Categories - Biosphere

Sub Categories

Topics

bioacoustics, fisheries, fish, species, biodiversity-informatics, gbif, species-distribution-modelling, marine-biology, wildlife, birds, wildfire, biodiversity-data, deforestation, fisheries-stock-assessment, ebird, traits, birdsong, stock-assessment, protected-areas, fisheries-management, biogeography, forest-inventory, inaturalist, population-dynamics, camera-traps, spocc, animal-movement, forests, movement-ecology, species-distribution-modeling, niche-modelling, bats, phenology, las, darwin-core, deforestation-risk, forest, nomenclature, species-interactions, evolution, audio, dendrochronology, wildfire-forecasting, clip, reforestation, acoustic-monitoring, stock-synthesis, ecology-modelling, image-annotation, flnro, dynamic, multimodal, dendroecology, world, salmon, spatial-ecology, biological-data, spatial-modelling, globalfishingwatch, rcpp, protected-planet, noaa-nsap, niche-modeling, ecological-niche-modelling, insects, range-maps, phylogeny, assessment, dwc, demography, plankton, iucn-red-list, vegetation-dynamics, epidemiology, birdnet, obis, marine-species, bird-migration, tree-rings, phylogenetic-diversity, phenocam, biodiversity-indicators, forest-monitoring, biodiversity-standards, megadetector, landscape-connectivity, forest-analysis, animals, coral-reefs, geonature, camtrap-dp, nature, species-sensitivity-distribution, whales, forest-management, vertnet, animal, plsr-modeling, biologging, data-analysis-r, fia-database, knowledge-garden, cffdrs, esri-js, ecosystem-status-report, space-time, wildlife-monitoring, fishing, portal, ek80, maxent, partitioning-diversity, spades, dolphins, national-phenology-network, germinate, dam, chemical-compounds, storacha, geonature-citizen, spatially-structured-validation, hut23-240, dynamic-factor-models, inventories, raspberry-pi-camera, forest-loss, torchvision, r-packages, raspberrypi, fish-population-dynamics, electrofishing, detectron2, restoration, biomonitoring, nexrad, plsr, benthic, openalea, tomcat, noaa-fisheries, accepted-names, sims, animal-tracking, invasives, contributions-welcome, natural-history-collections, cbm-cfs3, satellites, openfisheries, speech-processing, bdc, species-occurrence, ecoacoustics, gbif-api, gui-application, SimRoot, animal-vocalizations, tunning, birdweather, plant-phenotyping, marine-wildlife-incidents, spectrogram, knowledge-guided, environmental-classification, bioassessment, lter-science, birding, biodiversity-scenario, marine-traffics, functional-diversity, reticulate, multi-agent-systems, critical, chelsa, aoh, zooniverse, species-identification, tree-of-life, habitat-connectivity, natural-hazard, canopy-height-models, fish-passage, cnpq, extinction, management-strategy-evaluation, annotation-framework, functional-trait, marine-ecosystem, prioritization, spatial-autocorrelation, ensemble-modelling, foundry, forest-fire, carbon-cycling, hmm, local-first, randomisations, shad, offline-first, forest-disturbances, invasive-species, signal-processing, tree-segmentation, parasites, forest-planning, disturbance, disparity, video-processing, etl-framework, hard-limit, Functional Structural Plant model, widget, ecoregions, keycloak, networks, planktoscope, greenpill, rdark, prz, vegetation-phenology, imageomics, state-space, pedigree, instance-segmentation, individual-based, gaussian-process, ala, video-search, synonyms, hierarchical-keywords, fao-manual, data-journalism, laz, aims, representation-learning, diversity-mapping, fishr-website, marine-protected-areas, microscope-platform, iptc, ssd, public-science, pressure-sensor, flr, water-quality-guideline, audio-annotation, panoptic-segmentation, diversity, plugins, movement, interactive-visualization, audio-analysis, ais, functional-traits, dams, entropy-partitioning, eol, anomalies-detection, openlayers, ecosystem-simulation, hidden-markov-model, stream-network, fisheries-research, opensearch, firms, forestgeo, spectra-trait, video-annotation, fishing-vessels, permafrost-dynamics, fia-datamart, mechanistic, trade, transport-equation, coralnet, ala-product-digivol, vegetation-period, resolution, half-earth, annotation, migration, citizen, idigbio, ecosystem-science, ionic-framework, labeling-tool, rare-species, labels, physiology, conservation-planner, prefect, aeroecology, field-survey, palaeobiology, boreal, acoustic-signals, marine-data-analysis, windspeed, respiration, spatial-grain, beta-diversity, freshwater, vcmax, onnx, macroecology, poisson-process, semantic, forest-variables, alaska, wdpa, lidr, shinyapps, plantcv, ala-product-biocollect, knowledge-guided-machine-learning, fire-dynamics, shiny-r, compliance-check, iucn, spatio-temporal-analysis, data-downloader, tmb, surveillance, corals, amazonia, points, species-observed, animal-detection, fire, acoustic-indices, enmeval, botanical, tdwg, sampling-effort, trait-based, fgeo, ecological-models, niche-overlap, biodiverse, fmt, meta-analysis, material-ui, fish-observations, picture, life, orcas, budworm, national-science-foundation, underwater-monitoring, realtime, aspe, aquaculture, ai-for-good, ecological-niche-modeling, bird-survey, watering, active-learning, sparse-linear-systems, outbreak, p2p, openplantpathology, chimps, data-mining, qsm, multidimensionality, describe, regen-coordination, birdnet-pi, ordination, scenarios, eumetnet-opera, country-iso-code, metapackage, land-use-change, periphyton, abundance, p-model, collections, bioacoustic-analysis, earthenv, raspberry-pi-4, multi-agent-simulation, sapwood, Plant biology, wildlife-detection, herbarium, spectrograms, keypoint-detection, object-store, coral, fisheries-modelling, localisation, filtering, inference, data-gaps, ipfs, catastrophic, jmax, geolocator, household-surveys, plant-physiology, phenotypes, dam-impact-analysis, reported-species, openshift, alignment, bioclim, size-structure, model-fit-for-purpose, cites, rarity, carbon-capture-sequestration, wfd, videos, leaf-functional-traits, jurisdictional-and-nested-redd, soil-thermal-dynamics, jags, endangered-species, glmm, phylogenetic-trees, biodiversity-monitoring, species-observations, bcws, flags, impact-assessment, mediterranean, echosounder, gottesanbeterin, diseases, adaptive-spatio-temporal-exploratory-model, landscape-genetics, landscape-ecosystem-modelling, mechanistic-models, arcgisjs, edge-ai, hyperspectral-imaging, laser-scanning, gfw, fishbase, transitions, specimen, patches, forest-cover-change, animal-acoustic-signals, leaf, Nutrient uptake, microscopy, conservation-bio, environmental-modeling, brandenburg, sound, tree-mapping, pharo, mantis-religiosa, wildfires, roads, desktop-application, avian, marine-resources, bio-economics, attestations, wlrs, public-health, phenocam-data, jungle, cross-validation, compute-estimates, redd, land-surface-phenology, images, sparrow, habitat, antweb, tidymodels, fiss, bioclip, food-webs, color-palette, cumulative-impacts, mobile-data-collection, video-analytics, tree-detection, sampling, streamline-analysis, integrated-framework, global-fishing-watch, vocalizations, zero-shot-classification, joint-species-distribution-modelling, bison, command-line-interface, bien, trees, plsr-model, reconciliation, azfp, defoliators, annotation-tool, rcpparmadillo, gasexchange, behavior, ais-data, macorinvertebrates, lsystem, globi, spatiotemporal-dynamics, als, functional-ecology, wsr-88d, taxonomic-resolution, indicators, growth, citylab-berlin, field-data-collection, fishing-effort, shifts, mantis, filecoin, cameratraps, estimator, conservation-prioritization, lsystem-plant-generator, genotypes, jerico-relevant, geospatial-processing, cv, panoptes-platform, phenology-models, model-calibration, xmp, trillion-trees, phylogeography, lidar-point-cloud, species-turnover, large-scale, sst, diversity-measurement, cyberinfrastructure, tree-canopy, dgvm, video-analysis, rarefaction, zoology, phylodiversity, forest-structure, Root architecture, forest-conservation, herring, ornithology, groundfish, terrestrial-ecosystem-modeling, rgl, fire-effects, datalogger, caribou, spatial-graphs, spatial-predictions, hierarchy, react-leaflet, conservation-ai, diet, sound-pressure-level, marine-turtles, tree-pixels, carbon-capture, scattering, maxent-models, fish-stocks, greenness-exposure, ala-product-ala4r, enram, phenology-modelling, cpc, indivisual-based-modeling, occurrence, mapme, forestfire, cons-tech, species-distribution, tropical-forests, fia, multivariate-timeseries, data-cubes, exif, pollinators, perch, verified-carbon-standard, animal-communication, ecoengine, ipbes, model-tuning, ek60, journalism, vectorautoregression, tropical-forest, endemism, strandings, biohub, solidity, imaging, circuit-analysis, metric, microscope, biomass, spatial-cross-validation, plant-genetic-resources, dynamics, rbp,

