zeus 1,491 downloads total
  • pypi.org: zeus 1,456 downloads last month
  • pypi.org: zeus-ml 647 downloads last month
HyperCoast

A Python package for visualizing and analyzing hyperspetral data in coastal regions.

aviris coastal emit geospatial hyperspectral ipyleaflet ipywidgets leafmap nasa nasa-pace neon pace python

Hydrosphere - Coastal and Reefs

  • Total packages: 3
  • Total downloads: 5,458 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

oemof-solph

A model generator for energy system modeling and optimization.

energy energy-system modelling modelling-framework

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 2
  • Total downloads: 5,343 downloads last month
  • Total dependent packages: 7 (may contain duplicates)
  • Total dependent repositories: 23 (may contain duplicates)

Packages

MUSICA

A collection of modeling software, tools, and grids, that allow for robust modeling of chemistry in Earth's atmosphere.

Atmosphere - Atmospheric Chemistry and Aerosol

  • Total packages: 4
  • Total downloads: 5,197 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

  • pypi.org: musica 4,230 downloads last month
  • npmjs.org: @ncar/musica 939 downloads last month
  • juliahub.com: Musica 28 downloads last month
  • spack.io: musica
ENMeval

R package for automated runs and evaluations of ecological niche models.

Biosphere - Species Distribution Modeling

  • Total packages: 1
  • Total downloads: 5,190 downloads last month
  • Total docker downloads: 11
  • Total dependent packages: 5
  • Total dependent repositories: 16

Packages

  • cran.r-project.org: ENMeval 5,190 downloads last month
dataRetrieval

This R package is designed to obtain USGS or EPA water quality sample data, streamflow data and metadata directly from web services.

r r-package rstats usgs

Natural Resources - Water Supply and Quality

  • Total packages: 3
  • Total downloads: 5,166 downloads last month
  • Total docker downloads: 42,194
  • Total dependent packages: 10 (may contain duplicates)
  • Total dependent repositories: 50 (may contain duplicates)

Packages

pvanalytics

Quality control, filtering, feature labeling, and other tools for working with data from photovoltaic energy systems.

photovoltaic python renewable-energy renewables solar-energy

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 2
  • Total downloads: 5,164 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

GreenForce

National energy transmission system operator data hub developing to support change toward decarbonised economies.

angular dotnet energy energy-origin green-energy-hub monorepo nx typescript

Energy Systems - Grid Management and Microgrid

  • Total packages: 3
  • Total downloads: 5,082 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

premise

Coupling Integrated Assessment Models output with Life Cycle Assessment.

ecoinvent energy inventory lifecycle transport

Industrial Ecology - Life Cycle Assessment

  • Total packages: 2
  • Total downloads: 4,962 downloads last month
  • Total dependent packages: 5 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

  • pypi.org: premise 2,683 downloads last month
  • pypi.org: unfold 2,279 downloads last month
Pywr

Simulates customisable water allocation and operation rules throughout complex multi-purpose managed water systems at each user-defined time-step.

hydrology water-resources

Natural Resources - Water Supply and Quality

  • Total packages: 4
  • Total downloads: 4,956 downloads last month
  • Total docker downloads: 230
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

OGGM

A modular open source model for glacier dynamics.

calving climate glacier global ice-dynamics mass-balance model python sea-level

Cryosphere - Glacier and Ice Sheets

  • Total packages: 3
  • Total downloads: 4,849 downloads
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

Grid2Op

A testbed platform to model sequential decision making in power systems.

grid2op gym-environments powergrid powergrid-operation reinforcement-learning reinforcement-learning-environments

Energy Systems - Grid Analysis and Planning

  • Total packages: 1
  • Total downloads: 4,829 downloads last month
  • Total dependent packages: 8
  • Total dependent repositories: 16

Packages

  • pypi.org: grid2op 4,829 downloads last month
eBird API

eBird API provides a set of wrapper functions for accessing the end-points in the eBird API 2.0.

api ebird python

Biosphere - Avian Monitoring and Analysis

  • Total packages: 3
  • Total downloads: 4,769 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

pyunicorn

An object-oriented Python package for advanced analysis and modelling of complex networks such as climate networks, a way of applying complex network theory to the climate system by assuming that each node represents a varying dynamical system.

Climate Change - Earth and Climate Modeling

  • Total packages: 2
  • Total downloads: 4,712 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

NREL Wind Turbine Power Curve Archive

The purpose of this archive is to compile public wind turbine data in one place for easy access.

Renewable Energy - Wind Energy

  • Total packages: 1
  • Total downloads: 4,568 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

node-gtfs

Import GTFS transit data into SQLite and query routes, stops, times, fares and more.

geojson gtfs node-gtfs public-transportation sqlite transit transit-data

Consumption - Mobility and Transportation

  • Total packages: 2
  • Total downloads: 4,504 downloads last month
  • Total docker downloads: 16
  • Total dependent packages: 11 (may contain duplicates)
  • Total dependent repositories: 43 (may contain duplicates)

Packages

  • npmjs.org: gtfs 4,426 downloads last month
  • npmjs.org: @swiftstar/gtfs 78 downloads last month
PowerAPI

A middleware toolkit for building software-defined power meters.

energy energy-monitoring green-computing inria power-meter python

Consumption - Computation and Communication

  • Total packages: 4
  • Total downloads: 4,375 downloads last month
  • Total docker downloads: 49
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

Agridat

An extensive collection of datasets from agricultural experiments.

data rstats

Consumption - Agriculture and Nutrition

  • Total packages: 1
  • Total downloads: 4,361 downloads last month
  • Total docker downloads: 23,032
  • Total dependent packages: 8
  • Total dependent repositories: 8

Packages

  • cran.r-project.org: agridat 4,361 downloads last month
pygef

Simple parser for soil properties measurements.

gef geotechnical-engineering pygef python

Natural Resources - Soil and Land

  • Total packages: 1
  • Total downloads: 4,290 downloads last month
  • Total dependent packages: 3
  • Total dependent repositories: 2

Packages

  • pypi.org: pygef 4,290 downloads last month
PowerSimData

Is part of a Python software ecosystem developed by Breakthrough Energy Sciences to carry out power flow study in the U.S. electrical grid.

Energy Systems - Grid Analysis and Planning

  • Total packages: 3
  • Total downloads: 4,199 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

impedance.py

A Python package for working with electro-chemical impedance data.

battery corrosion electrochemistry fuel-cell impedance lithium-ion

Energy Storage - Battery

  • Total packages: 3
  • Total downloads: 4,193 downloads
  • Total dependent packages: 6 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

TEASER

Tool for Energy Analysis and Simulation for Efficient Retrofit.

buildings hacktoberfest maintained python simulation tool urban-energy-modeling

Consumption - Buildings and Heating

  • Total packages: 3
  • Total downloads: 4,094 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

Breeze.jl

Limited area LES-to-mesoscale atmosphere simulations based on Oceananigans.

Atmosphere - Atmospheric Composition and Dynamics

  • Total packages: 1
  • Total downloads: 4,020 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • juliahub.com: Breeze 4,020 downloads last month
carbonintensity-api

Rust library to retrieve regional carbon intensity data from the UK National Grid.

carbon-intensity carbon-intensity-api national-grid rust-lang

Emissions - Carbon Intensity and Accounting

  • Total packages: 1
  • Total downloads: 4,014 downloads total
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

HydroMT

An open-source Python package that facilitates the process of building and analyzing spatial geoscientific models with a focus on water system model.

geoscience hydrodynamics hydrology modeling

Hydrosphere - Freshwater and Hydrology

  • Total packages: 4
  • Total downloads: 3,954 downloads
  • Total dependent packages: 8 (may contain duplicates)
  • Total dependent repositories: 10 (may contain duplicates)

Packages

pyinaturalist

Python client for iNaturalist, a community science platform that helps people get involved in the natural world by observing and identifying the living things around them.

api api-client biodiversity biodiversity-data biodiversity-informatics citizen-science inaturalist python

Biosphere - Biodiversity Citizen Science

  • Total packages: 3
  • Total downloads: 3,912 downloads
  • Total dependent packages: 5 (may contain duplicates)
  • Total dependent repositories: 16 (may contain duplicates)

Packages

Digital Earth Australia Notebooks

Hosts Jupyter Notebooks, Python scripts and workflows for analysing Digital Earth Australia (DEA) satellite data and derived products.

digitalearthaustralia documentation earth-observation earthobservation geoscienceaustralia geospatial-data jupyter-notebook landsat opendatacube python remote-sensing remotesensing satellite-imagery sentinel-2 xarray

Sustainable Development - Knowledge Platforms

  • Total packages: 1
  • Total downloads: 3,905 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 5

Packages

  • pypi.org: dea-tools 3,905 downloads last month
CloudnetPy

A Python software designed for producing vertical profiles of cloud properties from ground-based remote sensing measurements.

Atmosphere - Atmospheric Chemistry and Aerosol

  • Total packages: 2
  • Total downloads: 3,857 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

Pastas

An open-source Python framework for the analysis of groundwater time series.

analysis groundwater hydrology pastas python timeseries

Hydrosphere - Freshwater and Hydrology

  • Total packages: 3
  • Total downloads: 3,842 downloads
  • Total dependent packages: 4 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

brightway2

An open source framework for life cycle assessment.

bw2 documentation life-cycle-assessment python

Industrial Ecology - Life Cycle Assessment

  • Total packages: 1
  • Total downloads: 3,821 downloads last month
  • Total dependent packages: 14
  • Total dependent repositories: 24

Packages

Wurst

A python package for linking and modifying industrial ecology models, with a focus on sparse matrices in life cycle assessment.

Industrial Ecology - Life Cycle Assessment

  • Total packages: 1
  • Total downloads: 3,688 downloads last month
  • Total dependent packages: 8
  • Total dependent repositories: 5

Packages

  • pypi.org: wurst 3,688 downloads last month
solarpy

This package aims to provide a reliable solar radiation model, mainly based on the work of Duffie, J.A., and Beckman, W. A., 1974, 'Solar energy thermal processes'.

beam-irradiance flight-simulation modeling photovoltaic python simulation solar-cells solar-energy sun-position

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 1
  • Total downloads: 3,675 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 2

Packages

  • pypi.org: solarpy 3,675 downloads last month
mvgam

Dynamic generalised additive models for forecasting discrete ecological time series.

bayesian-statistics dynamic-factor-models ecological-modelling forecasting gaussian-process generalised-additive-models generalized-additive-models joint-species-distribution-modelling multilevel-models multivariate-timeseries rstats stan time-series-analysis timeseries vector-autoregression vectorautoregression

Biosphere - Ecological and Environmental Modeling

  • Total packages: 2
  • Total downloads: 3,644 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

experiment-impact-tracker

Meant to be a simple drop-in method to track energy usage, carbon emissions, and compute utilization of your system.

Consumption - Computation and Communication

  • Total packages: 3
  • Total downloads: 3,501 downloads
  • Total docker downloads: 11
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

scikit-maad

Enables quantitative analysis of environmental audio, offering tools for processing, segmenting, and computing acoustic features.

acoustic-indices bioacoustics ecoacoustics pattern-recognition signal-processing sound-pressure-level

Biosphere - Bioacoustics and Acoustic Data Analysis

  • Total packages: 1
  • Total downloads: 3,495 downloads last month
  • Total docker downloads: 107
  • Total dependent packages: 7
  • Total dependent repositories: 68

Packages

Metview Python bindings

Python interface to Metview, a meteorological workstation and batch system for accessing, examining, manipulating and visualising meteorological data.

