Categories - Biosphere

Sub Categories

Topics

bioacoustics, fisheries, fish, species, biodiversity-informatics, gbif, species-distribution-modelling, marine-biology, deforestation, wildfire, biodiversity-data, birds, wildlife, fisheries-stock-assessment, ebird, traits, biogeography, fisheries-management, birdsong, animal-movement, inaturalist, forests, camera-traps, spocc, movement-ecology, population-dynamics, forest-inventory, protected-areas, stock-assessment, species-distribution-modeling, acoustic-monitoring, evolution, darwin-core, forest, forest-monitoring, phenology, stock-synthesis, niche-modelling, bats, deforestation-risk, clip, reforestation, audio, nomenclature, species-interactions, dendrochronology, wildfire-forecasting, las, biodiversity-indicators, ecology-modelling, megadetector, flnro, multimodal, dendroecology, image-annotation, dynamic, spatial-ecology, salmon, conservation-ai, animals, globalfishingwatch, noaa-nsap, niche-modeling, camtrap-dp, biodiversity-standards, landscape-connectivity, ecological-niche-modelling, phylogeny, world, biological-data, animal, range-maps, vertnet, demography, plankton, iucn-red-list, dwc, epidemiology, birdnet, vegetation-dynamics, marine-species, obis, tree-rings, insects, rcpp, natural-history-collections, spatial-modelling, protected-planet, forest-analysis, assessment, bird-migration, coral-reefs, geonature, species-sensitivity-distribution, whales, phylogenetic-diversity, forest-management, phenocam, nature, data-analysis-r, fia-database, knowledge-garden, cffdrs, esri-js, ecosystem-status-report, wildlife-monitoring, collections-management, space-time, fishing, portal, ek80, maxent, partitioning-diversity, spades, dolphins, national-phenology-network, germinate, dam, chemical-compounds, geonature-citizen, storacha, spatially-structured-validation, hut23-240, dynamic-factor-models, inventories, raspberry-pi-camera, torchvision, forest-loss, raspberrypi, fish-population-dynamics, r-packages, electrofishing, restoration, detectron2, biomonitoring, nexrad, plsr, benthic, openalea, noaa-fisheries, tomcat, accepted-names, sims, animal-tracking, invasives, contributions-welcome, cbm-cfs3, satellites, speech-processing, openfisheries, bdc, ecoacoustics, species-occurrence, gbif-api, gui-application, SimRoot, animal-vocalizations, tunning, birdweather, plant-phenotyping, marine-wildlife-incidents, spectrogram, knowledge-guided, environmental-classification, bioassessment, lter-science, birding, marine-traffics, biodiversity-scenario, 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, management-strategy-evaluation, extinction, annotation-framework, marine-ecosystem, functional-trait, prioritization, spatial-autocorrelation, ensemble-modelling, foundry, forest-fire, carbon-cycling, hmm, local-first, randomisations, shad, offline-first, invasive-species, forest-disturbances, signal-processing, tree-segmentation, parasites, forest-planning, disturbance, disparity, video-processing, etl-framework, hard-limit, Functional Structural Plant model, widget, ecoregions, networks, keycloak, rdark, planktoscope, greenpill, prz, imageomics, vegetation-phenology, state-space, pedigree, instance-segmentation, individual-based, gaussian-process, ala, video-search, synonyms, hierarchical-keywords, fao-manual, laz, data-journalism, aims, diversity-mapping, representation-learning, fishr-website, marine-protected-areas, microscope-platform, iptc, ssd, public-science, pressure-sensor, water-quality-guideline, flr, 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, transport-equation, trade, coralnet, ala-product-digivol, vegetation-period, resolution, half-earth, annotation, migration, citizen, ecosystem-science, idigbio, ionic-framework, labeling-tool, rare-species, physiology, labels, conservation-planner, prefect, aeroecology, field-survey, palaeobiology, boreal, acoustic-signals, research-software, marine-data-analysis, windspeed, respiration, spatial-grain, freshwater, beta-diversity, vcmax, onnx, macroecology, poisson-process, semantic, forest-variables, alaska, wdpa, lidr, shinyapps, plantcv, ala-product-biocollect, knowledge-guided-machine-learning, spatio-temporal-analysis, fire-dynamics, iucn, compliance-check, shiny-r, data-downloader, tmb, surveillance, corals, amazonia, points, animal-detection, species-observed, fire, enmeval, acoustic-indices, botanical, tdwg, trait-based, sampling-effort, fgeo, ecological-models, niche-overlap, meta-analysis, fmt, biodiverse, 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, tree-mortality, birdnet-pi, ordination, eumetnet-opera, scenarios, country-iso-code, metapackage, object-detection-model, land-use-change, periphyton, abundance, p-model, collections, bioacoustic-analysis, earthenv, raspberry-pi-4, multi-agent-simulation, sapwood, wildlife-detection, Plant biology, herbarium, spectrograms, keypoint-detection, coral, object-store, localisation, fisheries-modelling, 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, leaf-functional-traits, videos, jurisdictional-and-nested-redd, soil-thermal-dynamics, jags, glmm, endangered-species, phylogenetic-trees, species-observations, biodiversity-monitoring, bcws, flags, impact-assessment, mediterranean, gottesanbeterin, echosounder, diseases, adaptive-spatio-temporal-exploratory-model, landscape-genetics, landscape-ecosystem-modelling, mechanistic-models, arcgisjs, edge-ai, hyperspectral-imaging, laser-scanning, fishbase, gfw, transitions, specimen, patches, forest-cover-change, leaf, animal-acoustic-signals, 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, tree-detection, sampling, streamline-analysis, tracking-algorithm, global-fishing-watch, integrated-framework, vocalizations, zero-shot-classification, joint-species-distribution-modelling, bison, command-line-interface, bien, trees, plsr-model, reconciliation, azfp, defoliators, annotation-tool, rcpparmadillo, gasexchange, behavior, macorinvertebrates, ais-data, lsystem, spatiotemporal-dynamics, globi, als, functional-ecology, wsr-88d, plant-soil-interaction, 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, fspm, cv, panoptes-platform, phenology-models, model-calibration, xmp, trillion-trees, phylogeography, lidar-point-cloud, species-turnover, sst, large-scale, diversity-measurement, cyberinfrastructure, tree-canopy, dgvm, rarefaction, zoology, forest-structure, phylodiversity, Root architecture, forest-conservation, herring, ornithology, groundfish, terrestrial-ecosystem-modeling, rgl, fire-effects, caribou, datalogger, spatial-graphs, hierarchy, spatial-predictions, react-leaflet, diet, sound-pressure-level, marine-turtles, tree-pixels, mechanistic-modelling, carbon-capture, scattering, maxent-models, fish-stocks, greenness-exposure, ala-product-ala4r, enram, phenology-modelling, tracking-by-detection, cpc, indivisual-based-modeling, occurrence, mapme, forestfire, cons-tech, species-distribution, tropical-forests, multivariate-timeseries, fia, data-cubes, exif, perch, pollinators, verified-carbon-standard, animal-communication, ecoengine, ipbes, model-tuning, ek60, journalism, vectorautoregression, tropical-forest, strandings, endemism, biohub, solidity, imaging, circuit-analysis, metric, biomass, microscope, spatial-cross-validation, plant-genetic-resources, rbp, dynamics, plsr-modeling, biologging,

