Categories - Natural Resources

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Topics

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

Projects

flopy

A Python package to create, run, and post-process MODFLOW-based models.

modeling plotting python

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 21.8

openair

An R package developed for the purpose of analyzing air quality data — or more generally atmospheric composition data.

air-quality air-quality-data meteorology openair package r

Natural Resources - Air Quality - Last synced: 05 Jan 2026 - Ranking: 20.6

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: 06 Jan 2026 - Ranking: 20.0

Landlab

An open source Python package for numerical modeling of Earth surface dynamics.

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 19.9

dataRetrieval

This R package is designed to obtain USGS or EPA water quality sample data, streamflow data and metadata directly from web services.

r r-package rstats usgs

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 19.9

soilDB

Simplified Access to NCSS Soil Databases.

kssl nasis nrcs r soil soil-data-access soil-survey soilweb sql usda

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 19.5

AQP

Algorithms for Quantitative Pedology is a collection of code, ideas, documentation, and examples wrapped-up into several R packages.

digital-soil-mapping ncss-tech nrcs pedology pedometrics soil soil-survey usda

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 19.0

pySTEPS

An open-source and community-driven Python library for probabilistic precipitation nowcasting, i.e. short-term ensemble prediction systems.

advection ensemble-prediction forecast-verification hydrology nowcasting optical-flow precipitation rainfall rainfall-prediction stochastic-processes weather weather-radar

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 18.1

pyswmm

Python Wrapper for Stormwater Management Model.

hydraulic-modeling hydrology-stormwater-analysis python stormwater swmm swmm5

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 17.6

WaterTAP

Create an open-source water treatment model library that is compatible with the IDAES Platform.

idaes-pse idaesplus watertap

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 17.6

dataretrieval-python

A Python alternative to USGS-R's dataRetrieval package for obtaining USGS or EPA water quality data, streamflow data, and metadata directly from web services.

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 17.3

SITS

Enables users to apply machine learning techniques for classifying image time series obtained from earth observation data cubes.

big-earth-data cbers earth-observation eo-datacubes geospatial image-time-series land-cover-classification landsat planetary-computer r-spatial remote-sensing rspatial satellite-image-time-series satellite-imagery sentinel-2 stac-api stac-catalog

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 17.1

SPEI

Computing the Standardized Precipitation-Evapotranspiration Index and other reference evapotranspiration.

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 16.9

landscapemetrics

Landscape Metrics for Categorical Map Patterns in R.

landscape-ecology landscape-metrics r raster spatial

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 16.8

Pywr

Simulates customisable water allocation and operation rules throughout complex multi-purpose managed water systems at each user-defined time-step.

hydrology water-resources

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 16.6

fasstr

An R package to analyze, summarize, and visualize daily streamflow data.

bcgov for frequency-analysis hydat hydrology r streamflow summary-statistics trends water

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 16.2

Ribasim

A water resources model, designed to be the replacement of the regional surface water modules Mozart and SIMRES in the Netherlands Hydrological Instrument.

hydrology julia water-management water-resources

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 15.7

sharpshootR

Miscellaneous soil data management, summary, visualization, and conversion utilities to support soil survey.

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 15.7

pytesmo

Python Toolbox for the Evaluation of Soil Moisture Observations.

climers earth-science geo python remote-sensing soil-moisture validation

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 15.5

soiltexture

A toolbox for plotting, classifying and transforming soil texture data like clay, silt and sand contents.

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 15.0

LWFBrook90R

Simulates daily transpiration, interception, soil and snow evaporation, streamflow and soil water fluxes through a soil profile covered with vegetation.

evapotranspiration modeling r-package waterbalance waterflux

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 14.8

nhdplusTools

This package is a growing set of tools for manipulation of hydrographic data using the NHDPlus data model.

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 14.7

pygef

Simple parser for soil properties measurements.

gef geotechnical-engineering pygef python

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 14.5

ismn

Readers for the data from the International Soil Moisture Database.

climers frm4sm geo in-situ ismn qa4sm remote-sensing soil-moisture

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 14.2

GeoTessera

A foundation model that can process time-series satellite imagery for applications such as land classification and canopy height prediction.

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 14.2

AquaBEHER

Estimation and Prediction of Wet Season Calendar and Soil Water Balance for Agriculture.

growing-season seasonal-calendar soil-moisture soil-water-balance

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 13.9

PyLandStats

An open-source Pythonic library to compute landscape metrics.

land-change-analysis landscape-ecology landscape-metrics python raster

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 13.8

RTC-Tools

A toolbox for control and optimization of water systems.

goal programming hydraulics mathematical programming model predictive control modelica multi-objective optimization optimization reservoir management stochastic optimization water resource management

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 13.6

pyTSEB

Contains Python code for Two Source Energy Balance models (Priestley-Taylor TSEB-PT, Dual Time Difference DTD and TSEB with component soil and canopy temperatures TSEB-2T) for estimating sensible and latent heat flux based on measurements of radiometric surface temperature.

canopy evapotranspiration heat radiometric-temperatures satellite-imagery soil source-energy-balance

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 13.5

Stormwater-Management-Model

Used for single event or long-term (continuous) simulation of runoff quantity and quality from primarily urban areas.

c ord simulation stormwater

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 13.5

pydov

Aggregates data about soil, subsoil and groundwater of Flanders and makes them publicly available.

data-access lifewatch oscibio package python water

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 13.5

httk

An open source R package from US EPA for high throughput toxicokinetics and reverse dosimetry, enabling chemical exposure and risk prediction for environmental health applications.