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 3
  • Total downloads: 3,375 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

pySTEPS

An open-source and community-driven Python library for probabilistic precipitation nowcasting, i.e. short-term ensemble prediction systems.

advection ensemble-prediction forecast-verification hydrology nowcasting optical-flow precipitation rainfall rainfall-prediction stochastic-processes weather weather-radar

Natural Resources - Water Supply and Quality

  • Total packages: 4
  • Total downloads: 3,347 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

ESGF PyClient

A Python package designed for interacting with the Earth System Grid Federation system.

esgf logon opendap search

Climate Change - Climate Data Access and Visualization

  • Total packages: 1
  • Total downloads: 3,300 downloads last month
  • Total docker downloads: 616
  • Total dependent packages: 3
  • Total dependent repositories: 15

Packages

ClimaLand.jl

Create and run land models in integrated or standalone modes.

climate gpu julia land land-surface-model

Natural Resources - Soil and Land

  • Total packages: 1
  • Total downloads: 3,281 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 0

Packages

  • juliahub.com: ClimaLand 3,281 downloads last month
Tools for the iTEM databases

Contains tools for two databases maintained by iTEM, the International Transport Energy Modeling consortium.

Consumption - Mobility and Transportation

  • Total packages: 1
  • Total downloads: 3,224 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

SPEI

Computing the Standardized Precipitation-Evapotranspiration Index and other reference evapotranspiration.

Natural Resources - Water Supply and Quality

  • Total packages: 2
  • Total downloads: 3,221 downloads
  • Total docker downloads: 42,037
  • Total dependent packages: 8 (may contain duplicates)
  • Total dependent repositories: 34 (may contain duplicates)

Packages

  • cran.r-project.org: SPEI 3,221 downloads last month
  • conda-forge.org: r-spei
eo-tides

Provides powerful parallelized tools for integrating satellite Earth observation data with tide modelling.

coastal coastal-modelling earth-observation ocean-modelling oceanography remote-sensing satellite-data tide-modelling tides tidesandcurrents

Hydrosphere - Waves and Currents

  • Total packages: 2
  • Total downloads: 3,208 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

Thermofeel

A library to calculate human thermal comfort indexes.

Consumption - Buildings and Heating

  • Total packages: 1
  • Total downloads: 3,193 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

Quartz Solar Forecast

The aim of the project is to build an open source PV forecast that is free and easy to use.

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 3
  • Total downloads: 3,190 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

MaaS Global

Mobility as a Service API - data model, tests and validation.

mobility mobility-as-a-service transportation

Consumption - Mobility and Transportation

  • Total packages: 3
  • Total downloads: 3,068 downloads last month
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

Skyborn

A comprehensive Python package for climate data analysis, featuring advanced statistical methods, emergent constraint techniques, and data conversion utilities.

atmospheric-science climate climate-change meteorology meteorology-library physics python statistical-analysis

Climate Change - Climate Data Processing and Analysis

  • Total packages: 1
  • Total downloads: 2,987 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • pypi.org: skyborn 2,987 downloads last month
OpenDER

Aims to accurately represent steady-state and dynamic behaviors of inverter-based distributed energy resources.

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 3
  • Total downloads: 2,907 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

ALUMET

A modular tool that measures energy consumption and performance metrics of CPU and GPU.

cloud-computing edge-computing energy-consumption energy-efficiency hpc-systems kubernetes monitoring profiling research-paper rust sustainability wattmeter

Consumption - Computation and Communication

  • Total packages: 2
  • Total downloads: 2,900 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

r4ss

A fisheries stock assessment model written by Rick Methot.

fisheries fisheries-stock-assessment r rstats stock-synthesis

Biosphere - Marine Life and Fishery

  • Total packages: 2
  • Total downloads: 2,859 downloads last month
  • Total docker downloads: 141
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 19 (may contain duplicates)

Packages

Radiant MLHub Python Client

Open community commons for geospatial training data, machine learning models, and standards to encourage collaboration and share information.

machine-learning python python-3 python-client satellite-imagery stac

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 3
  • Total downloads: 2,846 downloads
  • Total dependent packages: 5 (may contain duplicates)
  • Total dependent repositories: 21 (may contain duplicates)

Packages

Solar Forecast Arbiter

Core data gathering, validation, processing, and reporting package for the Solar Forecast Arbiter.

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 2
  • Total downloads: 2,811 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

WaterTAP

Create an open-source water treatment model library that is compatible with the IDAES Platform.

idaes-pse idaesplus watertap

Natural Resources - Water Supply and Quality

  • Total packages: 1
  • Total downloads: 2,754 downloads last month
  • Total dependent packages: 3
  • Total dependent repositories: 1

Packages

  • pypi.org: watertap 2,754 downloads last month
ESMValCore

Core functionalities for the ESMValTool, a community diagnostic and performance metrics tool for routine evaluation of Earth System Models in the Climate Model Intercomparison Project.

Climate Change - Climate Data Processing and Analysis

  • Total packages: 2
  • Total downloads: 2,723 downloads last month
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

OpenConcept

A toolkit for conceptual MDAO of aircraft with unconventional propulsion architectures.

Consumption - Mobility and Transportation

  • Total packages: 2
  • Total downloads: 2,719 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

python-dwca-reader

A Python package to read and parse Darwin Core Archive (DwC-A) files, as produced by the GBIF website, the IPT and many other biodiversity informatics tools.

biodiversity biodiversity-informatics biodiversity-standards dwc gbif python

Biosphere - Biodiversity Data Cleaning and Standardization

  • Total packages: 4
  • Total downloads: 2,716 downloads
  • Total docker downloads: 8,101
  • Total dependent packages: 5 (may contain duplicates)
  • Total dependent repositories: 12 (may contain duplicates)

Packages

BlackMarblePy

A Python package that provides a simple way to use nighttime lights data from NASA's Black Marble project that provides a product suite of daily, monthly and yearly global nighttime lights.

blackmarble datapartnership nasa nasa-data nasa-earth-data nightlights nighttime-lights raster-data viirs worldbank zonal-statistics

Sustainable Development - Environmental Satellites

  • Total packages: 2
  • Total downloads: 2,682 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

PySDM

Pythonic particle-based warm-rain/aqueous-chemistry cloud microphysics package.

atmospheric-modelling atmospheric-physics cuda gpu gpu-computing monte-carlo-simulation numba nvrtc particle-system physics-simulation pint pypi-package python research simulation thrust

Atmosphere - Atmospheric Chemistry and Aerosol

  • Total packages: 4
  • Total downloads: 2,648 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

AQP

Algorithms for Quantitative Pedology is a collection of code, ideas, documentation, and examples wrapped-up into several R packages.

digital-soil-mapping ncss-tech nrcs pedology pedometrics soil soil-survey usda

Natural Resources - Soil and Land

  • Total packages: 3
  • Total downloads: 2,637 downloads last month
  • Total docker downloads: 132,008
  • Total dependent packages: 6 (may contain duplicates)
  • Total dependent repositories: 17 (may contain duplicates)

Packages

  • cran.r-project.org: aqp 2,637 downloads last month
  • conda-forge.org: r-aqp
  • conda-forge.org: r-soildb
Capytaine

A Python package for the simulation of the interaction between water waves and floating bodies in frequency domain.

boundary-element-method fortran hydrodynamics potential-flow python sea-keeping water-wave wave-energy

Renewable Energy - Hydro Energy

  • Total packages: 3
  • Total downloads: 2,632 downloads
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 7 (may contain duplicates)

Packages

landscapemetrics

Landscape Metrics for Categorical Map Patterns in R.

landscape-ecology landscape-metrics r raster spatial

Natural Resources - Soil and Land

  • Total packages: 3
  • Total downloads: 2,583 downloads
  • Total docker downloads: 34
  • Total dependent packages: 6 (may contain duplicates)
  • Total dependent repositories: 12 (may contain duplicates)

Packages

WildlifeDatasets

Pipeline for wildlife re-identification including dataset zoo, training tools and trained models.

dataset datasets deep-learning ecology ecology-modelling machine-learning

Biosphere - Terrestrial Wildlife

  • Total packages: 3
  • Total downloads: 2,577 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

NeuralHydrology

Python library to train neural networks with a strong focus on hydrological applications.

Hydrosphere - Freshwater and Hydrology

  • Total packages: 2
  • Total downloads: 2,541 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

Activity Browser

An open source and free software for Life Cycle Assessment extending the brightway2 framework.

brightway2 lca lifecycleassessment pyside2 pyside6 python

Industrial Ecology - Life Cycle Assessment

  • Total packages: 3
  • Total downloads: 2,514 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

pytesmo

Python Toolbox for the Evaluation of Soil Moisture Observations.

climers earth-science geo python remote-sensing soil-moisture validation

Natural Resources - Soil and Land

  • Total packages: 3
  • Total downloads: 2,497 downloads last month
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 13 (may contain duplicates)

Packages

MESSAGEix

A versatile, dynamic systems-optimization modeling framework developed by the IIASA Energy, Climate, and Environment (ECE) Program since the 1980s.

energy-system gams integrated-assessment integrated-assessment-model open-source strategic-planning

Climate Change - Integrated Assessment and Climate Policy

  • Total packages: 3
  • Total downloads: 2,470 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

Mantaray

A Rust Package for Ray Tracing Ocean Surface Gravity Waves.

oceanography ray-tracing waves

Hydrosphere - Waves and Currents

  • Total packages: 2
  • Total downloads: 2,445 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

  • crates.io: mantaray 1,928 downloads total
  • pypi.org: mantaray 517 downloads last month
jao-py

Python client for the various endpoints offered by the Joint Allocation Office, Europe's single leading trading platform for cross-border transmission capacity.

Energy Systems - Energy Data Accessibility and Integration

  • Total packages: 1
  • Total downloads: 2,377 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

  • pypi.org: jao-py 2,377 downloads last month
dsgrid

Enables the compilation of high-resolution load datasets suitable for forward-looking power system and other analyses.

apache-spark electricity-load energy-data energy-demand energy-demand-forecasting python

Energy Systems - Load and Demand Forecasting

  • Total packages: 2
  • Total downloads: 2,352 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

clisops

Climate simulation operations.

climate-analysis climate-science netcdf4 python xarray xclim

Climate Change - Climate Data Processing and Analysis

  • Total packages: 2
  • Total downloads: 2,338 downloads last month
  • Total docker downloads: 77
  • Total dependent packages: 11 (may contain duplicates)
  • Total dependent repositories: 11 (may contain duplicates)

Packages

  • pypi.org: clisops 2,338 downloads last month
  • conda-forge.org: clisops
Calliope

A framework to develop energy system models, with a focus on flexibility, high spatial and temporal resolution, the ability to execute many runs based on the same base model, and a clear separation of framework and model.

energy energy-system optimisation pyomo python

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 3
  • Total downloads: 2,334 downloads
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

Hydropandas

A Python package for reading, analyzing, and writing hydrological time series from a Pandas DataFrame, with all of its wonderful features, and extended with custom methods and attributes related to hydrological time series.

data groundwater hydrology observations pandas timeseries

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 3
  • Total downloads: 2,299 downloads
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

pybomwater

Provides access to Web Data Services ( SOS2 ) station reference data and historical time series water data for stations across Australia, collected by the Bureau of Meteorology.