Projects

ForesToolboxRS

Remote Sensing Tools for Forest Monitoring.

change-detection deforestation machine-learning remote-sensing

Biosphere - Forest Remote Sensing - Last synced: 10 Aug 2026 - Ranking: -Infinity

forestables

Read and uniformize forest inventories data from the FIA (USA forest inventory), FFI (France forest inventory) and IFN (Spain forest inventory).

forestry opendata r

Biosphere - Forest Observation and Management - Last synced: 10 Aug 2026 - Ranking: -Infinity

gfwr

R package for accessing data from Global Fishing Watch APIs.

ais ais-data api-wrapper globalfishingwatch mapping r

Biosphere - Marine Life and Fishery - Last synced: 10 Aug 2026 - Ranking: -Infinity

Pyronear Risks

The pyro-risks project aims at providing the pyronear-platform with a machine learning based wildfire forecasting capability.

python3 scikit-learn wildfire-forecasting

Biosphere - Wildfire - Last synced: 10 Aug 2026 - Ranking: -Infinity

CarbonViewer

R-shiny application for calculating peatland volume and carbon stock to support area planners and decision makers.

Biosphere - Biomass - Last synced: 10 Aug 2026 - Ranking: -Infinity

planktonr

R package that facilitates the download, analysis and visualisation of phytoplankton and zooplankton data.

Biosphere - Marine Life and Fishery - Last synced: 10 Aug 2026 - Ranking: -Infinity

carbon budget

This model maps gross greenhouse gas emissions from forests between 2001 and 2015, gross carbon removals by forests between 2001, and the difference between them (net flux).

Biosphere - Biomass - Last synced: 11 Aug 2026 - Ranking: -Infinity

Mangrove Atlas

An online platform that provides the remote sensing data and tools for monitoring mangroves.

Biosphere - Forest Observation and Management - Last synced: 11 Aug 2026 - Ranking: -Infinity

mermaidr

An open-source data platform developed to help you collect, analyze, and share coral reef monitoring data.

Biosphere - Marine Life and Fishery - Last synced: 10 Aug 2026 - Ranking: -Infinity

GSTI

A project focused on the development of generalized spectra-trait models for the prediction of leaf photosynthetic capacity. This includes models focused on the prediction of Vcmax, Jmax and dark respiration as well as leaf nitrogen, leaf mass per area, leaf water content.

gasexchange jmax leaf leaf-functional-traits physiology plsr plsr-model plsr-modeling rdark respiration spectra spectra-trait spectral vcmax

Biosphere - Plants and Vegetation - Last synced: 10 Aug 2026 - Ranking: -Infinity

bbsBayes2

An R Package for Hierarchical Bayesian Analysis of North American Breeding Bird Survey Data.

