Categories - Climate Change

Sub Categories

Topics

flood, cmip6, integrated-assessment, xclim, esgf, e3sm, hazard, hazard-assessment, cesm, climate-data-analysis, chirps, hurricane, tropical-cyclone, integrated-assessment-model, cmip, inundation, emodis, esi, s2s, imerg, climateserv, netcdf-files, disaster, climate-datasets, icclim, cf, climate-indices, cf-conventions, ncar, neuralgcm, ugrid, esmf, floods, climate-forecasting, cmip5, national-water-center, climate-models, coupled-human-natural-systems, gcam, human-earth-system, xcdat, paleogeography, pcmdi, earth-system-science, earth-system-data, paleoclimate, lithology, landscape-evolution-model, erosion-process, compaction, basin-modeling, mtclim, flood-inundation-maps, hut23-1077, smap, h5py, transcription, digitization, data-rescue, archives, demographics, colombia, earth-system, duration-steps, duration, design-rainfall, sunpy, sun, solar-physics, astropy, cloud-optimized, national-water-model, hand, model-diagnostics, satellite-imagery-analysis, landsat-data, geodata, multiple-threads, vulnerability, reinsurance, loss, insurance, catastrophe-modelling, climate-sciences, climate-research, cdat, pollen-measurements, phenology-data, ogd, cgenie, ndimensional-arrays, compressed, weather-conditions, tropical-cyclone-variability, potential-intensity, hurricanes, hurricane-calculations, return-period, kostra, intensity-duration-frequency, heavy-rain, dwa-a-531, dwa, nuopc, model-coupling, esmx, earth-system-modelling, earth-system-modeling-framework, tiros, radiometric, metop, lac, gac, avhrr, near-real-time, weather-information, ncei, ncdc, historical-weather, gsod, global-data, daily-weather, floodplain, variance-scaling, quantile-mapping, quantile-delta-mapping, linear-scaling, detrended-quantile-mapping, delta-method, delta-change-method, cdf, bias-adjustment, urban-climate-model, pca, eof-analysis, dimensionality-reduction, um, pp, cfunits, cfdm, norwegian, noresm, unstructured-grids, matlab-toolbox, strategic-planning, hector, prepare, cmor3, warming-stripes, sea-levels, carbon-dioxide-data, mpas-analysis, mpas, tropical-storms, cyclones-behaviour, gcam-china, china, anuclim, sr15, pathway-analysis, sedimentation, sediment-transport, daily-data, parameters, ecco, soil-plant-atmosphere, sif, fluorescence, servirglobal, servir, ndvi, landslide, debrisflow, gfdl, fms, cyclone, zealand, national-climate-database, kml, climate-stations, rating-curve, hec-ras, tropical, redhat, oracle-cloud, openmp, intel-oneapi, intel, gfortran, gcc, cyclones, adcirc, gpm-imerg, meteorologia, agricultura, inasafe, disasterresponse, gridded-climate-data, aoi, climate-simulations, climate-indicators, ai-for-climate, rstats-package, ohio-state-university, oceans, fever, byrd, predictive-analytics, multimodel-ensemble, flood-monitoring, ecosystem, clm, tensorflow2, sckit-learn, ensemble-machine-learning, s2d, hector-model, disaster-risk-management, wsl2, ububtu, meteorology-library, netcdf-library, netcdf-fortran, regrid, netcdf-operators, nco, hdf, gsl, xgcm, cmip6-data, lisvap, lisflood, glofas, efas, ornl-daac, climate-and-forecast-conventions, gdpcir, climate-impacts, geoinformatics, calculation-climate, apache-beam, timeseries-format, scenario-data, macro-energy, integrated-assessment-scenarios, iamc-format, storms, performance-diagram, mrms, hail, flood-risk-models, warming-levels, ipcc-regions, climate4r, climate-change-atlas, sea-ice-thickness, scicomm, statistical-analysis, levelspace, historical-climate-data, future-climate-scenarios, environmental-sciences, complexity-science, climate-data-visualization, mpi4py, med-team, sdg-11, psha, openquake-engine, openquake, cluster, cansips, cangrd, ahccd, hadcrut5, solar-radiation, relative-humidity, catastrophe-model, logon, data-catalog, cesm-lens, model-validation, forecast-evaluation, contingency-table, archiving, projection, conflict, roms, regional, regcm, coupled, worldclim, shared-socioeconomic-pathways, parallel-execution, netlogo, logonia, aemet, sfs, jedi, gefs, gdas, xarray-accessor, earthkit, unidata-netcdf, oceanic-nino, ecmwf-services, cds, tsunami, surge, storm, adaptive, magicc-model, large-language-models, climate-services, climate-assessments, frost, elevation, diurnal-temperature, cru-cl2, cru, world3, spaceweather, iris, workflow-management, workflow-engine, workflow-automation, scheduler, metascheduler, cylc, cycling-workflows, ogc, indices, ropenspain, forecast-api,

Projects

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 - Last synced: 05 Jan 2026 - Ranking: 32.2

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 - Last synced: 05 Jan 2026 - Ranking: 28.4

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 - Last synced: 05 Jan 2026 - Ranking: 26.1

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 - Last synced: 04 Jan 2026 - Ranking: 23.8

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 - Last synced: 05 Jan 2026 - Ranking: 23.6

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 - Last synced: 04 Jan 2026 - Ranking: 22.7

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 - Last synced: 05 Jan 2026 - Ranking: 22.6

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 - Last synced: 05 Jan 2026 - Ranking: 22.2

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 - Last synced: 05 Jan 2026 - Ranking: 21.8

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 - Last synced: 05 Jan 2026 - Ranking: 21.7

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 - Last synced: 05 Jan 2026 - Ranking: 21.5

cf-xarray

An accessor for xarray objects that interprets CF attributes.

cf-conventions metadata xarray

Climate Change - Climate Data Standards - Last synced: 05 Jan 2026 - Ranking: 21.5

cdsapi

Python API to access the Copernicus Climate Data Store.

Climate Change - Climate Data Access and Visualization - Last synced: 05 Jan 2026 - Ranking: 21.2

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 Storm - Last synced: 05 Jan 2026 - Ranking: 20.4

uxarray

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

geoscience ugrid unstructured-grids

Climate Change - Climate Data Processing and Analysis - Last synced: 05 Jan 2026 - Ranking: 19.9

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 - Last synced: 05 Jan 2026 - Ranking: 19.8

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 - Last synced: 05 Jan 2026 - Ranking: 19.7

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 Storm - Last synced: 05 Jan 2026 - Ranking: 19.0

PRISM

Download data from the Oregon PRISM climate data project.

r r-package rstats

Climate Change - Climate Data Access and Visualization - Last synced: 05 Jan 2026 - Ranking: 18.7

ecmwf-opendata

A package to simplify the download of ECMWF open data.

