Categories - Natural Resources

Sub Categories

Ecotoxicology - 5 projects
Air Quality - 36 projects
Water Supply and Quality - 94 projects
Soil and Land - 77 projects

Topics

nrcs, wastewater, usda, soil-survey, stormwater, air-quality-data, digital-soil-mapping, swmm5, pedology, climers, epanet, pedometrics, gef, water-distribution-networks, brazil, water-management, integrated-modelling, groundwater-recharge, drought-indices, landscape-metrics, covid-19, s4ss, toxicology, swmm, airquality, aqi, heatmap, eda, nasis, soil-respiration, openair, ncss, k-means, wlts, air-quality-index, soil-data-access, ensemble-prediction, sensor-station, acquisition, ow, distributed-modeling, ldn, water-models, image-time-series, nodemcu, planetary-computer, suitability-analysis, classification-algorithm, imod, well-hydrograph, aem, spei, jra-3q, uk-government, emissions-model, ncss-tech, rio-de-janeiro, preprocess, deep-percolation, r03, big-earth-data, stochastic-processes, hbv, extract-data, aqs, natural-climate-solutions, geomatics, datamart, lulc, land-change-analysis, pse, werkinformationen, olci, soil-mapping, sars-cov-2, summary-statistics, process-flow-diagram, spotpy, rainfall-prediction, environmental-data-retrieval, food-security, water resource management, poland, hydat, water-security, rsgislib, air-quality-api, r-programming, water-treatment, hacktoberfest2024, waqi, san-francisco-bay, geotechnical-engineering, advection, statistical-models, spatio-temporal-modeling, global-sensitivity-analysis, radiometric-temperatures, aqhi-canada, landtrendr, optical-satellite-imagery, ogr, firmware, stac-api, macos-menubar, canairio-firmware, kataster, hydrological, neutral-landscape-model, sm, landslides-detection, goal programming, geomorphometry, drinking-water, fields, aguaclara, low-cost-sensor, odm, sapper, accumulation, idaes-pse, aqi-readings, cigarettes, reservoir, leitungskataster, matilda, unccd, read, cesi, qa4sm, multi-objective optimization, 1d-cnn, hyperspectral-data, hydrographs, bcgov-csnr, wastewater-based-epidemiology, watertap, merging-algorithms, usepa, qgep, sensors, ensemble-methods, plantower, awsm, drought-index, publication-code, openoakland, terrain, pm10, airmonitoring, naming-conventions, abwasser, spectral-unmixing, conference, sewage, tidyverse, sewerpipe, mathematical programming, groundwater-level, wastewater-network, pms5003st, west-oakland, sia405, waterbalance, comptox, soils-revealed, phytoplankton, water-quality-data, code-for-america, pms5003, stac-catalog, automated-river-analysis, naps, data-dictionary, open-surface-mining, ismn, hydroinformatics, 2019, eo-datacubes, melt, e84-climate-unit, ensembles, environment-agency, water-monitoring, object-based-image-analysis, air-pollution-levels, gep, sgi, teksi, hyperspectral-image-classification, model predictive control, surface-mining-activities, era-5, computational-geography, in-situ, gsflow, frequency-analysis, smap-data, swmmanywhere, simulators, wastewater-surveillance, soil-moisture-sensor, covid19, waterflux, kssl, hbv-model, estuaries, meris, nhd, civic-apps-team, merra-2, air-quality-monitor, cetesb, sediment, citizenscience, satellite-image-time-series, sensor-data, bias, gis-based, air-quality-measurements, intensity-analysis, airbase, rprogramming, drought, spi, wepp, aqhi, source-energy-balance, sao-paulo, grass, stochastic optimization, civil-engineering, soil-texture-classification, land-use-and-land-cover-change, frm4sm, vsa-dss, opensensemap, map-algebra, air-pollutants, global-database, luc-maps, vsa-kek, bcgov, pygsflow, algal-bloom, land-degradation, epanet-matlab-toolkit, smog, soilweb, kanalfernsehen, human-health-assessment, field-campaigns, openfluid-framework, seasonal-calendar, cropland, groundwater-data, reservoir management, conservation-international, hydraulic-modelling, smartcitizen, pygef, defra, sensor-community, soil-erosion, non-intrusive, airly, kek, datenmanagement,

Projects

SoilGrids250m

Global Spatial predictions of soil properties and classes at 250 m resolution.

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 7.4

CWatM

Assess water supply, water demand and environmental needs at global and regional level.

climate-change hydrogeology hydrological hydrological-model hydrological-modelling hydrology water-security

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 7.3

rSFSW2

An R package to create soil water balance simulation experiment.

r r-package simulation-framework soil-water-balance

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 7.3

A team of volunteers at Code for Boston who are using data modeling, data visualization and machine learning to predict, visualize, and share data about the presence of hazardous drinking and surface water contaminants in the United States.

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 7.2

Soil-DRaH

The Soil Data Rescue and Harmonization project is a collaborative effort to rescue, harmonize, and curate soil data from multiple sources.