Projects

spatialwarnings

An R package to compute spatial early-warning signals of ecosystem degradation.

catastrophic critical ecology indicators points r shifts space transitions

Biosphere - Conservation and Restoration - Last synced: 01 Jun 2026 - Ranking: 11.7

PyForestScan

A python package for calculating forest structural metrics from airborne point clouds.

ecology forest-structure lidar point-cloud

Biosphere - Forest Remote Sensing - Last synced: 01 Jun 2026 - Ranking: 11.6

TrenchR

Facilitates microclimate modeling to translate weather station data into the environmental conditions experienced by organisms and biophysical modeling to predict organismal body temperatures given the environmental conditions.

Biosphere - Ecological and Environmental Modeling - Last synced: 01 Jun 2026 - Ranking: 11.6

phenofit

A state-of-the-art remote sensing vegetation phenology extraction package.

phenology remote-sensing

Biosphere - Plants and Vegetation - Last synced: 01 Jun 2026 - Ranking: 11.6

mobr

Tools for analyzing changes in biodiversity across scales.

biodiversity conservation ecology rarefaction species statistics

Biosphere - Biodiversity Analysis and Metrics - Last synced: 01 Jun 2026 - Ranking: 11.5

Zamba

A Python package for identifying hundreds of kinds of animals, training custom models, and estimating distance from camera trap videos and images.

animals camera-traps chimps cli conservation deep-learning ecology gpu images jungle machine-learning neural-network python pytorch pytorch-lightning video-processing videos

Biosphere - Terrestrial Wildlife - Last synced: 01 Jun 2026 - Ranking: 11.5

redlistr

An R package that contains a set of tools suitable for calculating the metrics required for making assessments of species and ecosystems against the IUCN Red List of Threatened Species and the IUCN Red List of Ecosystems categories and criteria.

Biosphere - Biodiversity Analysis and Metrics - Last synced: 01 Jun 2026 - Ranking: 11.4

fundiversity

Provides a lightweight package to compute common functional diversity indices.

biodiversity biodiversity-indicators biodiversity-informatics functional-diversity functional-ecology functional-trait functional-traits r r-package trait trait-based traits

Biosphere - Biodiversity Analysis and Metrics - Last synced: 01 Jun 2026 - Ranking: 11.4

ebirdst

Access and Analyze eBird Status and Trends Data.

Biosphere - Avian Monitoring and Analysis - Last synced: 01 Jun 2026 - Ranking: 11.3

sgsR

A structurally guided sampling toolbox for LiDAR-based forest inventories.

Biosphere - Forest Remote Sensing - Last synced: 01 Jun 2026 - Ranking: 11.3

lasR

Production of canopy height model, digital terrain model, tree detection and segmentation on large coverage.

Biosphere - Forest Remote Sensing - Last synced: 01 Jun 2026 - Ranking: 11.3

mFD

Provides a user friendly interface to compute a global assessment of functional diversity by gathering computation of alpha and beta functional indices.

Biosphere - Biodiversity Analysis and Metrics - Last synced: 01 Jun 2026 - Ranking: 11.3

MegaDetector

Deep learning tools that accelerate the review of motion-triggered wildlife camera images.

ai-for-good animal-detection bioacoustics biodiversity camera-traps computer-vision conservation conservation-ai deep-learning ecology edge-ai machine-learning megadetector object-detection sparrow wildlife-detection wildlife-monitoring

Biosphere - Terrestrial Wildlife - Last synced: 01 Jun 2026 - Ranking: 11.3

spanner

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

data-visualization ecology forest-analysis landscape-ecology lidar modeling patches point-cloud rcpp rcpparmadillo remote-sensing spatial-analysis tree-segmentation

Biosphere - Forest Modeling and Analysis - Last synced: 01 Jun 2026 - Ranking: 11.2

icesDatras

R interface to Database of Trawl Surveys web services.

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 11.1

taxize

Allows users to search over many taxonomic data sources for species names (scientific and common) and download up and downstream taxonomic hierarchical information.

api api-wrapper biodiversity biology darwincore data nomenclature r r-package rstats taxize taxonomy

Biosphere - Biodiversity Data Access and Management - Last synced: 01 Jun 2026 - Ranking: 11.0

SimFire

An open-source wildfire simulator written in Python and meant to be used to train reinforcement learning agents.

python reinforcement-learning reinforcement-learning-environments simulation simulator wildfire

Biosphere - Wildfire - Last synced: 01 Jun 2026 - Ranking: 11.0

FSAdata

Contains data for use in common fisheries stock analyses. See installation instructions further below.

fish fisheries fisheries-stock-assessment fishr-website stock-assessment

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 11.0

geohabnet

Enable users to visualise a habitat connectivity risk index for agriculture using their own parameter values.

agriculture crop geographical-information-system geography network-analysis networks r surveillance

Biosphere - Conservation and Restoration - Last synced: 01 Jun 2026 - Ranking: 10.9

specify7

A biological collections data management platform.

Biosphere - Biodiversity Data Access and Management - Last synced: 01 Jun 2026 - Ranking: 10.9

r3PG

An R package for forest growth simulation using the 3-PG process-based model.

Biosphere - Forest Modeling and Analysis - Last synced: 01 Jun 2026 - Ranking: 10.9

funrar

A package to compute functional rarity indices, it quantifies how species are rare both from a functional and an extent point of view.

ecological-models ecology r r-package rarity traits

Biosphere - Biodiversity Analysis and Metrics - Last synced: 01 Jun 2026 - Ranking: 10.8

rmangal

Retrieve and explore data from the ecological interactions database MANGAL.

Biosphere - Biodiversity Data Access and Management - Last synced: 01 Jun 2026 - Ranking: 10.8

grainscape

Efficient Modelling of Landscape Connectivity, Habitat, and Protected Area Networks.

habitat-connectivity landscape-connectivity r r-package spatial-graphs

Biosphere - Conservation and Restoration - Last synced: 01 Jun 2026 - Ranking: 10.8

birdnetR

Is geared towards providing a robust workflow for ecological data analysis in bioacoustic projects.

bioacoustics birds sound

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 01 Jun 2026 - Ranking: 10.7

kuenm2

Make the process of ecological niche modeling easier, faster, and more reproducible, and at the same time more robust.

Biosphere - Species Distribution Modeling - Last synced: 31 May 2026 - Ranking: 10.7

Pyretechnics

Provides modules that implement the fundamental equations used in most operational wildland fire behavior models like GridFire, ELMFIRE, FlamMap, FARSITE, FSIM, and BehavePlus.

Biosphere - Wildfire - Last synced: 01 Jun 2026 - Ranking: 10.7

CspStandSegmentation

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

Biosphere - Forest Remote Sensing - Last synced: 01 Jun 2026 - Ranking: 10.7

BioTIMEr

Global database of assemblage time series for quantifying and understanding biodiversity change.

ecology geospatial r r-package rstats

Biosphere - Biodiversity Analysis and Metrics - Last synced: 01 Jun 2026 - Ranking: 10.6

rcites

An R package to access information from the Speciesplus database, a centralised portal to key information on species of global concern.

api-client cites database endangered-species r r-package rstats trade

Biosphere - Terrestrial Wildlife - Last synced: 01 Jun 2026 - Ranking: 10.6

gfcanalysis

Tools for working with Global Forest Change dataset.

Biosphere - Deforestation and Reforestation - Last synced: 01 Jun 2026 - Ranking: 10.5

Naturtag

A tool for nature photographers that adds useful metadata to describe the organisms in your photos.

biodiversity biodiversity-data cli darwin-core dwc exif hierarchical-keywords inaturalist iptc photography taxonomy xmp

Biosphere - Biodiversity Citizen Science - Last synced: 01 Jun 2026 - Ranking: 10.5

medfate

Functions to simulate Mediterranean forest functioning and dynamics using cohort-based description of vegetation.