Climate Change - Climate Data Access and Visualization - Last synced: 05 Jan 2026 - Ranking: 18.6

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 - Last synced: 05 Jan 2026 - Ranking: 18.6

GSODR

Global Surface Summary of the Day Weather Data Client for R.

daily-data daily-weather data-access global-data gsod historical-data historical-weather ncdc ncei r r-package rstats weather weather-data weather-information weather-stations

Climate Change - Climate Data Access and Visualization - Last synced: 04 Jan 2026 - Ranking: 18.5

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 - Last synced: 04 Jan 2026 - Ranking: 18.3

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 - Last synced: 05 Jan 2026 - Ranking: 18.2

netcdf-c

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

c hacktoberfest netcdf unidata unidata-netcdf

Climate Change - Climate Data Standards - Last synced: 05 Jan 2026 - Ranking: 18.1

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 Storm - Last synced: 05 Jan 2026 - Ranking: 17.8

Dinosaur

A spectral dynamical core for global atmospheric modeling written in JAX.

neuralgcm

Climate Change - Earth and Climate Modeling - Last synced: 05 Jan 2026 - Ranking: 17.7

pycontrails

Python library for modeling aviation climate impacts.

library

Climate Change - Earth and Climate Modeling - Last synced: 05 Jan 2026 - Ranking: 17.6

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 - Last synced: 05 Jan 2026 - Ranking: 17.5

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 - Last synced: 04 Jan 2026 - Ranking: 17.5

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 - Last synced: 05 Jan 2026 - Ranking: 17.3

NeuralGCM

A package for building hybrid ML+Physics atmospheric models for weather and climate simulations.

climate neuralgcm weather

Climate Change - Earth and Climate Modeling - Last synced: 05 Jan 2026 - Ranking: 17.2

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 - Last synced: 05 Jan 2026 - Ranking: 17.2

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 - Last synced: 05 Jan 2026 - Ranking: 17.0

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 - Last synced: 05 Jan 2026 - Ranking: 16.8

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 Storm - Last synced: 04 Jan 2026 - Ranking: 16.8

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 - Last synced: 05 Jan 2026 - Ranking: 16.6

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 - Last synced: 04 Jan 2026 - Ranking: 16.6

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 - Last synced: 05 Jan 2026 - Ranking: 16.4

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: 04 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: 05 Jan 2026 - Ranking: 15.7

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: 04 Jan 2026 - Ranking: 15.6

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: 04 Jan 2026 - Ranking: 15.4

Paleoclimate

Analysis of Paleoclimate Data.

Climate Change - Climate Data Processing and Analysis - Last synced: 04 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: 05 Jan 2026 - Ranking: 15.1

clisops

Climate simulation operations.

climate-analysis climate-science netcdf4 python xarray xclim

Climate Change - Climate Data Processing and Analysis - Last synced: 05 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: 05 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: 05 Jan 2026 - Ranking: 15.0

FAIR

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

Climate Change - Earth and Climate Modeling - Last synced: 05 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: 05 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: 05 Jan 2026 - Ranking: 14.9

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: 05 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: 05 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: 05 Jan 2026 - Ranking: 14.7

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 - Last synced: 05 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: 05 Jan 2026 - Ranking: 14.5

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: 05 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: 05 Jan 2026 - Ranking: 14.4

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 - Last synced: 04 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: 05 Jan 2026 - Ranking: 14.2

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 Storm - Last synced: 05 Jan 2026 - Ranking: 14.2

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 - Last synced: 05 Jan 2026 - Ranking: 13.6

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 Storm - Last synced: 05 Jan 2026 - Ranking: 13.3

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 - Last synced: 05 Jan 2026 - Ranking: 13.2

LISFLOOD

A spatially distributed water resources model, developed by the Joint Research Centre of the European Commission since 1997.

copernicus cordex efas environmental-modelling flood forecasting glofas hydrological-modelling lisflood lisvap

Climate Change - Natural Hazard and Storm - Last synced: 05 Jan 2026 - Ranking: 13.2

weather-tools

A series of command-line tools to make common data engineering tasks easier for researchers in climate and weather.

apache-beam python weather

Climate Change - Climate Data Processing and Analysis - Last synced: 05 Jan 2026 - Ranking: 13.1

ML4Floods

An ecosystem of data, models and code pipelines to tackle flooding with machine learning.

Climate Change - Natural Hazard and Storm - Last synced: 05 Jan 2026 - Ranking: 13.1

ibicus

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

Climate Change - Climate Data Processing and Analysis - Last synced: 05 Jan 2026 - Ranking: 13.0

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 Storm - Last synced: 04 Jan 2026 - Ranking: 12.9

FloodAdapt

A decision-support tool that seeks to advance and accelerate flooding-related adaptation planning.

Climate Change - Natural Hazard and Storm - Last synced: 04 Jan 2026 - Ranking: 12.9

ciceroscm

Python version of the CICERO-SCM simple climate model/emulator.

Climate Change - Earth and Climate Modeling - Last synced: 05 Jan 2026 - Ranking: 12.8

ClimateLearn

A Python library for accessing state-of-the-art climate data and machine learning models in a standardized, straightforward way.

climate-change climate-science deep-learning machine-learning

Climate Change - Climate Data Access and Visualization - Last synced: 05 Jan 2026 - Ranking: 12.8

DeepSensor

A Python package for tackling diverse environmental prediction tasks with neural processes.

Climate Change - Climate Downscaling - Last synced: 05 Jan 2026 - Ranking: 12.7

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 - Last synced: 05 Jan 2026 - Ranking: 12.6

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 - Last synced: 05 Jan 2026 - Ranking: 12.5

era5cli

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

Climate Change - Climate Data Processing and Analysis - Last synced: 05 Jan 2026 - Ranking: 12.5

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 - Last synced: 04 Jan 2026 - Ranking: 12.5

MetSim

A meteorological simulator and forcing disaggregator for hydrologic modeling and climate applications.

climate disaggregation hydrology meteorology mtclim

Climate Change - Earth and Climate Modeling - Last synced: 05 Jan 2026 - Ranking: 12.4

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 - Last synced: 05 Jan 2026 - Ranking: 12.4

CMIP7 Data Request Software

Quick user guide for python software to interact with the CMIP7 data request.

Climate Change - Climate Data Access and Visualization - Last synced: 05 Jan 2026 - Ranking: 12.4

cmip6-downscaling

Climate downscaling using CMIP6 data.