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 7.2

stats_for_soil_survey

Lecture material on 'Statistics for Pedologists'.

digital-soil-mapping eda ncss nrcs pedology pedometrics s4ss soil soil-survey spatial-data statistics tabular-data usda

Natural Resources - Soil and Land - Last synced: 05 Oct 2025 - Ranking: 7.2

NLMR

R package to simulate neutral landscape models.

landscape-ecology neutral-landscape-model peer-reviewed r r-package rstats spatial

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 7.2

PARETO

An Optimization Framework for Produced Water Management and Beneficial Reuse.

idaesplus pse

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 7.1

ODM

Aims to improve wastewater monitoring through interoperable data by providing robust support for reporting of biological, toxic or other health hazards.

covid-19 covid19 data-dictionary metadata naming-conventions odm sars-cov-2 vocabulary wastewater

Natural Resources - Water Supply and Quality - Last synced: 24 Aug 2026 - Ranking: 7.0

SMOKE

Create emissions inputs for multiple air quality modeling systems with unmatched speed and flexibility.

air-quality emissions-model

Natural Resources - Air Quality - Last synced: 23 Aug 2026 - Ranking: 6.9

Statistics for Soil Survey

Develop solutions to investigate soil survey correlation problems and update activities.

digital-soil-mapping eda ncss nrcs pedology pedometrics s4ss soil soil-survey spatial-data statistics tabular-data usda

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 6.8

LT-GEE

Google Earth Engine implementation of the LandTrendr spectral-temporal segmentation algorithm.

change-detection google-earth-engine landsat landscape-dynamics landtrendr mapping time-series-analysis

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 6.6

ISRaD

Improve the use of radiocarbon as a constraint for understanding the soil carbon cycle.

Natural Resources - Soil and Land - Last synced: 24 Aug 2026 - Ranking: 6.5

OpenAQ API Version 2

A web-accessible API that provides endpoints to query the real-time and historical air quality measurements on the platform.

Natural Resources - Air Quality - Last synced: 24 Aug 2026 - Ranking: 6.5

KnowFlow

KnowFlow Automatic Water Monitoring device is an open source tool enabling everyone to have access to first hand water quality data with low cost.

citizen-science iot-application water-monitoring water-quality

Natural Resources - Water Supply and Quality - Last synced: 24 Aug 2026 - Ranking: 6.5

airqmon

A macOS menu bar application that displays live air quality data from the nearest sensor station.

air-pollution air-quality air-quality-monitor airly electron graphql macos macos-menubar poland react sensor-station smog typescript

Natural Resources - Air Quality - Last synced: 23 Aug 2026 - Ranking: 6.4

soilReports

An R package that assists with the setup and operation of a collection of soil data summary, comparison, and evaluation reports.

nasis nrcs soil soil-survey usda

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 6.4

CLASSIC

The Canadian Land Surface Scheme Including Biogeochemical Cycles is the land surface component of the CanESM.

Natural Resources - Ecotoxicology - Last synced: 24 Aug 2026 - Ranking: 6.3

Landslides Detection

Machine learning tool to detect landslides from optical satellite imagery.

geomatics google-earth-engine image-segmentation k-means landslides-detection merging-algorithms obia object-based-image-analysis optical-satellite-imagery random-forest rsgislib

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 6.3

HASP

Hydrologic AnalySis Package.

groundwater groundwater-level r r-package rstats

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 6.2

AMET

A suite of software designed to facilitate the analysis and evaluation of predictions from meteorological and air quality models.

ord research

Natural Resources - Air Quality - Last synced: 23 Aug 2026 - Ranking: 6.2

WSIMOD

Provides a message passing interface to enable different subsystem models to communicate water flux and water quality information between each other, and self-contained representations of the key parts of the water cycle.

hacktoberfest hydrology integrated-modelling pollution python wastewater water-quality

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 6.1

Microplastic Data Portal

An Open Source project to increase access to microplastics data.

Natural Resources - Water Supply and Quality - Last synced: 24 Aug 2026 - Ranking: 6.1

Land Matrix

Independent global land monitoring initiative that promotes transparency & accountability in decisions over large-scale land acquisitions.

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 6.0

SCOPE

Simulation model for radiative transfer, photosynthesis and energy fluxes in vegetation and soil.

Natural Resources - Soil and Land - Last synced: 24 Aug 2026 - Ranking: 6.0

ml_drought

A Machine Learning Pipeline to Predict Vegetation Health.

2019 copernicus machine-learning

Natural Resources - Soil and Land - Last synced: 24 Aug 2026 - Ranking: 6.0

BEETHOVEN

Building an extensible, reproducible, test-driven, harmonised, open-source, versioned, ensemble model for air quality.

Natural Resources - Air Quality - Last synced: 24 Aug 2026 - Ranking: 6.0

RBBGCMuso

A software package that supports the application of the Biome-BGCMuSo biogeochemical mode, which simulates the storage and fluxes of water, carbon and nitrogen between the ecosystem and the atmosphere, and within the components of the terrestrial ecosystem.

biogeochemical-model ecosystem-model interface model optimization-tools r r-package

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 6.0

Fractional Cover

A remote sensing algorithm which measures the photosynthetic, non-photosynthetic and bare earth components of a Landsat image.

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 5.9

srdb

Global soil respiration database.

carbon-cycle data global-database science soil soil-respiration

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 5.8

AquaSat

A data set to enable remote sensing of water quality for inland waters.

Natural Resources - Water Supply and Quality - Last synced: 24 Aug 2026 - Ranking: 5.8

CSHShydRology

This is a collection of R functions used by the Canadian Association Society for Hydrological Sciences.

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 5.8

Soil Freeze-thaw Model

The soil freeze-thaw model simulates the transport of heat in soil using a one-dimensional vertical column.

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 5.8

LDCast

A precipitation nowcasting model based on a latent diffusion model.

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 5.7

soils-revealed

Platform for direct visualization, analysis and reporting of soil organic carbon predictions and changes over time.

climate-change food-security soils soils-revealed water-quality

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 5.7

Open Source EMEP MSC-W model

Designed to calculate air concentrations and deposition fields for major acidifying and eutrophying pollutants, photo-oxidants and particulate matter.