Biosphere - Avian Monitoring and Analysis - Last synced: 11 Aug 2026 - Ranking: -Infinity

shadia

An R package that was designed to run dam passage performance standard models for American shad and other herrings.

climate dam fish-passage fisheries herring hydropower individual-based management-strategy-evaluation r river shad watershed

Biosphere - Marine Life and Fishery - Last synced: 10 Aug 2026 - Ranking: -Infinity

PEcAn

The Predictive Ecosystem Analyzer is an integrated ecological bioinformatics toolbox.

bayesian cyberinfrastructure data-assimilation data-science ecosystem-model ecosystem-science forecasting meta-analysis national-science-foundation pecan plants r

Biosphere - Ecological and Environmental Modeling - Last synced: 10 Aug 2026 - Ranking: -Infinity

OpenSoundscape

A free and open source Python utility library analyzing bioacoustic data.

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 11 Aug 2026 - Ranking: -Infinity

BioDiversityHub BC

The source of British Columbia's species inventory data.

biodiversity biohub env express flnr flnro keycloak material-ui object-store openshift postgis postgresql react react-leaflet sims species wlrs

Biosphere - Biodiversity Data Access and Management - Last synced: 10 Aug 2026 - Ranking: -Infinity

dvm-dos-tem

A process based Dynamic Vegetation, Dynamic Organic Soil, Terrestrial Ecosystem Model.

arctic boreal carbon carbon-cycling cryosphere ecosystem-modeling fire-dynamics permafrost permafrost-dynamics soil-thermal-dynamics terrestrial-ecosystem-modeling vegetation-dynamics

Biosphere - Plants and Vegetation - Last synced: 11 Aug 2026 - Ranking: -Infinity

ITSMe

Provide easy to use functions to quickly obtain structural metrics from individual tree point clouds and their respective quantitative structure models.

Biosphere - Forest Modeling and Analysis - Last synced: 10 Aug 2026 - Ranking: -Infinity

Open Tree of Life

Constructs a comprehensive, dynamic and digitally-available tree of life by synthesizing published phylogenetic trees along with taxonomic data.

Biosphere - Biodiversity Data Access and Management - Last synced: 10 Aug 2026 - Ranking: -Infinity

dia

An R package for hosting code and data, and running the Atlantic salmon Dam Impact Analysis (DIA) model.

dam-impact-analysis dams fish r-packages salmon simulation

Biosphere - Marine Life and Fishery - Last synced: 10 Aug 2026 - Ranking: -Infinity

UDef-ARP

Facilitate implementation of the Verra tool, VT0007 Unplanned Deforestation Allocation.

deforestation geospatial geospatial-processing remote-sensing

Biosphere - Deforestation and Reforestation - Last synced: 10 Aug 2026 - Ranking: -Infinity

Arena

A cloud-based platform that enables fast, flexible setup and data entry for various field surveys, including biophysical, socio-economic, and biodiversity inventories.

forestry

Biosphere - Biodiversity Citizen Science - Last synced: 10 Aug 2026 - Ranking: -Infinity

FIREDpy

Classifying fire events from the Collection 6 MODIS Burned Area Product.

Biosphere - Wildfire - Last synced: 11 Aug 2026 - Ranking: -Infinity

PortalData

Provides access to a long-term study of a Chihuahuan desert ecosystem.

Biosphere - Biodiversity Data Access and Management - Last synced: 10 Aug 2026 - Ranking: -Infinity

naturecounts

R package to access data from the NatureCounts platform by Bird Studies Canada.

Biosphere - Avian Monitoring and Analysis - Last synced: 10 Aug 2026 - Ranking: -Infinity

rCAX

A collaborative process to efficiently share and provide access to standardized derived information, such as fish population-scale high-level indicators (HLIs) and supporting metrics.

noaa r-package rest-api salmon

Biosphere - Marine Life and Fishery - Last synced: 10 Aug 2026 - Ranking: -Infinity

aspe

An R package to analyse and visualise river fish data in France.

aspe dataset electrofishing fish france freshwater index map plot river sampling wfd

Biosphere - Marine Life and Fishery - Last synced: 10 Aug 2026 - Ranking: -Infinity

pacea

An R package of Pacific ecosystem information to help facilitate an ecosystem approach to fisheries management.

Biosphere - Marine Life and Fishery - Last synced: 11 Aug 2026 - Ranking: -Infinity

Rprebasso

Predict the growth and carbon balance of the forest ecosystem.

Biosphere - Forest Modeling and Analysis - Last synced: 10 Aug 2026 - Ranking: -Infinity

Green Goods

Measures, tracks, and rewards the impact on gardens with a simple Progressive Web App.

attestations collaboration community environment ethereum filecoin foundry greenpill ipfs knowledge-garden local-first p2p pwa regen-coordination solidity storacha tailwindcss typescript vite

Biosphere - Biodiversity Citizen Science - Last synced: 10 Aug 2026 - Ranking: -Infinity

Gottesanbeterin Gesucht

An interactive web application to track Mantis Religiosa sightings in Brandenburg.

brandenburg flask gottesanbeterin mantis mantis-religiosa nature open-data open-data-science opendata postgresql public-science

Biosphere - Biodiversity Citizen Science - Last synced: 10 Aug 2026 - Ranking: -Infinity

ForestGapR

An R Package for Airborne Laser Scanning-derived Tropical Forest Gaps Analysis.