Biosphere - Forest Modeling and Analysis - Last synced: 01 Jun 2026 - Ranking: 10.5

nrt

Python package for near real time detection of change in spatio-temporal datasets, with a focus on forest disturbances mapping.

anomalies-detection datacube forest-disturbances monitoring sentinel-2

Biosphere - Forest Remote Sensing - Last synced: 01 Jun 2026 - Ranking: 10.5

IPT

Global Biodiversity Information Facility and used to publish and share biodiversity datasets through the GBIF network.

biodiversity-informatics

Biosphere - Biodiversity Data Access and Management - Last synced: 01 Jun 2026 - Ranking: 10.5

phenocamr

Facilitates the retrieval and post-processing of PhenoCam time series.

phenocam phenocam-data phenology-modelling remote-sensing

Biosphere - Terrestrial Wildlife - Last synced: 01 Jun 2026 - Ranking: 10.4

forestdata

An R package designed to provide users with easy access to various forestry and land use datasets.

Biosphere - Forest Observation and Management - Last synced: 01 Jun 2026 - Ranking: 10.4

icesTAF

Functions to support the International Council for the Exploration of the Sea Transparent Assessment Framework.

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 10.4

Global Forest Watch

An online, global and near real-time forest monitoring tool.

deforestation forest-monitoring mapbox nextjs react redux satellite-imagery

Biosphere - Forest Observation and Management - Last synced: 01 Jun 2026 - Ranking: 10.4

FATES

Advancing model predictions of tropical forest carbon cycle responses to a changing climate over the 21st Century.

Biosphere - Forest Modeling and Analysis - Last synced: 01 Jun 2026 - Ranking: 10.3

gbifdb

Provide a relational database interface to a parquet based serializations of gbif's AWS snapshots of its public data.

Biosphere - Biodiversity Data Access and Management - Last synced: 01 Jun 2026 - Ranking: 10.3

rlandfire

Provides access to a diverse suite of spatial data layers via the LANDFIRE Product Services (LFPS) API.

Biosphere - Wildfire - Last synced: 01 Jun 2026 - Ranking: 10.2

CBM-CFS3

The Carbon Budget Model of the Canadian Forest Sector is an aspatial, stand- and landscape-level modelling framework used for international reporting of the forest carbon balance of Canada's managed forest.

cbm-cfs3

Biosphere - Biomass - Last synced: 01 Jun 2026 - Ranking: 10.2

baRulho

An R package to quantify habitat-induced degradation of (animal) acoustic signals.

acoustic-signals animal behavior bioacoustics cran

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 01 Jun 2026 - Ranking: 10.1

forcis

Provide an interface to the FORCIS database that includes data on living planktonic foraminifera diversity and distribution in the global oceans from 1910 until 2018 collected using plankton tows, continuous plankton recorder, sediment traps and plankton pump from the global ocean.

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 10.1

DAS4Whales

Python library to analyze Distributed Acoustic Sensing data for marine bioacoustics.

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 10.1

ECOTOXr

Provides access in R to ECOTOX, a comprehensive knowledgebase providing single chemical environmental toxicity data on aquatic and terrestrial species.

data database

Biosphere - Ecological and Environmental Modeling - Last synced: 01 Jun 2026 - Ranking: 10.0

rWCVP

A package for accessing and using plant name and distribution data from the World Checklist of Vascular Plants.

Biosphere - Plants and Vegetation - Last synced: 01 Jun 2026 - Ranking: 10.0

OpenTreeMap

A collaborative platform for crowdsourced tree inventory, ecosystem services calculations, urban forestry analysis and community engagement.

Biosphere - Forest Observation and Management - Last synced: 01 Jun 2026 - Ranking: 10.0

BioMonTools

Tools for biomonitoring and bioassessment; metric calculation for benthic macroinvertebrates, fish, and periphyton.

benthic bioassessment biomonitoring fish macorinvertebrates metric periphyton r-package rbp

Biosphere - Biodiversity Analysis and Metrics - Last synced: 01 Jun 2026 - Ranking: 9.9

forestmangr

An R package for forest mensuration and management.

Biosphere - Forest Observation and Management - Last synced: 01 Jun 2026 - Ranking: 9.9

burnr

Basic tools to analyze forest fire history data (e.g. FHX) in R.

citation cran dendrochronology ecology forestfire plot r scientific statistics

Biosphere - Wildfire - Last synced: 01 Jun 2026 - Ranking: 9.9

FuelDeep3D

Provides tools for processing, feature extraction, and classification of 3D forest point clouds for fuel assessment application.

deep-learning forestry fuels geospatial lidar lidr point-cloud pytorch r remote-sensing reticulate rgl segmentation

Biosphere - Forest Remote Sensing - Last synced: 01 Jun 2026 - Ranking: 9.9

enmSdmX

A set of tools in R for implementing species distribution models and ecological niche models.

bias-correction biogeography ecological-niche-modeling ecological-niche-modelling niche-modeling niche-modelling species-distribution-modeling

Biosphere - Species Distribution Modeling - Last synced: 01 Jun 2026 - Ranking: 9.8

nasa-wildfires

Download wildfire hotspots detected by NASA satellites and the Fire Information for Resource Management System (FIRMS).

data-journalism firms geojson geospatial journalism nasa news python remote-sensing satellite-imagery satellites wildfires

Biosphere - Wildfire - Last synced: 01 Jun 2026 - Ranking: 9.8

Ground for Android

An map-first data collection platform built in collaboration with environmental non-profits and international organizations with the goal of driving sustainability impact at scale.

environmental-monitoring field-data-collection field-survey household-surveys mobile-data-collection natural-resources offline-first public-health sustainability

Biosphere - Conservation and Restoration - Last synced: 01 Jun 2026 - Ranking: 9.7

Nighthawk

A machine learning model for acoustic monitoring of nocturnal bird migration.

Biosphere - Avian Monitoring and Analysis - Last synced: 01 Jun 2026 - Ranking: 9.7

rgbif

Interface to the Global Biodiversity Information Facility API.

api biodiversity data gbif lifewatch oscibio r r-package rstats species spocc

Biosphere - Biodiversity Data Access and Management - Last synced: 01 Jun 2026 - Ranking: 9.7

restoptr

Aims to identify priority areas for restoration efforts using optimization algorithms.

Biosphere - Conservation and Restoration - Last synced: 01 Jun 2026 - Ranking: 9.6

pytreedb

A Python software package providing an object-based library to provide a simple database interface and REST API of vegetation tree objects that were captured as 3D point clouds.

Biosphere - Forest Remote Sensing - Last synced: 01 Jun 2026 - Ranking: 9.6

Treetracker

Coordinates the digital capture of tree growth data in the field, allowing to establish employment for people living in extreme poverty based on tree planting.

android

Biosphere - Deforestation and Reforestation - Last synced: 01 Jun 2026 - Ranking: 9.5

biocollect

An advanced, but simple-to-use data collection tool for biodiversity science.

ala-product-biocollect

Biosphere - Biodiversity Citizen Science - Last synced: 01 Jun 2026 - Ranking: 9.5

Continuous Reforestation

A GitHub Action for planting trees within your development workflow using the Reforestation as a Service (RaaS) API developed by DigitalHumani.

carbon-capture carbon-capture-sequestration continuous-integration reforestation sustainability sustainable-software

Biosphere - Deforestation and Reforestation - Last synced: 01 Jun 2026 - Ranking: 9.5

Perch

A bioacoustics research project that produces a bird species classifier, trained on over 10k species.

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 01 Jun 2026 - Ranking: 9.4

Diversity.jl

Provides functionality for measuring alpha, beta and gamma diversity of metacommunities (e.g. ecosystems) and their constituent subcommunities.

biodiversity diversity-measurement ecology julia partitioning-diversity phylogenetic-diversity

Biosphere - Biodiversity Analysis and Metrics - Last synced: 01 Jun 2026 - Ranking: 9.3

Wildfire Predictive Services

Wildfire Predictive Services to support decision making in prevention, preparedness, response and recovery.

bcws cffdrs dds fastapi flnr hacktoberfest javascript postgis postgres postgresql python react typescript weather wildfire

Biosphere - Wildfire - Last synced: 01 Jun 2026 - Ranking: 9.2

Darwin Core

Standard for sharing of information about biological diversity.

biodiversity-informatics biodiversity-standards darwin-core standard tdwg

Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 01 Jun 2026 - Ranking: 9.2

PlanktonIndividuals.jl

This package simulates the behaviors of an ensemble of phytoplankton individuals.