comptox ord

Natural Resources - Ecotoxicology - Last synced: 06 Jan 2026 - Ranking: 13.5

SWMManywhere

A tool to synthesise urban drainage network models using publicly available data such as street network, DEM, and building footprints, across the globe.

hacktoberfest hydraulic-modelling hydrology-stormwater-analysis python stormwater swmm swmm5 swmmanywhere

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 13.3

HydroFunctions

A suite of convenience functions for working with hydrology data in an interactive Python session.

hydrology scientific-visualization water

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 12.9

EPyT

A Common programming framework for research and development in the growing field of smart water networks.

epanet epanet-matlab-toolkit epanet-python-toolkit network python simulation water

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 12.8

aguaclara

A Python package for designing and performing research on AguaClara water treatment plants.

aguaclara python water-treatment

Natural Resources - Water Supply and Quality - Last synced: 05 Jan 2026 - Ranking: 12.7

ClimaLand.jl

Create and run land models in integrated or standalone modes.

climate gpu julia land land-surface-model

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 12.7

Ozone3

An open-source package to easily obtain real-time, historical, or forecasted air quality data for anywhere in the world.

air-quality air-quality-api air-quality-data air-quality-index api api-wrapper aqi aqi-readings open-source python python-package python3 python3-package waqi

Natural Resources - Air Quality - Last synced: 06 Jan 2026 - Ranking: 12.4

smapr

An R package for acquisition and processing of NASA (Soil Moisture Active-Passive) SMAP data.

acquisition extract-data nasa peer-reviewed r r-package raster rstats smap-data soil-mapping soil-moisture soil-moisture-sensor

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 12.2

ILAMB

Python software used in the International Land Model Benchmarking project.

benchmarking earth-system-model model python3

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 12.2

EPyT-Flow

Provides easy access to water distribution network simulations with a high level interface for generation of hydraulic and water quality scenario data.

epanet epanet-python-toolkit hydraulics python simulation water water-distribution-networks

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 11.9

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: 06 Jan 2026 - Ranking: 11.5

toxpiR

R package for the Toxicological Priority Index (ToxPi) prioritization algorithm.

data-science modeling r r-package toxicology

Natural Resources - Ecotoxicology - Last synced: 06 Jan 2026 - Ranking: 11.5

rmweather

An R package to conduct meteorological/weather normalisation on air quality so trends and interventions can be investigated in a robust way.

Natural Resources - Air Quality - Last synced: 06 Jan 2026 - Ranking: 11.0

meteoland

Functions to estimate weather variables at any position of a landscape.

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 10.8

nhdR

An R interface to the US National Hydrography Dataset.

cran geospatial national-hydrography-dataset nhd rstats water-quality water-resources

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 10.8

WhiteboxTools

WhiteboxTools is an advanced geospatial data analysis platform.

geomorphology geomorphometry geoprocessing geospatial gis hydrology remote-sensing

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 10.8

RAQSAPI

Retrieve data from the United States Environmental Protection Agency's Air Quality Systems.

airmonitoring aqs datamart environmental-data-retrieval environmental-monitoring r03 rpackage rprogramming usepa

Natural Resources - Air Quality - Last synced: 06 Jan 2026 - Ranking: 10.7

waterquality

A package designed to detect and quantify water quality and cyanobacterial harmful algal bloom (CHABs) from remotely sensed imagery.

algal-bloom algorithms landsat-8 meris modis olci remote-sensing sentinel-2 water-quality

Natural Resources - Water Supply and Quality - Last synced: 05 Jan 2026 - Ranking: 10.7

OpenLand

Tool for Quantitative Analysis and Visualization of Land Use and Land Cover Change.

geography geospatial intensity-analysis land-use-and-land-cover-change luc-maps lulc plot r rasters

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 10.6

pysheds

Simple and fast watershed delineation in Python.

accumulation catchments digital-elevation-model flow-direction gis hydrology

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 10.5

rsi

Code for Retriving STAC Information, addressing Repeated Spatial Infelicities and interfacing with Rsome Spectral Indices.

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 10.5

Health Assessment Workspace Collaborative

A website designed to capture key data and analyses performed in conducting human-health assessment of chemicals and other environmental exposures.

django human-health-assessment python risk-assessment toxicology

Natural Resources - Ecotoxicology - Last synced: 06 Jan 2026 - Ranking: 10.4

RAT

Uses satellite remote sensing data to monitor water surface area and water level changes in artificial reservoirs.

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 10.4

pycoal

A Python toolkit for characterizing Coal and Open-pit surface mining impacts on American Lands.

classification classification-algorithm coal hyperspectral-image-classification open-surface-mining python surface-mining-activities

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 10.2

GeoTox

Characterizing the risk of perturbing molecular targets involved in adverse human health outcomes based on exposure to spatially-referenced stressor mixtures.

Natural Resources - Ecotoxicology - Last synced: 06 Jan 2026 - Ranking: 10.2

CMAQ

Code base for the U.S. EPA's Community Multiscale Air Quality Model.

ord

Natural Resources - Air Quality - Last synced: 06 Jan 2026 - Ranking: 10.2

saqgetr

Import Air Quality Monitoring Data in a Fast and Easy Way.

Natural Resources - Air Quality - Last synced: 06 Jan 2026 - Ranking: 10.1

OpenET

Provides Google Earth Engine Python API based implementation of the SSEBop ET model used within OpenET.

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 10.0

pystorms

Simulation Sandbox for the Design and Evaluation of Stormwater Control Algorithms.

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 9.9

ESAT

An open-source software package that provides API and CLI functionality to create source apportionment workflows specifically targeting environmental datasets.