Climate Change - Climate Downscaling - Last synced: 04 Jan 2026 - Ranking: 12.3

aospy

A Python package for automated analysis and management of gridded climate data.

climate netcdf python science xarray

Climate Change - Climate Data Processing and Analysis - Last synced: 04 Jan 2026 - Ranking: 12.3

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 Storm - Last synced: 05 Jan 2026 - Ranking: 12.3

CTSM

The Community Land Model is the land model for the Community Earth System Model, which formalises and quantifies concepts of ecological climatology.

cesm climate clm ecosystem hydrology land land-surface-model ncar

Climate Change - Earth and Climate Modeling - Last synced: 05 Jan 2026 - Ranking: 11.9

python-cmethods

Serves as a collection of different scale- and distribution-based bias correction techniques for climatic research.

bias-adjustment bias-correction cdf climate-data climate-data-analysis climate-science delta-change-method delta-method detrended-quantile-mapping linear-scaling python python-module quantile-delta-mapping quantile-mapping reanalysis variance-scaling

Climate Change - Climate Data Processing and Analysis - Last synced: 05 Jan 2026 - Ranking: 11.8

Sacpy

An effecient Statistical Analysis tool (e.g. regression, EOF, MCA) for Climate and Meteorology data.

Climate Change - Climate Data Processing and Analysis - Last synced: 04 Jan 2026 - Ranking: 11.7

TopoPyScale

Perform topography-based downscaling of climate data to the hillslope scale.

climate climate-science clustering dem downscaling era5 geoscience joss science timeseries xarray

Climate Change - Climate Downscaling - Last synced: 05 Jan 2026 - Ranking: 11.7

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 - Last synced: 05 Jan 2026 - Ranking: 11.6

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 - Last synced: 05 Jan 2026 - Ranking: 11.6

StormEvents

Provides Python interfaces for observational data surrounding named storm events.

Climate Change - Natural Hazard and Storm - Last synced: 05 Jan 2026 - Ranking: 11.5

weatherOz

Aims to facilitate access and download weather and climate data for Australia from Australian data sources.

api-client australia climate data r rainfall rstats weather weather-api weather-forecast

Climate Change - Climate Data Processing and Analysis - Last synced: 05 Jan 2026 - Ranking: 11.5

The Flexible Modeling System

A software framework for supporting the efficient development, construction, execution, and scientific interpretation of atmospheric, oceanic, and climate system models.

climate climate-model fms fortran gfdl infrastructure netcdf

Climate Change - Earth and Climate Modeling - Last synced: 05 Jan 2026 - Ranking: 11.5

Bluemath

Provide a set of statistical tools tailored for climate data analysis, with a focus on statistical classification and prediction.

Climate Change - Climate Data Processing and Analysis - Last synced: 05 Jan 2026 - Ranking: 11.4

amadeus

A mechanism for data, environments, and user setup for common environmental and climate health datasets in R.

Climate Change - Climate Data Access and Visualization - Last synced: 04 Jan 2026 - Ranking: 11.3

freva

A data search and analysis platform developed by the atmospheric science community.

Climate Change - Climate Data Processing and Analysis - Last synced: 05 Jan 2026 - Ranking: 11.3

easyclimate

Easy access to high-resolution daily climate data for Europe.

climate-data europe r-package

Climate Change - Climate Data Access and Visualization - Last synced: 05 Jan 2026 - Ranking: 11.3

gospl

Global Scalable Paleo Landscape Evolution Model is an library providing a scalable parallelised Python-based numerical model to simulate landscapes and basins reconstruction at global scale.

basin-modeling compaction erosion-process landscape landscape-evolution-model lithology paleoclimate paleogeography sediment-transport sedimentation

Climate Change - Earth and Climate Modeling - Last synced: 04 Jan 2026 - Ranking: 11.2

pylandtemp

Global land surface temperature and emissivity from NASA's Landsat satellite images.

climate earth-observation earth-science geodata geospatial image-processing landsat landsat-8 landsat-data nasa-api nasa-data python raster remote-sensing satellite-data satellite-imagery-analysis satellite-images

Climate Change - Climate Data Access and Visualization - Last synced: 04 Jan 2026 - Ranking: 11.2

TECA

The Toolkit for Extreme Climate Analysis, contains a collection of climate anlysis algorithms targetted at extreme event detection and analysis.

Climate Change - Natural Hazard and Storm - Last synced: 05 Jan 2026 - Ranking: 11.2

chopin

Computation for Climate and Health research On Parallelized infrastructure is a Scalable GIS methods for environmental and climate data analysis.

Climate Change - Climate Data Processing and Analysis - Last synced: 05 Jan 2026 - Ranking: 11.2

Contributors

Maëlle Salmon maelle.salmon@yahoo.se

OST Projects: 76
Categories: Atmosphere, Biosphere, Climate Change, Consumption, Energy Systems, Hydrosphere, Natural Resources, Renewable Energy, Sustainable Development
Sub Categories: Air Quality, Avian Monitoring and Analysis, Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Climate Data Access and Visualization, Climate Data Processing and Analysis, Energy System Data Access, Environmental Satellites, Forest Modeling and Analysis, Forest Observation and Management, Marine Life and Fishery, Meteorological Observation and Forecast, Mobility and Transportation, Ocean and Hydrology Data Access, Photovoltaics and Solar Energy, Plants and Vegetation, Soil and Land, Water Supply, Wind Energy
Topics: cycle, cycling, desire-lines, origin-destination, pubic-transport, route-network, routes, routing, transport-planning, transportation and 72 more

Adam H. Sparks adamhsparks@icloud.com

OST Projects: 35
Categories: Biosphere, Climate Change, Consumption, Renewable Energy
Sub Categories: Agriculture and Nutrition, Bioacoustics and Acoustic Data Analysis, Biodiversity and Species Distribution, Climate Data Access and Visualization, Climate Data Processing and Analysis, Photovoltaics and Solar Energy, Plants and Vegetation
Topics: agriculture, agriculture-data, agriculture-research, agroecology, soils, soils-data, weather, weather-data, acoustic-signals, animal and 49 more

Jeroen Ooms jeroenooms@gmail.com

OST Projects: 34
Categories: Atmosphere, Biosphere, Climate Change, Consumption, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Air Quality, Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Biomass, Climate Data Access and Visualization, Climate Data Processing and Analysis, Data Catalogs and Interfaces, Environmental Satellites, Freshwater and Hydrology, Marine Life and Fishery, Meteorological Observation and Forecast, Mobility and Transportation, Natural Hazard and Storm, Ocean and Hydrology Data Access, Plants and Vegetation, Soil and Land, Terrestrial Wildlife, Water Supply, Water Supply and Quality
Topics: cycle, cycling, desire-lines, origin-destination, pubic-transport, route-network, routes, routing, transport-planning, transportation and 76 more