Natural Resources - Air Quality - Last synced: 23 Aug 2026 - Ranking: 5.6

Long-term Trends in Groundwater Levels in B.C.

R scripts for an indicator on long-term trends in groundwater levels in British Columbia published on Environmental Reporting British Columbia.

data-science env r rstats soe

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 5.6

PM2.5-GNN

A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting.

Natural Resources - Air Quality - Last synced: 23 Aug 2026 - Ranking: 5.4

cosore

Data, metadata, and software tools for the COSORE database of continuous soil respiration measurements.

carbon-cycle earth-sciences science soil-respiration

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 5.4

PyForecast

A statistical modeling tool used by Reclamation water managers and reservoir operators to train and build predictive models for seasonal inflows and streamflows.

forecasting hydrology machine-learning python statistical-models

Natural Resources - Water Supply and Quality - Last synced: 24 Aug 2026 - Ranking: 5.4

bcgroundwater

An R package to facilitate analysis and visualization of groundwater data from the British Columbia groundwater observation well network.

data-science env r rstats

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 5.4

DRIP-SLIP

Detecting Realtime Increased Precipitation / Sudden Landslide Identification Product.

Natural Resources - Soil and Land - Last synced: 24 Aug 2026 - Ranking: 5.4

Soil-Water-Balance

A Modified Thornthwaite-Mather Soil-Water-Balance Code for Estimating Groundwater Recharge.

deep-percolation fortran groundwater-recharge soil-water-balance usgs

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 5.3

cultionet

A library for semantic segmentation of cultivated land using a neural network.

agriculture cropland crops deep-learning fields land-cover pytorch pytorch-lightning remote-sensing satellite

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 5.0

iMOD

An easy to use Graphical User Interface + an accelerated Deltares-version of MODFLOW with fast, flexible and consistent sub-domain modeling techniques.

groundwater imod modflow qgis-plugin

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 5.0

rdefra

Interact with the UK AIR Pollution Database from DEFRA.

air-pollution air-pollution-levels air-quality defra peer-reviewed r r-package rstats uk

Natural Resources - Air Quality - Last synced: 24 Aug 2026 - Ranking: 4.9

POOPy

Object Oriented Python package for interfacing with English Water Companies Event Duration Monitoring data.

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 4.9

AWH-Geo

Tool and calculations for Global Potential of Harvesting Drinking Water from Air using Solar Energy.

Natural Resources - Water Supply and Quality - Last synced: 24 Aug 2026 - Ranking: 4.9

FHWA's DANA Tool

The Database for Air Quality and Noise Analysis (DANA) Tool provides traffic-related inputs to the Motor Vehicle Emission Simulator (MOVES) vehicle emissions model and the Traffic Noise Model (TNM).

Natural Resources - Air Quality - Last synced: 24 Aug 2026 - Ranking: 4.8

ausplotsR

Directly access plot-based data on vegetation and soils across Australia, with simple function calls to extract the data and merge them into species occurrence matrices for analysis or to calculate things like basal area and fractional cover.

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 4.8

GWHAT

A free, open source, and cross-platform interactive computer program whose main focus is the interpretation of observation well hydrographs.

groundwater-recharge hydrographs soil-water-balance well-hydrograph

Natural Resources - Water Supply and Quality - Last synced: 24 Aug 2026 - Ranking: 4.7

US_SoilGrids100m

Complete-coverage gridded predictions of soil properties (percent organic carbon, total nitrogen, bulk density, pH, and percent sand and clay) and classes (taxonomic great group and particle size in the control section) for the Conterminous U.S.

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 4.7

CREAHIA

An R package dedicated to health impact assessment (HIA) of air pollution.

Natural Resources - Air Quality - Last synced: 24 Aug 2026 - Ranking: 4.7

ECHO-AIR

A repository of scripts used for converting emissions to concentrations and health impacts using the InMAP Source-Receptor Matrix.

Natural Resources - Air Quality - Last synced: 23 Aug 2026 - Ranking: 4.6

reservatoriosBR

R package for Brazilian reservoirs data.

brazil reservoir water

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 4.5

SoilHealthDataCube

Soil Health Data Cube for Europe.

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 4.4

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: 23 Aug 2026 - Ranking: 4.3

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: 23 Aug 2026 - Ranking: 4.2

UK Sewage Map

A real-time visualization tool showing river sections affected by sewage discharges from combined sewer overflows across the UK.

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 4.2

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: 23 Aug 2026 - Ranking: 4.2

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: 23 Aug 2026 - Ranking: 4.2

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: 23 Aug 2026 - Ranking: 4.2

HydroPol2D

An open-source, high-resolution 2D model built in MATLAB for simulating overland flow, infiltration, groundwater-surface water interactions, and pollutant transport.

distributed-modeling floods hydrodynamics matlab pollutants python

Natural Resources - Water Supply and Quality - Last synced: 24 Aug 2026 - Ranking: 4.2

Wastewater Infrastructure Map

A comprehensive assessment of wastewater infrastructure across towns in the state of Vermont.

open-data open-datasets wastewater wastewater-network

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - 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: 24 Aug 2026 - Ranking: 4.1

downscalr

An R package for downscaling of land-use and land-use change projections.

Natural Resources - Soil and Land - Last synced: 24 Aug 2026 - Ranking: 3.9

CDE

Facilitates searching and download of the Water Framework Directive reporting data for all waterbodies from the EA website.

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 3.9

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: 24 Aug 2026 - Ranking: 3.9

Top Of The Poops

Analysing Sewage Information from the UK Environment Agency.

environment-agency sewage uk-government

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 3.6

Sand Mining Watch

A custom sand-mine detection tool by fine-tuning foundation models for earth observation, which leverage self supervised learning.

