Landsat ML Cookbook

Covers the essential materials for working with Landsat data in the context of machine learning workflows.

Sustainable Development - Education - Last synced: 04 Jul 2025 - Ranking: 4.5

pyLCAIO

An object class to hybridize lifecycle assessment and environmentally extended input-output (EEIO) databases.

brightway2 carbon-footprint database ecoinvent energy-consumption environmental-modelling exiobase industrial-ecology input-output life-cycle-assessment scientific-research water-footprint

Industrial Ecology - Input Output Model - Last synced: 04 Jul 2025 - Ranking: 4.5

OSeMBE_ECEMF

Contains the energy future scenarios modelled in OSeMBE as part of the ECEMF project, which brings together energy and climate researchers and policy makers to address the central challenge of our time - how to achieve climate neutrality.

Energy Systems - Global and Regional Energy System Models - Last synced: 05 Jul 2025 - Ranking: 4.5

Blueant

Environmental data for Antarctic and Southern Ocean science.

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 04 Jul 2025 - Ranking: 4.5

NASAaccess

An R package that can generate gridded ASCII tables of climate (CIMP5) and weather data (GPM, TRMM, GLDAS) needed to drive various hydrological models (e.g. SWAT, VIC, RHESSys).

Climate Change - Climate Data Processing and Analysis - Last synced: 04 Jul 2025 - Ranking: 4.5

ESTA

A command-line tool for processing raw emissions data into spatially and temporally-allocated emissions inventories, suitable for photochemicaly modeling or other analysis.

air-pollution automobiles emissions inventory modeling on-road

Emissions - Emission Observation and Modeling - Last synced: 04 Jul 2025 - Ranking: 4.4

ChaosBench

A benchmark project to improve and extend the predictability range of deep weather emulators to the subseasonal-to-seasonal (S2S) scale.

Climate Change - Earth and Climate Modeling - Last synced: 04 Jul 2025 - Ranking: 4.4

IonMonger

A free and fast perovskite solar cell simulator with coupled ion vacancy and charge carrier dynamics in one dimension.

halide-ion-migration perovskite-solar-cells

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 04 Jul 2025 - Ranking: 4.4

RecycleNet

Effective trash classification model using only a small number of annotated images.

attention recyclenet trash-classification trashnet

Industrial Ecology - Circular Economy and Waste - Last synced: 04 Jul 2025 - Ranking: 4.4

spanner

Utilities to support landscape-, forest-, and tree-related data collection, manipulation, analysis, modelling, and visualization.

Biosphere - Forest Modeling and Analysis - Last synced: 04 Jul 2025 - Ranking: 4.4

DSMR Toolkit

A set of Java based libraries and tools that should allow processing Dutch Smart Meter Requirements messages in a way that is as flexible and reusable as possible.

dsmr dsmr-parser iot nifi nifi-processors raspberry-pi slimme-meters slimmemeter smartmeter

Energy Systems - Building Energy Monitoring - Last synced: 05 Jul 2025 - Ranking: 4.4

Planet Snowcover

A project that pairs airborne lidar and Planet Labs satellite imagery with cutting-edge computer vision techniques to identify snow-covered area at unprecedented spatial and temporal resolutions.

cloud-native computer-vision planet-labs

Cryosphere - Snow and Permafrost - Last synced: 05 Jul 2025 - Ranking: 4.4

GElectrical

A free and opensource electrical system analysis software for LV/MV electrical distribution networks.

coordination-study electrical electrical-engineering electrical-grid electrical-network-analysis electrical-networks electrical-rules-check electrical-schematics electrical-system electrical-systems pandapower powerflow short-circuit-analysis voltage-drop-analysis

Energy Systems - Grid Analysis and Planning - Last synced: 04 Jul 2025 - Ranking: 4.4

Easy-ERA5-Trck

A super lightweight Lagrangian model for calculating millions of trajectories using ERA5 data.

era5 lagrangian multiprocessing python trajectory

Emissions - Emission Observation and Modeling - Last synced: 04 Jul 2025 - Ranking: 4.4

freshwater

Greenland liquid water runoff from 1958 through 2019.

grass-gis greenland org-mode scientific-workflows water

Cryosphere - Glacier and Ice Sheets - Last synced: 04 Jul 2025 - Ranking: 4.4

GlobalEnergyGIS

Generates input data for energy models on renewable energy in arbitrary world regions using public datasets.