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 3
  • Total downloads: 2,287 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

DataONE

A community driven project providing access to data across multiple member repositories, supporting enhanced search and discovery of Earth and environmental data.

client library python3 repository

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 9
  • Total downloads: 2,266 downloads last month
  • Total dependent packages: 21 (may contain duplicates)
  • Total dependent repositories: 27 (may contain duplicates)

Packages

PyProBE

A Python package designed to simplify and accelerate the process of analysing data from battery cyclers.

Energy Storage - Battery

  • Total packages: 1
  • Total downloads: 2,242 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

ACCESS-NRI Intake Catalog

Aims to provide a way for Python users to discover and load data across a broad range of climate data products available on the Australian NCI supercomputer Gadi.

evaluation med-team

Climate Change - Climate Data Access and Visualization

  • Total packages: 3
  • Total downloads: 2,242 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

VeraGrid

Aims to be a complete platform for power systems research and simulation.

acdc cim comon-information-model electrical electrical-engineering emt helm latin-hypercube monte-carlo-simulation multi-terminal newton-raphson optimization power-systems powerflow python rms small-signal-stability stochastic-power-flow

Energy Systems - Grid Analysis and Planning

  • Total packages: 3
  • Total downloads: 2,219 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

MoorDyn

A lumped-mass mooring line model intended for coupling with floating structure codes.

Renewable Energy - Wind Energy

  • Total packages: 3
  • Total downloads: 2,210 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

ANDES

Power system transient dynamics simulation with symbolic modeling and numerical analysis.

analysis andes eigenvalue-analysis library modeling-dae package power-system power-system-analysis power-system-dynamics power-system-simulation powerflow simulation small-signal timedomain tool toolbox

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 2
  • Total downloads: 2,184 downloads last month
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

GeoTessera

A foundation model that can process time-series satellite imagery for applications such as land classification and canopy height prediction.

geospatial-data python-package

Natural Resources - Soil and Land

  • Total packages: 1
  • Total downloads: 2,177 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

MODISTools

Interface to the MODIS Land Products Subsets Web Services.

api r-package remote-sensing rstats satellite-data

Sustainable Development - Environmental Satellites

  • Total packages: 3
  • Total downloads: 2,145 downloads last month
  • Total docker downloads: 62,285
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 17 (may contain duplicates)

Packages

Climate_Indices

Contains Python implementations of various climate index algorithms which provide a geographical and temporal picture of the severity of precipitation and temperature anomalies useful for climate monitoring and research.

Climate Change - Climate Data Processing and Analysis

  • Total packages: 2
  • Total downloads: 2,144 downloads
  • Total docker downloads: 100
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

birdnet

The library is geared towards providing a robust workflow for ecological data analysis in bioacoustic projects.

acoustic-monitoring bioacoustics birds birdsong deep-learning

Biosphere - Avian Monitoring and Analysis

  • Total packages: 2
  • Total downloads: 2,137 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

pyrealm

Providing an integrated toolbox for modelling plant productivity, growth and demography using Python.

Biosphere - Plants and Vegetation

  • Total packages: 3
  • Total downloads: 2,085 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

FlexMeasures

A platform for building energy flexibility services with forecasting and scheduling, written in Python & offering a USEF-conform API.

backend energy energy-data energy-flexibility machine-learning

Energy Systems - Building Energy Monitoring

  • Total packages: 3
  • Total downloads: 2,074 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

Ocean Networks Canada

Provides easy access to Ocean Networks Canada data in Python.

api data-science ocean-sciences onc python

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 2
  • Total downloads: 2,069 downloads last month
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

nhdplusTools

This package is a growing set of tools for manipulation of hydrographic data using the NHDPlus data model.

Natural Resources - Water Supply and Quality

  • Total packages: 3
  • Total downloads: 2,052 downloads
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 14 (may contain duplicates)

Packages

SpeciesNet

AI models trained to classify species in images from motion-triggered wildlife cameras.

Biosphere - Terrestrial Wildlife

  • Total packages: 1
  • Total downloads: 2,048 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

Scores

A Python package of mathematical functions for the verification, evaluation and optimisation of forecasts, predictions or models, primarily supporting the meteorological, climatological and geoscientific communities.

climate contingency-table dask forecast-evaluation forecast-verification forecasting model-validation oceanography pandas python verification weather xarray

Climate Change - Earth and Climate Modeling

  • Total packages: 1
  • Total downloads: 2,028 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 2

Packages

  • pypi.org: scores 2,028 downloads last month
xeofs

A dedicated Python package for dimensionality reduction in the realm of climate science, offering methods like PCA, known as EOF analysis within the field, and related variants.

climate-science dask dimensionality-reduction eof-analysis pattern-recognition pca xarray

Climate Change - Climate Data Processing and Analysis

  • Total packages: 2
  • Total downloads: 2,026 downloads
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

CoordinateCleaner

Automated flagging of common spatial and temporal errors in biological and palaeontological collection data, for the use in conservation, ecology and palaeontology.

r r-package rstats

Biosphere - Biodiversity Data Cleaning and Standardization

  • Total packages: 1
  • Total downloads: 2,024 downloads last month
  • Total dependent packages: 5
  • Total dependent repositories: 7

Packages

AquaCrop

A free open-source tool for assessing climate and water impacts on agriculture.

aquacrop aquacrop-os aquacrop-ospy irrigation python

Consumption - Agriculture and Nutrition

  • Total packages: 2
  • Total downloads: 2,024 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

ElexonDataPortal

Wrapper for the Balancing Mechanism Reporting Service API to balance power flowing on to and off from the electricity Transmission System in Great Britain.

Energy Systems - Energy Data Accessibility and Integration

  • Total packages: 3
  • Total downloads: 2,023 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

PyBOP

Provides a comprehensive suite of tools for parameterisation and optimisation of battery models.

Energy Storage - Battery

  • Total packages: 3
  • Total downloads: 2,015 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

PRISM

Download data from the Oregon PRISM climate data project.

r r-package rstats

Climate Change - Climate Data Access and Visualization

  • Total packages: 2
  • Total downloads: 2,010 downloads
  • Total docker downloads: 88,618
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

ThermoPack

A thermodynamic model library for fluid properties and pressure-volume-temperature property calculations.

Emissions - Carbon Capture

  • Total packages: 1
  • Total downloads: 2,003 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 1

Packages

brightsky

A JSON API for Germany's meteorological service as part of their Open Data program.

api dwd open-data weather

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 1
  • Total downloads: 1,995 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

  • pypi.org: brightsky 1,995 downloads last month
Silicone

Automated filling of detail in reported emission scenarios.

automation climate detail emissions filling

Emissions - Carbon Intensity and Accounting

  • Total packages: 3
  • Total downloads: 1,987 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

DamageScanner

A Python toolkit for direct damage assessments for natural hazards.

Climate Change - Natural Hazard and Storms

  • Total packages: 3
  • Total downloads: 1,906 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

PCSE

A framework developed for implementing crop simulation models developed in Wageningen.

Consumption - Agriculture and Nutrition

  • Total packages: 1
  • Total downloads: 1,905 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 10

Packages

  • pypi.org: pcse 1,905 downloads last month
soilDB

Simplified Access to NCSS Soil Databases.

kssl nasis nrcs r soil soil-data-access soil-survey soilweb sql usda

Natural Resources - Soil and Land

  • Total packages: 1
  • Total downloads: 1,852 downloads last month
  • Total docker downloads: 110,231
  • Total dependent packages: 5
  • Total dependent repositories: 12

Packages

  • cran.r-project.org: soilDB 1,852 downloads last month
xmip

Analysis ready CMIP6 data in Python the easy way with pangeo tools.

analysis-ready-data climate-analysis climate-models cmip6 cmip6-data pangeo preprocessing xgcm

Climate Change - Climate Data Processing and Analysis

  • Total packages: 1
  • Total downloads: 1,840 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 1

Packages

  • pypi.org: xmip 1,840 downloads last month
PyLandStats

An open-source Pythonic library to compute landscape metrics.

land-change-analysis landscape-ecology landscape-metrics python raster

Natural Resources - Soil and Land

  • Total packages: 3
  • Total downloads: 1,821 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

beep

A set of tools designed to support Battery Evaluation and Early Prediction of cycle life corresponding to the research of the d3batt program and the Toyota Research Institute.

Energy Storage - Battery

  • Total packages: 3
  • Total downloads: 1,820 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

imod

An open source project to make working with MODFLOW groundwater models in Python easier.

Hydrosphere - Freshwater and Hydrology

  • Total packages: 4
  • Total downloads: 1,809 downloads
  • Total dependent packages: 4 (may contain duplicates)
  • Total dependent repositories: 11 (may contain duplicates)

Packages

xarray-sentinel

Easily access and explore the SAR data products of the Copernicus Sentinel-1 satellite mission in Python.

copernicus earth-observation radar remote-sensing sar satellite-imagery sentinel-1 synthetic-aperture-radar xarray

Sustainable Development - Environmental Satellites

  • Total packages: 3
  • Total downloads: 1,788 downloads
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

rdataone

R package for reading and writing data at DataONE data repositories.

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 3
  • Total downloads: 1,787 downloads
  • Total docker downloads: 194,293
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 31 (may contain duplicates)

Packages

climpred

Aims to be the primary package used to analyze output from initialized dynamical forecast models, ranging from short-term weather forecasts to long-term climate forecasts.

climate climate-analysis dask forecasting pangeo prediction python s2d s2s xarray

Climate Change - Climate Data Processing and Analysis

  • Total packages: 3
  • Total downloads: 1,758 downloads
  • Total docker downloads: 11
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 16 (may contain duplicates)

Packages

powerplantmatching

A toolset for cleaning, standardizing and combining multiple power plant databases.

Energy Systems - Energy Data Accessibility and Integration

  • Total packages: 4
  • Total downloads: 1,751 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 30 (may contain duplicates)

Packages

era5cli

Command Line Interface to download ERA5 from Copernicus Climate Data Service.

Climate Change - Climate Data Processing and Analysis

  • Total packages: 4
  • Total downloads: 1,713 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

Roseau Load Flow

A powerful load flow solver and static analysis tool.

2-phase 3-phase load-flow loadflow multi-phase multiphase newton-raphson power power-flow power-systems powerflow state-estimation three-phase

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 2
  • Total downloads: 1,696 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

Nos Gestes Climat

In 10 Minutes,get an estimate of your carbon footprint.

climate co2

Emissions - Carbon Intensity and Accounting

  • Total packages: 4
  • Total downloads: 1,668 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

Integrated Carbon Observation System

Produces standardised data on greenhouse gas concentrations in the atmosphere, as well as on carbon fluxes between the atmosphere, the earth and oceans.

dataaccess european greenhouse-gas icos

Emissions - Emission Observation and Modeling

  • Total packages: 2
  • Total downloads: 1,647 downloads last month
  • Total docker downloads: 89
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

  • pypi.org: icoscp 1,608 downloads last month
  • pypi.org: icoscp_stilt 39 downloads last month
landsatxplore

Provides an interface to the EarthExplorer portal to search and download Landsat Collections scenes through a command-line interface or a Python API.

earth-observation landsat remote-sensing

Sustainable Development - Environmental Satellites

  • Total packages: 2
  • Total downloads: 1,637 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

NDBC API

A Python API for retrieving meteorological and oceanographic data from the National Data Buoy Center.

climate-data data-science noaa python3

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 1
  • Total downloads: 1,621 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

  • pypi.org: ndbc-api 1,621 downloads last month
Digital Earth Africa Notebooks

Using Earth observations to address social, environmental and economic changes on the Africa continent.

earthobservation hacktoberfest jupyter-notebooks opendatacube python remotesensing xarray

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 2
  • Total downloads: 1,619 downloads
  • Total docker downloads: 25
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

ismn

Readers for the data from the International Soil Moisture Database.

climers frm4sm geo in-situ ismn qa4sm remote-sensing soil-moisture

Natural Resources - Soil and Land

  • Total packages: 3
  • Total downloads: 1,601 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 40 (may contain duplicates)

Packages

oemof

Open Energy Modelling Framework - A Python toolbox for energy system modeling and optimization. A community driven, modular, flexible and generic software project.