Natural Resources - Soil and Land - Last synced: 24 Aug 2026 - Ranking: 3.6

Wastewater Catchment Areas in Great Britain

This repository provides code to consolidate wastewater catchment areas in Great Britain and evaluate their spatial overlap with statistical reporting units, such as Lower Layer Super Output Areas.

geospatial-analysis open-data wastewater-based-epidemiology wastewater-surveillance

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 3.2

Air Quality Forecast

This end-to-end machine learning collaboration project is used to predict ozone and nitrogen dioxide levels in Utrecht as a form of timeseries regression.

Natural Resources - Air Quality - Last synced: 24 Aug 2026 - Ranking: 3.2

airQualityMeter

Detects air particulate matter (PM - pm1, pm2.5, pm10) concentrations and sends data to an MQTT server.

air airquality arduino esp32 esp8266 iot nodemcu particles plantower pm10 pms5003 pms5003st

Natural Resources - Air Quality - Last synced: 23 Aug 2026 - Ranking: 3.1

wqbench

Generate download and compile data from EPA ECOTOX database to generate aquatic life water quality benchmarks.

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 3.0

droughtR

An R package for non-stationary meteorological drought monitoring.

bias bias-correction forecasting hydrology time-series

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 2.9

Rpollution

The goal of Rpollution is to assemble R functions to analyze air pollution data.

Natural Resources - Air Quality - Last synced: 24 Aug 2026 - Ranking: 2.9

Drought Indices Map

This project attempts to find an accessible and friendly way to visualize data of drought indices in Spain from 1961 until 2017.

animation data-visualization dataset drought-indices heatmap map r rstudio spain

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 2.9

SoilGrids

A system for automated soil mapping based on global soil profile and environmental covariate data at 250 m spatial resolution.

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 2.1

LibreWater

A Small Scale Desalination and Water Purification Prototype that is powered by electric heating for scientific purpose and prototyping ahead according to the Libre Water Mission.

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 1.6

pyWaPOR

Data manual and Algorithm to compute the evapotranspiration of large areas using remote sensing data.

Natural Resources - Water Supply and Quality - Last synced: 24 Aug 2026 - Ranking: 1.4

Liquid Prep

Offers an end-to-end solution for farmers looking to optimize their water usage; especially during times of drought.

Natural Resources - Water Supply and Quality - Last synced: 24 Aug 2026 - Ranking: 0.7

HydroSHEDS

Seamless hydrographic data for global and regional applications.

Natural Resources - Water Supply and Quality - Last synced: 05 Oct 2025 - Ranking: 0.0

Open Soil Spectral Library

Brings together soil scientists, spectroscopists, informaticians, data scientists and software engineers to overcome some of the current bottlenecks preventing wider and more efficient use of soil spectroscopy.

Natural Resources - Soil and Land - Last synced: 05 Oct 2025 - Ranking: 0.0

STEP

ESA is developing free open source toolboxes for the scientific exploitation of Earth Observation missions under the Scientific Exploitation of Operational Missions programme element.

Natural Resources - Soil and Land - Last synced: 22 Aug 2026 - Ranking: 0.0

CAMx

A multi-scale photochemical modeling system for gas and particulate air pollution.

Natural Resources - Air Quality - Last synced: 05 Oct 2025 - Ranking: 0.0

iSDAsoil

Open access soil property map with 30m resolution for Africa.

Natural Resources - Soil and Land - Last synced: 05 Oct 2025 - Ranking: 0.0

STEP

ESA is developing free open source toolboxes for the scientific exploitation of Earth Observation missions under the Scientific Exploitation of Operational Missions programme element.

Natural Resources - Soil and Land - Last synced: 05 Oct 2025 - Ranking: 0.0

MLAir

Machine Learning on Air data is an environment that simplifies and accelerates the creation of new machine learning models for the analysis and forecasting of meteorological and air quality time-series.

Natural Resources - Air Quality - Last synced: 23 Aug 2026 - Ranking: 0.0

GSFLOW

A coupled Groundwater and Surface-water FLOW model based on the integration of the USGS Precipitation-Runoff Modeling System and the USGS Modular Groundwater Flow Model.

Natural Resources - Water Supply and Quality - Last synced: 24 Aug 2026 - Ranking: 0.0

iMOD

An easy to use Graphical User Interface + an accelerated Deltares-version of MODFLOW with fast, flexible and consistent sub-domain modeling techniques.

Natural Resources - Water Supply and Quality - Last synced: 08 Jun 2026 - Ranking: 0.0

ClearWater Modules

A collection of water quality and vegetation process simulation modules designed to couple with water transport models.

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: -Infinity

OpenLandMap

Data, services and web-apps providing access and interactive visualizations of the TB of high resolution data produced by the OpenGeoHub Foundation and contributing organizations.

Natural Resources - Soil and Land - Last synced: 24 Aug 2026 - Ranking: -Infinity

qualR

Download of air pollutants and meteorological information from CETESB QUALAR System for São Paulo, and MonitorAr Program, for Rio de Janeiro.

air-pollutants air-quality-data air-quality-measurements brazil cetesb r r-package rio-de-janeiro rstats sao-paulo weather-data

Natural Resources - Air Quality - Last synced: 24 Aug 2026 - Ranking: -Infinity

Hyperspectral Soilmoisture Dataset

Hyperspectral benchmark dataset on soil moisture.

benchmark dataset field-campaigns hyperspectral soil-moisture

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: -Infinity

EPANET-RTX Library

The real-time extension to the EPANET Hydraulic Toolkit.

