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

Pastas

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

analysis groundwater hydrology pastas python timeseries

Hydrosphere - Freshwater and Hydrology - Last synced: 26 Apr 2025 - Ranking: 17.4

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

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: 26 Apr 2025 - Ranking: 14.4

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: 26 Apr 2025 - Ranking: 12.1

SPEI

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

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

Natural Resources - Water Supply and Quality - Last synced: 26 Apr 2025 - Ranking: 11.9

ClimateTools.jl

A collection of commonly-used tools in climate science. Basics of climate field analysis are covered, with some forays into exploratory techniques associated with climate scenarios design.

bias-correction climate-analysis climate-indices climate-science julia multiple-threads netcdf-files parallel-computing timeseries

Climate Change - Climate Data Processing and Analysis - Last synced: 26 Apr 2025 - Ranking: 9.5

HydroSight

A statistical toolbox for data-driven insights into groundwater dynamics and aquifer properties. Many hundreds of bores can be easily analysed, all without any programming.

aquifer-parameters groundwater hydrogeology hydrology matlab recharge timeseries

Hydrosphere - Freshwater and Hydrology - Last synced: 26 Apr 2025 - Ranking: 6.0

TubeDB

Efficient and easy to use database for climate station observations. Store, check, fill, aggregate, visualize and access your time series data on-demand.

climate database timeseries

Climate Change - Climate Data Access and Visualization - Last synced: 26 Apr 2025 - Ranking: 4.2