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 2
  • Total downloads: 1,593 downloads last month
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 9 (may contain duplicates)

Packages

Easy SimAuto

An easy-to-use Power System Analysis Automation Platform atop PowerWorld's Simulator Automation Server.

automation contingency-analysis esa graph-analysis hpc numba numpy pandas power-flow powersystem powerworld powerworld-simulator python pythran simauto simulator simulator-automation-server smart-grid transient-stability

Energy Systems - Grid Analysis and Planning

  • Total packages: 3
  • Total downloads: 1,584 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

pvOps

Contains a series of functions to facilitate fusion of text-based data with time series production data collected at photovoltaic sites.

scr-2609 snl-data-analysis snl-visualization

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 1
  • Total downloads: 1,567 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

  • pypi.org: pvops 1,567 downloads last month
CLIMADA

Stands for CLIMate ADAptation and is a probabilistic natural catastrophe impact model, that also calculates averted damage (benefit) thanks to adaptation measures of any kind (from grey to green infrastructure, behavioural, etc.).

Climate Change - Natural Hazard and Storms

  • Total packages: 3
  • Total downloads: 1,550 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

e-Manifest

The purpose of e-Manifest is to establish a national information technology system that will enable the Agency and the hazardous waste program's industry and state stakeholders to transition the manifest system from one that is paper-intensive and burdensome to a system that is much more efficient.

olem

Industrial Ecology - Circular Economy and Waste

  • Total packages: 1
  • Total downloads: 1,547 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 2

Packages

  • pypi.org: emanifest 1,547 downloads last month
MegaDetector

Deep learning tools that accelerate the review of motion-triggered wildlife camera images.

camera-traps computer-vision conservation machine-learning megadetector pytorch pytorch-wildlife wildlife

Biosphere - Terrestrial Wildlife

  • Total packages: 1
  • Total downloads: 1,533 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

3DFin

A free software for automatic computation of tree parameters in terrestrial point clouds.

Biosphere - Forest Remote Sensing

  • Total packages: 3
  • Total downloads: 1,496 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

OpenSTEF

A Python package which is used to make short term forecasts for the energy sector.

data-science energy energy-forecasting forecasting machine-learning python time-series

Energy Systems - Load and Demand Forecasting

  • Total packages: 3
  • Total downloads: 1,491 downloads last month
  • Total docker downloads: 13
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

rfishbase

An R interface to the fishbase.org database.

fish fishbase r r-package rstats taxonomy

Biosphere - Marine Life and Fishery

  • Total packages: 2
  • Total downloads: 1,485 downloads
  • Total docker downloads: 109,117
  • Total dependent packages: 7 (may contain duplicates)
  • Total dependent repositories: 24 (may contain duplicates)

Packages

prioritizr

Uses mixed integer linear programming techniques to provide a flexible interface for building and solving conservation planning problems.

biodiversity conservation conservation-planner optimization prioritization r rstats solver spatial

Biosphere - Conservation and Restoration

  • Total packages: 2
  • Total downloads: 1,477 downloads
  • Total docker downloads: 9
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

pygac

A Python package to read and calibrate NOAA and Metop AVHRR GAC and LAC data.

avhrr calibration climate gac hacktoberfest lac metop navigation noaa radiometric satellite tiros

Climate Change - Climate Data Access and Visualization

  • Total packages: 2
  • Total downloads: 1,474 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

CliMT

A Toolkit for building Earth system models in Python.

atmospheric-modelling climate-model python

Climate Change - Earth and Climate Modeling

  • Total packages: 3
  • Total downloads: 1,473 downloads last month
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

lca_algebraic

This library is a small layer above brightway2, designed for the definition of parametric inventories with fast computation of LCA impacts, suitable for monte-carlo analyis.

brightway2 foreground-activities lca lca-algebraic monte-carlo numpy symbolic-expressions

Industrial Ecology - Life Cycle Assessment

  • Total packages: 6
  • Total downloads: 1,439 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

ibicus

Flexible and user-friendly toolkit for the bias correction of climate models and associated evaluation.

Climate Change - Climate Data Processing and Analysis

  • Total packages: 2
  • Total downloads: 1,419 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

SunPeek

Implements a dynamic, in situ test methodology for large solar thermal plants.

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 1
  • Total downloads: 1,414 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 1

Packages

  • pypi.org: sunpeek 1,414 downloads last month
pydaymet

Retrieving and post-processing climate data from the Daymet Webservice.

climate data daymet hydrology python webservice

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 2
  • Total downloads: 1,404 downloads
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

ecmwfr

Provides easy access to the European Centre for Medium-Range Weather Forecasts web API services and Copernicus Climate Data Store from within R, matching and expanding upon the ECMWF Python tools.

cds climate-data copernicus ecmwf-api ecmwf-services r-package rstats

Climate Change - Climate Data Access and Visualization

  • Total packages: 2
  • Total downloads: 1,375 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 12 (may contain duplicates)

Packages

AirQo

Develop hardware and software tools to help deliver Clean Air for All African Cities.

hacktoberfest hacktoberfest2024

Natural Resources - Air Quality

  • Total packages: 6
  • Total downloads: 1,372 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

SPEI

Calculate and visualize some popular drought indices such as the SPI, SPEI and SGI.

drought drought-index drought-indices groundwater hydrology python sgi spei spi timeseries

Natural Resources - Water Supply and Quality

  • Total packages: 1
  • Total downloads: 1,364 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

  • pypi.org: spei 1,364 downloads last month
antaresRead

Import, manipulate and explore the results of an Antares simulation.

adequacy bilan electricity energy hdf5 linear-algebra monte-carlo-simulation optimisation previsionnel r rhdf5 rte simulation tyndp

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 1
  • Total downloads: 1,346 downloads last month
  • Total dependent packages: 3
  • Total dependent repositories: 9

Packages

  • cran.r-project.org: antaresRead 1,346 downloads last month
pyrcel

An implementation of a simple, adiabatic cloud parcel model for use in aerosol-cloud interaction studies.

Atmosphere - Atmospheric Chemistry and Aerosol

  • Total packages: 2
  • Total downloads: 1,341 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

pydov

Aggregates data about soil, subsoil and groundwater of Flanders and makes them publicly available.

data-access lifewatch oscibio package python water

Natural Resources - Soil and Land

  • Total packages: 3
  • Total downloads: 1,335 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

auk

eBird Data Extraction and Processing in R.

dataset ebird r

Biosphere - Avian Monitoring and Analysis

  • Total packages: 3
  • Total downloads: 1,332 downloads
  • Total docker downloads: 88,618
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

PowerModels.jl

Designed to enable computational evaluation of emerging power network formulations and algorithms in a common platform.

network optimal-power-flow optimization power-network

Energy Systems - Grid Analysis and Planning

  • Total packages: 3
  • Total downloads: 1,318 downloads
  • Total dependent packages: 34 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

cbsyst

A Python module for calculating seawater carbon and boron chemistry.

boron carbon isotope ocean oceanography python

Hydrosphere - Ocean Carbon and Temperature

  • Total packages: 3
  • Total downloads: 1,293 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

motulator

Simulation models for an induction motor, a synchronous reluctance motor, and a permanent-magnet synchronous motor.

control-systems converters electric-drives electric-machines electrical-engineering grid-connected induction-motors inverters power-electronics python simulations synchronous-motors

Consumption - Mobility and Transportation

  • Total packages: 4
  • Total downloads: 1,268 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

FSAdata

Contains data for use in common fisheries stock analyses. See installation instructions further below.

fish fisheries fisheries-stock-assessment fishr-website stock-assessment

Biosphere - Marine Life and Fishery

  • Total packages: 4
  • Total downloads: 1,232 downloads
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

Echopype

A package built to enable interoperability and scalability in ocean sonar data processing.

acoustics azfp echosounder ek60 ek80 netcdf ocean sonar xarray zarr

Biosphere - Marine Life and Fishery

  • Total packages: 4
  • Total downloads: 1,230 downloads
  • Total dependent packages: 6 (may contain duplicates)
  • Total dependent repositories: 9 (may contain duplicates)

Packages

forestmangr

An R package for forest mensuration and management.

Biosphere - Forest Observation and Management

  • Total packages: 1
  • Total downloads: 1,227 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

  • cran.r-project.org: forestmangr 1,227 downloads last month
rdwd

An R package to select, download and read climate data from the German Weather Service.

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 1
  • Total downloads: 1,227 downloads last month
  • Total docker downloads: 42,010
  • Total dependent packages: 1
  • Total dependent repositories: 3

Packages

  • cran.r-project.org: rdwd 1,227 downloads last month
CIMpy

Support of the Common Grid Model Exchange Standard (CGMES) specified by the European Network of Transmission System Operators for Electricity (ENTSO-E).

cim cim-export cim-import iec61970 python

Energy Systems - Energy Data Accessibility and Integration

  • Total packages: 2
  • Total downloads: 1,218 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

climaemet

An interface to download the climatic data of the Spanish Meteorological Agency directly from R using their API and create scientific graphs.

aemet climate cran data forecast-api r r-package ropenspain rstats science spain weather-api

Climate Change - Climate Data Access and Visualization

  • Total packages: 4
  • Total downloads: 1,198 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

BoaviztAPI

API to expose the BOAVIZTA reference data and methodologies to allow full life cycle / multi-criteria environmental impact assessments of software.

openapi

Consumption - Computation and Communication

  • Total packages: 4
  • Total downloads: 1,169 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

climate

The goal of the climate R package is to automatize downloading of meteorological and hydrological data from publicly available repositories.

climate climate-data imgw meteorological-data meteorology noaa-data ogimet r r-package sounding

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 2
  • Total downloads: 1,165 downloads last month
  • Total docker downloads: 41,971
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

stplanr

A package for sustainable transport planning with R.

cycle cycling desire-lines origin-destination peer-reviewed pubic-transport r r-package route-network routes routing rstats spatial transport transport-planning transportation walking

Consumption - Mobility and Transportation

  • Total packages: 2
  • Total downloads: 1,159 downloads last month
  • Total docker downloads: 89,487
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 8 (may contain duplicates)

Packages

foxes

A modular wind farm simulation and wake modelling toolbox which is based on engineering wake models.

Renewable Energy - Wind Energy

  • Total packages: 3
  • Total downloads: 1,158 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

BESOS

A collection of modules for the simulation and optimization of buildings and urban energy systems.

Consumption - Buildings and Heating

  • Total packages: 2
  • Total downloads: 1,146 downloads last month
  • Total docker downloads: 32
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

daymetr

Allows for easy downloads of Daymet climate data directly to your R workspace or your computer.

climate-data data-science daymet gridded-data netcdf ornl-daac r-package rstats

Climate Change - Climate Data Processing and Analysis

  • Total packages: 2
  • Total downloads: 1,134 downloads last month
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

hf_hydrodata

This Python package is a product of the HydroFrame project and is designed to provide easy access to national hydrologic simulations generated using the National ParFlow model as well as a variety of other gridded model input datasets and point observations.