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 9.7

pyGSFLOW

A set of Python modules to run the GSFLOW integrated hydrologic model program.

groundwater groundwater-modelling gsflow integrated-modelling modflow prms pygsflow python surface-water usgs

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 9.6

Model My Watershed

A watershed-modeling web app for citizens, conservation practitioners, municipal decision-makers, educators, and students.

civic-apps-team hydrology stormwater watersheds

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 9.6

AirBase

An easy downloader for air quality data provided by the European Environment Agency.

air-quality airbase data python

Natural Resources - Air Quality - Last synced: 06 Jan 2026 - Ranking: 9.6

globsim

Using global reanalyses for permafrost simulation.

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 9.6

AirMonitor

Utilities for working with hourly air quality monitoring data with a focus on small particulates PM2.5.

Natural Resources - Air Quality - Last synced: 06 Jan 2026 - Ranking: 9.5

Next Gen Water Modeling Framework

This framework includes an encapsulation strategy which focuses on the hydrologic data first, and then builds a functional abstraction of hydrologic behavior.

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 9.3

envalysis

An R package containing miscellaneous functions for data analysis in environmental chemistry and ecotoxicolog.

analytics chemistry ecotoxicology environment soil

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 9.3

pipedream

Interactive hydrodynamic solver for sewer/stormwater networks.

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 9.2

PCRaster

A collection of tools and software libraries tailored to the construction of spatio-temporal environmental models.

cpp earth-science hydrology modflow python simulation spatio-temporal-modeling

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 9.2

PyLUSAT

Intends to provide users with tools that can be used to conduct land-use suitability analysis.

gis land-use suitability-analysis

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 9.1

wlts.py

Produce information on land use and coverage used by the Brazilian Government to make public policy decisions.

earth-observation earth-science geoscience geospatial gis python trajectory wlts

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 9.1

Safecast

Building out a network of sensors to monitor particulate matter in sizes PM1.0, PM2.5, PM10.

Natural Resources - Air Quality - Last synced: 06 Jan 2026 - Ranking: 8.9

AWSM

Automated Water Supply Model was developed at the USDA Agricultural Research Service.

awsm forecast hydrology modeling snow water watershed

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 8.8

mosartwmpy

A Python translation of MOSART-WM, a model for water routing and reservoir management written in Fortran.

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 8.8

OpenAQ Data Ingest Pipeline

A tool to collect data for OpenAQ platform.

air-quality

Natural Resources - Air Quality - Last synced: 06 Jan 2026 - Ranking: 8.8

AirQo

Develop hardware and software tools to help deliver Clean Air for All African Cities.

hacktoberfest hacktoberfest2024

Natural Resources - Air Quality - Last synced: 06 Jan 2026 - Ranking: 8.6

inmap

A multi-scale emissions-to-health impact model for fine particulate matter (PM2.5) that mechanistically evaluates air quality and health benefits of perturbations to baseline emissions.

Natural Resources - Air Quality - Last synced: 06 Jan 2026 - Ranking: 8.6

PEST++

Software suite aimed at supporting complex numerical models in the context of decision support, with a focus on supporting environmental models like groundwater or surface water.

ensemble-methods ensembles global-sensitivity-analysis non-intrusive optimization optimization-tools parallel-computing parameter-estimation sensitivity-analysis uncertainty-quantification

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 8.5

AirCasting

The project aims to build a platform for gathering, visualization and sharing of environmental data.

Natural Resources - Air Quality - Last synced: 06 Jan 2026 - Ranking: 8.3

TADA

Help developers compile and evaluate water quality data for samples collected from surface water monitoring sites on streams and lakes.

ow

Natural Resources - Water Supply and Quality - Last synced: 05 Jan 2026 - Ranking: 8.2

One4All

R package for data validation and visualization with a focus on microplastic data.

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 8.2

West Oakland Air Quality Project

A platform for impacted communities to understand their local air quality and advocate for environmental justice.

air-pollution air-quality code-for-america environmental-justice openoakland west-oakland

Natural Resources - Air Quality - Last synced: 06 Jan 2026 - Ranking: 8.1

PooPyLab_Project

A biological wastewater treatment software.

environmental-engineering process-flow-diagram python simulation wastewater

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 8.1

PyPES

A class hierarchy designed to represent configurations of process engineering systems, such as wastewater treatment or desalination plants.

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 7.9

Sensor.Community

Making the world a better place through community driven, open environmental data.

javascript sapper sensor-community svelte

Natural Resources - Air Quality - Last synced: 06 Jan 2026 - Ranking: 7.6

rivamap

An Automated River Analysis and Mapping Engine.

automated-river-analysis mapping river river-networks

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 7.5

Terraso

Develop an open source technology platform to help local community leaders practice Integrated Landscape Management.

