Categories - Biosphere

Sub Categories

Topics

bioacoustics, fisheries, fish, species, biodiversity-informatics, gbif, species-distribution-modelling, marine-biology, biodiversity-data, birds, wildfire, deforestation, wildlife, traits, ebird, fisheries-stock-assessment, protected-areas, birdsong, animal-movement, camera-traps, inaturalist, spocc, movement-ecology, forests, biogeography, forest-inventory, stock-assessment, population-dynamics, fisheries-management, species-distribution-modeling, acoustic-monitoring, evolution, darwin-core, forest, forest-monitoring, phenology, stock-synthesis, bats, clip, deforestation-risk, reforestation, nomenclature, audio, species-interactions, dendrochronology, niche-modelling, wildfire-forecasting, las, biodiversity-indicators, ecology-modelling, megadetector, multimodal, obis, dendroecology, dynamic, image-annotation, spatial-ecology, salmon, animals, biodiversity-standards, globalfishingwatch, noaa-nsap, niche-modeling, camtrap-dp, conservation-ai, ecological-niche-modelling, landscape-connectivity, phylogeny, animal, biological-data, world, range-maps, vertnet, demography, plankton, iucn-red-list, dwc, epidemiology, birdnet, marine-species, vegetation-dynamics, insects, tree-rings, flnro, natural-history-collections, rcpp, spatial-modelling, protected-planet, forest-analysis, assessment, bird-migration, coral-reefs, geonature, species-sensitivity-distribution, whales, phylogenetic-diversity, forest-management, nature, phenocam, data-analysis-r, fia-database, knowledge-garden, esri-js, cffdrs, ecosystem-status-report, collections-management, wildlife-monitoring, space-time, fishing, portal, ek80, maxent, partitioning-diversity, spades, dolphins, national-phenology-network, germinate, dam, chemical-compounds, geonature-citizen, storacha, hut23-240, spatially-structured-validation, dynamic-factor-models, inventories, raspberry-pi-camera, torchvision, forest-loss, fish-population-dynamics, r-packages, raspberrypi, electrofishing, restoration, detectron2, biomonitoring, nexrad, plsr, benthic, openalea, noaa-fisheries, tomcat, accepted-names, sims, invasives, animal-tracking, 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, extinction, management-strategy-evaluation, functional-trait, marine-ecosystem, annotation-framework, prioritization, spatial-autocorrelation, ensemble-modelling, foundry, forest-fire, carbon-cycling, hmm, local-first, randomisations, offline-first, shad, 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, keycloak, networks, planktoscope, greenpill, rdark, 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, diversity, panoptic-segmentation, 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, fishing-vessels, video-annotation, permafrost-dynamics, fia-datamart, mechanistic, transport-equation, trade, coralnet, resolution, vegetation-period, ala-product-digivol, half-earth, annotation, migration, citizen, ecosystem-science, idigbio, ionic-framework, labeling-tool, rare-species, labels, physiology, 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, knowledge-guided-machine-learning, ala-product-biocollect, fire-dynamics, shiny-r, compliance-check, spatio-temporal-analysis, iucn, data-downloader, tmb, surveillance, corals, amazonia, points, species-observed, animal-detection, fire, acoustic-indices, enmeval, botanical, tdwg, sampling-effort, trait-based, niche-overlap, ecological-models, fgeo, meta-analysis, biodiverse, fmt, material-ui, fish-observations, picture, life, orcas, budworm, national-science-foundation, underwater-monitoring, realtime, aspe, aquaculture, ai-for-good, ecological-niche-modeling, bird-survey, active-learning, watering, sparse-linear-systems, outbreak, p2p, openplantpathology, chimps, data-mining, qsm, multidimensionality, describe, regen-coordination, tree-mortality, birdnet-pi, ordination, scenarios, eumetnet-opera, 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, spectrograms, herbarium, 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, rarity, cites, 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, gottesanbeterin, echosounder, 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, 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, integrated-framework, tracking-algorithm, 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, lsystem, macorinvertebrates, ais-data, spatiotemporal-dynamics, globi, als, functional-ecology, plant-soil-interaction, wsr-88d, taxonomic-resolution, indicators, growth, field-data-collection, citylab-berlin, fishing-effort, shifts, mantis, filecoin, cameratraps, estimator, conservation-prioritization, lsystem-plant-generator, genotypes, jerico-relevant, fspm, 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, 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, sound-pressure-level, diet, 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, fia, multivariate-timeseries, data-cubes, exif, perch, pollinators, 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, rbp, dynamics, plsr-modeling, biologging,