Biosphere - Forest Remote Sensing - Last synced: 10 Aug 2026 - Ranking: -Infinity

portalcasting

Provides a model development, deployment, and evaluation system for forecasting how ecological systems change through time, with a focus on a widely used long-term study of mammal population and community dynamics.

ecology forecasting portal r r-package r-stats reproducible-research shiny workflow

Biosphere - Ecological and Environmental Modeling - Last synced: 10 Aug 2026 - Ranking: -Infinity

BirdNET-Go

Realtime BirdNET soundscape analyzer.

artificial-intelligence audio bats bioacoustics birdnet birdnet-pi birds birdweather contributions-welcome go golang linux perch raspberry-pi raspberrypi self-hosted tensorflow wildlife

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 10 Aug 2026 - Ranking: -Infinity

DigiVol

Harness the power of online volunteers to digitise biodiversity data that is locked up in biodiversity collections, field notebooks and survey sheets.

ala-product-digivol biodiversity

Biosphere - Biodiversity Citizen Science - Last synced: 10 Aug 2026 - Ranking: -Infinity

qgis2fds

Export terrain elevation, landuse, and georeferencing for computational fluid dynamics wildfire or atmospheric pollutants dispersion simulations.

Biosphere - Wildfire - Last synced: 10 Aug 2026 - Ranking: -Infinity

gfw-mapbuilder

A library to build custom Forest Atlas web applications.

esri-js gfw website

Biosphere - Forest Observation and Management - Last synced: 10 Aug 2026 - Ranking: -Infinity

etn

Provides functionality to access data from the European Tracking Network (ETN) database hosted by the Flanders Marine Institute (VLIZ) as part of the Flemish contribution to LifeWatch.

animal-movement animal-tracking biologging data-access fish lifewatch oscibio r r-package rstats

Biosphere - Marine Life and Fishery - Last synced: 10 Aug 2026 - Ranking: -Infinity

BIRDS

This set of tools has been developed for systematizing biodiversity data review in order to evaluate whether a set of species observation are fit-for-use and help take decisions upon its use on further analysis.

biodiversity-data biodiversity-informatics data-gaps gbif reported-species rstats sampling-effort species-observed

Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 10 Aug 2026 - Ranking: -Infinity

GeoNature-citizen

A free and Open Source web solution for citizen science projects for biodiversity data collection.

citizen-participation citizen-science geonature geonature-citizen wildlife

Biosphere - Biodiversity Citizen Science - Last synced: 11 Aug 2026 - Ranking: -Infinity

motus

An R package for processing automated radio telemetry data from Motus, an international collaborative research network that uses coordinated automated radio telemetry to facilitate research and education on the ecology and conservation of migratory animals.

bats birds insects science telemetry tracking

Biosphere - Avian Monitoring and Analysis - Last synced: 10 Aug 2026 - Ranking: -Infinity

Half Earth

Provides an interactive summary of progress toward Half-Earth goal, offered as a tool to help contextualise global datasets of biodiversity, human encroachment, and protection.

arcgisjs biodiversity half-earth reactjs

Biosphere - Conservation and Restoration - Last synced: 10 Aug 2026 - Ranking: -Infinity

worldpa

R interface to the World Database on Protected Areas.

protected-areas protected-planet r shapefile spatial world

Biosphere - Conservation and Restoration - Last synced: 10 Aug 2026 - Ranking: -Infinity

FMT

An open source forest management library that makes forest planning easier.

fmt forest-management forest-planning forestry optimization python-library r-package simulation

Biosphere - Forest Observation and Management - Last synced: 11 Aug 2026 - Ranking: -Infinity

phenor

The framework leverages measurements of vegetation phenology from four common phenology observation datasets combined with global retrospective and projected climate data.

model-calibration phenocam phenology-models r-package rstats vegetation-phenology

Biosphere - Plants and Vegetation - Last synced: 10 Aug 2026 - Ranking: -Infinity

Contributors

frankinspace frankinspace@users.noreply.github.com

OST Projects: 2
Categories: Biosphere, Hydrosphere
Sub Categories: Biomass, Ocean and Hydrology Data Access
Topics: tva

Sarah Gaichas sarah.gaichas@noaa.gov

OST Projects: 2
Categories: Biosphere
Sub Categories: Ecological and Environmental Modeling, Marine Life and Fishery
Topics: data-package, soe, mafmc, report, risk-assessment, presentation

Shijie Shu sshu3@illinois.edu

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Earth and Climate Modeling, Forest Modeling and Analysis, Forest Observation and Management
Topics: climate, climate-model, climate-science, e3sm, snl-applications

Greta greta.carrete@vizzuality.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Conservation and Restoration
Topics: arcgisjs, biodiversity, half-earth

Erik Escoffier me@erik.nz

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Forest Modeling and Analysis, Forest Observation and Management
Topics:

Javi Blanco javier_blanco@natural-solutions.eu

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Terrestrial Wildlife
Topics: biodiversity, deckgl, forgood, opendata, smart-city, tippecanoe, traefik, trees, camera-traps, picture and 1 more

Eric Scott ericrscott@arizona.edu

OST Projects: 2
Categories: Biosphere, Emissions
Sub Categories: Emission Observation and Modeling, Plants and Vegetation
Topics: ameriflux, carbon-flux, national-phenology-network, phenology, species

KevSanchez kew.sanchez@gmail.com

OST Projects: 2
Categories: Biosphere, Consumption
Sub Categories: Agriculture and Nutrition, Conservation and Restoration
Topics:

Sharla Gelfand sharla.gelfand@gmail.com

OST Projects: 2
Categories: Biosphere, Hydrosphere
Sub Categories: Freshwater and Hydrology, Marine Life and Fishery
Topics: climate, greece, hydrology, hydrometeorology, hydroscope, meteorological-data, meteorological-stations, tidy-data, water-resources, data-manipulation and 2 more

Anissa Agahchen anissa.agahchen@akimilabs.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Terrestrial Wildlife
Topics: biodiversity, biohub, flnr, flnro, keycloak, material-ui, object-store, openshift, react-leaflet, sims and 12 more

CeresBarros ceresvbarros@hotmail.com

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Climate Downscaling, Forest Modeling and Analysis, Forest Observation and Management
Topics: ecological-modelling, landscape-ecosystem-modelling, spades, landscape-ecology, simulation-modeling, climate-data, flnr, rstats-package

James Watmuff james@Jamess-MacBook-Pro.local

OST Projects: 2
Categories: Biosphere, Energy Systems
Sub Categories: Biodiversity and Species Distribution, Building Energy Monitoring, Terrestrial Wildlife
Topics: consumption, hacs, hue-lights, metering, power, virtual-sensors

Yilin Fang yilin.fang@pnnl.gov

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Earth and Climate Modeling, Forest Modeling and Analysis, Forest Observation and Management
Topics: climate, climate-model, climate-science, e3sm, snl-applications

Corey Farwell coreyf@rwell.org

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Biodiversity and Species Distribution
Topics: geos, bevy, egui, geo, wasm, world-files, geojson, stripe, stripe-sdk, flashcard and 62 more

Chris Grandin chris.grandin@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: fisheries, fisheries-stock-assessment, stock-synthesis

Yelena yelena.finegold@fao.org

OST Projects: 2
Categories: Biosphere
Sub Categories: Deforestation and Reforestation, Forest Observation and Management
Topics:

Sarah Lyons sarah@poissonconsulting.ca

OST Projects: 2
Categories: Biosphere
Sub Categories: Species Distribution Modeling, Terrestrial Wildlife
Topics: ecotoxicology, species-sensitivity-distribution

Nikolay Volik nvolik@gbif.org

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution
Topics: biodiversity-informatics, darwin-core, ala, gbif, issue-tracker, issues-only, living-atlases, pipelines, sensitive-data

Watson Joe.Watson@dfo-mpo.gc.ca

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity and Species Distribution, Marine Life and Fishery, Species Distribution Modeling
Topics: ecology, glmm, spatial-analysis, species-distribution-modelling, tmb

mdoering mdoering@gbif.org

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution
Topics: biodiversity-informatics, biodiversity, life, nomenclature, taxonomy, darwin-core

Alexandros Kokkalis alko@aqua.dtu.dk

OST Projects: 2
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: fisheries, stock-assessment, fisheries-management, fisheries-stock-assessment, spict, assessment, fao-manual, fish, fish-stocks

Allison Horst ahorst@ucsb.edu

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Conservation and Restoration, Terrestrial Animals
Topics: ecology, lter-science

rforge rforge rforge@rforge.net

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution
Topics: ala, ala-product-ala4r, biodiversity, biology, ecology

Dimitri dimitri.justeau@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity and Species Distribution, Conservation and Restoration, Species Distribution Modeling
Topics: constraint-optimisation-problem, constraint-programming, constraint-satisfaction-problem, constraint-solver, constraints, copr, csp

Alexander Zizka zizka.alexander@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution
Topics: conservation, conservation-prioritization, biodiversity, democracy, gbif

ktalbi khaled_talbi@hotmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Biodiversity Data Access and Management, Biodiversity and Species Distribution
Topics: citizen-participation, citizen-science, geonature, geonature-citizen, wildlife, biodiversity-informatics, biodiversity, nature, opendata

Peter Galante pgalante@amnh.org

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity and Species Distribution, Species Distribution Modeling
Topics:

maxwellCcook maxwell.cook@colorado.edu

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Education, Wildfire
Topics: incident-management, spatial-data, wildfire, wildfire-impacts, environmental-justice, esil, hyperspectral, imaging-spectroscopy, thermal, training

aurielfournier aurielfournier@gmail.com

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Analysis and Metrics, Education
Topics: ecology, teaching-data, carpentries, data-carpentry, data-wrangling, english, lesson, stable, estimation, lele and 14 more

ironholds ironholds@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution
Topics: biodiversity, biology, darwincore, nomenclature, taxize, taxonomy, tokenizer, geometry, wkt, sunlight-labs and 31 more

Arfon Smith arfon.smith@gmail.com

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Biodiversity Citizen Science, Climate Data Processing and Analysis
Topics: archives, citizen-science, climate, community, data-rescue, digitization, transcription, carpentries, data-carpentry, ecology and 25 more

SaraVarela svarela@paleobiogeography.org

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Analysis and Metrics, Biodiversity and Species Distribution, Species Distribution Modeling
Topics: environmental-variable, niche-modelling, species-distribution-modelling

daltonkell daltonkell13@gmail.com

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Climate Data Standards
Topics: darwin-core, data-management, marine-biology, marine-data, obis