Energy Systems - Renewable Energy Integration - Last synced: 04 Jul 2025 - Ranking: 4.4

caliver

CALIbration and VERification of gridded fire danger models.

calibration geospatial-data natural-hazard netcdf r verification wildfire

Biosphere - Wildfire - Last synced: 04 Jul 2025 - Ranking: 4.4

CspStandSegmentation

An R-package for the segmentation of single trees from forest point clouds scanned with terrestrial, mobile or unmanned LiDAR systems.

Biosphere - Forest Remote Sensing - Last synced: 05 Jul 2025 - Ranking: 4.4

CAMS

Critical Asset Management and Disaster Resilience for Islands, Cities, and Communities.

open-source

Climate Change - Natural Hazard and Storm - Last synced: 04 Jul 2025 - Ranking: 4.4

canopyLazR

An R package that estimates leaf area density and leaf area index from airborne LiDAR point clouds.

Biosphere - Forest Remote Sensing - Last synced: 04 Jul 2025 - Ranking: 4.4

stochLAB

A tool to run collision risk models for seabirds on offshore wind farms.

collision-risk migratoryspecies offshore-wind seabirds

Renewable Energy - Wind Energy - Last synced: 05 Jul 2025 - Ranking: 4.4

ipcc_sr15_scenario_analysis

Scenario analysis notebooks for the IPCC Special Report on Global Warming of 1.5°C.

climate-change climate-change-mitigation integrated-assessment ipcc pathway-analysis scenario sr15

Climate Change - Integrated Assessment and Climate Policy - Last synced: 04 Jul 2025 - Ranking: 4.4

Seedlot Selection Tool

A GIS mapping program designed to help forest managers match seedlots with planting sites based on climatic information.

Biosphere - Deforestation and Reforestation - Last synced: 04 Jul 2025 - Ranking: 4.4

D-EcoImpact

A Python based kernel to perform spatialenvironmental impact assessment.

ecological-modelling environmental-modeling environmental-modelling

Biosphere - Ecological and Environmental Modeling - Last synced: 05 Jul 2025 - Ranking: 4.3

Open Energy Tracker

An open data platform for monitoring and visualizing energy policy targets.

data visualization dataset energy plotly policy python renewable energy

Energy Systems - Energy Policy - Last synced: 04 Jul 2025 - Ranking: 4.3

HIM

Hydrogen Infrastructure model for the analysis of spatially resolved hydrogen infrastructure pathways.

Energy Storage - Hydrogen - Last synced: 04 Jul 2025 - Ranking: 4.3

CO2SYS

A MATLAB (or Octave) project to compute variables of ocean CO2 systems.

Hydrosphere - Ocean Carbon and Temperature - Last synced: 04 Jul 2025 - Ranking: 4.3

WWCP_OCPP

Connectivity between the World Wide Charging Protocol (WWCP) and the Open Charge Point Protocol (OCPP v1.6/v2.0).

charging chargingstation e-mobility ocpp

Consumption - Mobility and Transportation - Last synced: 04 Jul 2025 - Ranking: 4.3

NEMS

A long-term energy-economy modeling system of U.S. energy markets.

Energy Systems - Energy Markets - Last synced: 05 Jul 2025 - Ranking: 4.3

fwapg

Extends British Columbia's Freshwater Atlas with PostgreSQL/PostGIS.

british-columbia freshwater-atlas fwa lakes linear-referencing postgis rivers streams watersheds

Hydrosphere - Freshwater and Hydrology - Last synced: 04 Jul 2025 - Ranking: 4.3

Methane-detection-from-hyperspectral-imagery

Deep Learning based Remote Sensing Methods for Methane Detection in Airborne Hyperspectral Imagery.

Emissions - Emission Observation and Modeling - Last synced: 04 Jul 2025 - Ranking: 4.3

The NHS Emission Quantification Recipe Book

A transparent, collaborative and evidence-based approach to establishing a standardised means of calculating emissions associated with NHS Carbon Footprint and Carbon Footprint Plus.

carbon-emissions carbon-footprint sustainability sustainability-analysis

Emissions - Carbon Intensity and Accounting - Last synced: 05 Jul 2025 - Ranking: 4.3

Poverty and Inequality Platform Methodology

Describes how global and regional poverty rates are calculated.