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 7.4

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: 06 Jan 2026 - Ranking: 7.3

SoilGrids250m

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

Natural Resources - Soil and Land - Last synced: 06 Jan 2026 - Ranking: 7.3

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: 06 Jan 2026 - Ranking: 7.2

The Safe Water Project

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: 06 Jan 2026 - Ranking: 7.2

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: 06 Jan 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: 06 Jan 2026 - Ranking: 7.1

wqtrends

R package to assess water quality trends with generalized additive models.

package reporting san-francisco-bay time-series-analysis water-quality

Natural Resources - Water Supply and Quality - Last synced: 06 Jan 2026 - Ranking: 7.1

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: 06 Jan 2026 - Ranking: 7.0

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: 06 Jan 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: 06 Jan 2026 - Ranking: 6.9

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: 06 Jan 2026 - Ranking: 6.6

Contributors

Maëlle Salmon maelle.salmon@yahoo.se

OST Projects: 76
Categories: Atmosphere, Biosphere, Climate Change, Consumption, Energy Systems, Hydrosphere, Natural Resources, Renewable Energy, Sustainable Development
Sub Categories: Air Quality, Avian Monitoring and Analysis, Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Climate Data Access and Visualization, Climate Data Processing and Analysis, Energy System Data Access, Environmental Satellites, Forest Modeling and Analysis, Forest Observation and Management, Marine Life and Fishery, Meteorological Observation and Forecast, Mobility and Transportation, Ocean and Hydrology Data Access, Photovoltaics and Solar Energy, Plants and Vegetation, Soil and Land, Water Supply, Wind Energy
Topics: cycle, cycling, desire-lines, origin-destination, pubic-transport, route-network, routes, routing, transport-planning, transportation and 72 more

Jeroen Ooms jeroenooms@gmail.com

OST Projects: 34
Categories: Atmosphere, Biosphere, Climate Change, Consumption, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Air Quality, Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Biomass, Climate Data Access and Visualization, Climate Data Processing and Analysis, Data Catalogs and Interfaces, Environmental Satellites, Freshwater and Hydrology, Marine Life and Fishery, Meteorological Observation and Forecast, Mobility and Transportation, Natural Hazard and Storm, Ocean and Hydrology Data Access, Plants and Vegetation, Soil and Land, Terrestrial Wildlife, Water Supply, Water Supply and Quality
Topics: cycle, cycling, desire-lines, origin-destination, pubic-transport, route-network, routes, routing, transport-planning, transportation and 76 more

Karthik Ram karthik.ram@gmail.com

OST Projects: 33
Categories: Atmosphere, Biosphere, Climate Change, Consumption, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Air Quality, Biodiversity Data Access and Management, Biodiversity and Species Distribution, Climate Data Access and Visualization, Climate Data Processing and Analysis, Data Catalogs and Interfaces, Education, Marine Life and Fishery, Meteorological Observation and Forecast, Mobility and Transportation, Natural Hazard and Storm, Ocean and Hydrology Data Access
Topics: cycle, cycling, desire-lines, origin-destination, pubic-transport, route-network, routes, routing, transport-planning, transportation and 77 more

Scott Chamberlain myrmecocystus@gmail.com

OST Projects: 30
Categories: Biosphere, Climate Change, Consumption, Natural Resources, Sustainable Development
Sub Categories: Air Quality, Biodiversity Data Access and Management, Biodiversity and Species Distribution, Climate Data Access and Visualization, Climate Data Processing and Analysis, Data Catalogs and Interfaces, Marine Life and Fishery, Mobility and Transportation, Plants and Vegetation, Water Supply, Water Supply and Quality
Topics: cycle, cycling, desire-lines, origin-destination, pubic-transport, route-network, routes, routing, transport-planning, transportation and 74 more

Rekyt matthias.grenie@ens-lyon.fr

OST Projects: 25
Categories: Biosphere, Natural Resources, Sustainable Development
Sub Categories: Biodiversity Analysis and Metrics, Biodiversity Data Access and Management, Biodiversity and Species Distribution, Education, Plants and Vegetation, Soil and Land, Species Distribution Modeling
Topics: biodiversity, biology, darwincore, nomenclature, taxize, taxonomy, landscape-ecology, landscape-metrics, bien, botanical and 68 more

Emmanuel Ferdman emmanuelferdman@gmail.com

OST Projects: 21
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 and 40 more

rwashing523 washington.reggie@epa.gov

OST Projects: 19
Categories: Emissions, Industrial Ecology, Natural Resources
Sub Categories: Ecotoxicology, Emission Observation and Modeling, Life Cycle Assessment
Topics: ord, oar, drupal, oms, olem, comptox, supplemental-data, ghg, methane

Joseph H Kennedy me@jhkennedy.org

OST Projects: 19
Categories: Climate Change, Cryosphere, Natural Resources, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Earth and Climate Modeling, Environmental Satellites, Glacier and Ice Sheets, Sea Ice, Soil and Land
Topics: glacier, glacier-dynamics, glacier-flow, glaciers, its-live, itslive, benchmarking, earth-system-model, access, climate-data and 31 more

Laura DeCicco ldecicco@usgs.gov

OST Projects: 19
Categories: Natural Resources, Sustainable Development
Sub Categories: Education, Water Supply, Water Supply and Quality
Topics: ow, usgs, water-quality, water-quality-data, groundwater, groundwater-level, unconf, unconf17, geo-data-portal, grid-data and 5 more

jsta stachel2@msu.edu

OST Projects: 16
Categories: Biosphere, Climate Change, Consumption, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Agriculture and Nutrition, Biodiversity and Species Distribution, Climate Data Access and Visualization, Conservation and Restoration, Data Catalogs and Interfaces, Ecological and Environmental Modeling, Education, Freshwater and Hydrology, Soil and Land, Water Supply, Water Supply and Quality
Topics: landscape-ecology, landscape-metrics, climate, noaa, noaa-data, habitat-connectivity, landscape-connectivity, spatial-graphs, usgs, biodiversity and 57 more

Navid C. Constantinou navidcy@users.noreply.github.com

OST Projects: 16
Categories: Atmosphere, Climate Change, Cryosphere, Emissions, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Carbon Capture, Climate Data Processing and Analysis, Climate Data Standards, Ocean Models, Radiative Transfer, Sea Ice, Soil and Land, Waves and Currents
Topics: climate-model, finite-volume, gridded-data, climate-analysis, climate-science, ocean-modelling, sea-ice, climate, land, land-surface-model and 30 more

