Contributors: Emmanuel Ferdman
Name: Emmanuel Ferdman
Login: emmanuel-ferdman
Email: emmanuelferdman@gmail.com
OST Projects: 21
Languages: Python, TypeScript, Java, HTML
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, learn-to-code, nonprofits, teachers, ai-framework, hardware-acceleration, onnx, closember, ehr, electronic-health-record, fhir, fhir-server, hipaa, soc2, diagrams, drawing, productivity, whiteboard, aws-sdk, cloud-management, chromium, developer-tools, headless-chrome, node-module, jupyterlab, design-systems, material-design, react-components, composability, flowgraph, heterogeneousprogramming, oneapi, parallelism, taskparallelism, tbb, tbbmalloc, threading, mit, climate-change, sustainability, city-builder
Contributed Projects
pandapower
An easy to use open source tool for power system modeling, analysis and optimization with a high degree of automation.
analysis loadflow optimization power powerflow python short-circuit state-estimation system
Energy Systems - Energy System Modeling Frameworks - Last synced: 25 Dec 2025 - Ranking: 24.3
Herbie
A Python package that downloads recent and archived numerical weather prediction model output from different cloud archive sources.
big-data-program cfgrib download ecmwf-data gfs grib grib2 hrrr noaa-data nomads numerical-weather-prediction open-data python rap xarray
Atmosphere - Meteorological Observation and Forecast - Last synced: 24 Dec 2025 - Ranking: 20.8
Water Network Tool for Resilience
A Python package designed to simulate and analyze resilience of water distribution networks.
modeling ord python simulation water
Natural Resources - Water Supply and Quality - Last synced: 25 Dec 2025 - Ranking: 20.0
EODAG
Gives you an easy way to access products from more than 10 earth observation providers, with more than 50 different product types (Sentinel 1, Sentinel 2, Sentinel 3, Landsat, etc.) that can be searched and downloaded.
catalog cbers copernicus downloader earth-observation eodag geographic-data geospatial gis landsat modis remote-sensing satellite-imagery search sentinel spatial-imagery stac
Sustainable Development - Data Catalogs and Interfaces - Last synced: 24 Dec 2025 - Ranking: 19.8
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: 25 Dec 2025 - Ranking: 19.6
PlantCV
Plant phenotyping using computer vision.
bioinformatics image-analysis plant-phenotyping plantcv science
Biosphere - Plants and Vegetation - Last synced: 25 Dec 2025 - Ranking: 19.6
DeepForest
Python Package for Tree Crown Detection in Airborne RGB imagery.
Biosphere - Forest Remote Sensing - Last synced: 24 Dec 2025 - Ranking: 19.0
opendsm
An open source Python package for implementing and developing standard methods for calculating normalized metered energy consumption and avoided energy use.
building-energy efficiency energy energy-data energy-efficiency
Energy Systems - Building Energy Monitoring - Last synced: 25 Dec 2025 - Ranking: 19.0
Aurora
An atmospheric foundation machine learning model initially trained on vast amounts of data to predict atmospheric variables like temperature, which can then be adapted to specialized atmospheric forecasting tasks with relatively little additional data.
atmospheric-chemistry aurora-model deep-learning foundation-models ocean-waves tropical-cyclone-tracking weather-prediction
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 24 Dec 2025 - Ranking: 18.3
Streetmix
Makes it easy for people to design public spaces together.
city-builder city-planning civic-tech hacktoberfest streetmix urban-planning
Consumption - Mobility and Transportation - Last synced: 25 Dec 2025 - Ranking: 18.2
OpenTripPlanner
An open source multi-modal trip planner, focusing on travel by scheduled public transportation in combination with bicycling, walking, and mobility services including bike share and ride hailing.
Consumption - Mobility and Transportation - Last synced: 25 Dec 2025 - Ranking: 18.1
Electricity Maps
A real-time visualization of the CO2 emissions from electricity consumption.
app climate-change data-visualization electricity electricity-consumption electricity-prices electricitymap electricitymaps hacktoberfest map sustainability
Emissions - Carbon Intensity and Accounting - Last synced: 25 Dec 2025 - Ranking: 18.1
EOReader
A remote-sensing opensource Python library reading optical and SAR constellations, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
cosmo-skymed earth-observation geopandas iceye landsat maxar planetscope pleiades radarsat rasterio remote-sensing saocom sar satellite-imagery sentinel-1 sentinel-2 sentinel-3 terrasar worldview xarray
Sustainable Development - Environmental Satellites - Last synced: 25 Dec 2025 - Ranking: 17.1
The Public Utility Data Liberation Project
Makes the US' energy data easier to access and use.
cems climate coal ddj eia eia860 eia923 electricity emissions energy epa etl ferc ghg natural-gas open-data pudl python sqlite utility
Energy Systems - Energy Data Accessibility and Integration - Last synced: 25 Dec 2025 - Ranking: 16.9
BirdNET-Analyzer
A deep learning solution for avian diversity monitoring.
acoustic-monitoring bioacoustics birds birdsong deep-learning
Biosphere - Avian Monitoring and Analysis - Last synced: 25 Dec 2025 - Ranking: 16.6
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: 25 Dec 2025 - Ranking: 16.5
icepyx
Python tools for obtaining and working with ICESat-2 data.
closember community-driven hacktoberfest icesat-2 python3
Cryosphere - Glacier and Ice Sheets - Last synced: 24 Dec 2025 - Ranking: 16.4
openfoodfacts-server
Open Food Facts is a collaborative, free and open database of food products from around the world.
allergens allergies crowdsourcing database environment food food-products nutrition perl recycling
Consumption - Agriculture and Nutrition - Last synced: 25 Dec 2025 - Ranking: 13.4
Analysis-Ready, Cloud Optimized ERA5
A global history of the climate highly accessible in the cloud.
cloud-optimized ecmwf era5 open-science zarr
Climate Change - Climate Data Access and Visualization - Last synced: 24 Dec 2025 - Ranking: 8.5
WeatherBench 2
A framework for evaluating and comparing data-driven and traditional numerical weather forecasting models.
Atmosphere - Meteorological Observation and Forecast - Last synced: 24 Dec 2025 - Ranking: -Infinity