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 1
  • Total downloads: 1,132 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 0

Packages

traits

R package for accessing species trait data from multiple databases.

api-client r r-package rstats species traits

Biosphere - Biodiversity Data Access and Management

  • Total packages: 3
  • Total downloads: 1,111 downloads
  • Total docker downloads: 172,057
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 18 (may contain duplicates)

Packages

ecco_v4_py

A Python package that includes tools for loading and manipulating the ECCO v4 ocean and sea-ice state estimate.

Cryosphere - Glacier and Ice Sheets

  • Total packages: 4
  • Total downloads: 1,096 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

ssdtools

An R package to fit and plot Species Sensitivity Distributions, cumulative probability distributions which are fitted to toxicity concentrations for different species.

ecotoxicology env rstats species-sensitivity-distribution

Biosphere - Species Distribution Modeling

  • Total packages: 2
  • Total downloads: 1,096 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

HydroPowerSimulations.jl

Contains extensions on PowerSystems.jl and PowerSimulations.jl to enable enhanced hydropower representations.

Renewable Energy - Hydro Energy

  • Total packages: 3
  • Total downloads: 1,084 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

metloom

A Python library created with the goal of consistent, simple sampling of meteorology and snow related point measurments from a variety of datasources across the Western US.

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 1
  • Total downloads: 1,081 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

  • pypi.org: metloom 1,081 downloads last month
NEON

The National Ecological Observatory Network provides open data to understand changing ecosystems.

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 3
  • Total downloads: 1,074 downloads last month
  • Total docker downloads: 62,285
  • Total dependent packages: 6 (may contain duplicates)
  • Total dependent repositories: 31 (may contain duplicates)

Packages

soiltexture

A toolbox for plotting, classifying and transforming soil texture data like clay, silt and sand contents.

Natural Resources - Soil and Land

  • Total packages: 1
  • Total downloads: 1,072 downloads last month
  • Total docker downloads: 43,390
  • Total dependent packages: 6
  • Total dependent repositories: 14

Packages

  • cran.r-project.org: soiltexture 1,072 downloads last month
cmip6-downscaling

Climate downscaling using CMIP6 data.

Climate Change - Climate Downscaling

  • Total packages: 1
  • Total downloads: 1,050 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

Ribasim

A water resources model, designed to be the replacement of the regional surface water modules Mozart and SIMRES in the Netherlands Hydrological Instrument.

hydrology julia water-management water-resources

Natural Resources - Water Supply and Quality

  • Total packages: 4
  • Total downloads: 1,036 downloads
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

mosaik

A flexible Smart Grid co-simulation framework.

Energy Systems - Grid Analysis and Planning

  • Total packages: 1
  • Total downloads: 1,036 downloads last month
  • Total dependent packages: 10
  • Total dependent repositories: 46

Packages

  • pypi.org: mosaik 1,036 downloads last month
bslib

Database with battery parameters based on PerMod as well as functions in order to simulate battery storages.

battery energy simulation

Energy Storage - Battery

  • Total packages: 1
  • Total downloads: 1,027 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 8

Packages

  • pypi.org: bslib 1,027 downloads last month
gdm

Provides functions to fit, plot, summarize, and apply Generalized Dissimilarity Models.

Biosphere - Biodiversity Analysis and Metrics

  • Total packages: 1
  • Total downloads: 1,026 downloads last month
  • Total docker downloads: 44
  • Total dependent packages: 1
  • Total dependent repositories: 1

Packages

  • cran.r-project.org: gdm 1,026 downloads last month
Eco2AI

A Python library which accumulates statistics about power consumption and CO2 emission during running code.

ai carbon-emissions carbon-footprint co2-emissions co2-monitoring deep-learning emission-tracker energy-consumption environment esg ghg machine-learning power-consumption-measurement python sustainability

Consumption - Computation and Communication

  • Total packages: 1
  • Total downloads: 1,023 downloads last month
  • Total dependent packages: 3
  • Total dependent repositories: 1

Packages

  • pypi.org: eco2ai 1,023 downloads last month
RAQSAPI

Retrieve data from the United States Environmental Protection Agency's Air Quality Systems.

airmonitoring aqs datamart environmental-data-retrieval environmental-monitoring r03 rpackage rprogramming usepa

Natural Resources - Air Quality

  • Total packages: 1
  • Total downloads: 1,020 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: RAQSAPI 1,020 downloads last month
gen3sis

A spatially-explicit eco-evolutionary mechanistic model with a modular implementation that allows exploring the consequences of ecological and macroevolutionary processes across realistic or theoretical spatio-temporal landscapes.

biodiversity ecology evolution mechanistic model modeling r r-package simulation

Biosphere - Ecological and Environmental Modeling

  • Total packages: 1
  • Total downloads: 1,017 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

  • cran.r-project.org: gen3sis 1,017 downloads last month
CopernicusMarine

Subset and download marine data from the EU Copernicus Marine Service Information to import data on the physical and biogeochemical state of the oceans without the need for external software.

data spatial

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 3
  • Total downloads: 1,012 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

pyJoules

A software toolkit to measure the energy footprint of a host machine along the execution of a piece of Python code.

energy energy-consumption intel-rapl power python rapl

Consumption - Computation and Communication

  • Total packages: 3
  • Total downloads: 995 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

Hagelslag

An object-based severe storm forecasting system that utilizing image processing and machine learning tools to derive calibrated probabilities of severe hazards from convection-allowing numerical weather prediction model output.

geojson hail hrrr machine-learning mrms netcdf performance performance-diagram python reliability segmentation storms tracking verification weather zarr

Climate Change - Natural Hazard and Storms

  • Total packages: 1
  • Total downloads: 994 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 2

Packages

  • pypi.org: hagelslag 994 downloads last month
dispRity

An open, modular R toolkit for flexible and reproducible analysis of diversity and occupancy in multidimensional ecological and evolutionary data.

disparity ecology multidimensionality palaeobiology r

Biosphere - Biodiversity Analysis and Metrics

  • Total packages: 1
  • Total downloads: 993 downloads last month
  • Total docker downloads: 889
  • Total dependent packages: 1
  • Total dependent repositories: 2

Packages

  • cran.r-project.org: dispRity 993 downloads last month
moveHMM

R package which implements hidden Markov models and associated tools (state decoding, model selection, model checking, etc.) tailored to animal movement modelling.

animal-movement hidden-markov-model hmm movement-ecology r-package

Biosphere - Ecological and Environmental Modeling

  • Total packages: 1
  • Total downloads: 952 downloads last month
  • Total docker downloads: 21,777
  • Total dependent packages: 7
  • Total dependent repositories: 7

Packages

  • cran.r-project.org: moveHMM 952 downloads last month
text2sdg

Multi-system analysis package that identifies SDGs in text, opening up the opportunity to monitor any type of text-based data.

natural-language-processing sustainability sustainable-development sustainable-development-goals

Sustainable Development - Sustainable Development Goals

  • Total packages: 1
  • Total downloads: 951 downloads last month
  • Total docker downloads: 48
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: text2sdg 951 downloads last month
Sinergym

Gym environment for building simulation and control using reinforcement learning.

building-control building-energy buildings energyplus framework python reinforcement-learning reinforcement-learning-environments simulation

Consumption - Buildings and Heating

  • Total packages: 2
  • Total downloads: 937 downloads last month
  • Total docker downloads: 35
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

lterdatasampler

Provide the scientific community, policy makers, and society with the knowledge and predictive understanding necessary to conserve, protect, and manage the nation's ecosystems, their biodiversity, and the services they provide.

data-science ecology lter-science r r-package

Biosphere - Conservation and Restoration

  • Total packages: 1
  • Total downloads: 934 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

r2dii.analysis

These tools help you to assess if a financial portfolio aligns with climate goals.

climate-change

Sustainable Development - Sustainable Investment

  • Total packages: 1
  • Total downloads: 933 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 4

Packages

hubeau

An R-package proposing a collection of function to help retrieve data from the French national databases on water.

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 2
  • Total downloads: 926 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

MODIStsp

An R package for automatic download and preprocessing of MODIS Land Products Time-Series.

gdal modis modis-data modis-land-products peer-reviewed preprocessing r r-package remote-sensing rstats satellite-imagery time-series

Sustainable Development - Environmental Satellites

  • Total packages: 3
  • Total downloads: 924 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

nlmod

Python package to build, run and visualize MODFLOW 6 groundwater models in the Netherlands.

flopy geopandas groundwater groundwater-modelling hydrogeology hydrology modflow python xarray

Hydrosphere - Freshwater and Hydrology

  • Total packages: 2
  • Total downloads: 907 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

CloudScanner

Get Boavizta impact data for your AWS cloud account usage.

aws cli ec2 emissions-co2 grafana-dashboard greenops greensoftware serverless sustainability

Consumption - Computation and Communication

  • Total packages: 3
  • Total downloads: 905 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

heatwaveR

Contains the original functions from the RmarineHeatWaves package that calculate and display marine heatwaves according to the definition of Hobday et al. (2016).

Hydrosphere - Ocean Carbon and Temperature

  • Total packages: 1
  • Total downloads: 901 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 3

Packages

  • cran.r-project.org: heatwaveR 901 downloads last month
owidR

An R Package for Interacting with Data from Our World in Data.

data data-visualisation economics r r-package

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 3
  • Total downloads: 899 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

restoptr

Aims to identify priority areas for restoration efforts using optimization algorithms.

Biosphere - Conservation and Restoration

  • Total packages: 2
  • Total downloads: 893 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

eCalc

A software tool for calculation of energy demand and greenhouse gas emissions from oil and gas production and processing.

Emissions - Emission Observation and Modeling

  • Total packages: 2
  • Total downloads: 889 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

openfast

A multi-physics, multi-fidelity tool for simulating the coupled dynamic response of wind turbines and wind farms.

aeroelasticity wind wind-energy wind-farm wind-power wind-turbine

Renewable Energy - Wind Energy

  • Total packages: 4
  • Total downloads: 881 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

bioacoustics

Contains all the necessary functions to read audio recordings of various formats, filter noisy files, display audio signals, detect and extract automatically acoustic features for further analysis such as species identification based on classification of animal vocalization.

Biosphere - Bioacoustics and Acoustic Data Analysis

  • Total packages: 1
  • Total downloads: 880 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 2

Packages

ebcpy

Provides generic functions and classes commonly used for the analysis and optimization of energy systems, buildings and indoor climate.

maintained tool

Consumption - Buildings and Heating

  • Total packages: 1
  • Total downloads: 874 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

  • pypi.org: ebcpy 874 downloads last month
icesSAG

Provides R functions that access the web services of the ICES Stock Assessment Graphs database to advance and share scientific understanding of marine ecosystems and the services they provide and to use this knowledge to generate state-of-the-art advice for meeting conservation, management, and sustainability goals.

Biosphere - Marine Life and Fishery

  • Total packages: 1
  • Total downloads: 873 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 3

Packages

  • cran.r-project.org: icesSAG 873 downloads last month
nempy

Aims to enhance the Australian electricity industries modeling and analytical capabilities.