Mike Mahoney mike.mahoney.218@gmail.com

OST Projects: 16
Categories: Biosphere, Natural Resources, Sustainable Development
Sub Categories: Bioacoustics and Acoustic Data Analysis, Biodiversity and Species Distribution, Education, Soil and Land
Topics: acoustic-signals, animal, behavior, bioacoustics, carpentries, data-carpentry, data-wrangling, ecology, english, lesson and 66 more

Lanini JLanini@usbr.gov

OST Projects: 15
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: hydrology, statistical-models

jrocha jrocha@usbr.gov

OST Projects: 15
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: hydrology, statistical-models, asterisk, calculations, pisces, postgresql-database, series-database, timeseries-database, desktop-application, hydrologic-database and 12 more

Bousquin Bousquin.Justin@epa.gov

OST Projects: 15
Categories: Industrial Ecology, Natural Resources
Sub Categories: Life Cycle Assessment, Water Supply, Water Supply and Quality
Topics: ow, ord, restoration, water-quality

kevinfol kfoley@usbr.gov

OST Projects: 15
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: hydrology, statistical-models

dloney dloney@usbr.gov

OST Projects: 15
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: hydrology, statistical-models

Insang Song insang.song@nih.gov

OST Projects: 15
Categories: Climate Change, Natural Resources
Sub Categories: Air Quality, Climate Data Access and Visualization, Climate Data Processing and Analysis
Topics:

Insang Song sigmafelix@hotmail.com

OST Projects: 15
Categories: Climate Change, Natural Resources
Sub Categories: Air Quality, Climate Data Access and Visualization, Climate Data Processing and Analysis
Topics: mental-illness, mortality, r-inla, spatiotemporal-data-analysis

hillarymarler Marler.Hillary@epa.gov

OST Projects: 14
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: ow

Renae Myers renaemyers@gmail.com

OST Projects: 14
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: ow

Renae Myers renae.myers@erg.com

OST Projects: 14
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: ow

kathryn-willi kathryn.willi@colostate.edu

OST Projects: 14
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: ow

Katie Healy healy.kathleen@epa.gov

OST Projects: 14
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: ow

Greif Greif.Jacob@epa.gov

OST Projects: 14
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: ow

jesseboormanpadgett boorman-padgett.jesse@epa.gov

OST Projects: 14
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: ow

Mike Taves mwtoews@gmail.com

OST Projects: 14
Categories: Climate Change, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Education, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: grib, meteorology, earth-science, groundwater, modflow, hydrology, surface-water, netcdf4, geometry, gdal and 52 more

mthawley thawley.michelle@epa.gov

OST Projects: 14
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: ow

Cristina Mullin mullin.cristina@epa.gov

OST Projects: 14
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics: ow, ord

Darío Hereñú magallania@gmail.com

OST Projects: 14
Categories: Biosphere, Climate Change, Consumption, Emissions, Energy Systems, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Agriculture and Nutrition, Biodiversity and Species Distribution, Carbon Intensity and Accounting, Climate Data Access and Visualization, Coastal and Reefs, Education, Energy Modeling and Optimization, Energy System Modeling Frameworks, Forest Modeling and Analysis, Forest Observation and Management, Soil and Land, Species Distribution Modeling, Terrestrial Animals, Terrestrial Wildlife
Topics: cds, climate-data, copernicus, ecmwf-api, ecmwf-services, nasis, nrcs, soil, soil-survey, usda and 51 more

Joseph Stachelek jsta@users.noreply.github.com

OST Projects: 13
Categories: Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Education, Freshwater and Hydrology, Soil and Land, Water Supply and Quality
Topics: memoise, benchmarking, earth-system-model, national-hydrography-dataset, nhd, water-quality, water-resources, usgs, carpentries, data-carpentry and 6 more

Martijn Visser mgvisser@gmail.com

OST Projects: 13
Categories: Climate Change, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Climate Data Standards, Curated Lists, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: earth-science, groundwater, modflow, hydrologists, hydrology, water-resources, hydrological-modelling, wflow, MODFLOW, imod and 64 more

Kristen Thyng kthyng@gmail.com

OST Projects: 12
Categories: Biosphere, Climate Change, Hydrosphere, Natural Resources, Renewable Energy
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Forest Observation and Management, Forest Remote Sensing, Natural Hazard and Storm, Ocean Circulation Models, Ocean Models, Ocean and Hydrology Data Access, Soil and Land, Waves and Currents, Wind Energy
Topics: tree-canopy, tree-detection, tree-pixels, ocean, ocean-modelling, trajectory, cf-conventions, cyclones-behaviour, tropical-storms, coops and 65 more

Claudia Vitolo claudia.vitolo@gmail.com

OST Projects: 12
Categories: Biosphere, Hydrosphere, Natural Resources
Sub Categories: Air Quality, Ocean and Hydrology Data Access, Wildfire
Topics: calibration, geospatial-data, natural-hazard, verification, wildfire, air-quality, air-quality-data, meteorology, openair, air-pollution and 17 more

Daniel S. Katz d.katz@ieee.org

OST Projects: 12
Categories: Biosphere, Climate Change, Energy Storage, Energy Systems, Natural Resources, Renewable Energy
Sub Categories: Battery, Biodiversity and Species Distribution, Climate Data Processing and Analysis, Conservation and Restoration, Earth and Climate Modeling, Energy Distribution and Grids, Energy Modeling and Optimization, Energy System Modeling Frameworks, Grid Analysis and Planning, Grid Management and Microgrid, Photovoltaics and Solar Energy, Species Distribution Modeling, Water Supply, Water Supply and Quality
Topics: biodiversity-scenario, co2-emissions, deforestation, deforestation-risk, forest-cover-change, ipbes, ipcc, land-use-change, protected-areas, redd and 62 more

