A curated list of open technology projects to sustain a stable climate, energy supply, biodiversity and natural resources.

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: 26 Apr 2025 - Ranking: 18.7

OpenSTEF

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

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

Energy Systems - Load and Demand Forecasting - Last synced: 26 Apr 2025 - Ranking: 17.3

tsam

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

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

Energy Systems - Energy System Modeling Frameworks - Last synced: 26 Apr 2025 - Ranking: 17.2

ACT

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

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

Atmosphere - Atmospheric Composition and Dynamics - Last synced: 26 Apr 2025 - Ranking: 17.2

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: 26 Apr 2025 - Ranking: 15.8

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: 26 Apr 2025 - Ranking: 15.3

MODIStsp

An R package for automatic download and preprocessing of MODIS Land Products Time-Series.

gdal modis modis-data modis-land-products peer-reviewed preprocessing r r-package remote-sensing rstats satellite-imagery time-series

Sustainable Development - Environmental Satellites - Last synced: 26 Apr 2025 - Ranking: 13.9

Draco

A collection of end-to-end solutions for machine learning problems commonly found in monitoring wind energy production system.

classification machine-learning time-series

Renewable Energy - Wind Energy - Last synced: 26 Apr 2025 - Ranking: 12.0

ClimateSERVpy

Enables access to the ClimateSERV API where many types of climate data can be subset by area of interest, and time range, then either downloaded as tif, or NetCDf files, or the data can be statistically processed to render json values or csv.

chirps climateserv dataset emodis esi imerg python smap time-series

Climate Change - Climate Data Access and Visualization - Last synced: 26 Apr 2025 - Ranking: 9.2

Bristlecone

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

dendroecology mechanistic-models time-series

Biosphere - Forest Modeling and Analysis - Last synced: 26 Apr 2025 - Ranking: 2.9

droughtR

An R package for non-stationary meteorological drought monitoring.

bias bias-correction forecasting hydrology time-series

Natural Resources - Soil and Land - Last synced: 26 Apr 2025 - Ranking: 2.9