Projects

Global Biotic Interactions

Global Biotic Interactions provides access to existing species interaction datasets.

biodiversity bioinformatics biology diet diseases ecoinformatics ecology eol etl-framework food-webs globi parasites pollinators species-interactions

Biosphere - Biodiversity Data Access and Management - Last synced: 15 Aug 2026 - Ranking: -Infinity

Ichthtyop

A free Java tool designed to study the effects of physical and biological factors on ichthyoplankton dynamics.

Biosphere - Marine Life and Fishery - Last synced: 15 Aug 2026 - Ranking: -Infinity

ABAP

Code for downloading and working with data from the African Bird Atlas Project.

Biosphere - Avian Monitoring and Analysis - Last synced: 15 Aug 2026 - Ranking: -Infinity

DISPLACE_GUI

A Scientific Research Software for Spatial Fisheries and Natural Resource Management.

aquaculture bio-economics fisheries impact-assessment marine-resources marine-traffics ocean sustainability

Biosphere - Marine Life and Fishery - Last synced: 15 Aug 2026 - Ranking: -Infinity

WindNinja

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

Biosphere - Wildfire - Last synced: 15 Aug 2026 - Ranking: -Infinity

ALA4R

The Atlas of Living Australia provides tools to enable users of biodiversity information to find, access, combine and visualise data on Australian plants and animals.

ala ala-product-ala4r r

Biosphere - Biodiversity Data Access and Management - Last synced: 15 Aug 2026 - Ranking: -Infinity

ibis.iSDM

Provides a series of convenience functions to fit integrated Species Distribution Models.

bayesian biodiversity ecology integrated-framework poisson-process scenarios sdm spatial-grain spatial-predictions species-distribution-modelling

Biosphere - Species Distribution Modeling - Last synced: 15 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: 15 Aug 2026 - Ranking: -Infinity

RSP

Refining the Shortest Paths of animals tracked with acoustic transmitters in estuarine regions.

Biosphere - Marine Life and Fishery - Last synced: 15 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: 15 Aug 2026 - Ranking: -Infinity

Rprebasso

Predict the growth and carbon balance of the forest ecosystem.

Biosphere - Forest Modeling and Analysis - Last synced: 15 Aug 2026 - Ranking: -Infinity

galah

An R interface to biodiversity data hosted by the living atlases; a set of organisations that share a common codebase, and act as nodes of the Global Biodiversity Information Facility.

biodiversity biology ecology r rstats

Biosphere - Biodiversity Data Access and Management - Last synced: 15 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: 15 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: 15 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: 15 Aug 2026 - Ranking: -Infinity

Aqualink

A philanthropically funded system to help people manage their local marine ecosystems in the face of increasing Ocean temperatures.

climate-change environment nodejs react typescript

Biosphere - Marine Life and Fishery - Last synced: 15 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: 15 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: 15 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: 15 Aug 2026 - Ranking: -Infinity

rinat

R wrapper for iNaturalist APIs for accessing the observations.

inaturalist r r-package rstats spocc

Biosphere - Biodiversity Data Access and Management - Last synced: 15 Aug 2026 - Ranking: -Infinity

iNaturalist

Helps you identify the plants and animals around you.

Biosphere - Biodiversity Citizen Science - Last synced: 15 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: 15 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: 15 Aug 2026 - Ranking: -Infinity

ForestGapR

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

Biosphere - Forest Remote Sensing - Last synced: 15 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: 15 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: 15 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: 15 Aug 2026 - Ranking: -Infinity

Where to Work

A web-based application for solving complex conservation scenarios using concepts of systematic conservation planning.

cons-tech prz web-app

Biosphere - Conservation and Restoration - Last synced: 15 Aug 2026 - Ranking: -Infinity

Naturblick iOS

Identify plants and animals and learn more about nature in your city.

ai nature species-identification

Biosphere - Biodiversity Citizen Science - Last synced: 15 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: 15 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: 15 Aug 2026 - Ranking: -Infinity

WHOI HABhub Data Portal

Is being developed as a data access and visualization portal for the New England Harmful Algal Bloom Observing Network.