Katrin Leinweber kalei@posteo.de

OST Projects: 11
Categories: Biosphere, Climate Change, Energy Systems, Hydrosphere, Natural Resources, Renewable Energy, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Bioenergy, Earth and Climate Modeling, Ecological and Environmental Modeling, Education, Energy Modeling and Optimization, Energy System Modeling Frameworks, Freshwater and Hydrology, Ocean Carbon and Temperature, Water Supply, Water Supply and Quality
Topics: biodiversity, biology, darwincore, nomenclature, taxize, taxonomy, cyberinfrastructure, data-assimilation, ecosystem-model, ecosystem-science and 58 more

Aimee Barciauskas aimee@developmentseed.org

OST Projects: 10
Categories: Biosphere, Climate Change, Natural Resources, Sustainable Development
Sub Categories: Air Quality, Biomass, Climate Data Standards, Data Catalogs and Interfaces, Earth and Climate Modeling, Education
Topics: air-quality, access, climate-data, cloud-computing, cmr, nasa-api, open-science, openscience, pangeo, cumulus and 41 more

Clément Prod'homme contact@clementprodhomme.fr

OST Projects: 10
Categories: Biosphere, Consumption, Natural Resources, Sustainable Development
Sub Categories: Agriculture and Nutrition, Conservation and Restoration, Data Catalogs and Interfaces, Forest Observation and Management, Knowledge Platforms, Soil and Land
Topics: climate-change, food-security, soils, soils-revealed, water-quality, chart, resourcewatch, vega, africa, covid-19 and 14 more

James McCreight jamesmcc@ucar.edu

OST Projects: 10
Categories: Climate Change, Hydrosphere, Natural Resources
Sub Categories: Climate Data Standards, Freshwater and Hydrology, Ocean Circulation Models, Ocean Models, Water Supply, Water Supply and Quality
Topics: hydrology, water, earth-science, groundwater, modflow, hydrologic-modeling, wrf-hydro, modflow6, prms, surfacehydrology and 5 more

luzpaz luzpaz@users.noreply.github.com

OST Projects: 9
Categories: Climate Change, Cryosphere, Energy Systems, Natural Resources, Renewable Energy, Sustainable Development
Sub Categories: Building Energy Monitoring, Climate Data Standards, Data Catalogs and Interfaces, Energy System Modeling Frameworks, Glacier and Ice Sheets, Hydro Energy, Photovoltaics and Solar Energy, Water Supply and Quality
Topics: lift, lifting-line-theory, numerics, panel-analysis, potential-flow, sqlalchemy, zip, geomorphology, geomorphometry, geoprocessing and 31 more

stijnvanhoey stijnvanhoey@gmail.com

OST Projects: 9
Categories: Biosphere, Climate Change, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Avian Monitoring and Analysis, Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Climate Data Standards, Education, Freshwater and Hydrology, Marine Life and Fishery, Soil and Land, Terrestrial Animals
Topics: aeroecology, enram, eumetnet-opera, lifewatch, movement-ecology, nexrad, oscibio, radar, weather-radar, wsr-88d and 49 more

akrherz akrherz@iastate.edu

OST Projects: 9
Categories: Atmosphere, Natural Resources, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Data Catalogs and Interfaces, Meteorological Observation and Forecast, Soil and Land
Topics: thredds, thredds-catalogs, unidata, gempak, goes, goes16, goes17, grib, gridded-data, meteorology and 54 more

Peter Desmet peter.desmet.work@gmail.com

OST Projects: 9
Categories: Biosphere, Hydrosphere, Natural Resources
Sub Categories: Avian Monitoring and Analysis, Biodiversity Citizen Science, Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Freshwater and Hydrology, Marine Life and Fishery, Soil and Land
Topics: biodiversity, gbif, lifewatch, oscibio, species, spocc, data-access, water, biodiversity-informatics, biodiversity-standards and 64 more

Michael Sumner mdsumner@gmail.com

OST Projects: 9
Categories: Biosphere, Climate Change, Cryosphere, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Climate Data Standards, Education, Environmental Satellites, Ocean and Hydrology Data Access, Sea Ice, Soil and Land
Topics: biodiversity, gbif, lifewatch, oscibio, species, spocc, big-earth-data, cbers, earth-observation, eo-datacubes and 61 more

David Blodgett dblodgett@usgs.gov

OST Projects: 9
Categories: Climate Change, Hydrosphere, Natural Resources
Sub Categories: Climate Data Standards, Freshwater and Hydrology, Ocean and Hydrology Data Access, Water Supply, Water Supply and Quality
Topics: usgs, hydrology, modflow, modflow6, prms, surfacehydrology, swb, water, aoi, climate and 30 more

JayH jayaram.hariharan@utexas.edu

OST Projects: 9
Categories: Climate Change, Energy Systems, Hydrosphere, Natural Resources
Sub Categories: Climate Data Processing and Analysis, Energy Data Accessibility and Integration, Freshwater and Hydrology, Natural Hazard and Storm, Soil and Land, Water Supply, Water Supply and Quality, Waves and Currents
Topics: automated-river-analysis, river, river-networks, hydrodynamic-modeling, lagrangian, numerical-modeling, numerical-modelling, particle, particle-routing, particle-tracing and 43 more