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 9.1

RFishBC

Helps fisheries scientists collect measurements from calcified structures and back-calculate estimated lengths at previous ages.

fish fisheries fisheries-management fisheries-stock-assessment population-dynamics r stock-assessment

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 9.0

Monitorfish

Improve control and monitoring of fishing vessels activities.

control docker fishing fishing-vessels kotlin monitoring openlayers postgis prefect react

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 9.0

dfoliatR

Provide dendrochronologists with tools for identifying and analyzing the signatures of insect defoliators preserved in tree rings.

budworm defoliators dendrochronology dendroecology disturbance forests insects outbreak tree-rings

Biosphere - Forest Modeling and Analysis - Last synced: 01 Jun 2026 - Ranking: 9.0

Arbimon

Ecoacoustic analysis platform empowering conservationists to analyze acoustic data and to derive insights about the ecosystem at scale.

ai bioacoustics biodiversity-monitoring

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 01 Jun 2026 - Ranking: 9.0

WindNinja

Computes spatially-varying wind fields for wildland fire and other applications requiring high-resolution wind predictions in complex terrain.

Biosphere - Wildfire - Last synced: 01 Jun 2026 - Ranking: 9.0

GNparser

Normalises scientific names, as used in biodiversity, and extracts their semantic elements.

biodiversity bioinformatics nomenclature parser scientific-names

Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 01 Jun 2026 - Ranking: 8.9

stemflow

A toolkit for Adaptive Spatio-Temporal Exploratory Model in Python using daily abundance estimation using eBird citizen science data.

adaptive-spatio-temporal-exploratory-model animal animal-movement big-data biodiversity biogeography bird-migration bird-survey ebird ecology ecology-modelling geospatial machine-learning movement movement-ecology ornithology spatio-temporal-analysis spatiotemporal spatiotemporal-dynamics species-distribution-modeling

Biosphere - Species Distribution Modeling - Last synced: 01 Jun 2026 - Ranking: 8.9

Panoptes

Zooniverse API to support user defined volunteer research projects.

docker hacktoberfest panoptes-platform ruby zooniverse

Biosphere - Biodiversity Citizen Science - Last synced: 01 Jun 2026 - Ranking: 8.9

Symbiota

A library of webtools to aid biologists in establishing specimen based virtual floras and faunas.

biodiversity content-management-system natural-history-collections

Biosphere - Biodiversity Data Access and Management - Last synced: 01 Jun 2026 - Ranking: 8.8

BeeBDC

Bee Biodiversity Data Cleaning.

Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 01 Jun 2026 - Ranking: 8.8

acoupi

A Python package that streamlines bioacoustic classifier deployment on edge devices like the Raspberry Pi.

acoustic-monitoring bioacoustics edge-computing python-toolkit raspberry-pi

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 01 Jun 2026 - Ranking: 8.8

iNaturalistReactNative

Official iNaturalist client written in React Native that will eventually replace our existing iOS and Android apps.

Biosphere - Biodiversity Citizen Science - Last synced: 01 Jun 2026 - Ranking: 8.7

SEPAL

Empowering people around the world to gain a better understanding of land cover dynamics in forest management by facilitating the efficient access and use of Earth observation data.

Biosphere - Forest Observation and Management - Last synced: 01 Jun 2026 - Ranking: 8.6

OrcaHello

A real-time AI-assisted killer whale notification system.

artificial-intelligence audio-analysis audio-processing bioacoustics deep-learning inference machine-learning marine marine-biology neural-network orcas real-time realtime whales

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 8.6

Invasive Species BC

Inventory and database repository for the creation, treatment, and report on BC Invasive plants and animals.

dds env flnro invasives ionic-framework postgis postgresql react

Biosphere - Terrestrial Wildlife - Last synced: 01 Jun 2026 - Ranking: 8.5

Wild Me Scoutbot

Open models for animal count and classification from aerial surveys; pairs with the Scout project.

Biosphere - Terrestrial Wildlife - Last synced: 01 Jun 2026 - Ranking: 8.5

TaxonoPy

A Python package for efficiently aligning organismal taxonomic hierarchies using the Global Names Verifier.

alignment hierarchy taxonomic-resolution taxonomy tree-of-life

Biosphere - Biodiversity Analysis and Metrics - Last synced: 01 Jun 2026 - Ranking: 8.4

Annotation Interface for Data-driven Ecology

Tools for detecting wildlife in aerial images using active learning.

active-learning aerial-imagery aiforearth conservation wildlife

Biosphere - Terrestrial Wildlife - Last synced: 01 Jun 2026 - Ranking: 8.4

Plant-for-the-Planet

Allows you to plant trees with over 100 reforestation projects around the world.

climate-change nextjs plant reforestation trillion-trees

Biosphere - Deforestation and Reforestation - Last synced: 01 Jun 2026 - Ranking: 8.3

SMBD

Facilitate a community of practice for aligning marine biological data to Darwin Core for sharing to Ocean Biodiversity Information System (OBIS).

darwin-core data data-management marine-biology marine-data obis tutorials

Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 01 Jun 2026 - Ranking: 8.3

PlanktoScope

A modular, open-source hardware and software platform that allows for high-throughput quantitative imaging of plankton samples in aquatic biology and ecology.

citizen citizen-science imaging microscope microscope-platform microscopy ocean oceanography plankton planktoscope raspberry-pi-4 raspberry-pi-camera science water

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 8.3

Project Echo

Develop an AI/ML solution to detect and classify the density of noisy animals in rainforests, providing conservationists with an efficient and non-invasive tool to monitor threatened animal populations over time.

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 01 Jun 2026 - Ranking: 8.3

riskmapjnr

Obtain maps of the spatial risk of deforestation and forest degradation following the methodology developed in the context of the Jurisdictional and Nested REDD+ (JNR) and using only a forest cover change map as input.

climate-change-mitigation co2-emissions deforestation-risk forest-conservation jurisdictional-and-nested-redd verified-carbon-standard

Biosphere - Deforestation and Reforestation - Last synced: 01 Jun 2026 - Ranking: 8.2

fqar

Floristic Quality Assessment (FQA) is a standardized method for rating the ecological value of natural areas based on the plant species found within them.

Biosphere - Biodiversity Analysis and Metrics - Last synced: 01 Jun 2026 - Ranking: 8.2

California Forest Observatory

Python wrappers for accessing Forest Observatory data via the Salo API.

api california ecology python-wrappers wildfire

Biosphere - Forest Observation and Management - Last synced: 01 Jun 2026 - Ranking: 8.2

rTwig

A method for correcting unrealistic cylinders in quantitative structure models (QSMs) due to technical limitations of current LiDAR sensor technology in forestry measurements.

forestry lidar modeling qsm r r-package rcpp rpackage

Biosphere - Forest Remote Sensing - Last synced: 01 Jun 2026 - Ranking: 8.1

Gieß den Kiez

Enable coordinated citizen participation in the irrigation of urban trees.

berlin citylab-berlin community map open-data rain trees watering

Biosphere - Forest Observation and Management - Last synced: 01 Jun 2026 - Ranking: 8.0

EcoAssist

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

cameratraps conservation ecology machine-learning megadetector object-detection python

Biosphere - Terrestrial Wildlife - Last synced: 01 Jun 2026 - Ranking: 7.9

L-Py

L-systems were conceived as a mathematical framework for modeling growth of plants.