Biosphere - Marine Life and Fishery - Last synced: 15 Aug 2026 - Ranking: -Infinity

treeseg

Developed to near-automatically extract tree-level point clouds from high-density larger-area lidar point clouds acquired in forests.

Biosphere - Forest Remote Sensing - Last synced: 15 Aug 2026 - Ranking: -Infinity

Wildbook

Blends structured wildlife research with artificial intelligence, citizen science, and computer vision to speed population analysis and develop new insights to help fight extinction.

cloud conservation docker java nonprofit opensearch postgresql reactjs tomcat

Biosphere - Terrestrial Wildlife - Last synced: 15 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: 15 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: 15 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: 15 Aug 2026 - Ranking: -Infinity

NicheMapR

Modelling the thermodynamic constraints on life.

Biosphere - Ecological and Environmental Modeling - Last synced: 15 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: 15 Aug 2026 - Ranking: -Infinity

whoBIRD

Identify bird sounds in real time with this Android version of BirdNET, a Bird sound recognition for more than 6,000 species worldwide.

android-app artificial-intelligence birding birdnet birdsong

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 15 Aug 2026 - Ranking: -Infinity

monitoring-ecosystem-resilience

The focus is understanding vegetation patterns in semi-arid environments.

hut23 hut23-240

Biosphere - Plants and Vegetation - Last synced: 15 Aug 2026 - Ranking: -Infinity

OSMOSE

A multispecies and individual-based model which focuses on fish species.

Biosphere - Marine Life and Fishery - Last synced: 15 Aug 2026 - Ranking: -Infinity

dataaimsr

Australian Institute of Marine Science (AIMS) Data Platform API Client which provides easy access to AIMS Data Platform scientific data and information.

aims australia data marine monitoring sst weather

Biosphere - Marine Life and Fishery - Last synced: 15 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: 15 Aug 2026 - Ranking: -Infinity

Contributors

Harsh Vitra harshvitra@Harshs-MacBook-Pro.local

OST Projects: 2
Categories: Biosphere
Sub Categories: Conservation and Restoration, Deforestation and Reforestation
Topics: climate-change, plant, reforestation, trillion-trees, plant-trees, tree-planting

Daust Kiri.Daust@gov.bc.ca

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

Tasilee leebelbin@gmail.com

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

Vries pepijn.devries@wur.nl

OST Projects: 2
Categories: Biosphere, Hydrosphere
Sub Categories: Ecological and Environmental Modeling, Ocean and Hydrology Data Access
Topics:

amart amart@users.noreply.github.com

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

Yurt Page yurtpage@gmail.com

OST Projects: 2
Categories: Atmosphere, Biosphere
Sub Categories: Bioacoustics and Acoustic Data Analysis, Meteorological Observation and Forecast
Topics: android-app, birding, birdnet, birdsong

AFairbairn afairbairn85@googlemail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Biodiversity and Species Distribution
Topics: acoustic-monitoring, bioacoustics, birds, birdsong, bird, birdsong-recognition, stft, tkinter, xeno-canto

Evan Moritz emoritzx@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Biodiversity and Species Distribution
Topics: acoustic-monitoring, bioacoustics, birds, birdsong

Mikhail Zakharov mzakharo@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Biodiversity and Species Distribution
Topics: acoustic-monitoring, bioacoustics, birds, birdsong, apk, kivy, packaging

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

Mattk70 email@mattkirkland.co.uk

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Biodiversity and Species Distribution
Topics: acoustic-monitoring, bioacoustics, birds, birdsong

Andria Capai andria_capai@natural-solutions.eu

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Terrestrial Wildlife
Topics: biodiversity-catalogue, biodiversity-data, biodiversity-informatics, biodiversity-standards, geonature, opendata, wildlife, biodiversity, camera-traps, picture and 3 more

LimitlessGreen limitlessgreen@outlook.de

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Biodiversity and Species Distribution
Topics: acoustic-monitoring, bioacoustics, birds, birdsong, birdnet

