SlideRule Earth

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

Sustainable Development - Environmental Satellites - Last synced: 24 Jan 2026 - Ranking: 15.9

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 - Last synced: 25 Jan 2026 - Ranking: 15.9

Kepler

Uses eBPF to probe energy related system stats and exports as Prometheus metrics.

cloud-native energy-consumption energy-efficiency energy-monitor kubernetes prometheus prometheus-exporter sustainability

Consumption - Computation and Communication - Last synced: 25 Jan 2026 - Ranking: 15.8

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 - Last synced: 25 Jan 2026 - Ranking: 15.8

pygfunction

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

Renewable Energy - Geothermal Energy - Last synced: 25 Jan 2026 - Ranking: 15.8

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 - Last synced: 25 Jan 2026 - Ranking: 15.8

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 - Last synced: 25 Jan 2026 - Ranking: 15.8

hydroscoper

An R interface to the Greek National Data Bank for Hydrometeorological Information.

climate greece hydrology hydrometeorology hydroscope meteorological-data meteorological-stations peer-reviewed r r-package rstats tidy-data time-series water-resources

Hydrosphere - Freshwater and Hydrology - Last synced: 25 Jan 2026 - Ranking: 15.8

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 - Last synced: 25 Jan 2026 - Ranking: 15.8

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 - Last synced: 25 Jan 2026 - Ranking: 15.8

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 - Last synced: 25 Jan 2026 - Ranking: 15.8

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 - Last synced: 25 Jan 2026 - Ranking: 15.8

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 - Last synced: 25 Jan 2026 - Ranking: 15.7

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 - Last synced: 25 Jan 2026 - Ranking: 15.7

brightway2

An open source framework for life cycle assessment.

bw2 documentation life-cycle-assessment python

Industrial Ecology - Life Cycle Assessment - Last synced: 25 Jan 2026 - Ranking: 15.7

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 - Last synced: 25 Jan 2026 - Ranking: 15.7

iotables

Reproducible input-output economic analysis, economic and environmental impact assessment with empirical data.

r r-package rstats

Industrial Ecology - Input Output Model - Last synced: 25 Jan 2026 - Ranking: 15.6

sharpshootR

Miscellaneous soil data management, summary, visualization, and conversion utilities to support soil survey.

Natural Resources - Soil and Land - Last synced: 25 Jan 2026 - Ranking: 15.6

getCRUCLdata

Provides functions that automate importing CRU CL v. 2.0 climatology data into R.

climate-data cru cru-cl2 data-access diurnal-temperature elevation frost peer-reviewed r r-package rainfall relative-humidity rstats solar-radiation temperature wind

Climate Change - Climate Data Processing and Analysis - Last synced: 25 Jan 2026 - Ranking: 15.6

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 - Last synced: 25 Jan 2026 - Ranking: 15.6

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 - Last synced: 25 Jan 2026 - Ranking: 15.5

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 - Last synced: 25 Jan 2026 - Ranking: 15.5

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 - Last synced: 25 Jan 2026 - Ranking: 15.5

OpenGHG

A cloud platform for greenhouse gas data analysis and collaboration.

analysis cloud collaboration data-science greenhouse-gas

Emissions - Emission Observation and Modeling - Last synced: 25 Jan 2026 - Ranking: 15.5

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 - Last synced: 25 Jan 2026 - Ranking: 15.5

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 - Last synced: 25 Jan 2026 - Ranking: 15.4

OBI

The Open-Bodem-Index-Calculator is a tool that evaluates the soil of agricultural fields based on four main criteria: chemical, physical, biological and management.

agriculture package r soil

Consumption - Agriculture and Nutrition - Last synced: 25 Jan 2026 - Ranking: 15.4

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 - Last synced: 25 Jan 2026 - Ranking: 15.4

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 - Last synced: 25 Jan 2026 - Ranking: 15.3

photosynthesis

An R package with modeling tools for C3 photosynthesis, as well as analytical tools for curve-fitting plant ecophysiology responses.

Biosphere - Plants and Vegetation - Last synced: 25 Jan 2026 - Ranking: 15.3

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 - Last synced: 25 Jan 2026 - Ranking: 15.3

MoorDyn

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

Renewable Energy - Wind Energy - Last synced: 25 Jan 2026 - Ranking: 15.2

pyrealm

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

Biosphere - Plants and Vegetation - Last synced: 25 Jan 2026 - Ranking: 15.2

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 - Last synced: 25 Jan 2026 - Ranking: 15.2

PowerSimulations.jl

A Julia package for power system modeling and simulation of Power Systems operations.

analysis electricity energy julia optimization powersystems simulations

Energy Systems - Energy System Modeling Frameworks - Last synced: 25 Jan 2026 - Ranking: 15.2

Breezy Weather

A feature-rich weather app with good visualizations and more than 50 sources.