Sustainable Development - Population and Poverty - Last synced: 05 Jul 2025 - Ranking: 4.3

ghg emissions indicator

R scripts for a greenhouse gases emissions indicator published on Environmental Reporting British Columbia.

data-science env r rstats

Emissions - Emission Observation and Modeling - Last synced: 04 Jul 2025 - Ranking: 4.3

oneimpact

Provides tools for the assessment of cumulative impacts of multiple infrastructure and land use modifications in ecological studies.

biodiversity cumulative-impacts grass-gis r r-package

Biosphere - Biodiversity Analysis and Metrics - Last synced: 04 Jul 2025 - Ranking: 4.3

CircuLaw

A knowledge platform dedicated to enabling the transition to a circular economy by identifying opportunities in current law to support a circular future.

circular-economy legal nextjs react sanity

Industrial Ecology - Circular Economy and Waste - Last synced: 05 Jul 2025 - Ranking: 4.3

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: 05 Jul 2025 - Ranking: 4.3

m_mhw

Detect and analyse spatial marine heatwaves.

climate-science data-analysis heatwaves marine-heatwaves matlab

Hydrosphere - Ocean Carbon and Temperature - Last synced: 04 Jul 2025 - Ranking: 4.2

Fossil Shipment Tracker

A data platform that provides decision-makers, journalists and campaigning organizations with information that helps identify fossil fuel shipments from Russia.

Emissions - Emission Observation and Modeling - Last synced: 05 Jul 2025 - Ranking: 4.2

pyTCR

A physics-based model developed in python to estimate rainfall induced by tropical cyclones.

climate cyclone modeling rainfall

Climate Change - Natural Hazard and Storm - Last synced: 05 Jul 2025 - Ranking: 4.2

GenoFLU

Bird influenza data pipeline to automate genotyping assignment.

Biosphere - Avian Monitoring and Analysis - Last synced: 05 Jul 2025 - Ranking: 4.2

LCIA

Contains important files from the ecoinvent Life Cycle Impact Assessment method implementation procedure for ecoinvent.

Industrial Ecology - Life Cycle Assessment - Last synced: 05 Jul 2025 - Ranking: 4.2

24/7 CFE

This project explores the means, costs and impacts of 24/7 Carbon-Free Energy procurement in Europe.

energy energy-model power-system pypsa snakemake

Energy Systems - Global and Regional Energy System Models - Last synced: 04 Jul 2025 - Ranking: 4.2

pyvortex

Equivalent Latitude and polar vortex edge calculation using Nash criteria.

Atmosphere - Atmospheric Composition and Dynamics - Last synced: 04 Jul 2025 - Ranking: 4.2

HarvestStat

Contains cleaned and harmonized subnational global crop production data from various sources, including the Famine Early Warning Systems Network (FEWS NET) of the United States Agency for International Development (USAID) and the Food and Agriculture Organization (FAO).

Consumption - Agriculture and Nutrition - Last synced: 05 Jul 2025 - Ranking: 4.2

oss4climate

A scraping tool for open-source code (GitLab & GitHub) and associated search engine implementation to facilitate discovery of open-source code to address climate challenges.

climate open-source

Sustainable Development - Data Catalogs and Interfaces - Last synced: 05 Jul 2025 - Ranking: 4.2

PostWRF

Visualization and postprocessing of the WRF and ERA5 data.

atmospheric-science data-visualization era5 ncl postprocessing rttov visualization weather wrf

Atmosphere - Meteorological Observation and Forecast - Last synced: 04 Jul 2025 - Ranking: 4.2

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: 05 Jul 2025 - Ranking: 4.2

ReMobidyc

A multi-agent simulator for individual-based modeling in population dynamics and ecotoxicology.

ecotoxicology indivisual-based-modeling multi-agent-simulation multi-agent-systems pharo population-dynamics simulator

Biosphere - Ecological and Environmental Modeling - Last synced: 05 Jul 2025 - Ranking: 4.2

PV Free

A public API for PV modeling parameters.

api python solar-energy

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 04 Jul 2025 - Ranking: 4.2

EWDM

Python toolkit for estimating directional wave spectra of ocean waves based on wavelet transform.

adcps directional-spectrum spotter wavelets waves wavestaffs wdm

Hydrosphere - Waves and Currents - Last synced: 05 Jul 2025 - Ranking: 4.2

RE4AFAGRI

A multi-model framework to analyse deficits, requirements, and optimal solutions for integrated land-water-agriculture-energy-development nexus interlinkages in developing countries.

