earthaccess

Search, download or stream NASA Earth science data with just a few lines of code.

access climate-data cloud-computing cmr data gis nasa nasa-api nasa-data open-science openscience pangeo remote-sensing

Sustainable Development - Data Catalogs and Interfaces - Last synced: 14 May 2025 - Ranking: 20.9

pydap

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

dap data dods opendap science

Sustainable Development - Data Catalogs and Interfaces - Last synced: 14 May 2025 - Ranking: 19.6

wetterdienst

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

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

Atmosphere - Meteorological Observation and Forecast - Last synced: 14 May 2025 - Ranking: 18.4

rnpn

R client for interacting with the USA National Phenology Network data web services.

data national-phenology-network phenology r r-package rstats species web-api

Biosphere - Plants and Vegetation - Last synced: 14 May 2025 - Ranking: 17.7

pygbif

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

api biodiversity data ecology gbif

Biosphere - Biodiversity Data Access and Management - Last synced: 14 May 2025 - Ranking: 17.5

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: 14 May 2025 - Ranking: 16.7

Agridat

An extensive collection of datasets from agricultural experiments.

data rstats

Consumption - Agriculture and Nutrition - Last synced: 14 May 2025 - Ranking: 16.1

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: 14 May 2025 - Ranking: 15.3

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: 14 May 2025 - Ranking: 14.4

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: 14 May 2025 - Ranking: 12.7

pydaymet

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

climate data daymet hydrology python webservice

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 14 May 2025 - Ranking: 12.4

owidR

An R Package for Interacting with Data from Our World in Data.

data data-visualisation economics r r-package

Sustainable Development - Data Catalogs and Interfaces - Last synced: 14 May 2025 - Ranking: 12.3

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: 14 May 2025 - Ranking: 11.7

wdpar

R Interface to the World Database on Protected Areas.

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

Biosphere - Conservation and Restoration - Last synced: 14 May 2025 - Ranking: 11.1

gridwxcomp

A package for comparing weather station data to gridded weather data that are hosted on Google Earth Engine.

bias-correction climate data gridded spatial-analysis weather

Atmosphere - Meteorological Observation and Forecast - Last synced: 14 May 2025 - Ranking: 11.1

taxize

Allows users to search over many taxonomic data sources for species names (scientific and common) and download up and downstream taxonomic hierarchical information.

api api-wrapper biodiversity biology darwincore data nomenclature r r-package rstats taxize taxonomy

Biosphere - Biodiversity Data Access and Management - Last synced: 14 May 2025 - Ranking: 11.0

ConStrain

A data-driven knowledge-integrated framework that automatically verifies that building system controls function as intended.

bms building commissioning data hvac simulation verification

Consumption - Buildings and Heating - Last synced: 14 May 2025 - Ranking: 10.9

CopernicusMarine

Subset and download marine data from the EU Copernicus Marine Service Information to import data on the physical and biogeochemical state of the oceans without the need for external software.

data spatial

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 14 May 2025 - Ranking: 10.6

AirBase

An easy downloader for air quality data provided by the European Environment Agency.

air-quality airbase data python

Natural Resources - Air Quality - Last synced: 14 May 2025 - Ranking: 10.1

rgbif

Interface to the Global Biodiversity Information Facility API.

api biodiversity data gbif lifewatch oscibio r r-package rstats species spocc

Biosphere - Biodiversity Data Access and Management - Last synced: 14 May 2025 - Ranking: 9.5

ECOTOXr

Provides access in R to ECOTOX, a comprehensive knowledgebase providing single chemical environmental toxicity data on aquatic and terrestrial species.

data database

Biosphere - Ecological and Environmental Modeling - Last synced: 14 May 2025 - Ranking: 9.5

ifk-smhi

Python interface to the Swedish Meteorological and Hydrological Institute, which provides climate and weather data.

client climate data smhi

Atmosphere - Meteorological Observation and Forecast - Last synced: 14 May 2025 - Ranking: 9.2

Datasets APIs and open source projects related to Climate Change

A curated list of APIs, open data and ML/AI projects on climate change.

climate climate-analysis climate-change climate-data data data-science datascience hacktoberfest python r resources rstats

Sustainable Development - Curated Lists - Last synced: 14 May 2025 - Ranking: 8.8