Derek Roberts derek.roberts@gmail.com

OST Projects: 2
Categories: Biosphere, Natural Resources
Sub Categories: Water Supply, Water Supply and Quality, Wildfire
Topics: bcgov-csnr, groundwater-data, nrs, soil, bcgov, bcgov-wlrs, wlrs, flnr, lwrs, oracle and 38 more

colemonnahan monnahc@uw.edu

OST Projects: 2
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: fisheries, stock-synthesis, fisheries-stock-assessment

Kenneth Rawlings rawlink@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: audio-analysis, bioacoustics, inference, marine, marine-biology, orcas, realtime, whales

chenyangkang chenyangkang24@outlook.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Species Distribution Modeling
Topics: codeml, ecology, molecular-evolution, natural-selection, paml, selection, adaptive-spatio-temporal-exploratory-model, animal, animal-movement, biodiversity and 14 more

Andrew Sánchez Meador andrew.sanchezmeador@nau.edu

OST Projects: 2
Categories: Biosphere
Sub Categories: Forest Modeling and Analysis, Forest Observation and Management, Forest Remote Sensing
Topics: als, forestry, las, laz, lidar, point-cloud, ecology, forest-analysis, landscape-ecology, patches and 4 more

Luca Paolini lookap@gmail.com

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Curated Lists, Forest Observation and Management
Topics: catalog, community-datasets, geospatial-data, googleearthengine, open-datasets, audio-reactive, audio-reactive-lights, led, leds, teensy and 5 more

Arni Magnusson thisisarni@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: fisheries, stock-synthesis, fisheries-management, fisheries-stock-assessment, spict, tidy-data, latex, stock-assessment

Ethan Plunkett ethan@plunkettworks.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Terrestrial Animals
Topics: bird-migration, birds, ebird, ecology

Matt Strimas-Mackey mes335@cornell.edu

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Terrestrial Animals
Topics: birds, ebird

brycefrank bfrank70@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Forest Modeling and Analysis, Forest Observation and Management, Forest Remote Sensing
Topics: carbon, forest-inventory, forestry, las, lidar

danStich daniel.stich@oneonta.edu

OST Projects: 2
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: climate, dam, fish-passage, fisheries, herring, hydropower, individual-based, management-strategy-evaluation, river, shad and 13 more

Don Setiawan landung.setiawan@gmail.com

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Climate Data Standards, Marine Life and Fishery
Topics: acoustics, azfp, echosounder, ek60, ek80, ocean, sonar, zarr

Christophe Pradal christophe.pradal@inria.fr

OST Projects: 2
Categories: Biosphere, Consumption
Sub Categories: Agriculture and Nutrition, Plants and Vegetation
Topics: crop-model, program-transformation, source-to-source, transpiler, hmm, openalea, plant-architecture, strawberry, arabidopsis-thaliana, hydraulic-modeling and 13 more

Shubham Agarwal shubhamagarwal92@gmail.com

OST Projects: 2
Categories: Biosphere, Consumption
Sub Categories: Biodiversity and Species Distribution, Computation and Communication, Ecological and Environmental Modeling
Topics: cyberinfrastructure, data-assimilation, ecosystem-model, ecosystem-science, meta-analysis, national-science-foundation, pecan, plants, bert, flax and 10 more

Tomi P. Hakala tomi.hakala@pobox.fi

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Bioacoustics and Acoustic Data Analysis
Topics: audio, bioacoustics, birdnet, birdnet-pi, birds, birdweather, wildlife, acoustic-monitoring, birdsong, alpinejs and 8 more

Andrea Williams andrea.williams@gov.bc.ca

OST Projects: 2
Categories: Biosphere, Emissions
Sub Categories: Carbon Intensity and Accounting, Wildfire
Topics: flnr, bcws, cffdrs, dds, weather, wildfire, cas-ggircs

Kamil Filip kamil.filip94@gmail.com

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Conservation and Restoration, Knowledge Platforms
Topics: arcgisjs, biodiversity, half-earth, climate

Bruno Vilela bvilela@Brunos-MacBook-Pro.local

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Analysis and Metrics, Biodiversity and Species Distribution, Species Distribution Modeling
Topics:

barbara-chaves barbarabarcellos90@gmail.com

OST Projects: 2
Categories: Biosphere, Consumption
Sub Categories: Agriculture and Nutrition, Forest Observation and Management
Topics: activeadmin, climate, conservation

Marcos Longo mdplongo@gmail.com

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Earth and Climate Modeling, Forest Modeling and Analysis, Forest Observation and Management
Topics: climate, climate-model, climate-science, e3sm, snl-applications

Mike Dillon mike@embody.org

OST Projects: 2
Categories: Biosphere, Consumption
Sub Categories: Agriculture and Nutrition, Biodiversity Citizen Science, Biodiversity and Species Distribution
Topics: farming, gardening, plants, activejob, activerecord, mvc

Pierre Aumond pierre.aumond@ifsttar.fr

OST Projects: 2
Categories: Biosphere, Consumption
Sub Categories: Bioacoustics and Acoustic Data Analysis, Biodiversity and Species Distribution, Mobility and Transportation
Topics: acoustics, cnossos-eu, noise, noise-modelling, noise-propagation, pathfinder, pathfinding, propagation, sound-propagation, acoustic-indices and 8 more