Roy devedroy.dr@gmail.com

OST Projects: 2
Categories: Biosphere, Consumption
Sub Categories: Agriculture and Nutrition, Conservation and Restoration
Topics: environmental-monitoring, field-data-collection, field-survey, household-surveys, mobile-data-collection, natural-resources, offline-first, public-health, sustainability, android-app and 13 more

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

JoshOBrien joshmobrien@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Terrestrial Wildlife, Wildfire
Topics: landscape, landscape-ecology, gdal, geos, proj, skeleton, devtools

Jonathan "Duke" Leto jonathan@leto.net

OST Projects: 2
Categories: Biosphere, Consumption
Sub Categories: Agriculture and Nutrition, Biodiversity Data Access and Management
Topics: gardening, bioinformatics, bioperl, perl

Naomi-Fischer naomi_fischer@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 5 more

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

sammlapp sammlapp@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Bioacoustics and Acoustic Data Analysis, Biodiversity and Species Distribution
Topics: avian, bioacoustics, deeplearning

barbara-chaves barbarabarcellos90@gmail.com

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

Kelli.Johnson 1536491690@mil

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

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

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

Martí Bosch marti.bosch@epfl.ch

OST Projects: 2
Categories: Biosphere, Natural Resources
Sub Categories: Forest Observation and Management, Forest Remote Sensing, Soil and Land
Topics: tree-canopy, tree-detection, tree-pixels, land-change-analysis, landscape-ecology, landscape-metrics, calibration, natural-capital, simulated-annealing, urban-heat-islands and 16 more

istfer fer.istem@gmail.com

OST Projects: 2
Categories: Biosphere, Consumption
Sub Categories: Agriculture and Nutrition, Biodiversity and Species Distribution, Ecological and Environmental Modeling
Topics: cyberinfrastructure, data-assimilation, ecosystem-model, ecosystem-science, meta-analysis, national-science-foundation, pecan, plants, climate-data, climatology and 1 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

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

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

Michael Dales mwd24@cam.ac.uk

OST Projects: 2
Categories: Biosphere, Natural Resources
Sub Categories: Biodiversity Analysis and Metrics, Soil and Land
Topics: aoh, biodiversity, ecology, extinction, geospatial-data

allanhicks fishmanHicks@gmail.com

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

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

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

Wiliam Souza wiliam.alves@pucpr.edu.br

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Biodiversity and Species Distribution
Topics: acoustic-monitoring, bioacoustics, birds, birdsong

Dan Sheldon sheldon@cs.umass.edu

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Terrestrial Animals
Topics: bird-migration, birds, ebird, ecology, hmc, inference-algorithms, jax, mcmc, probabilistic-programming, pyro and 10 more

Troy Gruetzmacher tgruetzm@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Biodiversity and Species Distribution
Topics: acoustic-monitoring, bioacoustics, birds, birdsong

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

Chris Black chris@bodger.org

OST Projects: 2
Categories: Biosphere, Renewable Energy
Sub Categories: Bioenergy, Ecological and Environmental Modeling
Topics: agriculture, crops, ecosystem-models, pecan, phenotyping, plants, trait, visualisation, commonmark, converter and 12 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

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

Mathew Biddle mathew.biddle@noaa.gov

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Education
Topics: darwin-core, data-management, marine-biology, marine-data, obis, carpentries, data-carpentry, data-wrangling, ecology, english and 5 more

Nicky Nicolson nicky.nicolson@gmail.com

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Education, Plants and Vegetation
Topics: carpentries, data-carpentry, data-wrangling, ecology, english, lesson, stable, biodiversity-informatics, obsidian

Nicholas Clark nicholas.j.clark1214@gmail.com

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Ecological and Environmental Modeling, Education
Topics: boosted-trees, climate-change, ecology-modelling, graphical-models, markov-random-field, multivariate, network-analysis, brms, ecological-modelling, generalised-additive-models and 14 more

davharris harry491@gmail.com

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Education
Topics: changepoint, lda, parallel-tempering, portal, softmax, data-retrieval, hacktobefest, species, traits, carpentries and 7 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

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

Maxime Vergez maxime_vergez@natural-solutions.eu

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Biodiversity and Species Distribution, Terrestrial Wildlife
Topics: citizen-participation, citizen-science, geonature, geonature-citizen, wildlife, biodiversity-informatics, biodiversity-catalogue, biodiversity-data, biodiversity-standards, fauna and 6 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