Karthik Ram karthik.ram@gmail.com

OST Projects: 33
Categories: Atmosphere, Biosphere, Climate Change, Consumption, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Air Quality, Biodiversity Data Access and Management, Biodiversity and Species Distribution, Climate Data Access and Visualization, Climate Data Processing and Analysis, Data Catalogs and Interfaces, Education, Marine Life and Fishery, Meteorological Observation and Forecast, Mobility and Transportation, Natural Hazard and Storm, Ocean and Hydrology Data Access
Topics: cycle, cycling, desire-lines, origin-destination, pubic-transport, route-network, routes, routing, transport-planning, transportation and 77 more

Scott Chamberlain myrmecocystus@gmail.com

OST Projects: 30
Categories: Biosphere, Climate Change, Consumption, Natural Resources, Sustainable Development
Sub Categories: Air Quality, Biodiversity Data Access and Management, Biodiversity and Species Distribution, Climate Data Access and Visualization, Climate Data Processing and Analysis, Data Catalogs and Interfaces, Marine Life and Fishery, Mobility and Transportation, Plants and Vegetation, Water Supply, Water Supply and Quality
Topics: cycle, cycling, desire-lines, origin-destination, pubic-transport, route-network, routes, routing, transport-planning, transportation and 74 more

Lucas Kruitwagen lucas.kruitwagen@gmail.com

OST Projects: 26
Categories: Climate Change, Emissions, Energy Systems, Renewable Energy
Sub Categories: Emission Observation and Modeling, Energy Data Accessibility and Integration, Energy Modeling and Optimization, Energy System Data Access, Energy System Modeling Frameworks, Natural Hazard and Storm, Photovoltaics and Solar Energy
Topics: annotation-tool, earth-observation, human-in-the-loop, image-labelling-tool, esa, zarr

Filipe Fernandes ocefpaf@gmail.com

OST Projects: 26
Categories: Atmosphere, Biosphere, Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Coastal and Reefs, Curated Lists, Data Catalogs and Interfaces, Earth and Climate Modeling, Environmental Satellites, Freshwater and Hydrology, Marine Life and Fishery, Meteorological Observation and Forecast, Ocean Carbon and Temperature, Ocean Circulation Models, Ocean Models, Ocean and Hydrology Data Access, Waves and Currents
Topics: ocean, oceanography, physical-oceanography, lagrangian-ocean-modelling, ocean-circulation-models, climate-model, climate-science, educational-software, cesm, climate and 61 more

Mika Pflüger mika.pflueger@pik-potsdam.de

OST Projects: 24
Categories: Climate Change, Consumption, Emissions, Sustainable Development
Sub Categories: Agriculture and Nutrition, Emission Observation and Modeling, Integrated Assessment and Climate Policy, Sustainable Investment, Taxonomy and Ontology
Topics: climate-change, climate-data, unfccc, gams, land, magpie, pik, climate-policy, accessor, pint and 4 more

Alejandro © acocac@gmail.com

OST Projects: 23
Categories: Climate Change, Cryosphere, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Climate Downscaling, Data Catalogs and Interfaces, Education, Knowledge Platforms, Sea Ice
Topics: climate-change, community-project, ecosystem-modeling, environmental-monitoring, ecology, environmental-science, earth-observation, environmental-data-science, oceanography, reproducibility-challenge and 33 more

Adam H. Sparks adam.sparks@curtin.edu.au

OST Projects: 22
Categories: Biosphere, Climate Change, Consumption, Renewable Energy
Sub Categories: Agriculture and Nutrition, Climate Data Access and Visualization, Climate Data Processing and Analysis, Photovoltaics and Solar Energy, Plants and Vegetation
Topics: daily-data, daily-weather, data-access, global-data, gsod, historical-data, historical-weather, ncdc, ncei, weather and 43 more

Daniel Huppmann dh@dergelbesalon.at

OST Projects: 21
Categories: Climate Change, Emissions, Energy Systems, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Education, Emission Observation and Modeling, Energy Modeling and Optimization, Energy System Modeling Frameworks, Global and Regional Energy System Models, Integrated Assessment and Climate Policy, Knowledge Platforms, Regional Energy System Models
Topics: climate-change, climate-change-mitigation, integrated-assessment, ipcc, pathway-analysis, sr15, energy-system, gams, integrated-assessment-model, strategic-planning and 42 more

Scott Hosking jshosking@gmail.com

OST Projects: 21
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Climate Downscaling, Data Catalogs and Interfaces, Education
Topics: climate-datasets, climate-science, cmip5, cmip6, ecmwf, iris, climate-change, community-project, ecosystem-modeling, environmental-monitoring and 1 more

Emmanuel Ferdman emmanuelferdman@gmail.com

OST Projects: 21
Categories: Atmosphere, Biosphere, Climate Change, Consumption, Cryosphere, Emissions, Energy Systems, Natural Resources, Sustainable Development
Sub Categories: Agriculture and Nutrition, Atmospheric Composition and Dynamics, Avian Monitoring and Analysis, Building Energy Monitoring, Carbon Intensity and Accounting, Climate Data Access and Visualization, Data Catalogs and Interfaces, Earth and Climate Modeling, Energy Data Accessibility and Integration, Energy System Modeling Frameworks, Environmental Satellites, Forest Remote Sensing, Glacier and Ice Sheets, Meteorological Observation and Forecast, Mobility and Transportation, Plants and Vegetation, Water Supply and Quality
Topics: apptainer, rootless-containers, singularity, singularity-container, opencv, careers, certification, community, curriculum, freecodecamp and 40 more

Tom Andersson tomandersson3@gmail.com

OST Projects: 20
Categories: Climate Change, Cryosphere, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Climate Downscaling, Curated Lists, Sea Ice
Topics: cryosphere, glaciers, ice-sheets, permafrost, sea-ice, snow

Johannes Gütschow johannes.guetschow@pik-potsdam.de

OST Projects: 20
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Taxonomy and Ontology
Topics: climate-change, climate-data, climate-policy

BumpVersion Action bumpversion@github-actions

OST Projects: 20
Categories: Atmosphere, Climate Change, Energy Systems, Renewable Energy, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Energy Data Accessibility and Integration, Environmental Satellites, Meteorological Observation and Forecast, Photovoltaics and Solar Energy
Topics: nowcasting, pvoutput, solar, eumetsat, forecasting-models, graph-neural-networks, weather, labeling, solar-energy, gan and 20 more

Stephan Hoyer shoyer@google.com

OST Projects: 20
Categories: Atmosphere, Climate Change
Sub Categories: Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Meteorological Observation and Forecast
Topics: unidata, unidata-netcdf, grib, meteorology, weather, weather-forecast, community, jax, zarr, compressed and 27 more

Tom Andersson tomand@bas.ac.uk

OST Projects: 19
Categories: Climate Change, Cryosphere
Sub Categories: Climate Data Access and Visualization, Climate Downscaling, Sea Ice
Topics:

Joseph H Kennedy me@jhkennedy.org

OST Projects: 19
Categories: Climate Change, Cryosphere, Natural Resources, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Earth and Climate Modeling, Environmental Satellites, Glacier and Ice Sheets, Sea Ice, Soil and Land
Topics: glacier, glacier-dynamics, glacier-flow, glaciers, its-live, itslive, benchmarking, earth-system-model, access, climate-data and 31 more

Alexey Shiklomanov alexey.shiklomanov@gmail.com

OST Projects: 18
Categories: Biosphere, Climate Change, Sustainable Development
Sub Categories: Biodiversity and Species Distribution, Earth and Climate Modeling, Ecological and Environmental Modeling, Education, Environmental Satellites, Integrated Assessment and Climate Policy
Topics: cyberinfrastructure, data-assimilation, ecosystem-model, ecosystem-science, meta-analysis, national-science-foundation, pecan, plants, climate, climate-change and 16 more

Joe Hamman jhamman@ucar.edu

OST Projects: 17
Categories: Climate Change, Emissions, Hydrosphere, Sustainable Development
Sub Categories: Carbon Offsets and Trading, Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards, Climate Downscaling, Curated Lists, Earth and Climate Modeling, Education, Emission Observation and Modeling, Freshwater and Hydrology
Topics: climate, hydrology, land-surface, streamflow, netcdf4, cesm-lens, climate-datasets, cmip6, data-access, data-catalog and 38 more

Paolo Pelucchi paolo.pelucchi@yahoo.com

OST Projects: 17
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics:

Kalle Westerling kalle.westerling@bl.uk

OST Projects: 17
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics: hut23, hut23-958, digital-humanities, hut23-96, spatial-data, abbyy, conversion, converter, label-studio, ocr and 10 more

Jonas Scholz jonas.scholz123@gmail.com

OST Projects: 17
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics:

Mika Pflüger mika.pflueger@climate-resource.com

OST Projects: 17
Categories: Climate Change, Emissions, Sustainable Development
Sub Categories: Emission Observation and Modeling, Integrated Assessment and Climate Policy, Taxonomy and Ontology
Topics: climate, climate-change, climate-data, climate-policy, atmospheric-modelling, emissions-inventory, atmospheric-science, edgar-database, emissions, environement and 2 more

patel-zeel patel_zeel@iitgn.ac.in

OST Projects: 17
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics: interpolation, placement, sensor-placement, spatial-analysis, conformal-prediction, datascience, deeplearning, probability, probability-distribution, probability-distributions and 14 more

steven2249 stevenysw@berkeley.edu

OST Projects: 17
Categories: Biosphere, Climate Change, Consumption
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Climate Data Access and Visualization, Mobility and Transportation, Plants and Vegetation
Topics: cycle, cycling, desire-lines, origin-destination, pubic-transport, route-network, routes, routing, transport-planning, transportation and 38 more

Ryan Abernathey ryan.abernathey@gmail.com

OST Projects: 17
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Climate Downscaling, Curated Lists, Data Catalogs and Interfaces, Earth and Climate Modeling, Education, Ocean Carbon and Temperature, Ocean Circulation Models, Ocean Models, Ocean and Hydrology Data Access
Topics: automatic-differentiation, climate-science, data-assimilation, exoplanets, gfd, mitgcm, ocean-modelling, cheatsheet, geochemistry, geology and 48 more

RohitRathore1 rohitrathore.imh55@gmail.com

OST Projects: 17
Categories: Climate Change
Sub Categories: Climate Downscaling
Topics: automatic-differentiation, differential-equations, sciml, surrogate, surrogate-based-optimization, surrogate-models, surrogates, differentialequations, neural-differential-equations, ode and 8 more

Scott Henderson scottyh@uw.edu

OST Projects: 16
Categories: Climate Change, Cryosphere, Sustainable Development
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Education, Environmental Satellites, Glacier and Ice Sheets
Topics: closember, community-driven, icesat-2, pangeo, aws-s3, climate, glaciology, geospatial-analysis, geospatial-data, jupyterbook and 8 more

jsta stachel2@msu.edu

OST Projects: 16
Categories: Biosphere, Climate Change, Consumption, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Agriculture and Nutrition, Biodiversity and Species Distribution, Climate Data Access and Visualization, Conservation and Restoration, Data Catalogs and Interfaces, Ecological and Environmental Modeling, Education, Freshwater and Hydrology, Soil and Land, Water Supply, Water Supply and Quality
Topics: landscape-ecology, landscape-metrics, climate, noaa, noaa-data, habitat-connectivity, landscape-connectivity, spatial-graphs, usgs, biodiversity and 57 more

Navid C. Constantinou navidcy@users.noreply.github.com

OST Projects: 16
Categories: Atmosphere, Climate Change, Cryosphere, Emissions, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Carbon Capture, Climate Data Processing and Analysis, Climate Data Standards, Ocean Models, Radiative Transfer, Sea Ice, Soil and Land, Waves and Currents
Topics: climate-model, finite-volume, gridded-data, climate-analysis, climate-science, ocean-modelling, sea-ice, climate, land, land-surface-model and 30 more

Adam Sparks Adam.Sparks@dpird.wa.gov.au

OST Projects: 16
Categories: Climate Change, Consumption
Sub Categories: Agriculture and Nutrition, Climate Data Processing and Analysis
Topics: agriculture, agriculture-data, agriculture-research, agroecology, soils, soils-data, weather, weather-data, climate, rainfall and 2 more

Rebecca O'Leary Rebecca.O'Leary@agric.wa.gov.au

OST Projects: 15
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate, rainfall, weather, weather-api, weather-forecast

Insang Song insang.song@nih.gov

OST Projects: 15
Categories: Climate Change, Natural Resources
Sub Categories: Air Quality, Climate Data Access and Visualization, Climate Data Processing and Analysis
Topics:

Insang Song sigmafelix@hotmail.com

OST Projects: 15
Categories: Climate Change, Natural Resources
Sub Categories: Air Quality, Climate Data Access and Visualization, Climate Data Processing and Analysis
Topics: mental-illness, mortality, r-inla, spatiotemporal-data-analysis

Hepworth, Anna anna.hepworth@dpird.wa.gov.au

OST Projects: 15
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate, rainfall, weather, weather-api, weather-forecast

Rodrigo Pires rodrigo.pires@dpird.wa.gov.au

OST Projects: 15
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate, rainfall, weather, weather-api, weather-forecast

Anna Hepworth anna.hepworth@agric.wa.gov.au

OST Projects: 15
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate, rainfall, weather, weather-api, weather-forecast