Natural Resources - Water Supply and Quality - Last synced: 24 Aug 2026 - Ranking: -Infinity

SWMM5plus

Prototype Fortran 2008 engine for the EPA Storm Water Management Model.

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: -Infinity

wqbc

An R package for water quality thresholds and index calculation for British Columbia.

data-science env r r-package rstats

Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: -Infinity

shoot-i-smoke

See your city's air pollution measured in daily cigarettes.

air-pollution aqi cigarettes climate-change expo functional-programming global-warming hacktoberfest pollution react-native sustainability

Natural Resources - Air Quality - Last synced: 23 Aug 2026 - Ranking: -Infinity

esa_cci_sm

Readers and converters for ESA CCI Soil Moisture image and time series data.

cci climers esa preprocess python read sm soil-moisture

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: -Infinity

sidb

Contains information on laboratory soil incubation experiments, with emphasis on time series of CO2 release.

database open-data science scientific soil

Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: -Infinity

Contributors

Kaitlyn Alphonse kalphonse@ec-intl.com

OST Projects: 7
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer, Soil and Land
Topics: canopy, fluorescence, land-surface-model, sif, soil-plant-atmosphere, climate, land, climate-modeling, dynamical-core, earth-system-model and 23 more

vivekbedekar vivekbedekar@hotmail.com

OST Projects: 7
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: earth-science, groundwater, modflow, groundwater-modelling, groundwater-remediation, solute-transport

sruti sruti@openaq.org

OST Projects: 7
Categories: Natural Resources
Sub Categories: Air Quality
Topics: air-quality

jobonaf midable@gmail.com

OST Projects: 7
Categories: Natural Resources
Sub Categories: Air Quality
Topics: air-quality, air-quality-data, meteorology, openair, dispersion-model, trajectory-model, benchmarking, fairmode, no2, ozone and 9 more

Charlton, Scott R. charlton@usgs.gov

OST Projects: 7
Categories: Natural Resources
Sub Categories: Water Supply and Quality
Topics: cfd, cfd-general-notation, cgns, parallel-io, earth-science, groundwater, modflow, qt, vtk, phreeqc and 2 more

Matthew Plough matt.plough@koboldmetals.com

OST Projects: 7
Categories: Natural Resources, Sustainable Development
Sub Categories: Education, Water Supply, Water Supply and Quality
Topics: accumulation, catchments, digital-elevation-model, flow-direction, hydrology, direct-current-resistivity, electromagnetics, finite-volume, geophysics, induced-polarization and 14 more

Bonelli wbonelli@contractor.usgs.gov

OST Projects: 7
Categories: Natural Resources
Sub Categories: Water Supply and Quality
Topics: earth-science, groundwater, modflow

Joseph Hughes jdhughes99+1@gmail.com

OST Projects: 7
Categories: Natural Resources
Sub Categories: Water Supply and Quality
Topics: ensemble-methods, ensembles, global-sensitivity-analysis, non-intrusive, optimization-tools, parallel-computing, earth-science, groundwater, modflow

Wu Hao.Wu@ricardo.com

OST Projects: 7
Categories: Natural Resources
Sub Categories: Air Quality
Topics: air-quality, air-quality-data, meteorology, openair

rickD debboutr@gmail.com

OST Projects: 7
Categories: Hydrosphere, Natural Resources
Sub Categories: Ocean and Hydrology Data Access, Water Supply, Water Supply and Quality
Topics: accumulation, catchments, digital-elevation-model, flow-direction, hydrology, nhdplus, ord, watersheds

crvernon chrisrvernon@gmail.com

OST Projects: 7
Categories: Climate Change, Energy Systems, Hydrosphere, Natural Resources
Sub Categories: Air Quality, Earth and Climate Modeling, Energy Modeling and Optimization, Freshwater and Hydrology, Load and Demand Forecasting, Soil and Land, Water Supply, Water Supply and Quality
Topics: climate, hydrology, climate-change, climate-model, hector, global-change, groundwater, water, human-earth-system, multi-scale and 19 more

karlropkins k.ropkins@its.leeds.ac.uk

OST Projects: 7
Categories: Natural Resources
Sub Categories: Air Quality
Topics: air-quality, air-quality-data, meteorology, openair, atmoschem, atmospheric-chemistry, atmospheric-science, atmospheric-sciences, emissions, emissions-model and 2 more

mjreno mreno@IGSAAA071L00066.gs.doi.net

OST Projects: 7
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: earth-science, groundwater, modflow

Andrew Gene Brown andrew.g.brown@usda.gov

OST Projects: 7
Categories: Climate Change, Natural Resources
Sub Categories: Climate Data Access and Visualization, Soil and Land
Topics: kssl, nasis, nrcs, soil, soil-data-access, soil-survey, soilweb, usda, terra, ecology and 45 more

Panda Rushwood panda@energyandcleanair.org

OST Projects: 7
Categories: Emissions, Natural Resources
Sub Categories: Air Quality, Emission Observation and Modeling
Topics: air-quality, air-quality-data, meteorology, openair

Ryan Grout ryan@ryangrout.org

OST Projects: 7
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: accumulation, catchments, digital-elevation-model, flow-direction, hydrology, conda, conda-build, package-management, jupyterlab, llvm and 1 more

Philipp Kraft oekopez@gmx.de

OST Projects: 7
Categories: Hydrosphere, Natural Resources
Sub Categories: Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: accumulation, catchments, digital-elevation-model, flow-direction, hydrology, odmf, hydrological-model, water-quality

Danielle Dempsey ddempsey@perennia.ca

OST Projects: 7
Categories: Natural Resources
Sub Categories: Air Quality
Topics: air-quality, air-quality-data, meteorology, openair