Energy Systems - Global and Regional Energy System Models

  • Total packages: 3
  • Total downloads: 873 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

Oceananigans.jl

Fast and friendly fluid dynamics on CPUs and GPUs.

climate climate-change data-assimilation fluid-dynamics gpu julia machine-learning ocean

Hydrosphere - Ocean Models

  • Total packages: 3
  • Total downloads: 864 downloads
  • Total dependent packages: 9 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

Climate categories

Commonly used codes, categories, terminologies, and nomenclatures used in climate policy analysis in a nice Python package.

climate-change climate-data

Sustainable Development - Taxonomy and Ontology

  • Total packages: 1
  • Total downloads: 854 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

flixOpt

Python-based optimization framework designed to tackle energy and material flow problems using mixed-integer linear programming (MILP) and provides a powerful platform for both dispatch and investment optimization challenges.

climate-change energy energy-system energy-system-modeling energy-systems linear-programming mathematical-modelling milp mixed-integer-linear-programming modeling optimisation optimization python renewables

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 3
  • Total downloads: 848 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

AirMonitor

Utilities for working with hourly air quality monitoring data with a focus on small particulates PM2.5.

Natural Resources - Air Quality

  • Total packages: 1
  • Total downloads: 842 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

  • cran.r-project.org: AirMonitor 842 downloads last month
ameriflux

A network of PI-managed sites measuring ecosystem CO2, water, and energy fluxes in North, Central and South America.

ameriflux api carbon-flux data time-series

Emissions - Emission Observation and Modeling

  • Total packages: 2
  • Total downloads: 842 downloads last month
  • Total docker downloads: 62,285
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 14 (may contain duplicates)

Packages

StormEvents

Provides Python interfaces for observational data surrounding named storm events.

Climate Change - Natural Hazard and Storms

  • Total packages: 4
  • Total downloads: 835 downloads last month
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 4 (may contain duplicates)

Packages

BioTIMEr

Global database of assemblage time series for quantifying and understanding biodiversity change.

ecology geospatial r r-package rstats

Biosphere - Biodiversity Analysis and Metrics

  • Total packages: 1
  • Total downloads: 835 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: BioTIMEr 835 downloads last month
mFD

Provides a user friendly interface to compute a global assessment of functional diversity by gathering computation of alpha and beta functional indices.

Biosphere - Biodiversity Analysis and Metrics

  • Total packages: 3
  • Total downloads: 831 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

giverny

Library for querying the Johns Hopkins Turbulence Database.

atmospheric-physics matlab physics python turbulence

Atmosphere - Atmospheric Composition and Dynamics

  • Total packages: 2
  • Total downloads: 816 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

MWRpy

A Python software to process RPG Microwave Radiometer data and is developed at the University of Cologne, Germany as part of the Aerosol, Clouds and Trace Gases Research Infrastructure (ACTRIS).

Atmosphere - Atmospheric Composition and Dynamics

  • Total packages: 1
  • Total downloads: 810 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 1

Packages

  • pypi.org: mwrpy 810 downloads last month
rsoi

An R package to download the most up to date climate indices.

cran oceanic-nino oceanography r

Climate Change - Climate Data Access and Visualization

  • Total packages: 2
  • Total downloads: 806 downloads last month
  • Total docker downloads: 42,005
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

VEDA Dashboard

Developed collaboratively and mostly reusing existing open-source components, VEDA consolidates GIS delivery mechanisms, processing platforms, analysis services, and visualization tools and provides an ecosystem of open tools for addressing Earth science research and application needs through the public-facing VEDA Dashboard.

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 3
  • Total downloads: 797 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

climlab

A Python package for process-oriented climate modeling.

climate-model climate-science educational-software python

Climate Change - Earth and Climate Modeling

  • Total packages: 3
  • Total downloads: 787 downloads last month
  • Total docker downloads: 11
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 19 (may contain duplicates)

Packages

CBM-CFS3

The Carbon Budget Model of the Canadian Forest Sector is an aspatial, stand- and landscape-level modelling framework used for international reporting of the forest carbon balance of Canada's managed forest.

cbm-cfs3

Biosphere - Biomass

  • Total packages: 1
  • Total downloads: 787 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 0

Packages

  • pypi.org: libcbm 787 downloads last month
warbleR

Is intended to facilitate the analysis of the structure of animal acoustic signals in R.

animal-acoustic-signals audio-processing bioacoustics spectrogram streamline-analysis

Biosphere - Bioacoustics and Acoustic Data Analysis

  • Total packages: 1
  • Total downloads: 780 downloads last month
  • Total dependent packages: 3
  • Total dependent repositories: 6

Packages

  • cran.r-project.org: warbleR 780 downloads last month
openleadr

Open Automated Demand Response (OpenADR) is an open and interoperable information exchange model and emerging smart grid standard.

energy lf-energy openadr python3

Energy Systems - Grid Management and Microgrid

  • Total packages: 4
  • Total downloads: 773 downloads last month
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

patch-node

The road to global carbon-neutrality will be through programmatic compensation.

carbon carbon-emissions carbon-neutral carbon-offsets carbon-offsetting javascript

Consumption - Computation and Communication

  • Total packages: 2
  • Total downloads: 771 downloads last month
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

forestdata

An R package designed to provide users with easy access to various forestry and land use datasets.

Biosphere - Forest Observation and Management

  • Total packages: 1
  • Total downloads: 770 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: forestdata 770 downloads last month
xscen

A climate change scenario-building analysis framework, built with Intake-esm catalogs and xarray-based packages such as xclim and xESMF.

Climate Change - Climate Data Processing and Analysis

  • Total packages: 3
  • Total downloads: 764 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

Sacpy

An effecient Statistical Analysis tool (e.g. regression, EOF, MCA) for Climate and Meteorology data.

Climate Change - Climate Data Processing and Analysis

  • Total packages: 1
  • Total downloads: 764 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • pypi.org: sacpy 764 downloads last month
fundiversity

Provides a lightweight package to compute common functional diversity indices.

biodiversity biodiversity-indicators biodiversity-informatics functional-diversity functional-ecology functional-trait functional-traits r r-package trait trait-based traits

Biosphere - Biodiversity Analysis and Metrics

  • Total packages: 2
  • Total downloads: 763 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

GeoTox

Characterizing the risk of perturbing molecular targets involved in adverse human health outcomes based on exposure to spatially-referenced stressor mixtures.

Natural Resources - Ecotoxicology

  • Total packages: 1
  • Total downloads: 763 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: GeoTox 763 downloads last month
brightwind

A Python library aims to empower wind resource analysts and establish a common industry standard toolset.

Renewable Energy - Wind Energy

  • Total packages: 1
  • Total downloads: 760 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

icesTAF

Functions to support the International Council for the Exploration of the Sea Transparent Assessment Framework.

Biosphere - Marine Life and Fishery

  • Total packages: 1
  • Total downloads: 749 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

  • cran.r-project.org: icesTAF 749 downloads last month
phenofit

A state-of-the-art remote sensing vegetation phenology extraction package.

phenology remote-sensing

Biosphere - Plants and Vegetation

  • Total packages: 1
  • Total downloads: 748 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 2

Packages

  • cran.r-project.org: phenofit 748 downloads last month
hydrobricks

A flexible hydrological modelling framework.

Hydrosphere - Freshwater and Hydrology

  • Total packages: 1
  • Total downloads: 737 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

ParFlow

An open-source, modular, parallel watershed flow model.

Hydrosphere - Freshwater and Hydrology

  • Total packages: 2
  • Total downloads: 737 downloads
  • Total docker downloads: 64
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 8 (may contain duplicates)

Packages

Temoa

Tools for Energy Model Optimization and Analysis (Temoa) is an open source modeling framework for conducting energy system analysis.

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 2
  • Total downloads: 731 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

FORTLS

Detect and segment individual tree from remotely sensed data.

forest-inventory forest-monitoring lidar-point-cloud

Biosphere - Forest Remote Sensing

  • Total packages: 3
  • Total downloads: 728 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

HydroGenerate

An open-source Python library that has the capability of estimating hydropower generation based on flow rate either provided by the user or received from United States Geological Survey water data services.

hydropower hydropower-model techno-economic-analysis

Renewable Energy - Hydro Energy

  • Total packages: 1
  • Total downloads: 720 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

Wallace

A modular platform for reproducible modeling of species niches and distributions, written in R.

Biosphere - Species Distribution Modeling

  • Total packages: 3
  • Total downloads: 716 downloads last month
  • Total docker downloads: 11
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

UKgrid

An R data package with the UK National Grid historical demand for electricity between April 2005 and October 2019.

Energy Systems - Energy Data Accessibility and Integration

  • Total packages: 1
  • Total downloads: 715 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 1

Packages

  • cran.r-project.org: UKgrid 715 downloads last month
SSDM

A package to map species richness and endemism based on stacked species distribution models.

Biosphere - Species Distribution Modeling

  • Total packages: 1
  • Total downloads: 710 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 1

Packages

  • cran.r-project.org: SSDM 710 downloads last month
rmweather

An R package to conduct meteorological/weather normalisation on air quality so trends and interventions can be investigated in a robust way.

Natural Resources - Air Quality

  • Total packages: 1
  • Total downloads: 710 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: rmweather 710 downloads last month
eiapy

A simple wrapper for the U.S. Energy Information Administration API.

api-wrapper eia energy-data python

Energy Systems - Energy Data Accessibility and Integration

  • Total packages: 1
  • Total downloads: 705 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 14

Packages

  • pypi.org: eiapy 705 downloads last month
solcore5

A multi-scale, Python-based library for the modeling of solar cells and semiconductor materials.

hacktoberfest photovoltaic python semiconductor solar-cells

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 2
  • Total downloads: 703 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

robis

Build and maintain a global alliance that collaborates with scientific communities to facilitate free and open access to, and application of, biodiversity and biogeographic data and information on marine life.

Biosphere - Biodiversity Data Access and Management

  • Total packages: 2
  • Total downloads: 700 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 9 (may contain duplicates)

Packages

  • cran.r-project.org: robis 700 downloads last month
  • conda-forge.org: r-robis
forcis

Provide an interface to the FORCIS database that includes data on living planktonic foraminifera diversity and distribution in the global oceans from 1910 until 2018 collected using plankton tows, continuous plankton recorder, sediment traps and plankton pump from the global ocean.

Biosphere - Marine Life and Fishery

  • Total packages: 1
  • Total downloads: 696 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: forcis 696 downloads last month
ebirdst

Access and Analyze eBird Status and Trends Data.

Biosphere - Avian Monitoring and Analysis

  • Total packages: 1
  • Total downloads: 695 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 2

Packages

  • cran.r-project.org: ebirdst 695 downloads last month
wind-up

A tool to assess yield uplift of wind turbines.

Renewable Energy - Wind Energy

  • Total packages: 1
  • Total downloads: 680 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

tcpyPI

A set of scripts and notebooks that compute and validate tropical cyclone (TC) potential intensity (PI) calculations in Python.

climate climate-data hurricane-calculations hurricanes potential-intensity tropical-cyclone tropical-cyclone-variability weather-conditions

Climate Change - Natural Hazard and Storms

  • Total packages: 1
  • Total downloads: 676 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

  • pypi.org: tcpypi 676 downloads last month
tidysdm

A Species Distribution Models in R.

r species-distribution-modelling tidymodels

Biosphere - Species Distribution Modeling

  • Total packages: 3
  • Total downloads: 674 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

ENMTools

This package implements various tests, visualizations, and metrics for use with environmental niche models (ENMs) and species distribution models (SDMs).

Biosphere - Species Distribution Modeling

  • Total packages: 3
  • Total downloads: 671 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

EPyT-Flow

Provides easy access to water distribution network simulations with a high level interface for generation of hydraulic and water quality scenario data.

epanet epanet-python-toolkit hydraulics python simulation water water-distribution-networks

Natural Resources - Water Supply and Quality

  • Total packages: 3
  • Total downloads: 670 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

fathomnet-py

An open-source image database that can be used to train, test, and validate state-of-the-art artificial intelligence algorithms to help us understand our ocean and its inhabitants.