Adam Sparks adam.sparks@agric.wa.gov.au

OST Projects: 15
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: climate, rainfall, weather, weather-api, weather-forecast

Ted Hart edmund.m.hart@gmail.com

OST Projects: 15
Categories: Biosphere, Climate Change, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Climate Data Access and Visualization, Data Catalogs and Interfaces, Education
Topics: antweb, bison, ebird, ecoengine, gbif, idigbio, inaturalist, obis, occurrence, species and 19 more

ibarraespinosa sergio.ibarra@usp.br

OST Projects: 14
Categories: Climate Change, Emissions
Sub Categories: Climate Data Access and Visualization, Emission Observation and Modeling
Topics: emissions, environmental-modelling, public-transport, rspatial, atmospheric-chemistry, atmospheric-modelling, atmospheric-science, wps, wrf, wrf-chem and 10 more

Mike Taves mwtoews@gmail.com

OST Projects: 14
Categories: Climate Change, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Education, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: grib, meteorology, earth-science, groundwater, modflow, hydrology, surface-water, netcdf4, geometry, gdal and 52 more

Darío Hereñú magallania@gmail.com

OST Projects: 14
Categories: Biosphere, Climate Change, Consumption, Emissions, Energy Systems, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Agriculture and Nutrition, Biodiversity and Species Distribution, Carbon Intensity and Accounting, Climate Data Access and Visualization, Coastal and Reefs, Education, Energy Modeling and Optimization, Energy System Modeling Frameworks, Forest Modeling and Analysis, Forest Observation and Management, Soil and Land, Species Distribution Modeling, Terrestrial Animals, Terrestrial Wildlife
Topics: cds, climate-data, copernicus, ecmwf-api, ecmwf-services, nasis, nrcs, soil, soil-survey, usda and 51 more

Robert Gieseke rob.g@web.de

OST Projects: 14
Categories: Climate Change, Emissions, Energy Systems, Sustainable Development
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Emission Observation and Modeling, Energy Data Accessibility and Integration, Energy System Data Access, Taxonomy and Ontology
Topics: climate-model, hector-model, climate-change, climate-data, bulma-css, national-electricity-market, data-package, magicc-model, climate, hector and 47 more

Martijn Visser mgvisser@gmail.com

OST Projects: 13
Categories: Climate Change, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Climate Data Standards, Curated Lists, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: earth-science, groundwater, modflow, hydrologists, hydrology, water-resources, hydrological-modelling, wflow, MODFLOW, imod and 64 more

dgold dara.goldar@gmail.com

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

geirksa geirksa@ifi.uio.no

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: bioinformatics

Knut Rand knutdrand@gmail.com

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: bioinformatics, adaptive-immune-receptors, airr, bcr, benchmarking, immune-repertoire, machine-learning-analysis, tcr, reproducibility, workflow-management

ghadialhajj ghadi.alhajj8@gmail.com

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

KarlHenrik karlfredly@gmail.com

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

ferenckata katagyik@gmail.com

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

mmamica marimam@uio.no

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

Herman Tretteteig hermat@uio.no

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

Ivar Grytten ivar.grytten@gmail.com

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: bioinformatics, adaptive-immune-receptors, airr, bcr, benchmarking, immune-repertoire, machine-learning-analysis, tcr

kanduric chakri.co@gmail.com

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: bioinformatics

Sveinung Gundersen sveinugu@gmail.com

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics: bioinformatics, dna, genomics, ngs, sequencing, usegalaxy, workflow-engine

jahnz jahn.zhong@medisin.uio.no

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

Charlotte-Wurtzen charlotte.wurtzen@gmail.com

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

Jeanne Cheneby jeannech@uio.no

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

Morten Hansen morten@winterop.com

OST Projects: 13
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:

Lukas Trippe lkstrp@pm.me

OST Projects: 13
Categories: Climate Change, Energy Systems, Sustainable Development
Sub Categories: Climate Data Standards, Education, Energy Data Accessibility and Integration, Energy Modeling and Optimization, Energy System Data Access, Energy System Modeling Frameworks, Global and Regional Energy System Models, Regional Energy System Models, Renewable Energy Integration
Topics: capacity-expansion-planning, clean-energy, climate-change, electrical-engineering, energy-system, energy-systems, loadflow, optimal-power-flow, optimisation, power-flow and 37 more

Kristen Thyng kthyng@gmail.com

OST Projects: 12
Categories: Biosphere, Climate Change, Hydrosphere, Natural Resources, Renewable Energy
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Forest Observation and Management, Forest Remote Sensing, Natural Hazard and Storm, Ocean Circulation Models, Ocean Models, Ocean and Hydrology Data Access, Soil and Land, Waves and Currents, Wind Energy
Topics: tree-canopy, tree-detection, tree-pixels, ocean, ocean-modelling, trajectory, cf-conventions, cyclones-behaviour, tropical-storms, coops and 65 more

Gael Forget gforget@mit.edu

OST Projects: 12
Categories: Biosphere, Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Education, Marine Life and Fishery, Ocean Circulation Models, Ocean Models
Topics: automatic-differentiation, climate-science, data-assimilation, exoplanets, gfd, mitgcm, ocean-modelling, climate, climate-change, climate-model and 33 more

Anderson Banihirwe axbanihirwe@ualr.edu

OST Projects: 12
Categories: Climate Change, Emissions, Sustainable Development
Sub Categories: Carbon Offsets and Trading, Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards, Climate Downscaling, Earth and Climate Modeling, Education
Topics: climate, climate-analysis, pangeo, prediction, s2d, s2s, climate-model, finite-volume, gridded-data, cesm-lens and 60 more

Daniel S. Katz d.katz@ieee.org

OST Projects: 12
Categories: Biosphere, Climate Change, Energy Storage, Energy Systems, Natural Resources, Renewable Energy
Sub Categories: Battery, Biodiversity and Species Distribution, Climate Data Processing and Analysis, Conservation and Restoration, Earth and Climate Modeling, Energy Distribution and Grids, Energy Modeling and Optimization, Energy System Modeling Frameworks, Grid Analysis and Planning, Grid Management and Microgrid, Photovoltaics and Solar Energy, Species Distribution Modeling, Water Supply, Water Supply and Quality
Topics: biodiversity-scenario, co2-emissions, deforestation, deforestation-risk, forest-cover-change, ipbes, ipcc, land-use-change, protected-areas, redd and 62 more

Kevin Anderson kevin.anderson@nrel.gov

OST Projects: 12
Categories: Climate Change, Energy Systems, Renewable Energy, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Education, Energy Modeling and Optimization, Energy System Modeling Frameworks, Photovoltaics and Solar Energy, Sustainable Investment
Topics: bifacial, photovoltaics, radiance, renewable-energy, renewables, photovoltaic, solar-energy, scr-2609, pvlib, pv and 30 more