Atmosphere - Meteorological Observation and Forecast - Last synced: 25 Jan 2026 - Ranking: 15.2

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 - Last synced: 25 Jan 2026 - Ranking: 15.1

pyflwdir

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

basins d8 hydrography hydrology ldd topography watershed

Hydrosphere - Freshwater and Hydrology - Last synced: 25 Jan 2026 - Ranking: 15.1

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 - Last synced: 25 Jan 2026 - Ranking: 15.1

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 - Last synced: 25 Jan 2026 - Ranking: 15.0

climlab

A Python package for process-oriented climate modeling.

climate-model climate-science educational-software python

Climate Change - Earth and Climate Modeling - Last synced: 25 Jan 2026 - Ranking: 15.0

Veros

Powerful tool that makes high-performance ocean modeling approachable and fun.

climate distributed geophysics gpu jax multi-core oceanography parallel python

Hydrosphere - Ocean Models - Last synced: 25 Jan 2026 - Ranking: 15.0

MaaS Global

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

mobility mobility-as-a-service transportation

Consumption - Mobility and Transportation - Last synced: 25 Jan 2026 - Ranking: 15.0

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 - Last synced: 25 Jan 2026 - Ranking: 15.0

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 - Last synced: 25 Jan 2026 - Ranking: 15.0

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 - Last synced: 25 Jan 2026 - Ranking: 15.0

soiltexture

A toolbox for plotting, classifying and transforming soil texture data like clay, silt and sand contents.

Natural Resources - Soil and Land - Last synced: 25 Jan 2026 - Ranking: 15.0

Urban Weather Generator

A Python application for modeling the urban heat island effect.

Climate Change - Earth and Climate Modeling - Last synced: 25 Jan 2026 - Ranking: 14.9

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 - Last synced: 25 Jan 2026 - Ranking: 14.9

ThermoPack

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

Emissions - Carbon Capture - Last synced: 25 Jan 2026 - Ranking: 14.9

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 - Last synced: 25 Jan 2026 - Ranking: 14.9

Graph Weather

Data-driven approach for forecasting global weather using graph neural network.

forecasting-models graph-neural-networks pytorch weather

Atmosphere - Meteorological Observation and Forecast - Last synced: 25 Jan 2026 - Ranking: 14.9

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 - Last synced: 25 Jan 2026 - Ranking: 14.9

mosaik

A flexible Smart Grid co-simulation framework.

Energy Systems - Grid Analysis and Planning - Last synced: 25 Jan 2026 - Ranking: 14.9

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 - Last synced: 25 Jan 2026 - Ranking: 14.8

LWFBrook90R

Simulates daily transpiration, interception, soil and snow evaporation, streamflow and soil water fluxes through a soil profile covered with vegetation.

evapotranspiration modeling r-package waterbalance waterflux

Natural Resources - Soil and Land - Last synced: 25 Jan 2026 - Ranking: 14.8

clisops

Climate simulation operations.

climate-analysis climate-science netcdf4 python xarray xclim

Climate Change - Climate Data Processing and Analysis - Last synced: 25 Jan 2026 - Ranking: 14.8

CloudnetPy

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

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 25 Jan 2026 - Ranking: 14.8

ENMeval

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

Biosphere - Species Distribution Modeling - Last synced: 25 Jan 2026 - Ranking: 14.8

cellpy

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

battery chemistry data-analysis electrochemistry opensource physics

Energy Storage - Battery - Last synced: 25 Jan 2026 - Ranking: 14.8

ESMF

The Earth System Modeling Framework is a suite of software tools for developing high-performance, multi-component Earth science modeling applications.

earth-system-model earth-system-modeling earth-system-modeling-framework earth-system-modelling esmf esmx model-coupling numerical-weather-prediction nuopc nwp unified-forecast-system

Climate Change - Earth and Climate Modeling - Last synced: 25 Jan 2026 - Ranking: 14.8

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 - Last synced: 25 Jan 2026 - Ranking: 14.8

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 - Last synced: 25 Jan 2026 - Ranking: 14.8

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 - Last synced: 25 Jan 2026 - Ranking: 14.8

track2KBA

This R package is comprised of functions that facilitate the identification of areas of importance for biodiversity, such as Key Biodiversity Areas (KBAs), based on individual tracking data.

Biosphere - Conservation and Restoration - Last synced: 25 Jan 2026 - Ranking: 14.8

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 - Last synced: 25 Jan 2026 - Ranking: 14.7

Paleoclimate

Analysis of Paleoclimate Data.