3d lsystem lsystem-plant-generator openalea python

Biosphere - Plants and Vegetation - Last synced: 01 Jun 2026 - Ranking: 7.9

fishRman

Shiny R Dashboard to easily query, download, analyse and visualise Global Fishing Watch data on fishing effort.

dashboard fisheries fisheries-management fisheries-research fishing-effort global-fishing-watch globalfishingwatch marine-biology open-source r r-package shiny

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 7.9

TagLab

A CNN based image segmentation tool oriented to marine data analysis.

annotation-tool cnn coral-reefs corals image-segmentation labeling-tool labels marine-data-analysis python semantic semantic-segmentation underwater-monitoring

Biosphere - Marine Life and Fishery - Last synced: 01 Jun 2026 - Ranking: 7.8

Contributors

kellijohnson-NOAA kelli.johnson@noaa.gov

OST Projects: 8
Categories: Atmosphere, Biosphere
Sub Categories: Biodiversity and Species Distribution, Marine Life and Fishery, Meteorological Observation and Forecast, Species Distribution Modeling
Topics: fisheries, fisheries-stock-assessment, stock-synthesis, ecology, glmm, spatial-analysis, species-distribution-modelling, tmb, noaa, noaa-fisheries and 8 more

Microsoft Open Source microsoftopensource@users.noreply.github.com

OST Projects: 8
Categories: Biosphere, Climate Change, Emissions, Energy Storage, Energy Systems, Sustainable Development
Sub Categories: Battery, Carbon Intensity and Accounting, Data Catalogs and Interfaces, Earth and Climate Modeling, Energy System Modeling Frameworks, Taxonomy and Ontology, Terrestrial Wildlife
Topics: action, actions, kubectl, setup, eventsource, server-sent-events, code-spliting, code-splitting, dynamic, middlewares and 20 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

Chris Mungall cjm@berkeleybop.org

OST Projects: 8
Categories: Biosphere, Hydrosphere, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Freshwater and Hydrology, Knowledge Platforms, Taxonomy and Ontology
Topics: biodiversity, bioinformatics, biology, diet, diseases, ecoinformatics, ecology, eol, etl-framework, food-webs and 75 more

Carl Boettiger cboettig@gmail.com

OST Projects: 8
Categories: Biosphere, Climate Change, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Climate Data Access and Visualization, Data Catalogs and Interfaces, Education, Marine Life and Fishery, Taxonomy and Ontology
Topics: biodiversity, biology, darwincore, nomenclature, taxize, taxonomy, daily-data, daily-weather, data-access, global-data and 61 more

Matthew Blissett mblissett@gbif.org

OST Projects: 7
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution
Topics: biodiversity-informatics, biodiversity-standards, darwin-core, tdwg, biodiversity, ecology, gbif, taxonomic-classifications, taxonomies, taxonomy and 17 more

Shawn P. Serbin sserbin@bnl.gov

OST Projects: 7
Categories: Biosphere, Climate Change, Renewable Energy
Sub Categories: Biodiversity and Species Distribution, Bioenergy, Earth and Climate Modeling, Ecological and Environmental Modeling, Forest Modeling and Analysis, Forest Observation and Management, Forest Remote Sensing, Plants and Vegetation
Topics: cyberinfrastructure, data-assimilation, ecosystem-model, ecosystem-science, meta-analysis, national-science-foundation, pecan, plants, agriculture, crops and 67 more

Peter Desmet peter.desmet@inbo.be

OST Projects: 7
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Marine Life and Fishery, Terrestrial Animals, Terrestrial Wildlife
Topics: aeroecology, enram, eumetnet-opera, lifewatch, movement-ecology, nexrad, oscibio, radar, weather-radar, wsr-88d and 47 more

Erik Kluzek erik@ucar.edu

OST Projects: 7
Categories: Biosphere, Climate Change, Hydrosphere
Sub Categories: Earth and Climate Modeling, Forest Modeling and Analysis, Forest Observation and Management, Freshwater and Hydrology
Topics: climate, climate-model, ncar, cesm, clm, ecosystem, hydrology, land, land-surface-model, community and 17 more

Simao Rodrigues arodrigues.simao@gmail.com

OST Projects: 7
Categories: Biosphere, Consumption, Sustainable Development
Sub Categories: Agriculture and Nutrition, Conservation and Restoration, Forest Observation and Management, Knowledge Platforms
Topics: bigdata, climate-change, conservation, resilience, sustainability, deforestation, forest-monitoring, redux, climate, forests and 2 more

Miguel Barrenechea Sánchez miguel.barrenechea@vizzuality.com

OST Projects: 7
Categories: Biosphere, Consumption, Sustainable Development
Sub Categories: Agriculture and Nutrition, Conservation and Restoration, Data Catalogs and Interfaces, Forest Observation and Management
Topics: climate-change, wri-api, deforestation, forest-monitoring, redux, backbone, c3, carbon-emissions, conversational-forms, south-east-asia and 3 more

Katherine Barnhart krbarnhart@usgs.gov

OST Projects: 7
Categories: Atmosphere, Biosphere, Climate Change, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Dispersion and Transport, Conservation and Restoration, Earth and Climate Modeling, Freshwater and Hydrology, Ocean Models, 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

Hosted Weblate hosted@weblate.org

OST Projects: 7
Categories: Atmosphere, Biosphere, Consumption, Energy Systems
Sub Categories: Agriculture and Nutrition, Biodiversity Data Access and Management, Grid Analysis and Planning, Meteorological Observation and Forecast, Mobility and Transportation
Topics: charger, eebus, emobility, ocpp, pv, semp, sunspec, wallbox, charging-stations, electric-vehicle and 62 more

Peter Hawkins phawkins@google.com

OST Projects: 7
Categories: Atmosphere, Biosphere, Climate Change
Sub Categories: Bioacoustics and Acoustic Data Analysis, Earth and Climate Modeling, Meteorological Observation and Forecast
Topics: c4, jax, large-language-models, model-flops, parallelism, bayesian-methods, probabilistic-programming, checkpoint, flax, static-analysis and 57 more

Matthew Blissett matt@blissett.me.uk

OST Projects: 7
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Data Catalogs and Interfaces
Topics: biodiversity, gbif, lifewatch, oscibio, species, spocc, aiforearth, biodiversity-informatics, rendering, standards and 9 more

gallegonovato fran-carro@hotmail.es

OST Projects: 7
Categories: Atmosphere, Biosphere, Consumption, Energy Systems
Sub Categories: Agriculture and Nutrition, Biodiversity Data Access and Management, Biodiversity and Species Distribution, Grid Analysis and Planning, Meteorological Observation and Forecast, Mobility and Transportation
Topics: charger, eebus, emobility, ocpp, pv, semp, sunspec, wallbox, bike-sharing, bikesharing and 59 more

Claude noreply@anthropic.com

OST Projects: 7
Categories: Biosphere, Consumption, Energy Systems, Natural Resources, Sustainable Development
Sub Categories: Agriculture and Nutrition, Biodiversity Citizen Science, Energy System Modeling Frameworks, Knowledge Platforms, Mobility and Transportation, Soil and Land, Species Distribution Modeling
Topics: 3d-visualization, streetmix, urban-planning, ecology, glmm, spatial-analysis, species-distribution-modelling, tmb, chargingstation, emobility and 29 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

David Inga david.inga@vizzuality.com

OST Projects: 6
Categories: Biosphere, Consumption, Sustainable Development
Sub Categories: Agriculture and Nutrition, Conservation and Restoration, Data Catalogs and Interfaces, Forest Observation and Management
Topics: bigdata, climate-change, conservation, resilience, sustainability, wri-api, eslint-config, react-components, internet, mozilla and 9 more

Jeff Hanson jeffrey.hanson@uqconnect.edu.au

OST Projects: 6
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Conservation and Restoration, Species Distribution Modeling
Topics: biodiversity, conservation, protected-areas, conservation-planner, prioritization, integrated-framework, poisson-process, scenarios, sdm, spatial-grain and 43 more

Alvaro Leal pursuance@gmail.com

OST Projects: 6
Categories: Biosphere, Consumption, Industrial Ecology, Sustainable Development
Sub Categories: Agriculture and Nutrition, Conservation and Restoration, Forest Observation and Management, Knowledge Platforms, Life Cycle Assessment
Topics: bigdata, climate-change, conservation, resilience, sustainability, arcgisjs, biodiversity, half-earth, deforestation, forest-monitoring and 3 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

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

rhijmans r.hijmans@gmail.com

OST Projects: 6
Categories: Biosphere, Consumption
Sub Categories: Agriculture and Nutrition, Biodiversity and Species Distribution, Forest Observation and Management, Forest Remote Sensing, Species Distribution Modeling
Topics: administrative-boundaries, ccaa, gisco, ign, municipalities, provinces, ropenspain, spain, static-tiles, gdal and 4 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

Rebecca Chen rechen@google.com

OST Projects: 6
Categories: Biosphere, Climate Change
Sub Categories: Bioacoustics and Acoustic Data Analysis, Earth and Climate Modeling
Topics: c4, jax, large-language-models, model-flops, parallelism, bayesian-methods, probabilistic-programming, high-level-synthesis, hls, mid-level-synthesis and 56 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