KevSanchez kew.sanchez@gmail.com

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

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

Bruno Tremblay meztez@neoxone.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, arcpy, python-script, bcdc, citz

Mahony Colin.Mahony@gov.bc.ca

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

Ben Leung kaleung@microsoft.com

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

Josef Haupt josef.haupt@phil.tu-chemnitz.de

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Biodiversity and Species Distribution
Topics: acoustic-monitoring, bioacoustics, birds, birdsong

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

Max Mauermann max-mauermann@web.de

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Biodiversity and Species Distribution
Topics: acoustic-monitoring, bioacoustics, birds, birdsong

Li qli1@modex.bnl.gov

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity and Species Distribution, Ecological and Environmental Modeling, Forest Modeling and Analysis, Forest Observation and Management
Topics: cyberinfrastructure, data-assimilation, ecosystem-model, ecosystem-science, meta-analysis, national-science-foundation, pecan, plants

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

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

Tobey Carman tcarman2@alaska.edu

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity and Species Distribution, Ecological and Environmental Modeling, Plants and Vegetation
Topics: cyberinfrastructure, data-assimilation, ecosystem-model, ecosystem-science, meta-analysis, national-science-foundation, pecan, plants, carbon-cycling, ecosystem-modeling and 10 more

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

Elliot Saba staticfloat@gmail.com

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Biodiversity Analysis and Metrics, Biodiversity and Species Distribution, Climate Data Processing and Analysis
Topics: bias-correction, climate-analysis, climate-indices, climate-science, multiple-threads, netcdf-files, parallel-computing, biodiversity, diversity-measurement, ecology and 64 more

annie.enchakattu annie.enchakattu@gramener.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Terrestrial Animals, Terrestrial Wildlife
Topics: camera-traps, conservation, megadetector, pytorch-wildlife, wildlife, aiforearth, cameratraps, ecology, ai-for-good, bioacoustics and 7 more

lecrabe remi.dannunzio@gmail.com

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

Sam Pottinger sam.pottinger@berkeley.edu

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

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

Dženan Zukić dzenan.zukic@kitware.com

OST Projects: 2
Categories: Biosphere, Climate Change
Sub Categories: Climate Data Standards, Marine Life and Fishery
Topics: unidata, unidata-netcdf, annotation-framework, conservation, ecology, image-annotation, marine-biology, oceanography, video-analysis, video-analytics and 36 more

Dan denqwerta@gmail.com

OST Projects: 2
Categories: Biosphere, Consumption
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Mobility and Transportation
Topics: charger, eebus, emobility, ocpp, pv, semp, sunspec, wallbox, aes-256, background-removal and 35 more

Malin Pinsky malin.pinsky@gmail.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics: labwork, protocol, coral, dispersal, drift, genomics, hybridization, population, selection, biogeography and 8 more

Jordan Cook JWCook@users.noreply.github.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Biodiversity Data Cleaning and Standardization
Topics: rate-limiting, requests, dynamodb, webscraping, biodiversity, biodiversity-informatics, biodiversity-standards, dwc, gbif, biodiversity-data and 2 more

Jason Parham parham@wildme.org

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity and Species Distribution, Terrestrial Wildlife
Topics: conservation, nonprofit, tomcat

jessica needham jessiefneedham@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

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

runner runner@Mac-1498.local

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Marine Life and Fishery
Topics: aims, marine, sst, weather, earthengine, googleearthengine, spatial-analysis, spatial-data

Kiva Oken kiva.oken@gmail.com

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

Wild Me jason@wildme.org

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity and Species Distribution, Terrestrial Wildlife
Topics: conservation, nonprofit, tomcat, opensearch

CindyvdVries cindyvdvries@gmail.com

OST Projects: 2
Categories: Biosphere, Hydrosphere
Sub Categories: Biodiversity and Species Distribution, Ecological and Environmental Modeling, Ocean and Hydrology Data Access
Topics: ecological-modelling, environmental-modeling, environmental-modelling, hydrology, mapbox-gl-js, ogc-services, viewer