Philipp Kraft philipp.kraft@umwelt.uni-giessen.de

Christian Parker cparker@talloaks-environmental.com

OST Projects: 7
Categories: Natural Resources
Sub Categories: Air Quality
Topics: air-quality, aqi, code4cleanair

DCCKC david.carslaw@kcl.ac.uk

OST Projects: 7
Categories: Natural Resources
Sub Categories: Air Quality
Topics: air-quality, air-quality-data, meteorology, openair

aprovost-usgs aprovost@usgs.gov

OST Projects: 7
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: earth-science, groundwater, modflow, heterogeneous, hydrogeology, solute-transport

Matt Bartos mdbartos@umich.edu

OST Projects: 7
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: accumulation, catchments, digital-elevation-model, flow-direction, hydrology, anomaly-detection, detect-outliers, outliers, robust-random-cut-forest, streaming-data and 1 more

Manning Young manningclarkeyoung@gmail.com

OST Projects: 7
Categories: Natural Resources
Sub Categories: Air Quality
Topics: air-quality, air-quality-data, meteorology, openair

Oscar Dowson odow@users.noreply.github.com

OST Projects: 7
Categories: Energy Storage, Energy Systems, Natural Resources, Renewable Energy
Sub Categories: Energy System Modeling Frameworks, Grid Analysis and Planning, Hydrogen, Photovoltaics and Solar Energy, Water Supply and Quality
Topics: water, optimal-power-flow, power-network, gas-flow, gas-network-formulations, electrical, energy-system, nrel, powersystems, photovoltaic and 3 more

Weber Weber.Marc@epa.gov

OST Projects: 7
Categories: Hydrosphere, Natural Resources
Sub Categories: Ocean and Hydrology Data Access, Water Supply and Quality
Topics: ow, hydrology, nhdplus, ord, watersheds

David Carslaw david@david-linux.home

OST Projects: 7
Categories: Natural Resources
Sub Categories: Air Quality
Topics: air-quality, air-quality-data, meteorology, openair

Stephen Roecker stephen.roecker@gmail.com

OST Projects: 6
Categories: Natural Resources
Sub Categories: Soil and Land
Topics: nasis, nrcs, soil, soil-survey, usda, kssl, soil-data-access, soilweb, digital-soil-mapping, eda and 12 more

Thomas Grandjean tgrandje@gmail.com

OST Projects: 6
Categories: Climate Change, Natural Resources
Sub Categories: Climate Data Access and Visualization, Water Supply and Quality
Topics: accumulation, catchments, digital-elevation-model, flow-direction, hydrology

Justin Bousquin bousquin.justin@epa.gov

OST Projects: 6
Categories: Industrial Ecology, Natural Resources
Sub Categories: Life Cycle Assessment, Water Supply and Quality
Topics: epa, lake, streamcat, ord, eutrophication, nitrogen, sf, terra, water, huc and 2 more

Warsame Yusuf wyusu068@uottawa.ca

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: covid-19, covid19, data-dictionary, naming-conventions, odm, sars-cov-2, vocabulary, wastewater, cchs, opensci and 1 more

Gabriel Tseng gabriel.tseng@mail.mcgill.ca

OST Projects: 6
Categories: Biosphere, Consumption, Natural Resources, Renewable Energy, Sustainable Development
Sub Categories: Agriculture and Nutrition, Data Catalogs and Interfaces, Forest Remote Sensing, Photovoltaics and Solar Energy, Soil and Land
Topics: nowcasting, pvoutput, solar, 2019, copernicus, agriculture, gaussian-processes, solar-energy, meta-learning, energy-access and 2 more

HannahSi hs649@cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Diego Alonso Alvarez d.alonso-alvarez@imperial.ac.uk

OST Projects: 6
Categories: Energy Storage, Energy Systems, Natural Resources, Renewable Energy
Sub Categories: Battery, Energy Modeling and Optimization, Energy System Modeling Frameworks, Photovoltaics and Solar Energy, Water Supply, Water Supply and Quality
Topics: decarbonisation, photovoltaic, semiconductor, solar-cells, batteries, battery-models, pybamm, solvers, hydrology, integrated-modelling and 21 more

Samweli smwltwesa6@gmail.com

OST Projects: 6
Categories: Climate Change, Energy Systems, Natural Resources
Sub Categories: Energy Data Accessibility and Integration, Natural Hazard and Storm, Natural Hazard and Storms, Soil and Land
Topics: disasterresponse, inasafe, qgis, qgis-plugin, climate, climate-change, conservation, conservation-international, earth, gef and 18 more

Aaron Yao-Smith aty25@cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Raoul Collenteur raoulcollenteur@gmail.com

OST Projects: 6
Categories: Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Curated Lists, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: hydrologists, hydrology, groundwater, pastas, hydrological-modelling, water, conceptual-hydrological-models, rainfall-runoff-model, tuwmodel, hydrus and 11 more

Tom Saleeba tom.saleeba@gmail.com

OST Projects: 6
Categories: Biosphere, Natural Resources, Sustainable Development
Sub Categories: Biodiversity Citizen Science, Biodiversity Data Access and Management, Biodiversity and Species Distribution, Data Catalogs and Interfaces, Soil and Land, Sustainable Investment
Topics: ecosystem-services, ala, ala-product-ala4r, inaturalist, orchids, conda, package-management, aws-dynamodb, google-cloud-functions, serverless-architectures and 17 more