Energy Systems - Energy Data Accessibility and Integration - Last synced: 05 Jul 2025 - Ranking: 4.2

EOS-AYCE

Eaternity's software platform serving as an open-source environmental operating system (EOS) for all you can eat (AYCE) for climate.

Industrial Ecology - Life Cycle Assessment - Last synced: 05 Jul 2025 - Ranking: 4.2

PointER

A LiDAR-Derived Point Cloud Dataset of One Million English Buildings Linked to Energy Characteristics.

building-energy dataset deep-learning lidar point-cloud

Consumption - Buildings and Heating - Last synced: 04 Jul 2025 - Ranking: 4.2

hspfbintoolbox

A Python script and library of functions to read Hydrological Simulation Program Fortran (HSPF) binary files and print to screen.

cli hydrology python simulation

Hydrosphere - Freshwater and Hydrology - Last synced: 04 Jul 2025 - Ranking: 4.2

EPA_ALPHA_Model

Evaluate the Greenhouse Gas emissions of Light-Duty vehicles.

oar

Emissions - Emission Observation and Modeling - Last synced: 04 Jul 2025 - Ranking: 4.2

BIOSCAN-5M

A comprehensive multi-modal dataset comprised of over 5 million specimens, 98% of which are insects.

Biosphere - Biodiversity Data Access and Management - Last synced: 05 Jul 2025 - Ranking: 4.2

GeoPressureR

R package which help researchers construct the trajectory of a bird equiped with an atmospheric pressure sensor.

bird datalogger era5 geolocator migration pressure-sensor r tracker windspeed

Biosphere - Avian Monitoring and Analysis - Last synced: 05 Jul 2025 - Ranking: 4.2

Soil Erosion Watch

A Google Earth Engine App to explore the state of the world's degraded soils.

Natural Resources - Soil and Land - Last synced: 05 Jul 2025 - Ranking: 4.2

hf_hydrodata

This Python package is a product of the HydroFrame project and is designed to provide easy access to national hydrologic simulations generated using the National ParFlow model as well as a variety of other gridded model input datasets and point observations.

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 04 Jul 2025 - Ranking: 4.1

EV Footprint

A simulation of the true impact on climate and CO2 emissions of an electric car vs a traditional gasoline car.

Consumption - Mobility and Transportation - Last synced: 04 Jul 2025 - Ranking: 4.1

WEkEO4Atmosphere

With the help of cases studies about the monitoring of wildfires and air quality, Copernicus atmosphere data from the Copernicus Programme are introduced.

Sustainable Development - Education - Last synced: 04 Jul 2025 - Ranking: 4.1

Climate change in the contiguous United States

The Washington Post's analysis of NOAA climate change data for the contiguous United States.

Sustainable Development - Knowledge Platforms - Last synced: 04 Jul 2025 - Ranking: 4.1

GRAL

A Lagrangian dispersion model with reasonable demands on computational times and sensible accuracy.

Atmosphere - Atmospheric Dispersion and Transport - Last synced: 04 Jul 2025 - Ranking: 4.1

ADVECT

A whole-ocean marine debris transport model which is built to handle millions of particles and terabytes of data.

Industrial Ecology - Circular Economy and Waste - Last synced: 04 Jul 2025 - Ranking: 4.1

TSX

Provides reliable and robust measures of change in the relative abundance of Australia's threatened and near-threatened species at national, state and regional levels.

Biosphere - Terrestrial Wildlife - Last synced: 05 Jul 2025 - Ranking: 4.1

hydropowerlib

Designed to calculate feed-in time series of run-of-the-river hydropower plants.

Renewable Energy - Hydro Energy - Last synced: 04 Jul 2025 - Ranking: 4.1

NAPS Data Analysis Toolbox

Canada National Air Pollution Surveillance Program data downloader, importer, extractor, analysis, and visualization toolbox.

air-pollution air-quality air-quality-data aqhi aqhi-canada canada cesi data-analysis eccc geoscience heatmap naps pollution

Natural Resources - Air Quality - Last synced: 05 Jul 2025 - Ranking: 4.1

canwqdata

An R package to download open water quality data from Environment and Climate Change Canada's National Long-term Water Quality Monitoring Data.

data-science env r r-package rlang rstats

Natural Resources - Water Supply and Quality - Last synced: 04 Jul 2025 - Ranking: 4.1

AR6-WG1-Data-Compilation

Compiles the data into a uniform, csv-based data format following the standard established by the Integrated Assessment Modeling Consortium and used by IPCC WG3.