Ubuntu bcv_researcher@alfa1.vnhlf41xn1iunobjzwnj3sqaqc.bx.internal.cloudapp.net

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

Angeline Tillmanns Angeline.Tillmanns@gov.bc.ca

OST Projects: 2
Categories: Biosphere, Natural Resources
Sub Categories: Species Distribution Modeling, Water Supply and Quality
Topics: ecotoxicology, species-sensitivity-distribution, ssd, water-quality-guideline

frankinspace frankinspace@users.noreply.github.com

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

runner runner@Mac-1547.local

OST Projects: 2
Categories: Biosphere, Natural Resources
Sub Categories: Marine Life and Fishery, Water Supply, Water Supply and Quality
Topics: aims, marine, sst, weather, groundwater, groundwater-level

Thomas Maschler tmaschler@wri.org

OST Projects: 2
Categories: Biosphere
Sub Categories: Biomass, Forest Observation and Management
Topics: esri-js, gfw, datapipeline, api-server, etl-pipeline, metadata-api, vector-tiles, dockerhub-webhook, forest-atlas, geoprocessing and 12 more

Glenda gmyenni@users.noreply.github.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Ecological and Environmental Modeling
Topics: ecology, portal

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

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

Ryder Bergerud ryder.bergerud@gmail.com

OST Projects: 2
Categories: Biosphere, Energy Systems
Sub Categories: Biomass, Energy System Modeling Frameworks
Topics: citizen-science, civic-tech, community, humanity, non-profit, social-impact, sustainability, cbm-cfs3

Abigail Ferson aferson@eagles.bridgewater.edu

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

Matt Strimas-Mackey mstrimas@users.noreply.github.com

OST Projects: 2
Categories: Biosphere
Sub Categories: Avian Monitoring and Analysis, Conservation and Restoration
Topics: ebird, biodiversity, conservation, conservation-planner, prioritization

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

Максим Горпиніч gorpinicmaksim5@gmail.com

OST Projects: 2
Categories: Atmosphere, Biosphere
Sub Categories: Biodiversity Data Access and Management, Meteorological Observation and Forecast
Topics: biodiversity, collections-management, natural-history-collections

Daniela v-druizlopez@microsoft.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

Dongdong Kong kongdd@users.noreply.github.com

OST Projects: 2
Categories: Biosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Plants and Vegetation
Topics: phenology, dataviz, folium, geoparquet, geospatial-analysis, ipyleaflet, leafmap, plotly, solara, whiteboxtools

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

Brian O'Meara omeara.brian@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, phylogeny, phylogenetics

Ubuntu condor@condorvm.vby1cnsztnbubpoopriasnvbxa.jx.internal.cloudapp.net

OST Projects: 2
Categories: Biosphere
Sub Categories: Terrestrial Animals, Terrestrial Wildlife
Topics: camera-traps, conservation, megadetector, pytorch-wildlife, wildlife, cameratraps, ecology, ai-for-good, bioacoustics, biodiversity and 6 more

Dan Rademacher dan@inaturalist.org

OST Projects: 2
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science
Topics:

Default User user@ubuntu.localhost

OST Projects: 2
Categories: Biosphere
Sub Categories: Terrestrial Animals, Terrestrial Wildlife
Topics: camera-traps, conservation, megadetector, pytorch-wildlife, wildlife, aiforearth, cameratraps, ecology, ai-for-good, bioacoustics and 7 more

Ubuntu mallard@onemoremallard.5zrdgxxmlslenhl3jfsvnatlfg.jx.internal.cloudapp.net

OST Projects: 2
Categories: Biosphere
Sub Categories: Terrestrial Animals, Terrestrial Wildlife
Topics: camera-traps, conservation, megadetector, pytorch-wildlife, wildlife, cameratraps, ecology, ai-for-good, bioacoustics, biodiversity and 6 more

Ubuntu coyote@coyotevm.vby1cnsztnbubpoopriasnvbxa.jx.internal.cloudapp.net

OST Projects: 2
Categories: Biosphere
Sub Categories: Terrestrial Animals, Terrestrial Wildlife
Topics: camera-traps, conservation, megadetector, pytorch-wildlife, wildlife, aiforearth, cameratraps, ecology, ai-for-good, bioacoustics and 7 more