GitHub Action noreply@github.com

OST Projects: 6
Categories: Climate Change, Energy Systems, Hydrosphere, Natural Resources
Sub Categories: Climate Data Processing and Analysis, Earth and Climate Modeling, Energy Modeling and Optimization, Energy System Modeling Frameworks, Freshwater and Hydrology, Soil and Land, Water Supply and Quality
Topics: landscape-ecology, landscape-metrics, co-simulation, power-grids, simulation-framework, pangeo, earth-science, grib, iris, meteorology and 68 more

ethan92429 ethan.keller@gmail.com

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Dylan Beaudette dylanbeaudette@users.noreply.github.com

OST Projects: 6
Categories: Natural Resources
Sub Categories: Soil and Land
Topics: kssl, nasis, nrcs, soil, soil-data-access, soil-survey, soilweb, usda, digital-soil-mapping, ncss-tech and 7 more

Heet Bhimani heet.datavizz@gmail.com

OST Projects: 6
Categories: Natural Resources
Sub Categories: Air Quality
Topics:

Arianna Curillo asc327@cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Beaudette dylan.beaudette@usda.gov

jeandavidt jeandavidt@gmail.com

Himeshi Samarasinghe samaraya@mcmaster.ca

karannewatia kn348@cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

mcflugen mcflugen@gmail.com

OST Projects: 6
Categories: Climate Change, Cryosphere, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Earth and Climate Modeling, Education, Freshwater and Hydrology, Snow and Permafrost, Soil and Land
Topics: bmi, csdms, permafrost, digital-elevation-model, hydrologic-modeling, hydrology, cf, udunits2, units, best-practices and 18 more

Doug Manuel doug.manuel@gmail.com

fawnwong fawn.wong@live.com

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

dtc66 dtc66@cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Andrew G. Brown andrew.g.brown@ca.usda.gov

OST Projects: 6
Categories: Natural Resources
Sub Categories: Soil and Land
Topics: digital-soil-mapping, eda, ncss, nrcs, pedology, pedometrics, s4ss, soil, soil-survey, spatial-data and 8 more

Liz emerc079@uottawa.ca

Anthony Verghese anthony.verghese@gmail.com

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

NielsNicolai nicolai.niels@gmail.com

Swastik Chaki swastikchaki@dhcp-hol-2928.eduroam.cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

ilee8 il73@cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

William Pennock whp28@cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment, codecov, coverage, coverage-report, coveragepy

SageWS jmweber14@earlham.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Swastik Chaki swastikchaki@dhcp-hol-852.eduroam.cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Swastik Chaki swastikchaki@dhcp-hol-875.eduroam.cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Oliver Leung oal22@cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Swastik Chaki swastikchaki@dhcp-mcfad-11387.eduroam.cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Elena Pertsalis ep447@cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Swastik Chaki sc2267@cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Martin Vonk vonk.mart@gmail.com

OST Projects: 6
Categories: Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Curated Lists, Freshwater and Hydrology, Ocean and Hydrology Data Access, Water Supply, Water Supply and Quality
Topics: hydrologists, hydrology, drought, drought-index, drought-indices, groundwater, sgi, spei, spi, pastas and 19 more

Cynoc cbb67@cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

juanchon998 jfg98@cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Swastik Chaki swastikchaki@dhcp-hol-973.eduroam.cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Mark Piper mark.piper@colorado.edu

OST Projects: 6
Categories: Climate Change, Cryosphere, Natural Resources, Sustainable Development
Sub Categories: Curated Lists, Earth and Climate Modeling, Education, Snow and Permafrost, Soil and Land
Topics: cheatsheet, geochemistry, geology, geophysics, geostatistics, groundwater, modflow, open-science, reservoir-modeling, seismic and 44 more

Gabriele Bozzola sbozzolator@gmail.com

OST Projects: 6
Categories: Atmosphere, Climate Change, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Earth and Climate Modeling, Ocean Circulation Models, Ocean Models, Radiative Transfer, Soil and Land
Topics: climate, data-assimilation, climate-change, ocean, black-hole, cosmic-explorer, einstein-telescope, gravitational-waves, gravity, gwastro and 42 more

jsta jstachelek@utexas.edu

OST Projects: 6
Categories: Biosphere, Climate Change, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Data Catalogs and Interfaces, Education, Freshwater and Hydrology, Marine Life and Fishery, Water Supply, Water Supply and Quality
Topics: fish, fishbase, taxonomy, climate, noaa, noaa-data, ecology, limnology, water-quality, national-hydrography-dataset and 49 more

Cynthia cc2467@cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Jonathan King jonking93@gmail.com

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: accumulation, catchments, digital-elevation-model, flow-direction, hydrology, climate, drought, drought-indices, paleoclimate, palmer-drought-severity-index and 7 more

Gabriele Bozzola gbozzola@caltech.edu

OST Projects: 6
Categories: Atmosphere, Cryosphere, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Ocean Circulation Models, Ocean Models, Radiative Transfer, Sea Ice, Soil and Land
Topics: climate, data-assimilation, climate-change, ocean, land, land-surface-model, climate-model, fluid-dynamics-simulator, ocean-modelling, aerosols and 8 more

Swastik Chaki swastikchaki@dhcp-mcfad-2370.eduroam.cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

hswerdfe howard.swerdfeger@canada.ca

rvyuha rostikisawesome@gmail.com

Yulric Sequeira yulrics@gmail.com

David Bitner bitner@dbspatial.com

OST Projects: 6
Categories: Natural Resources
Sub Categories: Air Quality
Topics: ogc-api, spatiotemporal-asset-catalog, stac-api, stac, aws-cdk, cog, cogeotiff, dynamic, gdal, map-tile-server and 25 more