Climate Change - Climate Data Processing and Analysis - Last synced: 04 Jul 2025 - Ranking: 4.1

NEMED

A python package to retrieve and process historical emissions data of the National Electricity Market, reproduced by datasets published by the Australian Energy Market Operator.

aemo australia cdeii emissions energy national-electricity-market nem python

Emissions - Carbon Intensity and Accounting - Last synced: 04 Jul 2025 - Ranking: 4.1

CarboLifeCalc

An embodied carbon calculator for the built environment.

material-mapping revit revit-material-quantities

Consumption - Buildings and Heating - Last synced: 04 Jul 2025 - Ranking: 4.1

APIS

Build a microgrid that utilizes variable renewable energy as the main power source and enhances the resilience of the power system.

Energy Systems - Grid Management and Microgrid - Last synced: 04 Jul 2025 - Ranking: 4.1

teb

A library to calculate the urban surface energy balance at neighborhood scale assuming a simplified canyon geometry.

atmospheric-modelling building-energy cmake energy-balance-model energy-consumption energy-model energy-simulation environmental-modelling forecasting-model land-surface-model meteorology teb town-energy-balance urban-energy-budget urban-meteorology urban-planning

Consumption - Buildings and Heating - Last synced: 04 Jul 2025 - Ranking: 4.1

NYCBuildingEnergyUse

Predict the emission of greenhouse gases from buildings by looking at their age, and water consumption as well as other energy consumption metrics.

bokeh data-science energy-efficiency exploratory-data-analysis google-app-engine missing-data missing-values outlier-detection outlier-removal regression regression-models scikit-learn xgboost

Consumption - Buildings and Heating - Last synced: 04 Jul 2025 - Ranking: 4.1

forestlas

Code for generating metrics of forest vertical structure from airborne LiDAR data.

Biosphere - Forest Remote Sensing - Last synced: 04 Jul 2025 - Ranking: 4.1

GasDispersion.jl

A set of tools for atmospheric dispersion modeling of gaseous releases, such as might occur during an emergency at a chemical plant or more routinely from a stack.

chemical-engineering process-safety

Atmosphere - Atmospheric Dispersion and Transport - Last synced: 04 Jul 2025 - Ranking: 4.1

Vehicle with Fuel Cell Powertrain

Fuel cell electric vehicle with battery model and cooling system.

Energy Storage - Hydrogen - Last synced: 04 Jul 2025 - Ranking: 4.1

Netflora

The Netflora Project involves the application of geotechnologies in forest automation and carbon stock mapping in native forest areas in Western Amazonia.

Biosphere - Forest Observation and Management - Last synced: 04 Jul 2025 - Ranking: 4.1

earthlib

Contains several thousand unique spectral endmembers representing green vegetation, soil, non-photosynthetic vegetation, urban materials, and burned materials.

conservation earth-engine ecology remote-sensing spectral-unmixing

Natural Resources - Soil and Land - Last synced: 04 Jul 2025 - Ranking: 4.1

reservatoriosBR

R package for Brazilian reservoirs data.

brazil reservoir water

Natural Resources - Water Supply and Quality - Last synced: 04 Jul 2025 - Ranking: 4.1

Simsphere

A one-dimensional model that allows one to simulate the transfer of heat and moisture between plants, soil and atmosphere over a 24 hour day.

Natural Resources - Soil and Land - Last synced: 05 Jul 2025 - Ranking: 4.0

Deep Waste

AI powered recycling app that classifies waste and promotes eco-friendly disposal with rewards.

community-project deep-learning eco-friendly enviroment flutter flutter-apps garbage-classification github hacktoberfest image-classification learn machine-learning open-source open-source-project pr-welcome recycle recycling student-vscode travis

Industrial Ecology - Circular Economy and Waste - Last synced: 04 Jul 2025 - Ranking: 4.0

rOPTRAM

Implements The OPtical TRapezoid Model (OPTRAM) to derive soil moisture based on the linear relation between a vegetation index, i.e. NDVI, and Shortwave Infra-red.