Andy Teucher andy.teucher@gmail.com

OST Projects: 9
Categories: Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Education, Ocean and Hydrology Data Access, Water Supply and Quality
Topics: citz, government-data, hydrology, hydrometrics, tidy-data, water-resources, bbox, crs, geobuf, geojson and 45 more

Ben Bond-Lamberty bondlamberty@pnnl.gov

OST Projects: 8
Categories: Biosphere, Climate Change, Natural Resources
Sub Categories: Biodiversity and Species Distribution, Biomass, Earth and Climate Modeling, Ecological and Environmental Modeling, Forest Observation and Management, Integrated Assessment and Climate Policy, Soil and Land
Topics: cyberinfrastructure, data-assimilation, ecosystem-model, ecosystem-science, meta-analysis, national-science-foundation, pecan, plants, carbon-cycle, global-database and 40 more

Charles Kawczynski kawczynski.charles@gmail.com

OST Projects: 8
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, canopy, fluorescence, land-surface-model, sif, soil-plant-atmosphere, climate-change, ocean, climate-and-forecast-conventions and 37 more

jn tupiszakaczki@gmail.com

OST Projects: 8
Categories: Atmosphere, Biosphere, Consumption, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Education, Forest Observation and Management, Forest Remote Sensing, Freshwater and Hydrology, Meteorological Observation and Forecast, Mobility and Transportation, Soil and Land, Water Supply, Water Supply and Quality
Topics: cycle, cycling, desire-lines, origin-destination, pubic-transport, route-network, routes, routing, transport-planning, transportation and 64 more

Stefanie LaZerte steffi@steffi.ca

OST Projects: 8
Categories: Atmosphere, Biosphere, Climate Change, Natural Resources
Sub Categories: Avian Monitoring and Analysis, Climate Data Processing and Analysis, Meteorological Observation and Forecast, Soil and Land, Water Supply, Water Supply and Quality
Topics: environment-canada, weather-data, weather-downloader, soe, bcgov, for, hydrology, streamflow, summary-statistics, elevation and 19 more

Julia Signell jsignell@gmail.com

OST Projects: 8
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Meteorological Observation and Forecast, Soil and Land
Topics: cf-conventions, closember, pyart, radar-processing, weather-radars, geographic-data, rendering, volume, geospatial-analysis, geospatial-data and 51 more

Huite huitebootsma@gmail.com

OST Projects: 8
Categories: Climate Change, Hydrosphere, Natural Resources
Sub Categories: Climate Data Standards, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: earth-science, groundwater, modflow, hydrology, water-resources, hydrological-modelling, wflow, MODFLOW, imod, bvh and 6 more

Romain Beucher romain.beucher@anu.edu.au

OST Projects: 8
Categories: Climate Change, Cryosphere, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Data Catalogs and Interfaces, Earth and Climate Modeling, Freshwater and Hydrology, Sea Ice, Soil and Land
Topics: basin-evolution, climate, geomorphology, landscape-dynamics, marine, sedimentology, stratigraphy, benchmarking, earth-system-model, dap and 30 more

hadley h.wickham@gmail.com

OST Projects: 8
Categories: Atmosphere, Biosphere, Natural Resources, Sustainable Development
Sub Categories: Air Quality, Avian Monitoring and Analysis, Ecological and Environmental Modeling, Forest Modeling and Analysis, Forest Observation and Management, Meteorological Observation and Forecast, Species Distribution Modeling, Sustainable Investment, Terrestrial Animals, Water Supply and Quality
Topics: global, met-data, abundance, demography, dynamic, dynamics, ecology, fgeo, forestgeo, forests and 68 more

Joseph Hughes jdhughes@usgs.gov

OST Projects: 8
Categories: Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Education, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: hydrology, water, earth-science, groundwater, modflow, modflow6, prms, surfacehydrology, swb, hydrology-modeling and 8 more

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

jack-davison davison.jack.jd@gmail.com

OST Projects: 7
Categories: Natural Resources
Sub Categories: Air Quality
Topics: air-quality, air-quality-data, meteorology, openair, airquality, rpackage, quarto, lorem-ipsum

María Luena Rodríguez maluenarod@gmail.com

OST Projects: 7
Categories: Biosphere, Consumption, Natural Resources, Sustainable Development
Sub Categories: Agriculture and Nutrition, Conservation and Restoration, Data Catalogs and Interfaces, Forest Observation and Management, Knowledge Platforms, Soil and Land
Topics: climate-change, food-security, soils, soils-revealed, water-quality, wri-api, deforestation, forest-monitoring, redux, climate and 3 more

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

ccoffrin carleton@coffrin.com

OST Projects: 7
Categories: Energy Storage, Energy Systems, Natural Resources
Sub Categories: Energy Distribution and Grids, Energy Modeling and Optimization, Energy System Modeling Frameworks, Grid Analysis and Planning, Grid Management and Microgrid, Hydrogen, Water Supply, Water Supply and Quality
Topics: optimal-power-flow, power-network, water, powersystems, simulations, benchmarking, nonlinear-optimization, power-systems, distribution, optimizer and 24 more

Mike Fienen mnfienen@usgs.gov

OST Projects: 7
Categories: Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Education, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: hydrology, modflow, modflow6, prms, surfacehydrology, swb, water, ensemble-methods, ensembles, global-sensitivity-analysis and 3 more

Anna Jaruga ajaruga@caltech.edu

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: atmospheric-modelling, atmospheric-physics, nvrtc, physics-simulation, pint, thrust, climate, data-assimilation, aerosol-microphysics, aerosol-science and 9 more