Biosphere - Marine Life and Fishery

  • Total packages: 2
  • Total downloads: 670 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

allometric

An R package for predicting tree attributes with allometric models.

carbon forest-inventory forestry

Biosphere - Forest Modeling and Analysis

  • Total packages: 2
  • Total downloads: 669 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

funrar

A package to compute functional rarity indices, it quantifies how species are rare both from a functional and an extent point of view.

ecological-models ecology r r-package rarity traits

Biosphere - Biodiversity Analysis and Metrics

  • Total packages: 2
  • Total downloads: 669 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

  • cran.r-project.org: funrar 669 downloads last month
  • conda-forge.org: r-funrar
ss3sim

An R package that facilitates flexible, rapid, and reproducible fisheries stock assessment simulation testing with the widely-used Stock Synthesis statistical age-structured stock assessment framework.

fisheries r r-package simulation stock-synthesis

Biosphere - Marine Life and Fishery

  • Total packages: 1
  • Total downloads: 664 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 2

Packages

  • cran.r-project.org: ss3sim 664 downloads last month
SITS

Enables users to apply machine learning techniques for classifying image time series obtained from earth observation data cubes.

big-earth-data cbers earth-observation eo-datacubes geospatial image-time-series land-cover-classification landsat planetary-computer r-spatial remote-sensing rspatial satellite-image-time-series satellite-imagery sentinel-2 stac-api stac-catalog

Natural Resources - Soil and Land

  • Total packages: 3
  • Total downloads: 663 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

WildBook-ia

Builds open software and artificial intelligence for the conservation research community; pairs with the Wildbook project.

Biosphere - Terrestrial Wildlife

  • Total packages: 3
  • Total downloads: 657 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 9 (may contain duplicates)

Packages

fluxopt

Energy system optimization with linopy — detailed dispatch, scaled to multi period planning.

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 1
  • Total downloads: 655 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • pypi.org: fluxopt 655 downloads last month
TropFishR

A collection of fisheries models based on the FAO Manual 'Introduction to tropical fish stock assessment'.

assessment fao-manual fish fish-stocks

Biosphere - Marine Life and Fishery

  • Total packages: 1
  • Total downloads: 654 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 2

Packages

  • cran.r-project.org: TropFishR 654 downloads last month
hockeystick

Make essential Climate Change datasets easily available to non-climate experts.

carbon carbon-dioxide-data carbon-emissions climate climate-change climate-data climate-science ggplot2 methane noaa r rstats sea-ice sea-levels temperature-data warming-stripes

Climate Change - Climate Data Access and Visualization

  • Total packages: 2
  • Total downloads: 652 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

earth-osm

Provides a Python API and a CLI interface to extract data for various power infrastructure types, such as power lines, substations, and more.

earth-osm open-data openstreetmap power pypsa

Energy Systems - Grid Analysis and Planning

  • Total packages: 1
  • Total downloads: 650 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • pypi.org: earth-osm 650 downloads last month
tidyhydat

An R package to import Water Survey of Canada hydrometric data and make it tidy.

citz government-data hydrology hydrometrics r r-package rstats tidy-data water-resources

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 2
  • Total downloads: 647 downloads
  • Total docker downloads: 130,623
  • Total dependent packages: 4 (may contain duplicates)
  • Total dependent repositories: 10 (may contain duplicates)

Packages

CO2MPAS-TA

CO2MPAS is backward-looking longitudinal-dynamics CO2 and fuel-consumption simulator for light-duty vehicles.

automotive co2 eu fuel-consumption jrc nedc simulator vehicle wltp

Consumption - Mobility and Transportation

  • Total packages: 4
  • Total downloads: 645 downloads last month
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

feedinlib

Contains implementations of photovoltaic models to calculate electricity generation from a PV installation based on given solar radiation. Furthermore it contains all necessary pre-calculations.

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 3
  • Total downloads: 639 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

FedData

R package implementing functions to automate downloading geospatial data available from several federated data sources in hydology, soil, climatology, cropland or landcover.

peer-reviewed r r-package rstats

Sustainable Development - Data Catalogs and Interfaces

  • Total packages: 3
  • Total downloads: 634 downloads
  • Total docker downloads: 88,618
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

wqtrends

R package to assess water quality trends with generalized additive models.

package reporting san-francisco-bay time-series-analysis water-quality

Natural Resources - Water Supply and Quality

  • Total packages: 1
  • Total downloads: 626 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: wqtrends 626 downloads last month
pypromice

Deliver data about the mass balance of the Greenland ice sheet in near real-time.

greenland weather weather-station

Cryosphere - Glacier and Ice Sheets

  • Total packages: 3
  • Total downloads: 624 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

rlandfire

Provides access to a diverse suite of spatial data layers via the LANDFIRE Product Services (LFPS) API.

Biosphere - Wildfire

  • Total packages: 2
  • Total downloads: 617 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

QSDsan

A package for the quantitative sustainable design of sanitation and resource recovery systems.

dynamic-simulations life-cycle-assessment process-modeling quantitative-sustainable-design resource-recovery sanitation sustainability-analysis techno-economic-analysis

Industrial Ecology - Life Cycle Assessment

  • Total packages: 3
  • Total downloads: 617 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

sharpshootR

Miscellaneous soil data management, summary, visualization, and conversion utilities to support soil survey.

Natural Resources - Soil and Land

  • Total packages: 1
  • Total downloads: 611 downloads last month
  • Total docker downloads: 21,613
  • Total dependent packages: 1
  • Total dependent repositories: 4

Packages

  • cran.r-project.org: sharpshootR 611 downloads last month
echoSMs

Making acoustic scattering models available to fisheries and plankton scientists.

acoustics backscatter fisheries models plankton scattering

Biosphere - Marine Life and Fishery

  • Total packages: 3
  • Total downloads: 610 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

photovoltaic

A Python library used in photovoltaics.

Renewable Energy - Photovoltaics and Solar Energy

  • Total packages: 1
  • Total downloads: 603 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 1

Packages

bioRad

R package for analysis and visualisation of biological signals in weather radar data.

aeroecology enram eumetnet-opera lifewatch movement-ecology nexrad oscibio package r radar weather-radar wsr-88d

Biosphere - Avian Monitoring and Analysis

  • Total packages: 1
  • Total downloads: 602 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: bioRad 602 downloads last month
Open-IMO-CII-Calculator

A C# library for calculating the carbon intensity indicator for ships, in accordance with the International Maritime Organization's carbon regulations.

carbon-emissions carbon-intensity carbon-intensity-indicator cii imo imo-cii international-maritime-organization international-trade marine ship shipping shipping-carbon-intensity-indicator shipping-cii sustainability

Emissions - Carbon Intensity and Accounting

  • Total packages: 3
  • Total downloads: 597 downloads total
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

HydPy

An interactive framework for developing and applying different types of hydrological models, originally developed at the Ruhr-University Bochum for specific research purposes.

Hydrosphere - Freshwater and Hydrology

  • Total packages: 2
  • Total downloads: 597 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

PowerSystems.jl

Provides a rigorous data model using Julia structures to enable power systems analysis and modeling.

electrical energy-system julia nrel powersystems

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 3
  • Total downloads: 594 downloads
  • Total dependent packages: 16 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

entropart

An R package that provides functions to calculate alpha, beta and gamma diversity of communities, including phylogenetic and functional diversity.

biodiversity diversity entropy-partitioning estimator measure species

Biosphere - Biodiversity Analysis and Metrics

  • Total packages: 1
  • Total downloads: 579 downloads last month
  • Total docker downloads: 42,767
  • Total dependent packages: 4
  • Total dependent repositories: 11

Packages

  • cran.r-project.org: entropart 579 downloads last month
PCT

The goal is to increase the accessibility and reproducibility of the data produced by the Propensity to Cycle Tool (PCT).

Consumption - Mobility and Transportation

  • Total packages: 3
  • Total downloads: 571 downloads
  • Total dependent packages: 4 (may contain duplicates)
  • Total dependent repositories: 8 (may contain duplicates)

Packages

BeeBDC

Bee Biodiversity Data Cleaning.

Biosphere - Biodiversity Data Cleaning and Standardization

  • Total packages: 1
  • Total downloads: 567 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: BeeBDC 567 downloads last month
ESIOS

Comprehensive library to access the Spanish electricity market entity in Python.

Energy Systems - Energy Data Accessibility and Integration

  • Total packages: 1
  • Total downloads: 566 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • pypi.org: pyesios 566 downloads last month
baytrends

Evaluate long-term trends in the Chesapeake Bay using a Generalized Additive Modeling approach.

r-package

Hydrosphere - Coastal and Reefs

  • Total packages: 1
  • Total downloads: 566 downloads last month
  • Total docker downloads: 21,613
  • Total dependent packages: 0
  • Total dependent repositories: 2

Packages

  • cran.r-project.org: baytrends 566 downloads last month
snotelr

R toolbox to facilitate easy SNOTEL data exploration and downloads through a convenient shiny based GUI.

climate-data data-retrieval precipitation-data r-package rstats snotel snow

Cryosphere - Snow and Permafrost

  • Total packages: 2
  • Total downloads: 564 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

ANYstructure

Offshore Steel structure calculation tool with automatic optimization and report generation.

analysis-framework beam-section buckling cylinders design-of-offshore-steel-structures dnv-os-c101 dnvgl-os-c101 dnvgl-rp-c201 dnvgl-rp-c203 fatigue-analysis girder gui-based naval-architecture optimization-tools plate-thickness plates structural-engineering

Renewable Energy - Wind Energy

  • Total packages: 1
  • Total downloads: 562 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

SSN2

An R package for spatial statistical modeling and prediction on stream networks, including models based on in-stream distance.

Hydrosphere - Ocean Models

  • Total packages: 1
  • Total downloads: 560 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: SSN2 560 downloads last month
ForestTools

Detect and segment individual tree from remotely sensed data.

Biosphere - Forest Remote Sensing

  • Total packages: 3
  • Total downloads: 560 downloads last month
  • Total docker downloads: 606
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

enmSdmX

A set of tools in R for implementing species distribution models and ecological niche models.

bias-correction biogeography ecological-niche-modeling ecological-niche-modelling niche-modeling niche-modelling species-distribution-modeling

Biosphere - Species Distribution Modeling

  • Total packages: 3
  • Total downloads: 558 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

camtrapdp

R package to read and manipulate Camera Trap Data Packages.

camtrap-dp oscibio r r-package rstats

Biosphere - Terrestrial Wildlife

  • Total packages: 1
  • Total downloads: 557 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: camtrapdp 557 downloads last month
geohabnet

Enable users to visualise a habitat connectivity risk index for agriculture using their own parameter values.

agriculture crop geographical-information-system geography network-analysis networks r surveillance

Biosphere - Conservation and Restoration

  • Total packages: 3
  • Total downloads: 556 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

SounderPy

A Python package that helps you to access and plot vertical profile data for meteorological analysis.

atmospheric-science atmospheric-sciences data-analysis-python meteorology python weather weather-data

Atmosphere - Atmospheric Composition and Dynamics

  • Total packages: 2
  • Total downloads: 555 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

httk

An open source R package from US EPA for high throughput toxicokinetics and reverse dosimetry, enabling chemical exposure and risk prediction for environmental health applications.

comptox ord

Natural Resources - Ecotoxicology

  • Total packages: 1
  • Total downloads: 554 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 1

Packages

  • cran.r-project.org: httk 554 downloads last month
ESMValTool

A community diagnostic and performance metrics tool for routine evaluation of Earth system models in World Climate Research Programme.