Climate Change - Climate Data Processing and Analysis - Last synced: 25 Jan 2026 - Ranking: 14.7

PyBOP

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

Energy Storage - Battery - Last synced: 25 Jan 2026 - Ranking: 14.7

Gym Electric Motor

An OpenAI Gym Environment for Electric Motors.

benchmark converters electric-drive electrical-engineering gym-environment machinelearning motor-models openai openai-gym openai-gym-environments pmsm reinforcement-learning

Consumption - Mobility and Transportation - Last synced: 25 Jan 2026 - Ranking: 14.7

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 - Last synced: 25 Jan 2026 - Ranking: 14.7

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 - Last synced: 25 Jan 2026 - Ranking: 14.7

Thermofeel

A library to calculate human thermal comfort indexes.

Consumption - Buildings and Heating - Last synced: 25 Jan 2026 - Ranking: 14.7

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 - Last synced: 25 Jan 2026 - Ranking: 14.7

pygef

Simple parser for soil properties measurements.

gef geotechnical-engineering pygef python

Natural Resources - Soil and Land - Last synced: 25 Jan 2026 - Ranking: 14.7

Pymagicc

A Python wrapper around the reduced complexity climate model.

climate-model magicc-model python-wrapper

Climate Change - Earth and Climate Modeling - Last synced: 25 Jan 2026 - Ranking: 14.7

City Energy Analyst

Helps you to analyze the effects of building retrofits, land-use planning, district heating and cooling and renewable energy on the future costs, emissions and energy consumption of neighborhoods and districts.

building-energy building-energy-modeling decarbonization gis open-source python simulation ubem urban-analytics urban-design

Consumption - Buildings and Heating - Last synced: 25 Jan 2026 - Ranking: 14.7

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 - Last synced: 25 Jan 2026 - Ranking: 14.7

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 - Last synced: 25 Jan 2026 - Ranking: 14.7

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 - Last synced: 25 Jan 2026 - Ranking: 14.6

mizer

An R package to run dynamic multi-species size-spectrum models of fish communities.

ecosystem-model fish-population-dynamics fisheries fisheries-management marine-ecosystem population-dynamics r simulation size-structure species-interactions transport-equation

Biosphere - Marine Life and Fishery - Last synced: 25 Jan 2026 - Ranking: 14.6

DPsim

A solver library for dynamic power system simulation.

dynamic-phasors electromagnetic-transient emt power-systems powerflow quasi-stationary real-time simulation

Energy Systems - Energy System Modeling Frameworks - Last synced: 25 Jan 2026 - Ranking: 14.6

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 - Last synced: 25 Jan 2026 - Ranking: 14.6

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 - Last synced: 25 Jan 2026 - Ranking: 14.6

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 - Last synced: 25 Jan 2026 - Ranking: 14.5

pynco

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

Climate Change - Climate Data Processing and Analysis - Last synced: 25 Jan 2026 - Ranking: 14.5

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 - Last synced: 25 Jan 2026 - Ranking: 14.5

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 - Last synced: 25 Jan 2026 - Ranking: 14.5

baytrends

Evaluate long-term trends in the Chesapeake Bay using a Generalized Additive Modeling approach.

r-package

Hydrosphere - Coastal and Reefs - Last synced: 25 Jan 2026 - Ranking: 14.4

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 - Last synced: 25 Jan 2026 - Ranking: 14.4

FAIR

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

Climate Change - Earth and Climate Modeling - Last synced: 25 Jan 2026 - Ranking: 14.4

CliMT

A Toolkit for building Earth system models in Python.

atmospheric-modelling climate-model python

Climate Change - Earth and Climate Modeling - Last synced: 25 Jan 2026 - Ranking: 14.4

Spine-Toolbox

An application to define, manage, and execute various energy system simulation models.

anaconda data energy miniconda python simulation-model spine-toolbox workflow

Energy Systems - Energy System Modeling Frameworks - Last synced: 25 Jan 2026 - Ranking: 14.4

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 - Last synced: 25 Jan 2026 - Ranking: 14.4

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 - Last synced: 25 Jan 2026 - Ranking: 14.4

BreizhCrops

A Satellite Time Series Dataset for Crop Type Identification.

Consumption - Agriculture and Nutrition - Last synced: 25 Jan 2026 - Ranking: 14.3

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 - Last synced: 25 Jan 2026 - Ranking: 14.3

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 - Last synced: 25 Jan 2026 - Ranking: 14.3

HYDRAFloods

An open source Python application for downloading, processing, and delivering surface water maps derived from remote sensing data.

earth-engine flood google-cloud near-real-time remote-sensing surface-water

Climate Change - Natural Hazard and Storms - Last synced: 25 Jan 2026 - Ranking: 14.3

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 - Last synced: 25 Jan 2026 - Ranking: 14.2

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 - Last synced: 25 Jan 2026 - Ranking: 14.2