Awesome Sentinel

A curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites.

awesome-list hacktoberfest open-data research satellite-imagery science space

Sustainable Development - Curated Lists - Last synced: 26 Aug 2026 - Ranking: 9.5

EcoAssist

An open-source application designed to streamline the work of ecologists dealing with camera trap images.

cameratraps conservation-ai machine-learning-algorithms megadetector object-detection-model python3

Biosphere - Terrestrial Wildlife - Last synced: 26 Aug 2026 - Ranking: 8.1

naturecounts

R package to access data from the NatureCounts platform by Bird Studies Canada.

Biosphere - Avian Monitoring and Analysis - Last synced: 26 Aug 2026 - Ranking: -Infinity

OSMoGrid

A java tool to generate life like electrical grid models based on publicly available data, mainly OpenStreetMap and a special focus on low voltage grids.

clustering graph opendata openstreetmap powersystems

Energy Systems - Grid Analysis and Planning - Last synced: 26 Aug 2026 - Ranking: -Infinity

CityLearn

Official reinforcement learning environment for demand response and load shaping.

Energy Systems - Load and Demand Forecasting - Last synced: 26 Aug 2026 - Ranking: 9.1

StormEvents

Provides Python interfaces for observational data surrounding named storm events.

Climate Change - Natural Hazard and Storms - Last synced: 26 Aug 2026 - Ranking: 11.9

icepack

A library for modeling the flow of ice sheets and glaciers using the finite element method.

glaciers ice-sheets

Cryosphere - Glacier and Ice Sheets - Last synced: 26 Aug 2026 - Ranking: -Infinity

Pace

A implementation of the FV3GFS / SHiELD atmospheric model developed by NOAA/GFDL using the GT4Py domain-specific language in Python.

climate-modeling hpc python

Atmosphere - Atmospheric Composition and Dynamics - Last synced: 25 Aug 2026 - Ranking: 12.1

CLIMA-Land

Everything within the Land model (Soil Plant Atmosphere Module, Land Hydrology, etc).

canopy fluorescence julia land-surface-model sif soil-plant-atmosphere

Climate Change - Earth and Climate Modeling - Last synced: 26 Aug 2026 - Ranking: -Infinity

echoSMs

Making acoustic scattering models available to fisheries and plankton scientists.

acoustics backscatter fisheries models plankton scattering

Biosphere - Marine Life and Fishery - Last synced: 26 Aug 2026 - Ranking: 11.9

Better Thermostat

This custom component for Home Assistant will add crucial features to your climate-controlling Thermostatic Radiator Valves to save you the work of creating automations to make it smart.

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Consumption - Buildings and Heating - Last synced: 25 Aug 2026 - Ranking: -Infinity

GLAFT

Python module for assessing glacier velocity maps using statistics- and physics-based metrics.

cryosphere glaciers python remote-sensing science

Cryosphere - Glacier and Ice Sheets - Last synced: 26 Aug 2026 - Ranking: 4.2

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 Aug 2026 - Ranking: 13.7

remind

A numerical model that represents the future evolution of the world economies with a special focus on the development of the energy sector and the implications for our world climate.

Climate Change - Integrated Assessment and Climate Policy - Last synced: 26 Aug 2026 - Ranking: 5.9

Justice40 Tool

A tool to identify disadvantaged communities due to environmental, socioeconomic and health burdens.

climate-change environmental-justice open-source

Sustainable Development - Population and Poverty - Last synced: 26 Aug 2026 - Ranking: 11.7

vSmartMOM.jl

A full end-to-end modular software suite for radiative transfer and related atmospheric analysis.

gpu-acceleration radiative-transfer remote-sensing scattering-physics

Atmosphere - Radiative Transfer - Last synced: 26 Aug 2026 - Ranking: 10.0

DeepTreeAttention

Hyperspectral Image Classification with Attention Aided CNNs.

Biosphere - Forest Remote Sensing - Last synced: 26 Aug 2026 - Ranking: -Infinity

Icebergs

Model large tabular icebergs submerged in the ocean known as Kinematic Iceberg Dynamics.

Cryosphere - Sea Ice - Last synced: 25 Aug 2026 - Ranking: 5.8

SCREAM

A global atmosphere model targeted towards 3 km ('cloud resolving') resolution.

Climate Change - Earth and Climate Modeling - Last synced: 26 Aug 2026 - Ranking: -Infinity

OSMCoastline

Extracts the coastline data from an OSM planet file and assembles all the pieces into polygons for use in map renderers.

c-plus-plus openstreetmap

Hydrosphere - Coastal and Reefs - Last synced: 26 Aug 2026 - Ranking: -Infinity