Katrin Leinweber kalei@posteo.de

OST Projects: 11
Categories: Biosphere, Climate Change, Energy Systems, Hydrosphere, Natural Resources, Renewable Energy, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Bioenergy, Earth and Climate Modeling, Ecological and Environmental Modeling, Education, Energy Modeling and Optimization, Energy System Modeling Frameworks, Freshwater and Hydrology, Ocean Carbon and Temperature, Water Supply, Water Supply and Quality
Topics: biodiversity, biology, darwincore, nomenclature, taxize, taxonomy, cyberinfrastructure, data-assimilation, ecosystem-model, ecosystem-science and 58 more

Weatherbench authors no-reply@google.com

OST Projects: 11
Categories: Atmosphere, Climate Change
Sub Categories: Earth and Climate Modeling, Meteorological Observation and Forecast
Topics: c4, jax, large-language-models, model-flops, parallelism, bayesian-methods, probabilistic-programming, high-level-synthesis, hls, mid-level-synthesis and 61 more

Jake VanderPlas vanderplas@google.com

OST Projects: 11
Categories: Biosphere, Climate Change
Sub Categories: Bioacoustics and Acoustic Data Analysis, Earth and Climate Modeling
Topics: c4, jax, large-language-models, model-flops, parallelism, bayesian-methods, probabilistic-programming, checkpoint, flax, attention and 38 more

Julius Busecke julius@ldeo.columbia.edu

OST Projects: 11
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Education, Waves and Currents
Topics: lagrangian-ocean-modelling, ocean-circulation-models, climate-model, finite-volume, gridded-data, cesm-lens, climate-datasets, cmip6, data-access, data-catalog and 35 more

Michaja Pehl pehl@pik-potsdam.de

OST Projects: 11
Categories: Climate Change, Energy Systems, Sustainable Development
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks, Integrated Assessment and Climate Policy, Sustainable Investment, Taxonomy and Ontology
Topics: ontology, open-energy-family, energy-models, gams, glpk, pyomo

Ian Langmore langmore@google.com

OST Projects: 11
Categories: Atmosphere, Climate Change
Sub Categories: Earth and Climate Modeling, Meteorological Observation and Forecast
Topics: cfd, jax, convolutional-neural-network, convolutional-neural-networks, deep-neural-networks, deeplearning, distributed, python-framework, python-tensorflow, tensorflow2 and 6 more

Amanda Rehbein amanda.rehbein@usp.br

OST Projects: 11
Categories: Climate Change, Emissions
Sub Categories: Climate Data Access and Visualization, Emission Observation and Modeling
Topics: atmospheric-models, atmospheric-science, emissions, exporting-emissions, wrf

Ray Bell rayjohnbell0@gmail.com

OST Projects: 11
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Curated Lists, Data Catalogs and Interfaces, Environmental Satellites, Meteorological Observation and Forecast, Natural Hazard and Storm
Topics: grib, meteorology, climate, climate-analysis, pangeo, prediction, s2d, s2s, verification, closember and 64 more

Pascal Bourgault bourgault.pascal@ouranos.ca

OST Projects: 11
Categories: Climate Change, Hydrosphere
Sub Categories: Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Freshwater and Hydrology
Topics: calculation-climate, climate-indicators, climate-indices, climate-simulations, icclim, xclim, archiving, climate, indices, ogc and 33 more

Stefan Pfenninger stefan@pfenninger.org

OST Projects: 11
Categories: Climate Change, Consumption, Energy Systems, Renewable Energy, Sustainable Development
Sub Categories: Buildings and Heating, Climate Data Standards, Education, Energy Data Accessibility and Integration, Energy Modeling and Optimization, Energy System Data Access, Energy System Modeling Frameworks, Global and Regional Energy System Models, Photovoltaics and Solar Energy, Regional Energy System Models, Renewable Energy Integration
Topics: irradiance, ninja, photovoltaic, pv, solar, energy-system, optimisation, pyomo, calliope-models, conda and 12 more

Kyle Barron kylebarron2@gmail.com

OST Projects: 11
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Curated Lists
Topics: bus, gtfs-analysis, gtfs-converters, gtfs-feed, gtfs-files, gtfs-libraries, gtfs-realtime, gtfs-utils, gtfs-validator, realtime-data and 53 more

Dmitrii Kochkov dkochkov@google.com

OST Projects: 10
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics: cfd, jax, bayesian-methods, probabilistic-programming, climate, neuralgcm, weather

Aimee Barciauskas aimee@developmentseed.org

OST Projects: 10
Categories: Biosphere, Climate Change, Natural Resources, Sustainable Development
Sub Categories: Air Quality, Biomass, Climate Data Standards, Data Catalogs and Interfaces, Earth and Climate Modeling, Education
Topics: air-quality, access, climate-data, cloud-computing, cmr, nasa-api, open-science, openscience, pangeo, cumulus and 41 more

Edmund Hart edmundhart@Edmunds-iMac.local

OST Projects: 10
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:

Jack Kelly jack@OpenClimateFix.org

OST Projects: 10
Categories: Atmosphere, Climate Change, Renewable Energy, Sustainable Development
Sub Categories: Climate Data Standards, Environmental Satellites, Meteorological Observation and Forecast, Photovoltaics and Solar Energy
Topics: photovoltaic, renewable-energy, renewables, solar-energy, nowcasting, code-point-open, constituency, electricity-distribution, electricity-transmission, geocode-postcode and 22 more

khufkens koen.hufkens@gmail.com

OST Projects: 10
Categories: Biosphere, Climate Change, Cryosphere, Emissions, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Climate Data Processing and Analysis, Curated Lists, Emission Observation and Modeling, Environmental Satellites, Knowledge Platforms, Plants and Vegetation, Snow and Permafrost, Terrestrial Animals, Terrestrial Wildlife
Topics: phenocam, phenocam-data, phenology-modelling, cds, climate-data, copernicus, ecmwf-api, ecmwf-services, biodiversity, carbon-emissions and 61 more

Adam H. Sparks adamhsparks@gmail.com

OST Projects: 10
Categories: Biosphere, Climate Change, Consumption, Renewable Energy, Sustainable Development
Sub Categories: Agriculture and Nutrition, Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Visualization and Access, Education, Photovoltaics and Solar Energy, Plants and Vegetation
Topics: chirps, climatology, precipitation-data, daily-data, daily-weather, data-access, global-data, gsod, historical-data, historical-weather and 77 more