David Huard david.huard@gmail.com

OST Projects: 7
Categories: Climate Change, Hydrosphere, Natural Resources
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: climate, climate-datasets, grid, mpi, mpi4py, shapefiles, thredds, accumulation, catchments, digital-elevation-model and 27 more

Tiago Garcia tiagojsag@gmail.com

OST Projects: 7
Categories: Biosphere, Consumption, Industrial Ecology, Natural Resources, Sustainable Development
Sub Categories: Agriculture and Nutrition, Data Catalogs and Interfaces, Forest Observation and Management, Knowledge Platforms, Life Cycle Assessment, Soil and Land
Topics: climate-change, food-security, soils, soils-revealed, water-quality, bigdata, conservation, resilience, sustainability, wri-api and 12 more

cherylisabella cheryl.isabella@gmail.com

OST Projects: 7
Categories: Natural Resources
Sub Categories: Air Quality
Topics: air-pollution, air-pollution-levels, air-quality, defra

davidcarslaw david.carslaw@york.ac.uk

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

Langevin, Christian D langevin@usgs.gov

OST Projects: 7
Categories: Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Education, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: earth-science, groundwater, modflow, hydrology, modflow6, prms, surfacehydrology, swb, water, groundwater-modelling and 2 more

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

wpbonelli wbonelli@ucar.edu

OST Projects: 6
Categories: Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Education, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: earth-science, groundwater, modflow, fortran-compiler, intel-fortran, developer-tools, hydrology, modflow6, prms, surfacehydrology and 2 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

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

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

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

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

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

cheginit taher.chegini@gmail.com

OST Projects: 6
Categories: Climate Change, Hydrosphere, Natural Resources
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Ocean and Hydrology Data Access, Water Supply, Water Supply and Quality
Topics: climate, daymet, hydrology, pangeo, verification, coops, currents, metocean, noaa, sensors-data and 60 more

Nels J. Frazier nels.frazier@noaa.gov

OST Projects: 6
Categories: Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Freshwater and Hydrology, Knowledge Platforms, Soil and Land, Water Supply, Water Supply and Quality
Topics: bmi, csdms, hydrology, earth-science, hydrologic-modeling, wrf-hydro, noaa, observations, verification

Katherine Barnhart krbarnhart@usgs.gov

OST Projects: 6
Categories: Atmosphere, Biosphere, Climate Change, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Dispersion and Transport, Conservation and Restoration, Earth and Climate Modeling, Freshwater and Hydrology, Soil and Land, Waves and Currents
Topics: biodiversity-scenario, co2-emissions, deforestation, deforestation-risk, forest-cover-change, ipbes, ipcc, land-use-change, protected-areas, redd and 41 more

Dylan Beaudette dylan.beaudette@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, ncss-tech and 7 more

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

claytonpbarrows clayton.barrows@nrel.gov

OST Projects: 6
Categories: Energy Systems, Natural Resources, Renewable Energy
Sub Categories: Energy Distribution and Grids, Energy Modeling and Optimization, Energy System Modeling Frameworks, Grid Analysis and Planning, Grid Management and Microgrid, Hydro Energy, Water Supply, Water Supply and Quality
Topics: water, nrel, powersystems, simulations, electrical, energy-system, energy-data, matpower, power-systems, power-systems-analysis and 7 more

Dylan Beaudette debeaudette@ucdavis.edu

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 18 more

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

Beaudette dylan.beaudette@usda.gov

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

boshek 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

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

martinvonk 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

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

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

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

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

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

Colin Millar colinpmillar@gmail.com

OST Projects: 5
Categories: Biosphere, Natural Resources
Sub Categories: Marine Life and Fishery, Water Supply and Quality
Topics: fisheries-modelling, flr

skgrange s.k.grange@gmail.com

OST Projects: 5
Categories: Natural Resources
Sub Categories: Air Quality
Topics: air-quality, air-quality-data, meteorology, openair, personal-website

Qiusheng Wu giswqs@gmail.com

OST Projects: 5
Categories: Climate Change, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Coastal and Reefs, Curated Lists, Data Catalogs and Interfaces, Earth and Climate Modeling, Water Supply, Water Supply and Quality
Topics: geomorphology, geomorphometry, geoprocessing, hydrology, cloud-computing, geospatial-data, opan-data, open-access, dataviz, folium and 49 more

Teun van den Brand tahvdbrand@gmail.com

OST Projects: 5
Categories: Atmosphere, Biosphere, Natural Resources
Sub Categories: Biodiversity Analysis and Metrics, Conservation and Restoration, Forest Remote Sensing, Meteorological Observation and Forecast, Soil and Land
Topics: geography, intensity-analysis, land-use-and-land-cover-change, luc-maps, lulc, plot, rasters, ecology, invasive-species, mosquitoes and 21 more

Raoul Collenteur raoulcollenteur@gmail.com

OST Projects: 5
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 10 more

Edzer Pebesma edzer.pebesma@uni-muenster.de

OST Projects: 5
Categories: Climate Change, Consumption, Emissions, Natural Resources, Sustainable Development
Sub Categories: Climate Data Standards, Education, Emission Observation and Modeling, Mobility and Transportation, Soil and Land
Topics: cycle, cycling, desire-lines, origin-destination, pubic-transport, route-network, routes, routing, transport-planning, transportation and 48 more

Ahmad Jan ajkhattak@gmail.com

OST Projects: 5
Categories: Hydrosphere, Natural Resources
Sub Categories: Freshwater and Hydrology, Soil and Land, Water Supply, Water Supply and Quality
Topics: bmi, csdms, hydrology