Eric Scott scottericr@gmail.com

OST Projects: 6
Categories: Biosphere, Climate Change, Consumption, Sustainable Development
Sub Categories: Biodiversity and Species Distribution, Climate Data Access and Visualization, Computation and Communication, Ecological and Environmental Modeling, Education, Plants and Vegetation
Topics: cyberinfrastructure, data-assimilation, ecosystem-model, ecosystem-science, meta-analysis, national-science-foundation, pecan, plants, national-phenology-network, phenology and 31 more

Adam Sparks adam.sparks@dpird.wa.gov.au

OST Projects: 6
Categories: Biosphere, Climate Change, Consumption, Renewable Energy
Sub Categories: Agriculture and Nutrition, Bioacoustics and Acoustic Data Analysis, Climate Data Access and Visualization, Climate Data Processing and Analysis, Photovoltaics and Solar Energy, Plants and Vegetation
Topics: daily-data, daily-weather, data-access, global-data, gsod, historical-data, historical-weather, ncdc, ncei, weather and 23 more

Anshul Singhvi anshulsinghvi@gmail.com

OST Projects: 6
Categories: Atmosphere, Biosphere, Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Education, Environmental Satellites, Ocean Models, Species Distribution Modeling
Topics: arrays, gdal, geo, geospatial-data, geospatial-processing, geospatial-visualization, rasterization, cost, dtm, friction and 58 more

Anonymous noreply@weblate.org

OST Projects: 6
Categories: Atmosphere, Biosphere, Consumption
Sub Categories: Agriculture and Nutrition, Biodiversity Data Access and Management, Biodiversity and Species Distribution, Meteorological Observation and Forecast, Mobility and Transportation
Topics: apiplatform, coop, platformcoop, symfony, orienteering, qt, 3d-printing, inventory, service, campaign and 60 more

Cristian Garcia cgarcia.e88@gmail.com

OST Projects: 6
Categories: Biosphere, Climate Change
Sub Categories: Bioacoustics and Acoustic Data Analysis, Earth and Climate Modeling
Topics: jax, distributed-computing, information-retrieval, metric-learning, natural-language-processing, recommender-system, reproducibility, text-classification, text-segmentation, ramda and 8 more

codefactor-io support@codefactor.io

OST Projects: 5
Categories: Biosphere, Consumption
Sub Categories: Agriculture and Nutrition, Conservation and Restoration, Deforestation and Reforestation, Wildfire
Topics: climate-change, fire, plant, reforestation, trillion-trees, farming, gardening, plants, barcode, barcode-scanner and 51 more

joethorley joe@poissonconsulting.ca

OST Projects: 5
Categories: Biosphere, Natural Resources
Sub Categories: Species Distribution Modeling, Terrestrial Wildlife, Water Supply, Water Supply and Quality
Topics: gdal, geos, proj, auth0, fish, kootenay-lake, bc, ecotoxicology, species-sensitivity-distribution, date-time and 10 more

Ghislain Vieilledent ghislain.vieilledent@cirad.fr

OST Projects: 5
Categories: Biosphere, Climate Change
Sub Categories: Climate Data Processing and Analysis, Conservation and Restoration, Deforestation and Reforestation, Forest Observation and Management
Topics: biodiversity-scenario, co2-emissions, deforestation, deforestation-risk, forest-cover-change, ipbes, ipcc, land-use-change, protected-areas, redd and 42 more

Sean Anderson sean@seananderson.ca

OST Projects: 5
Categories: Biosphere
Sub Categories: Biodiversity and Species Distribution, Marine Life and Fishery, Species Distribution Modeling
Topics: fisheries, fisheries-stock-assessment, stock-synthesis, ecology, glmm, spatial-analysis, species-distribution-modelling, tmb, extremes, spatiotemporal

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

Ben Raymond ben.raymond@aad.gov.au

OST Projects: 5
Categories: Biosphere, Cryosphere, Hydrosphere
Sub Categories: Biodiversity Data Access and Management, Marine Life and Fishery, Ocean and Hydrology Data Access, Sea Ice
Topics: fish, fishbase, taxonomy, biodiversity, biology, ecology, ala, ala-product-ala4r

Richard Littauer richard.littauer@gmail.com

OST Projects: 5
Categories: Biosphere, Climate Change, Sustainable Development
Sub Categories: Avian Monitoring and Analysis, Biodiversity Citizen Science, Biodiversity and Species Distribution, Earth and Climate Modeling, Knowledge Platforms
Topics: biodiversity, biodiversity-data, biodiversity-informatics, citizen-science, inaturalist, sustainability, transparency, community, funding, thanks and 55 more

Markus Neteler neteler@gmail.com

OST Projects: 5
Categories: Biosphere, Sustainable Development
Sub Categories: Curated Lists, Data Catalogs and Interfaces, Environmental Satellites, Forest Observation and Management, Forest Remote Sensing
Topics: als, forestry, las, laz, lidar, point-cloud, dataviz, folium, geoparquet, geospatial-analysis and 52 more

Simao Belchior simaobelchior@gmail.com

OST Projects: 5
Categories: Biosphere, Industrial Ecology, Sustainable Development
Sub Categories: Conservation and Restoration, Data Catalogs and Interfaces, Forest Observation and Management, Knowledge Platforms, Life Cycle Assessment
Topics: climate-change, wri-api, arcgisjs, biodiversity, half-earth, deforestation, forest-monitoring, redux, climate, activeadmin and 12 more

Tomas Eriksson tomasmoosee@gmail.com

OST Projects: 5
Categories: Biosphere, Industrial Ecology, Sustainable Development
Sub Categories: Conservation and Restoration, Data Catalogs and Interfaces, Forest Observation and Management, Life Cycle Assessment
Topics: climate-change, wri-api, deforestation, forest-monitoring, redux, chart, resourcewatch, vega, wysiwyg, forests and 2 more

Tiago Santos santos.tiago@gmail.com

OST Projects: 5
Categories: Biosphere, Consumption, Industrial Ecology, Natural Resources, Sustainable Development
Sub Categories: Agriculture and Nutrition, Conservation and Restoration, Knowledge Platforms, Life Cycle Assessment, Soil and Land
Topics: climate-change, food-security, soils, soils-revealed, water-quality, bigdata, conservation, resilience, sustainability, arcgisjs and 11 more

Max Joseph maxwellbjoseph@gmail.com

OST Projects: 5
Categories: Biosphere, Climate Change, Natural Resources, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Education, Soil and Land, Wildfire
Topics: aoi, climate, gridded-climate-data, weather, acquisition, extract-data, smap-data, soil-mapping, soil-moisture, soil-moisture-sensor and 51 more

henrykironde henrykironde@gmail.com

OST Projects: 5
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Ecological and Environmental Modeling, Education, Forest Observation and Management, Forest Remote Sensing
Topics: ecology, portal, birds, environmental-data-science, environmental-monitoring, everglades, carpentries, data-carpentry, data-wrangling, english and 19 more

e-gugliotti-NOAA elizabeth.gugliotti@noaa.gov

OST Projects: 5
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: fisheries, stock-synthesis, fisheries-stock-assessment, drawio, qt, latex, stock-assessment, noaa-nsap

Gabriel Tseng gabriel.tseng@mail.mcgill.ca

OST Projects: 5
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

Alvaro alvaro.leal@vizzuality.com

OST Projects: 5
Categories: Biosphere, Consumption, Industrial Ecology, Natural Resources, Sustainable Development
Sub Categories: Agriculture and Nutrition, Conservation and Restoration, Knowledge Platforms, Life Cycle Assessment, Soil and Land
Topics: climate-change, food-security, soils, soils-revealed, water-quality, arcgisjs, biodiversity, half-earth, bigdata, conservation and 3 more

bw4sz benweinstein2010@gmail.com

OST Projects: 5
Categories: Biosphere
Sub Categories: Forest Observation and Management, Forest Remote Sensing
Topics: forest-inventory, forestry, las, lidar, als, laz, point-cloud