Climate Change - Earth and Climate Modeling

  • Total packages: 1
  • Total downloads: 553 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 1

Packages

TZ-OSeMOSYS

A TransitionZero implementation of the OSeMOSYS systems model.

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 1
  • Total downloads: 546 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

Fields of The World

A comprehensive benchmark dataset designed to enhance the development of machine learning models for instance segmentation of agricultural field boundaries.

Consumption - Agriculture and Nutrition

  • Total packages: 1
  • Total downloads: 544 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • pypi.org: ftw-tools 544 downloads last month
Streetmix

Makes it easy for people to design public spaces together.

city-builder city-planning civic-tech hacktoberfest streetmix urban-planning

Consumption - Mobility and Transportation

  • Total packages: 1
  • Total downloads: 544 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 4

Packages

BIOMASS

An R package for estimating aboveground biomass and its uncertainty in tropical forests.

Biosphere - Biomass

  • Total packages: 3
  • Total downloads: 540 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 5 (may contain duplicates)

Packages

Metocean-stats

A tool for comprehensive statistics and visualization of metocean data like wind, waves, ocean currents, tide levels, air and water temperature, sea ice, and more.

Hydrosphere - Ocean and Hydrology Data Access

  • Total packages: 1
  • Total downloads: 530 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

cyclestreets

The goal of cyclestreets is to provide a simple R interface to the CycleStreets routing service.

cycling r routing transport transportation-planning

Consumption - Mobility and Transportation

  • Total packages: 2
  • Total downloads: 526 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

Paleoclimate

Analysis of Paleoclimate Data.

Climate Change - Climate Data Processing and Analysis

  • Total packages: 3
  • Total downloads: 523 downloads last month
  • Total docker downloads: 36
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

ClimateSERVpy

Enables access to the ClimateSERV API where many types of climate data can be subset by area of interest, and time range, then either downloaded as tif, or NetCDf files, or the data can be statistically processed to render json values or csv.

chirps climateserv dataset emodis esi imerg python smap time-series

Climate Change - Climate Data Access and Visualization

  • Total packages: 3
  • Total downloads: 522 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

BioCro

A model that predicts plant growth over time given crop-specific parameters and environmental data as input.

Biosphere - Plants and Vegetation

  • Total packages: 1
  • Total downloads: 519 downloads last month
  • Total docker downloads: 62,285
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: BioCro 519 downloads last month
Eradiate

A next-generation radiative transfer model for Earth observation applications.

earth-observation radiative-transfer

Atmosphere - Radiative Transfer

  • Total packages: 2
  • Total downloads: 516 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

eixport

An R package that provides functions to read emissions from VEIN and from other models in different formats and export the emissions into the appropriate format suitable to other models.

atmospheric-models atmospheric-science emissions exporting-emissions wrf

Emissions - Emission Observation and Modeling

  • Total packages: 2
  • Total downloads: 505 downloads last month
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

ASSUME

An open-source toolbox for agent-based simulations of European electricity markets, with a primary focus on the German market setup.

Energy Systems - Energy Markets

  • Total packages: 2
  • Total downloads: 505 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

meteoland

Functions to estimate weather variables at any position of a landscape.

Natural Resources - Soil and Land

  • Total packages: 2
  • Total downloads: 503 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

accessibility

Given a pre-computed travel cost matrix and a land use dataset (containing the location of jobs, healthcare and population, for example), the package allows one to calculate accessibility levels and accessibility poverty and inequality.

accessibility r transport transport-accessibility

Consumption - Mobility and Transportation

  • Total packages: 1
  • Total downloads: 502 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 0

Packages

climatrends

Provides methods to compute precipitation and temperature indices for climate models in ecology.

climate-data climatology timeseries-analysis

Consumption - Agriculture and Nutrition

  • Total packages: 3
  • Total downloads: 501 downloads
  • Total docker downloads: 21,613
  • Total dependent packages: 3 (may contain duplicates)
  • Total dependent repositories: 6 (may contain duplicates)

Packages

CMIP7 Data Request Software

Quick user guide for python software to interact with the CMIP7 data request.

Climate Change - Climate Data Access and Visualization

  • Total packages: 1
  • Total downloads: 500 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

Ecoscope

An open-source analysis module for tracking, environmental and conservation data analyses.

Biosphere - Conservation and Restoration

  • Total packages: 2
  • Total downloads: 499 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

hn2016_falwa

A Python library for computing Finite-Amplitude Local Wave Activity from climate data.

climate climate-analysis climate-data climate-data-analysis climate-science hacktoberfest python science science-research

Climate Change - Climate Data Processing and Analysis

  • Total packages: 3
  • Total downloads: 495 downloads last month
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

CoastSat

Enables users to obtain time-series of shoreline position at any coastline worldwide from 30+ years of publicly available satellite imagery.

coastal-engineering earth-engine geospatial google-earth-engine jupyter-notebook landsat-5 landsat-7 landsat-8 landsat-9 python remote-sensing satellite-images sentinel-2 shoreline-detection

Hydrosphere - Coastal and Reefs

  • Total packages: 3
  • Total downloads: 495 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

spanner

Utilities to support landscape-, forest-, and tree-related data collection, manipulation, analysis, modelling, and visualization.

data-visualization ecology forest-analysis landscape-ecology lidar modeling patches point-cloud rcpp rcpparmadillo remote-sensing spatial-analysis tree-segmentation

Biosphere - Forest Modeling and Analysis

  • Total packages: 2
  • Total downloads: 495 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

QBMS

This R package assists breeders in linking data systems with their analytic pipelines, a crucial step in digitizing breeding processes.

Consumption - Agriculture and Nutrition

  • Total packages: 1
  • Total downloads: 494 downloads last month
  • Total docker downloads: 21,613
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

  • cran.r-project.org: QBMS 494 downloads last month
medfate

Functions to simulate Mediterranean forest functioning and dynamics using cohort-based description of vegetation.

Biosphere - Forest Modeling and Analysis

  • Total packages: 2
  • Total downloads: 493 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 3 (may contain duplicates)

Packages

eplusr

Provides a rich toolkit of using whole building energy simulation program EnergyPlus directly in R, which enables programmatic navigation, modification of EnergyPlus, conducts parametric simulations and retrieves outputs.

energy-simulation energyplus energyplus-models eplus epw idd idf parametric-simulation r r6 simulation

Consumption - Buildings and Heating

  • Total packages: 2
  • Total downloads: 491 downloads
  • Total dependent packages: 1 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

rnpn

R client for interacting with the USA National Phenology Network data web services.

data national-phenology-network phenology r r-package rstats species web-api

Biosphere - Plants and Vegetation

  • Total packages: 1
  • Total downloads: 487 downloads last month
  • Total docker downloads: 88,633
  • Total dependent packages: 0
  • Total dependent repositories: 2

Packages

  • cran.r-project.org: rnpn 487 downloads last month
ChaProEV

This repository contains the Charging Profiles of Electric Vehicles model.

charging-profiles charging-stations electric-vehicles modelling

Consumption - Mobility and Transportation

  • Total packages: 1
  • Total downloads: 487 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • pypi.org: chaproev 487 downloads last month
antaresViz

Visualize the results of Antares, an Open Source power system simulator meant to be used by anybody placing value in quantifying the adequacy or the economic performance of interconnected energy systems, at short or remote time horizons.

adequacy bilan dygraphs electric energy leaflet linear-programming manipulatewidge monte-carlo-simulation optimization plotly previsionnel r renewable-energy rte shiny shiny-apps simulation stochastic-simulation-algorithm tyndp

Energy Systems - Energy System Modeling Frameworks

  • Total packages: 1
  • Total downloads: 485 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 1

Packages

  • cran.r-project.org: antaresViz 485 downloads last month
phenocamr

Facilitates the retrieval and post-processing of PhenoCam time series.

phenocam phenocam-data phenology-modelling remote-sensing

Biosphere - Terrestrial Wildlife

  • Total packages: 2
  • Total downloads: 479 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 2 (may contain duplicates)

Packages

GEB

Coupling of an agent-based model which simulates millions individual people or households, a hydrological model, a vegetation model and a hydrodynamic model.

Hydrosphere - Freshwater and Hydrology

  • Total packages: 3
  • Total downloads: 479 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

FuelDeep3D

Provides tools for processing, feature extraction, and classification of 3D forest point clouds for fuel assessment application.

deep-learning forestry fuels geospatial lidar lidr point-cloud pytorch r remote-sensing reticulate rgl segmentation

Biosphere - Forest Remote Sensing

  • Total packages: 1
  • Total downloads: 473 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: FuelDeep3D 473 downloads last month
ECOTOXr

Provides access in R to ECOTOX, a comprehensive knowledgebase providing single chemical environmental toxicity data on aquatic and terrestrial species.

data database

Biosphere - Ecological and Environmental Modeling

  • Total packages: 1
  • Total downloads: 473 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 0

Packages

  • cran.r-project.org: ECOTOXr 473 downloads last month
impactco2

Comparing the CO₂e consumption of various equivalent products.

calculator climat co2

Consumption - Computation and Communication

  • Total packages: 3
  • Total downloads: 472 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

Verif

A command-line tool that lets you verify the quality of weather forecasts for point locations.

evaluation forecasting prediction statistics verification weather

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 1
  • Total downloads: 470 downloads last month
  • Total dependent packages: 1
  • Total dependent repositories: 5

Packages

  • pypi.org: verif 470 downloads last month
Climakitae

Enable a transition from climate vulnerability assessments to decision support for investor-owned utilities and other stakeholders.

Climate Change - Climate Data Processing and Analysis

  • Total packages: 2
  • Total downloads: 469 downloads last month
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

Sustainability Scanner

An open source tool that helps you create a more sustainable infrastructure on AWS by evaluating it against a set of sustainability best practices and generating a report with a sustainability score and suggested improvements to apply to your template.

Consumption - Computation and Communication

  • Total packages: 2
  • Total downloads: 465 downloads
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

snail

A Python package to help with analysis of the potential impacts of climate hazards and other perils on infrastructure networks.

Climate Change - Natural Hazard and Storms

  • Total packages: 1
  • Total downloads: 456 downloads last month
  • Total dependent packages: 0
  • Total dependent repositories: 1

Packages

riem

Allows to get weather data from ASOS airports stations all around the globe.

airports asos iowa-environment-mesonet metar peer-reviewed r r-package rstats temperature weather weather-api

Atmosphere - Meteorological Observation and Forecast

  • Total packages: 2
  • Total downloads: 455 downloads last month
  • Total docker downloads: 88,618
  • Total dependent packages: 0 (may contain duplicates)
  • Total dependent repositories: 0 (may contain duplicates)

Packages

vak

A neural network framework for animal acoustic communication and bioacoustics.

animal-communication animal-vocalizations bioacoustic-analysis bioacoustics birdsong python python3 pytorch spectrograms speech-processing torch torchvision vocalizations

Biosphere - Bioacoustics and Acoustic Data Analysis

  • Total packages: 2
  • Total downloads: 453 downloads last month
  • Total dependent packages: 2 (may contain duplicates)
  • Total dependent repositories: 1 (may contain duplicates)

Packages

  • pypi.org: vak 453 downloads last month
  • conda-forge.org: vak