Man You youm1@mcmaster.ca

Swastik Chaki swastikchaki@dhcp-mcfad-6856.eduroam.cornell.edu

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Monroe Weber-Shirk monroews@gmail.com

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Luigi Pirelli luipir@gmail.com

OST Projects: 6
Categories: Natural Resources
Sub Categories: Soil and Land, Water Supply, Water Supply and Quality
Topics: water, water-management, water-models, climate, climate-change, conservation, conservation-international, earth, gef, land and 25 more

Dylan Beaudette debeaudette@ucdavis.edu

Chris Black chris@ckblack.org

OST Projects: 6
Categories: Biosphere, Natural Resources, Renewable Energy
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Bioenergy, Ecological and Environmental Modeling, Forest Observation and Management, Plants and Vegetation, Soil and Land
Topics: Functional Structural Plant model, Nutrient uptake, Plant biology, Root architecture, SimRoot, cyberinfrastructure, data-assimilation, ecosystem-model, ecosystem-science, meta-analysis and 20 more

costachris christopouloscosta@gmail.com

OST Projects: 6
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer, Soil and Land
Topics: climate, data-assimilation, land, land-surface-model, radiative-transfer, scattering-physics, climate-modeling, dynamical-core, earth-system-model, finite-difference and 8 more

Andy Teucher andy.teucher@gov.bc.ca

OST Projects: 6
Categories: Biosphere, Emissions, Natural Resources
Sub Categories: Emission Observation and Modeling, Species Distribution Modeling, Water Supply, Water Supply and Quality
Topics: soe, citz, flnr, ascii-art, date-time, web-mapping, species-sensitivity-distribution, ssd, water-quality-guideline, bcdc

Tapio Schneider tapio@caltech.edu

OST Projects: 6
Categories: Atmosphere, Climate Change, Cryosphere, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Earth and Climate Modeling, Radiative Transfer, Sea Ice, Soil and Land
Topics: climate, climate-change, land, land-surface-model, climate-model, fluid-dynamics-simulator, ocean-modelling, climate-modeling, dynamical-core, earth-system-model and 22 more

Dylan Beaudette dylan.beaudette@gmail.com

Sam Albers sam.albers@gmail.com

OST Projects: 6
Categories: Atmosphere, Climate Change, Hydrosphere, Natural Resources
Sub Categories: Climate Data Access and Visualization, Meteorological Observation and Forecast, Ocean and Hydrology Data Access, Water Supply, Water Supply and Quality
Topics: environment-canada, weather-data, weather-downloader, oceanic-nino, oceanography, hydrology, task-views, drake, reproducibility, ropensci and 22 more

Ludovico Bianchi lbianchi@lbl.gov

OST Projects: 6
Categories: Emissions, Energy Systems, Industrial Ecology, Natural Resources
Sub Categories: Carbon Capture, Circular Economy and Waste, Energy Distribution and Grids, Energy Modeling and Optimization, Energy System Modeling Frameworks, Grid Analysis and Planning, Water Supply, Water Supply and Quality
Topics: chemical-engineering, process-modeling, process-systems-engineering, foqus, process-models, solvent, windows-7, pse, idaes-pse, idaesplus and 1 more

Tim Sutton tim@kartoza.com

OST Projects: 6
Categories: Climate Change, Energy Systems, Natural Resources
Sub Categories: Energy Data Accessibility and Integration, Natural Hazard and Storm, Soil and Land
Topics: agriculture, geospatial-analysis, geospatial-data, geospatial-visualization, qgis, qgis-plugin, geonode, qgis-geonode, gender, labor and 21 more

Simon Byrne simonbyrne@gmail.com

OST Projects: 6
Categories: Atmosphere, Climate Change, Cryosphere, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Earth and Climate Modeling, Ocean Circulation Models, Ocean Models, Radiative Transfer, Sea Ice, Soil and Land
Topics: climate, data-assimilation, climate-change, ocean, buildkite, slurm, conformal-mapping, mpi, petsc, sparse-matrix and 60 more

andreia3aral andreia3aral@gmail.com

Gauri gauri.saran100@gmail.com

Dan Gunter dkgunter@lbl.gov

OST Projects: 6
Categories: Consumption, Energy Systems, Industrial Ecology, Natural Resources
Sub Categories: Buildings and Heating, Circular Economy and Waste, Energy Distribution and Grids, Energy Modeling and Optimization, Energy System Modeling Frameworks, Grid Analysis and Planning, Water Supply, Water Supply and Quality
Topics: chemical-engineering, process-modeling, process-systems-engineering, buildings, commercial, bioinformatics, workflow-management-system, pse, idaes-pse, idaesplus and 1 more

stephhazlitt stephanie.hazlitt@gov.bc.ca

OST Projects: 6
Categories: Biosphere, Emissions, Natural Resources
Sub Categories: Emission Observation and Modeling, Species Distribution Modeling, Water Supply, Water Supply and Quality
Topics: soe, climate, shinyapps, citz, flnr, spatial-data, wfs, wfs-urls, ecotoxicology, species-sensitivity-distribution and 1 more

prevosis aadilzbhatti@gmail.com

OST Projects: 6
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: aguaclara, water-treatment

Keith Beattie ksbeattie@lbl.gov

OST Projects: 6
Categories: Emissions, Energy Systems, Industrial Ecology, Natural Resources
Sub Categories: Carbon Capture, Circular Economy and Waste, Energy System Modeling Frameworks, Grid Analysis and Planning, Water Supply, Water Supply and Quality
Topics: foqus, superstructure-formulation, process-models, windows-7, cfd-models, solvent, bundle, sorbent, combustion-models, solid-sorbent and 8 more