Ocean Data and Information System

The Ocean InfoHub facilitates access to global oceans information, data and knowledge products for management and sustainable development.

catalogue data interoperability knowledge-graph metadata ocean ogc-services rdf sharing

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 14 May 2025 - Ranking: 8.4

The Community Emissions Data System

Produces consistent estimates of global air emissions species over the industrial era (1750 - present).

data emissions

Emissions - Emission Observation and Modeling - Last synced: 14 May 2025 - Ranking: 8.4

Urban & Regional Planning Resources

Community list of data & technology resources concerning the built environment and communities.

awesome awesome-list built-environment communities data hacktoberfest planners planning regional-planning resources sustainability technology urban-planning

Sustainable Development - Curated Lists - Last synced: 14 May 2025 - Ranking: 8.4

SMBD

Facilitate a community of practice for aligning marine biological data to Darwin Core for sharing to Ocean Biodiversity Information System (OBIS).

darwin-core data data-management marine-biology marine-data obis tutorials

Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 14 May 2025 - Ranking: 8.0

ClimateBase.jl

A Julia package offering basic functionality for analyzing data that are typically in the form used by climate sciences.

analysis climate data hacktoberfest julia spatiotemporal

Climate Change - Climate Data Processing and Analysis - Last synced: 14 May 2025 - Ranking: 7.7

spocc

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

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

Biosphere - Biodiversity Data Access and Management - Last synced: 14 May 2025 - Ranking: 7.7

Brightway2 data management

This package provides tools for the management of inventory databases and impact assessment methods.

brightway data life-cycle-assessment python

Industrial Ecology - Life Cycle Assessment - Last synced: 14 May 2025 - Ranking: 7.1

ClimateModels.jl

Uniform interface to climate models of varying complexity and completeness.

atmosphere climate cmip data data-science earth-observation ecco git interface ipcc julia mitgcm modeling ocean parameters workflow

Climate Change - Earth and Climate Modeling - Last synced: 14 May 2025 - Ranking: 6.9

energy-sparks

An open source application that is designed to help schools improve their energy efficiency.

bath data energy rails ruby ruby-on-rails school

Sustainable Development - Education - Last synced: 14 May 2025 - Ranking: 6.2

ecoSecrets

An open-source web application that aims to facilitate biodiversity studies that use autonomous data collection devices such as camera traps.

biodiversity camera-traps data opensource picture python react wildlife

Biosphere - Terrestrial Wildlife - Last synced: 14 May 2025 - Ranking: 6.1

HyRiver

A Python software stack for retrieving hydroclimate data from web services.

climate data hydrology python webservice

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 14 May 2025 - Ranking: 6.0

srdb

Global soil respiration database.

carbon-cycle data global-database science soil soil-respiration

Natural Resources - Soil and Land - Last synced: 14 May 2025 - Ranking: 5.8

NYISOToolkit

A collection of modules for accessing power system data, generating statistics, and creating visualizations from the New York Independent System Operator.

analysis clcpa clean-energy data datascience datasets decarbonization electricity energy kaggle kaggle-competition kaggle-dataset machine-learning ml newyork nyiso renewable-energy visualization

Energy Systems - Energy Data Accessibility and Integration - Last synced: 14 May 2025 - Ranking: 5.5

MSC AniMet

A simple tool enabling users to interact with MSC Open Data weather data and create custom weather animations for any area in the world.

animation canada data visualization weather wms

Atmosphere - Meteorological Observation and Forecast - Last synced: 14 May 2025 - Ranking: 5.2

dataaimsr

Australian Institute of Marine Science (AIMS) Data Platform API Client which provides easy access to AIMS Data Platform scientific data and information.

aims australia data marine monitoring sst weather

Biosphere - Marine Life and Fishery - Last synced: 14 May 2025 - Ranking: 5.2

wildflow

Open marine biodiversity data platform aiming to protect oceans by accelerating research and conservation.

ai biodiversity conservation data ocean restoration

Biosphere - Biodiversity Data Access and Management - Last synced: 14 May 2025 - Ranking: 4.2

Climate Watch

Offers open data, visualizations and analysis to help policymakers, researchers and other stakeholders gather insights on countries' climate progress.

climate data postgresql rails react

Sustainable Development - Knowledge Platforms - Last synced: 14 May 2025 - Ranking: -Infinity