Natural Resources - Soil and Land - Last synced: 05 Jul 2025 - Ranking: 4.0

EcoNicheS

Enhancing ecological niche modeling, niche overlap and connectivity analysis using shiny dashboard and R Package.

gui-application landscape-connectivity niche-modelling niche-overlap r

Biosphere - Species Distribution Modeling - Last synced: 04 Jul 2025 - Ranking: 4.0

EMODnetWFS

Allow interrogation of and access to EMODnet(European Marine Observation and Data Network) geographic vector data in R though the EMODnet Web Feature Services.

biology dataproducts emodnet marine-data rstats wfs

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 05 Jul 2025 - Ranking: 4.0

REVOL-E-TION

An energy system model toolbox designed to optimize integration of electric vehicle fleets into local energy systems such as mini- and microgrids, company sites, apartment blocks or single homes and estimate the resulting technoeconomic potentials in terms of costs and revenues within the energy.

bidirectional-charging energy-system-model ev-integration microgrid minigrid smart-charging v2b v2g v2h v2s

Energy Systems - Renewable Energy Integration - Last synced: 05 Jul 2025 - Ranking: 4.0

Swallowtail Climate Change

Data and code for North American Swallowtail and larval host plant distributions in relation to climate change.

Biosphere - Biodiversity Analysis and Metrics - Last synced: 05 Jul 2025 - Ranking: 4.0

Emerging Technologies for the Circular Economy

Teaching emerging technologies for the circular economy and the limits to growth.

Sustainable Development - Education - Last synced: 04 Jul 2025 - Ranking: 4.0

rfasst

Estimation of a consistent range of adverse health and agricultural effects attributable to air pollution for a GCAM scenario.

Natural Resources - Air Quality - Last synced: 04 Jul 2025 - Ranking: 4.0

bonsai_ipcc

Enables users to calculate national greenhouse gas (GHG) inventories based on the guidelines provided by the International Panel on Climate Change.

Emissions - Emission Observation and Modeling - Last synced: 04 Jul 2025 - Ranking: 4.0

hydrobr

Help users select, download and clean data from pluvio- and fluviometric stations from the Brazilian National Water Agency.

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 04 Jul 2025 - Ranking: 4.0

cold pool index

Calculate the cold pool index, mean sea surface temperature, and mean bottom temperature using temperature data collected during bottom trawl surveys of the eastern Bering Sea.

ecosystem-status-report environmental-data

Biosphere - Marine Life and Fishery - Last synced: 04 Jul 2025 - Ranking: 4.0

HydroMap

Mapping of groundwater level for realistic flow flowpaths using semi-automated kriging.

depth-to-watertable geostatiscs geostatistics groundwater gstat hydrogeology hydrology kriging potentiometer

Hydrosphere - Freshwater and Hydrology - Last synced: 04 Jul 2025 - Ranking: 3.9

ICESat-2 Sea Ice Thickness Data Analysis and Visualization

Interactive Jupyter Book for wrangling, visualizing, and analyzing ICESat-2 sea ice thickness data

climate cryosphere jupyter-book nasa-data python satellite-imagery sea-ice

Sustainable Development - Education - Last synced: 04 Jul 2025 - Ranking: 3.9

saleos

Sustainability Analytics for Low Earth Orbit Satellites.

Industrial Ecology - Life Cycle Assessment - Last synced: 04 Jul 2025 - Ranking: 3.9

MeteoHist

A Streamlit app to create interactive temperature and precipitation graphs for places around the world.

climate-change climate-data data-visualization global-warming

Atmosphere - Meteorological Observation and Forecast - Last synced: 04 Jul 2025 - Ranking: 3.9

WeeForest

Aims to make the data about trees in Great Britain more accessible and understandable, whilst still maintaining good industry practices.

biodiversity forestry geopandas geospatial mapbox typescript uk

Biosphere - Forest Observation and Management - Last synced: 05 Jul 2025 - Ranking: 3.9

Predicting the Wind: Data Science in Wind Resource Assessment

Contains material for a hands-on tutorial and additional content about data science in wind resource assessment.

binder binder-ready data-science gis jupyter-notebook presentation renewables tutorial wind wind-energy wind-energy-analytics wind-estimate wind-resource-assessment

Sustainable Development - Education - Last synced: 04 Jul 2025 - Ranking: 3.9

MAED

An open-source tool for forecasting annual useful and final energy demands, featuring a module for intra-annual modelling of hourly electricity load profiles.

Energy Systems - Load and Demand Forecasting - Last synced: 05 Jul 2025 - Ranking: 3.9