David LeBauer dlebauer@illinois.edu

OST Projects: 5
Categories: Biosphere, Renewable Energy
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Bioenergy, Biomass, Ecological and Environmental Modeling, Forest Observation and Management, Plants and Vegetation
Topics: cyberinfrastructure, data-assimilation, ecosystem-model, ecosystem-science, meta-analysis, national-science-foundation, pecan, plants, species, traits and 5 more

k-doering-NOAA k-doering-NOAA@users.noreply.github.com

OST Projects: 5
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: fisheries, stock-synthesis, noaa-nsap, stock-assessment, fisheries-stock-assessment, color-palette, noaa

tamaramegan tamara.huete@gmail.com

OST Projects: 5
Categories: Biosphere, Sustainable Development
Sub Categories: Conservation and Restoration, Data Catalogs and Interfaces, Forest Observation and Management
Topics: climate-change, wri-api, arcgisjs, biodiversity, half-earth, deforestation, forest-monitoring, redux

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

floriandeboissieu fdeboiss@gmail.com

OST Projects: 5
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Analysis and Metrics, Biodiversity and Species Distribution, Environmental Satellites, Forest Observation and Management, Forest Remote Sensing, Species Distribution Modeling, Taxonomy and Ontology
Topics: cosmo-skymed, earth-observation, geopandas, iceye, maxar, planetscope, pleiades, radarsat, rasterio, saocom and 42 more

Nick Phura Nick.Phura@quartech.com

OST Projects: 5
Categories: Biosphere, Consumption, Natural Resources, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Knowledge Platforms, Mobility and Transportation, Terrestrial Wildlife, Water Supply, Water Supply and Quality
Topics: biodiversity, biohub, flnr, flnro, keycloak, material-ui, object-store, openshift, react-leaflet, sims and 35 more

Ben Marwick benmarwick@hotmail.com

OST Projects: 5
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Data Catalogs and Interfaces, Education, Forest Modeling and Analysis, Forest Observation and Management
Topics: biodiversity, biology, darwincore, nomenclature, taxize, taxonomy, gbif, lifewatch, oscibio, species and 62 more

Dan Morris agentmorris@gmail.com

OST Projects: 5
Categories: Biosphere
Sub Categories: Bioacoustics and Acoustic Data Analysis, Terrestrial Animals, Terrestrial Wildlife
Topics: camera-traps, conservation, megadetector, pytorch-wildlife, wildlife, birds, cameratraps, aiforearth, ecology, avian and 6 more

Rafael Schouten rafaelschouten@gmail.com

OST Projects: 5
Categories: Biosphere, Climate Change, Consumption
Sub Categories: Agriculture and Nutrition, Biodiversity and Species Distribution, Climate Data Standards, Ecological and Environmental Modeling, Plants and Vegetation, Species Distribution Modeling
Topics: bioclim, biodiversity, biogeography, chelsa, earthenv, ecology, species-distribution-models, demography, dynamic, evolution and 66 more

Kevin Cazelles kcazelle@uoguelph.ca

OST Projects: 5
Categories: Atmosphere, Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Conservation and Restoration, Marine Life and Fishery, Meteorological Observation and Forecast, Terrestrial Wildlife
Topics: environment-canada, weather-data, weather-downloader, fish, fishbase, taxonomy, protected-areas, protected-planet, world, blog and 18 more

Eric Boucher eric.p.boucher@gmail.com

OST Projects: 5
Categories: Biosphere, Climate Change, Consumption, Sustainable Development
Sub Categories: Computation and Communication, Forest Observation and Management, Knowledge Platforms, Marine Life and Fishery, Natural Hazard and Storm, Natural Hazard and Storms
Topics: climate-change, deforestation, forest-monitoring, redux, sdgs, sustainable-development-goals, calculator, climat, co2

Arni Magnusson arnima@hafro.is

OST Projects: 5
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: fisheries, fisheries-stock-assessment, stock-synthesis, git-client, libgit2, libgit2-library, flr, literate-programming, pandoc, rmarkdown and 1 more

Nicolas Noé nicolas.noe@inbo.be

OST Projects: 5
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Biodiversity Citizen Science, Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Terrestrial Animals, Terrestrial Wildlife
Topics: aeroecology, enram, eumetnet-opera, lifewatch, movement-ecology, nexrad, oscibio, radar, weather-radar, wsr-88d and 15 more

kellijohnson-NOAA kelli.johnson@nooa.gov

OST Projects: 5
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: fisheries, stock-synthesis, fisheries-stock-assessment, bookdown, rmarkdown

ibarraespinosa zergioibarra@gmail.com

OST Projects: 5
Categories: Biosphere, Climate Change, Emissions
Sub Categories: Earth and Climate Modeling, Emission Observation and Modeling, Species Distribution Modeling
Topics: atmospheric-models, atmospheric-science, emissions, exporting-emissions, wrf, atmos, atmospheric-chemistry, atmospheric-modelling, wrf-chem, meteorological-data and 2 more

Chuck Daniels cjdaniels4@gmail.com

OST Projects: 5
Categories: Biosphere, Climate Change, Sustainable Development
Sub Categories: Biomass, Climate Data Standards, Data Catalogs and Interfaces, Education
Topics: digital-elevation-model, earth-observation, embeddings, foundation-model, sentinel-2, stac, data-engineering, etl, zarr, access and 7 more

David Inga david.inga@icloud.com

OST Projects: 5
Categories: Biosphere, Consumption, Sustainable Development
Sub Categories: Agriculture and Nutrition, Data Catalogs and Interfaces, Forest Observation and Management
Topics: deforestation, forest-monitoring, redux, climate-change, wri-api, bigdata, conservation, resilience, sustainability

Alec L. Robitaille robit.alec@gmail.com

OST Projects: 5
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Curated Lists, Ecological and Environmental Modeling, Environmental Satellites, Terrestrial Wildlife
Topics: biodiversity, biology, darwincore, nomenclature, taxize, taxonomy, gdal, modis, modis-data, modis-land-products and 64 more

Damiano Oldoni damiano.oldoni@inbo.be

OST Projects: 5
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Marine Life and Fishery, Terrestrial Wildlife
Topics: biodiversity, gbif, lifewatch, oscibio, species, spocc, biodiversity-data, biodiversity-informatics, invasive-species, animal-movement and 28 more

Agnieszka Figiel agnieszka.figiel@gmail.com

OST Projects: 5
Categories: Biosphere, Consumption, Industrial Ecology, Sustainable Development
Sub Categories: Agriculture and Nutrition, Conservation and Restoration, Forest Observation and Management, Knowledge Platforms, Life Cycle Assessment
Topics: bigdata, climate-change, conservation, resilience, sustainability, deforestation, forest-monitoring, redux, climate

Takuya Iwanaga takuyai@gmail.com

OST Projects: 4
Categories: Biosphere, Climate Change
Sub Categories: Conservation and Restoration, Natural Hazard and Storm, Natural Hazard and Storms
Topics: climate-data, disaster-risk-management, hazard-assessment, opendata, risk-assessment, climate, disaster, hazard, bibliometric-analysis, science-data and 14 more

Brewster Malevich bmalevich@rhg.com

OST Projects: 4
Categories: Biosphere, Climate Change, Emissions
Sub Categories: Carbon Intensity and Accounting, Climate Data Standards, Climate Downscaling, Wildfire
Topics: climate-data, climate-impacts, cmip6, downscale, downscaling, climate-change, scc, stata, supplemental, support and 9 more

Kristina Anderson-Teixeira teixeirak@si.edu

OST Projects: 4
Categories: Biosphere, Climate Change
Sub Categories: Biomass, Climate Data Access and Visualization, Conservation and Restoration, Deforestation and Reforestation, Forest Observation and Management
Topics: climate-science, ecosystem-science, land-use, climate, climate-sensitivity, environmental-change, forestgeo, generalized-least-squares, nonlinear, tree-diameter and 4 more

Christian Clauss cclauss@me.com

OST Projects: 4
Categories: Biosphere, Climate Change, Consumption, Cryosphere
Sub Categories: Agriculture and Nutrition, Biodiversity Data Access and Management, Biodiversity and Species Distribution, Glacier and Ice Sheets, Natural Hazard and Storms
Topics: varta, varta-storage, oriented-bounding-box, earthengine, geoprocessing, qgis, agriculture, agriculture-research, irrigation, mask-rcnn and 55 more