Scott Henderson scottyhq@gmail.com

OST Projects: 10
Categories: Climate Change, Cryosphere, Sustainable Development
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Education, Environmental Satellites, Glacier and Ice Sheets, Snow and Permafrost
Topics: h5py, binderhub, pangeo, backscatter, runoff, sar, snowmelt, 2023-hackweek, cloud-computing, cryosphere and 20 more

lumbric lumbric@gmail.com

OST Projects: 10
Categories: Climate Change, Energy Systems
Sub Categories: Climate Data Standards, Energy Modeling and Optimization, Energy System Modeling Frameworks, Global and Regional Energy System Models, Integrated Assessment and Climate Policy, Regional Energy System Models, Renewable Energy Integration
Topics: energy-system, gams, integrated-assessment, integrated-assessment-model, strategic-planning, capacity-expansion-planning, clean-energy, climate-change, electrical-engineering, energy-systems and 64 more

James McCreight jamesmcc@ucar.edu

OST Projects: 10
Categories: Climate Change, Hydrosphere, Natural Resources
Sub Categories: Climate Data Standards, Freshwater and Hydrology, Ocean Circulation Models, Ocean Models, Water Supply, Water Supply and Quality
Topics: hydrology, water, earth-science, groundwater, modflow, hydrologic-modeling, wrf-hydro, modflow6, prms, surfacehydrology and 5 more

Rich Signell rsignell@usgs.gov

OST Projects: 10
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Curated Lists, Data Catalogs and Interfaces, Earth and Climate Modeling, Education, Meteorological Observation and Forecast
Topics: atmospheric-science, cloud-computing, escience, nsf, science-gateways, unidata, xsede, pangeo, dap, dods and 54 more

David LeBauer dlebauer@gmail.com

OST Projects: 10
Categories: Atmosphere, Biosphere, Climate Change, Renewable Energy, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Bioenergy, Climate Data Access and Visualization, Ecological and Environmental Modeling, Education, Meteorological Observation and Forecast, Plants and Vegetation
Topics: biodiversity, biology, darwincore, nomenclature, taxize, taxonomy, agriculture, crops, ecosystem-models, pecan and 56 more

Jim Edwards jedwards@ucar.edu

OST Projects: 10
Categories: Climate Change, Cryosphere, Hydrosphere
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Ocean Circulation Models, Ocean Models, Sea Ice
Topics: unidata, unidata-netcdf, cesm, climate, cmip5, dap, e3sm, esgf, gsl, hdf and 35 more

Ethan White ethan@weecology.org

OST Projects: 10
Categories: Biosphere, Climate Change, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Climate Data Access and Visualization, Conservation and Restoration, Ecological and Environmental Modeling, Education, Forest Observation and Management, Forest Remote Sensing
Topics: biodiversity-scenario, co2-emissions, deforestation, deforestation-risk, forest-cover-change, ipbes, ipcc, land-use-change, protected-areas, redd and 57 more

raphael dussin raphael.dussin@gmail.com

OST Projects: 9
Categories: Climate Change, Cryosphere, Hydrosphere
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Glacier and Ice Sheets, Ocean Circulation Models, Ocean Models
Topics: automatic-differentiation, climate-science, data-assimilation, exoplanets, gfd, mitgcm, ocean-modelling, climate-model, finite-volume, gridded-data and 15 more

Deepak Cherian dcherian@users.noreply.github.com

OST Projects: 9
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Education
Topics: zarr, climate-model, finite-volume, gridded-data, pangeo, cf-conventions, compressed, ndimensional-arrays

Scott Chamberlain sckott@fastmail.com

OST Projects: 9
Categories: Biosphere, Climate Change
Sub Categories: Biodiversity Data Access and Management, Climate Data Access and Visualization, Marine Life and Fishery
Topics: data-access, oai-pmh, scholarly-api, taxize, taxonomy, wikipedia-api, wikispecies, itis, taxonomic-databases, appveyor and 39 more

Joe Hamman jhamman1@gmail.com

OST Projects: 9
Categories: Climate Change, Emissions
Sub Categories: Carbon Offsets and Trading, Climate Data Standards, Climate Downscaling, Earth and Climate Modeling, Emission Observation and Modeling
Topics: cf-conventions, gdal, rasterio, binder, earth-science, research-and-development, community, data-catalogs, intake, compressed and 5 more

Arfon Smith arfon@users.noreply.github.com

OST Projects: 9
Categories: Biosphere, Climate Change, Hydrosphere, Renewable Energy
Sub Categories: Climate Data Processing and Analysis, Earth and Climate Modeling, Ecological and Environmental Modeling, Forest Modeling and Analysis, Integrated Assessment and Climate Policy, Ocean Models, Ocean and Hydrology Data Access, Photovoltaics and Solar Energy
Topics: batchexperiments, batchjobs, docker-swarm, hpc-clusters, lsf, openlava, parallel-computing, reproducibility, sge, slurm and 51 more

Ayrton Bourn ayrtonbourn@outlook.com

OST Projects: 9
Categories: Climate Change, Emissions, Energy Systems, Renewable Energy, Sustainable Development
Sub Categories: Carbon Intensity and Accounting, Carbon Offsets and Trading, Climate Data Standards, Energy Data Accessibility and Integration, Energy System Data Access, Environmental Satellites, Hydro Energy
Topics: geolocation, npps, nuclear, open-datasets, plant, power, powerplant, reactor, energy-system, hydropower and 25 more

Francisco Rodriguez-Sanchez f.rodriguez.sanc@gmail.com

OST Projects: 9
Categories: Biosphere, Climate Change, Emissions, Sustainable Development
Sub Categories: Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Climate Data Access and Visualization, Climate Data Processing and Analysis, Education, Emission Observation and Modeling
Topics: climate-data, europe, slide, ecology, reproducible-paper, research-compendium, rmarkdown, evolution, software, effectiveness-landscape and 32 more

Fabian Hofmann hofmann@fias.uni-frankfurt.de

OST Projects: 9
Categories: Climate Change, Energy Systems
Sub Categories: Climate Data Standards, Energy Data Accessibility and Integration, Energy System Modeling Frameworks, Global and Regional Energy System Models, Grid Analysis and Planning, Renewable Energy Integration
Topics: datashader, holoviews, holoviz, demand-flexibility, energy-model, energy-system-model, energy-transition, great-britain, power-systems, pypsa and 33 more

luzpaz luzpaz@users.noreply.github.com

OST Projects: 9
Categories: Climate Change, Cryosphere, Energy Systems, Natural Resources, Renewable Energy, Sustainable Development
Sub Categories: Building Energy Monitoring, Climate Data Standards, Data Catalogs and Interfaces, Energy System Modeling Frameworks, Glacier and Ice Sheets, Hydro Energy, Photovoltaics and Solar Energy, Water Supply and Quality
Topics: lift, lifting-line-theory, numerics, panel-analysis, potential-flow, sqlalchemy, zip, geomorphology, geomorphometry, geoprocessing and 31 more