Chris Guiterman chguiterman@email.arizona.edu

OST Projects: 2
Categories: Biosphere
Sub Categories: Forest Modeling and Analysis, Forest Observation and Management, Wildfire
Topics: dendrochronology, ecology, forestfire, plot, budworm, defoliators, dendroecology, disturbance, forests, insects and 2 more

barnabywalker barnaby.walker08@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:

Kiri kiridaust@gmail.com

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Climate Downscaling, Conservation and Restoration, Deforestation and Reforestation
Topics: flnr, shinyapps, climate-data, rstats-package, biogeoclimatic-ecosystem-classification, for, forestry

Jessica Needham jfneedham@n0000.scs00

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Earth and Climate Modeling, Forest Modeling and Analysis, Forest Observation and Management
Topics: cesm, climate, clm, ecosystem, hydrology, land, land-surface-model, ncar

Gavin Macaulay gavin@macaulay.co.nz

OST Projects: 2
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: acoustics, azfp, echosounder, ek60, ek80, ocean, sonar, zarr, backscatter, fisheries and 2 more

Dylan dhalpern@uchicago.edu

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity and Species Distribution, Forest Observation and Management, Knowledge Platforms
Topics: climate-change, decarbonization, gatsby, ecology, forestry, urban-planning, california, community-data, environmental-health, pesticides and 1 more

Miguel Mendoza info@miguelmendoza.dj

OST Projects: 2
Categories: Biosphere, Consumption
Sub Categories: Agriculture and Nutrition, Forest Observation and Management
Topics: bigdata, climate-change, conservation, resilience, sustainability, deforestation, forest-monitoring, redux

Timothée Poisot timothee.poisot@uqar.ca

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Marine Life and Fishery
Topics: biodiversity, biology, darwincore, nomenclature, taxize, taxonomy, fish, fishbase

Asa Strong astrong@wri.org

OST Projects: 2
Categories: Biosphere
Sub Categories: Forest Observation and Management
Topics: esri-js, gfw, deforestation, forest-monitoring, redux

Justin Walgran jwalgran@azavea.com

OST Projects: 2
Categories: Biosphere, Natural Resources
Sub Categories: Forest Observation and Management, Water Supply, Water Supply and Quality
Topics: civic-apps-team, hydrology, stormwater, watersheds, opensearch, datamade, de-duplicating, dedupe, dedupe-library, entity-resolution and 2 more

Jordan Cook jordan.cook@pioneer.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Biodiversity and Species Distribution
Topics: biodiversity, biodiversity-data, biodiversity-informatics, citizen-science, inaturalist, darwin-core, dwc, exif, hierarchical-keywords, iptc and 24 more

Andre Felipe Alves de Andrade andrefaandrade@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Analysis and Metrics, Biodiversity and Species Distribution, Species Distribution Modeling
Topics: ecological-niche-modelling, ensemble-modelling, model-fit-for-purpose, model-tuning, spatial-ecology, spatially-structured-validation, species-distribution-modelling

Duncan Murdoch murdoch.duncan@gmail.com

OST Projects: 2
Categories: Biosphere, Consumption
Sub Categories: Buildings and Heating, Forest Observation and Management, Forest Remote Sensing
Topics: energy-simulation, energyplus, energyplus-models, eplus, epw, idd, idf, parametric-simulation, r6, als and 44 more

Ben Weinstein bw4sz@users.noreply.github.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Forest Remote Sensing
Topics:

Adam M. Wilson adamw@buffalo.edu

OST Projects: 2
Categories: Biosphere
Sub Categories: Conservation and Restoration
Topics:

Adriaan Dokter adriaandokter@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Terrestrial Animals
Topics: aeroecology, enram, eumetnet-opera, lifewatch, movement-ecology, nexrad, oscibio, radar, weather-radar, wsr-88d and 4 more

Eli Holmes eli.holmes@noaa.gov

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Education, Marine Life and Fishery
Topics: open-science, quarto, quartopub, noaa, quarto-template, nmfsopensci-templates, website-template, nwfsc-cb, nwfsc-cb-mathbio, salmon and 3 more

Bruno Tremblay bruno.tremblay@lacapitale.com

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Climate Downscaling, Conservation and Restoration, Deforestation and Reforestation
Topics: flnr, shinyapps, climate-data, rstats-package, custom-element, open-api, openapi3, rapidoc, swagger-ui

Peter Abrahamsen rainhead@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution
Topics: biodiversity, bioinformatics, nomenclature

Volodymyr Trotsiuk vtrotsiuk@gmail.com

OST Projects: 2
Categories: Biosphere, Natural Resources
Sub Categories: Forest Modeling and Analysis, Forest Observation and Management, Soil and Land
Topics: evapotranspiration, waterbalance, waterflux

Adam Larson adam@fairscope.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: citizen, citizen-science, imaging, microscope, microscope-platform, microscopy, ocean, oceanography, plankton, planktoscope and 3 more

Kevin Cazelles kevcaz@protonmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Terrestrial Wildlife
Topics: blog, computational-ecology, ecology, rmarkdown, cites, endangered-species, trade

Erik Escoffier erik@developmentseed.org

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Forest Modeling and Analysis, Forest Observation and Management
Topics:

Geoff Ower gdower@illinois.edu

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution
Topics: biodiversity, biodiversity-informatics, collections, describe, evolution, life, nomenclature, species, taxonomy, informatics and 16 more

Don Turner dturner@users.noreply.github.com

OST Projects: 2
Categories: Biosphere, Energy Systems
Sub Categories: Building Energy Monitoring, Conservation and Restoration
Topics: environmental-monitoring, field-data-collection, field-survey, household-surveys, mobile-data-collection, natural-resources, offline-first, public-health, sustainability, emoncms and 1 more

Jessica F Needham need138@compy-e.pnl.gov

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Earth and Climate Modeling, Forest Modeling and Analysis, Forest Observation and Management
Topics: climate, climate-model, climate-science, e3sm, snl-applications

Gregory Lemieux gregory.lemieux@gmail.gov

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Earth and Climate Modeling, Forest Modeling and Analysis, Forest Observation and Management
Topics: climate, climate-model, climate-science, e3sm, snl-applications

Volodymyr Trotsiuk volodymyr.trotsiuk@wsl.ch

OST Projects: 2
Categories: Biosphere, Natural Resources
Sub Categories: Forest Modeling and Analysis, Forest Observation and Management, Soil and Land
Topics: evapotranspiration, waterbalance, waterflux

adivi adivittorio@lbl.gov

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Earth and Climate Modeling, Forest Modeling and Analysis, Forest Observation and Management
Topics: gcam, lulc, climate, climate-model, climate-science, e3sm, snl-applications

Kamil Filip kamil.filip@vizzuality.com

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Conservation and Restoration, Knowledge Platforms
Topics: arcgisjs, biodiversity, half-earth, climate

Sundar Sripada V. S. sundarsripada26@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Terrestrial Wildlife
Topics: camera-traps, conservation, megadetector, pytorch-wildlife, wildlife, ai-for-good, bioacoustics, biodiversity, conservation-ai, ecology and 5 more

edisz eduardszoecs@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Ecological and Environmental Modeling
Topics: biodiversity, biology, darwincore, nomenclature, taxize, taxonomy, ecological-modelling, ecology, ordination, shiny-modules

Sybrand Strauss sybrand.strauss@gmail.com

OST Projects: 2
Categories: Biosphere, Natural Resources
Sub Categories: Water Supply and Quality, Wildfire
Topics: amateur-radio, geolocation, maidenhead, flnr, psu, bcws, cffdrs, dds, weather, wildfire and 2 more

adrifoster adrifost@ucar.edu

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Earth and Climate Modeling, Forest Modeling and Analysis, Forest Observation and Management
Topics: cesm, climate, clm, ecosystem, hydrology, land, land-surface-model, ncar, community, datamodeling and 1 more

Brett Johnson brett.johnson@hakai.org

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Curated Lists
Topics: cc0, erddap, lists, resources, darwin-core, data-management, marine-biology, marine-data, obis, noaa-data

tejakattenborn teja.kattenborn@geosense.uni-freiburg.de

OST Projects: 2
Categories: Biosphere
Sub Categories: Forest Remote Sensing
Topics: forest-monitoring, research-software, tree-mortality

A Samuel Pottinger sampottinger@users.noreply.github.com

OST Projects: 2
Categories: Biosphere, Industrial Ecology
Sub Categories: Circular Economy and Waste, Marine Life and Fishery
Topics: biodiversity, biology, fish, fisheries, noaa

Rovellotti olivier_rovellotti@natural-solutions.eu

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Biodiversity Data Access and Management, Biodiversity and Species Distribution
Topics: citizen-participation, citizen-science, geonature, geonature-citizen, wildlife, biodiversity, deckgl, forgood, opendata, smart-city and 8 more

Hugo Gruson hugo.gruson@protonmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Analysis and Metrics, Biodiversity Data Access and Management, Biodiversity and Species Distribution
Topics: biodiversity, taxonomy, biodiversity-indicators, biodiversity-informatics, functional-diversity, functional-ecology, functional-trait, functional-traits, trait, trait-based and 23 more

Jonas Viehweger jonas.viehweger@rwth-aachen.de

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Forest Remote Sensing
Topics: gdal, rasterio, anomalies-detection, forest-disturbances, sentinel-2, earth-observation, sentinel-hub

florianhartig florianhartig@users.noreply.github.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Ecological and Environmental Modeling, Forest Modeling and Analysis
Topics: biodiversity, ecology, evolution, mechanistic

Daniel Pickens dpickens@microsoft.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: audio-analysis, bioacoustics, inference, marine, marine-biology, orcas, realtime, whales

Prakruti Gogia Prakruti.Gogia@microsoft.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: audio-analysis, bioacoustics, inference, marine, marine-biology, orcas, realtime, whales

Shandiya Balasubramaniam shandiyab@gmail.com

OST Projects: 2
Categories: Atmosphere, Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Meteorological Observation and Forecast
Topics: environment-canada, weather-data, weather-downloader, biodiversity, biology, ecology

Dominik Schneider dschneiderch@users.noreply.github.com

OST Projects: 2
Categories: Biosphere, Cryosphere
Sub Categories: Plants and Vegetation, Snow and Permafrost
Topics: climate-data, data-retrieval, precipitation-data, snotel, snow, bioinformatics, image-analysis, plant-phenotyping, plantcv