Jason Everett Jason.Everett@unsw.edu.au

OST Projects: 4
Categories: Biosphere
Sub Categories: Conservation and Restoration, Marine Life and Fishery
Topics: biodiversity, conservation, protected-areas, ecosystem-model, fish-population-dynamics, fisheries, fisheries-management, marine-ecosystem, population-dynamics, size-structure and 5 more

vlucet VLucet@users.noreply.github.com

OST Projects: 4
Categories: Biosphere, Sustainable Development
Sub Categories: Avian Monitoring and Analysis, Education, Terrestrial Wildlife
Topics: ebird, animal-movement, circuit-analysis, climate-change, epidemiology, forest-fire, landscape-ecology, landscape-genetics, movement-ecology, sparse-linear-systems and 16 more

thengl tom.hengl@gmail.com

OST Projects: 4
Categories: Biosphere, Natural Resources
Sub Categories: Biomass, Soil and Land
Topics: pedometrics, soil-mapping, soil-survey, OpenLandMap, climate, land degradation, soil, terrain, vegetation

mhesselbarth mhk.hesselbarth@gmail.com

OST Projects: 4
Categories: Biosphere, Natural Resources
Sub Categories: Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Soil and Land, Species Distribution Modeling
Topics: biodiversity, integrated-framework, poisson-process, scenarios, sdm, spatial-grain, spatial-predictions, species-distribution-modelling, landscape-ecology, neutral-landscape-model and 5 more

VijayBarve vjaybarve@rediffmail.com

OST Projects: 4
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution
Topics: biodiversity, biology, darwincore, nomenclature, taxize, taxonomy, gbif, lifewatch, oscibio, species and 14 more

dmuldrew dmuldrew@gmail.com

OST Projects: 4
Categories: Biosphere, Energy Systems
Sub Categories: Energy Distribution and Grids, Energy Modeling and Optimization, Energy System Modeling Frameworks, Grid Analysis and Planning, Renewable Energy Integration, Wildfire
Topics: matpower, matpower-github, wildfire

Jari Oksanen jari.oksanen@oulu.fi

OST Projects: 4
Categories: Biosphere
Sub Categories: Biodiversity Analysis and Metrics, Biodiversity Data Access and Management, Biodiversity and Species Distribution, Ecological and Environmental Modeling
Topics: biodiversity, biology, darwincore, nomenclature, taxize, taxonomy, gbif, lifewatch, oscibio, species and 9 more

Seb Dalgarno seb@poissonconsulting.ca

OST Projects: 4
Categories: Biosphere, Natural Resources
Sub Categories: Species Distribution Modeling, Terrestrial Wildlife, Water Supply, Water Supply and Quality
Topics: species-sensitivity-distribution, ssd, water-quality-guideline, ecotoxicology

Caleb Robinson calebrob6@gmail.com

OST Projects: 4
Categories: Biosphere, Consumption, Energy Systems, Sustainable Development
Sub Categories: Agriculture and Nutrition, Data Catalogs and Interfaces, Energy Data Accessibility and Integration, Forest Remote Sensing
Topics: aiforearth, earth-observation, torchvision, transforms, deeplab-v3-plus, deeplabv3, fpn, imagenet, linknet, pretrained-backbones and 24 more

Pieter Provoost pieterprovoost@gmail.com

OST Projects: 4
Categories: Atmosphere, Biosphere, Hydrosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Marine Life and Fishery, Ocean and Hydrology Data Access, Radiative Transfer
Topics: catalogue, interoperability, knowledge-graph, ocean, ogc-services, rdf, sharing, biodiversity-informatics, biological-data, biology and 23 more

Ben Raymond ben@theraymonds.org

OST Projects: 4
Categories: Biosphere, Cryosphere, Hydrosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Ocean and Hydrology Data Access, Sea Ice
Topics: ala, ala-product-ala4r, hugo, openscience, antarctica, southern-ocean, task-view, filesystem, libuv, biodiversity and 2 more

Don Setiawan landungs@uw.edu

OST Projects: 4
Categories: Biosphere, Cryosphere, Natural Resources, Sustainable Development
Sub Categories: Education, Glacier and Ice Sheets, Marine Life and Fishery, Water Supply, Water Supply and Quality
Topics: acoustics, azfp, echosounder, ek60, ek80, ocean, sonar, zarr, closember, community-driven and 22 more

Marta Gajowczyk gajowczyk.marta@gmail.com

OST Projects: 4
Categories: Biosphere, Industrial Ecology, Sustainable Development
Sub Categories: Conservation and Restoration, Forest Observation and Management, Knowledge Platforms, Life Cycle Assessment
Topics: arcgisjs, biodiversity, half-earth, deforestation, forest-monitoring, redux, climate, activeadmin

Nathan Vaughan nathan.vaughan@noaa.gov

OST Projects: 4
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: fisheries, fisheries-stock-assessment, stock-synthesis, latex, stock-assessment, noaa-nsap

Noam Ross noam.ross@gmail.com

OST Projects: 4
Categories: Biosphere, Climate Change, Hydrosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Climate Data Access and Visualization, Ocean and Hydrology Data Access, Terrestrial Wildlife
Topics: daily-data, daily-weather, data-access, global-data, gsod, historical-data, historical-weather, ncdc, ncei, weather and 54 more

Nicolas Noé nicolas@niconoe.eu

OST Projects: 4
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Citizen Science, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Knowledge Platforms, Terrestrial Wildlife
Topics: biodiversity, carbon-emissions, climate, climate-change, climate-data, climate-science, earth-science, energy-consumption, energy-data, ocean and 27 more

Dirk Eddelbuettel edd@debian.org

OST Projects: 4
Categories: Biosphere, Hydrosphere
Sub Categories: Forest Modeling and Analysis, Forest Observation and Management, Forest Remote Sensing, Ocean and Hydrology Data Access, Plants and Vegetation
Topics: oceanography, abundance, demography, dynamic, dynamics, ecology, fgeo, forestgeo, forests, habitat and 68 more

12rambau pierrick.rambaud49@gmail.com

OST Projects: 4
Categories: Biosphere
Sub Categories: Conservation and Restoration, Deforestation and Reforestation, Forest Observation and Management
Topics: biodiversity-scenario, co2-emissions, deforestation, deforestation-risk, forest-cover-change, ipbes, ipcc, land-use-change, protected-areas, redd and 30 more

jonnvega jonn.vega@gmail.com

OST Projects: 4
Categories: Biosphere, Natural Resources
Sub Categories: Deforestation and Reforestation, Forest Observation and Management, Soil and Land
Topics:

kellijohnson-NOAA kellijohnson-NOAA@users.noreply.github.com

OST Projects: 4
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: fisheries, stock-synthesis, noaa-nsap, stock-assessment, fisheries-stock-assessment

Peter van Lunteren petervanlunteren@Peters-MacBook-Pro-2.local

OST Projects: 4
Categories: Biosphere
Sub Categories: Terrestrial Animals, Terrestrial Wildlife
Topics: animals, annotation-tool, cameratraps, classifier-model, conservation, ecology, megadetector, yolov5, camera-traps, pytorch-wildlife and 8 more

javiabia weberjavi@gmail.com

OST Projects: 4
Categories: Biosphere, Industrial Ecology, Sustainable Development
Sub Categories: Conservation and Restoration, Knowledge Platforms, Life Cycle Assessment
Topics: arcgisjs, biodiversity, half-earth, climate, fishing, gfw, mapbox-gl-js, maplibre-gl-js, react-map-gl, cesium and 5 more

Ian Taylor ian.taylor@noaa.gov

OST Projects: 4
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: fisheries, stock-synthesis, fisheries-stock-assessment, latex, stock-assessment, noaa-nsap

Clemens Mosig clemens.mosig@uni-leipzig.de

OST Projects: 4
Categories: Biosphere
Sub Categories: Forest Remote Sensing
Topics: conservation, ecology, forest, tree-mapping

Rambaud Pierrick 12rambau@users.noreply.github.com

OST Projects: 4
Categories: Biosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Curated Lists, Data Catalogs and Interfaces, Forest Observation and Management
Topics: dataviz, modis, cloud-computing, geospatial-data, opan-data, open-access

Clément Prod'homme clementprdhomme@users.noreply.github.com

OST Projects: 4
Categories: Biosphere, Natural Resources, Sustainable Development
Sub Categories: Conservation and Restoration, Data Catalogs and Interfaces, Knowledge Platforms, Soil and Land
Topics: climate-change, food-security, soils, soils-revealed, water-quality, wri-api, climate

Scott Large slarge@users.noreply.github.com

OST Projects: 4
Categories: Biosphere, Sustainable Development
Sub Categories: Knowledge Platforms, Marine Life and Fishery
Topics: data-package, soe