Categories - Biosphere
Sub Categories
- Biodiversity Data Access and Management - 29 projects
- Forest Remote Sensing - 31 projects
- Wildfire - 21 projects
- Ecological and Environmental Modeling - 11 projects
- Biomass - 10 projects
- Biodiversity Citizen Science - 10 projects
- Forest Modeling and Analysis - 16 projects
- Biodiversity Data Cleaning and Standardization - 8 projects
- Deforestation and Reforestation - 16 projects
- Bioacoustics and Acoustic Data Analysis - 14 projects
- Forest Observation and Management - 21 projects
- Species Distribution Modeling - 19 projects
- Terrestrial Wildlife - 18 projects
- Marine Life and Fishery - 63 projects
- Avian Monitoring and Analysis - 15 projects
- Conservation and Restoration - 19 projects
- Biodiversity Analysis and Metrics - 20 projects
- Plants and Vegetation - 24 projects
Topics
bioacoustics, fisheries, fish, species, biodiversity-informatics, wildlife, birds, wildfire, biodiversity-data, gbif, marine-biology, deforestation, protected-areas, species-distribution-modelling, traits, ebird, biogeography, fisheries-management, forest-inventory, forests, reforestation, deforestation-risk, birdsong, forest, fisheries-stock-assessment, stock-synthesis, population-dynamics, stock-assessment, niche-modelling, acoustic-monitoring, dendrochronology, spocc, inaturalist, taxize, wildfire-forecasting, bioinformatics, animal-movement, movement-ecology, nomenclature, las, phenology, camera-traps, assessment, darwin-core, niche-modeling, clip, animals, evolution, dynamic, demography, nature, dwc, biodiversity-standards, world, protected-planet, laser-scanning, phylogenetic-diversity, globalfishingwatch, species-sensitivity-distribution, landscape-connectivity, ecological-niche-modelling, species-distribution-modeling, plankton, life, tree-rings, dendroecology, animal, flnro, noaa-nsap, vegetation-period, forest-monitoring, species-interactions, trees, marine-species, biodiversity-monitoring, vegetation-dynamics, salmon, phylogeny, forest-management, megadetector, birdnet, bird-migration, spatial-autocorrelation, obis, ecology-modelling, spatial-modelling, roads, redd, biodiversity-scenario, phenocam, land-use-change, vertnet, tropical-forests, insects, ipbes, forest-cover-change, firms, journalism, satellites, wildfires, ranking, trillion-trees, collections, describe, land-unit, data-journalism, shiny-r, greenness-exposure, partitioning-diversity, diversity-measurement, portal, ranking-tool, resource-assessment, ecological-niche-modeling, cumulative-impacts, soil-quality-degradation, verified-carbon-standard, ssurgo, invasives, spatiotemporal-dynamics, prefect, asprs, openlayers, fishing-vessels, fishing, outbreak, disturbance, defoliators, budworm, sst, digital-forestry-toolbox, aims, spatially-structured-validation, spatial-ecology, model-tuning, model-fit-for-purpose, ensemble-modelling, octave, biologging, animal-tracking, cart, mechanistic-models, conservation-assessment-ranking, restoration, conservation-practices, intrinsic-soil-properties, marine-resources, impact-assessment, bio-economics, aquaculture, prz, cons-tech, epidemiology, ecosystem-simulation, rarefaction, raspberrypi, htmx, help-wanted, first-issue, contributions-welcome, birdweather, birdnet-pi, audio, alpinejs, lter-science, national-science-foundation, meta-analysis, ecosystem-science, cyberinfrastructure, spades, landscape-ecosystem-modelling, vocalizations, jurisdictional-and-nested-redd, forest-conservation, fishbase, video-search, video-annotation, video-analytics, video-analysis, usda-nrcs, image-annotation, annotation-framework, crowns, forest-loss, compliance-check, openplantpathology, onnx, keypoint-detection, sound, cbm-cfs3, transitions, shifts, points, indicators, critical, catastrophic, tidymodels, marine-traffics, fishr-website, eumetnet-opera, mapme, nexrad, prioritization, wsr-88d, bioclim, chelsa, earthenv, tomcat, aspe, conservation-planner, detectron2, electrofishing, sound-pressure-level, signal-processing, ecoacoustics, freshwater, acoustic-indices, invasive-species, strandings, marine-wildlife-incidents, marine-turtles, conservation-bio, sampling, openfisheries, global-fishing-watch, bcws, pollinators, parasites, globi, food-webs, audio-analysis, etl-framework, eol, diseases, diet, wlrs, inference, sims, orcas, react-leaflet, openshift, realtime, object-store, whales, material-ui, keycloak, biohub, sonar, ek80, aeroecology, enram, ek60, echosounder, azfp, size-structure, marine-ecosystem, cffdrs, fish-population-dynamics, scattering, species-identification, fire, half-earth, adaptive-spatio-temporal-exploratory-model, arcgisjs, active-learning, gfw, esri-js, iucn-red-list, iucn, tmb, bird-survey, glmm, land-surface-phenology, movement, jags, geospatial-processing, knowledge-guided-machine-learning, ornithology, imageomics, spatio-temporal-analysis, ionic-framework, fishing-effort, wfd, fisheries-research, yolov5, pytorch-wildlife, classifier-model, cameratraps, annotation-tool, marine-protected-areas, public-health, offline-first, mobile-data-collection, exif, hierarchical-keywords, iptc, xmp, household-surveys, field-survey, field-data-collection, watering, animal-acoustic-signals, spectrogram, citylab-berlin, municipality, datazoom, amazonia, transport-equation, streamline-analysis, torchvision, speech-processing, spectrograms, bioacoustic-analysis, animal-vocalizations, animal-communication, natural-hazard, plant-physiology, maxent, public-science, mantis-religiosa, mantis, gottesanbeterin, brandenburg, camtrap-dp, tropical-forest, hyperspectral-imaging, diversity-mapping, tree-mapping, wdpa, country-iso-code, plugins, interactive-visualization, desktop-application, species-turnover, randomisations, phylogeography, forestfire, rcpp, qsm, forest-analysis, caribou, solidity, smart-contracts, ipfs, greenpill, foundry, attestations, p-model, growth, dgvm, r-packages, dam-impact-analysis, range-maps, botanical, bien, forest-planning, fmt, canopy-height-models, shinyapps, birding, environmental-modeling, tunning, maxent-models, enmeval, species-occurrence, occurrence, idigbio, ecoengine, bison, antweb, spatial-predictions, spatial-grain, scenarios, poisson-process, integrated-framework, continuous-integration, carbon-capture-sequestration, plant-trees, plant-genetic-resources, phenotypes, pedigree, germinate, genotypes, genetics, chemical-compounds, rbp, periphyton, metric, macorinvertebrates, biomonitoring, bioassessment, benthic, phylogenetic-trees, phylodiversity, endemism, biodiverse, beta-diversity, noaa-fisheries, groundfish, alaska, bats, ala-product-ala4r, ala, SimRoot, Root architecture, Plant biology, Nutrient uptake, Functional Structural Plant model, vegetation-phenology, phenology-models, model-calibration, species-observed, sampling-effort, reported-species, data-gaps, avian, phenology-modelling, phenocam-data, specimen, hut23-240, ala-product-digivol, tree-pixels, tree-detection, tree-canopy, national-phenology-network, stream-network, fiss, fish-observations, metapackage, habitat, forestgeo, fgeo, dynamics, abundance, tdwg, fish-stocks, fao-manual, terrestrial-ecosystem-modeling, soil-thermal-dynamics, permafrost-dynamics, fire-dynamics, carbon-cycling, boreal, spatial-graphs, habitat-connectivity, mediterranean, windspeed, tracker, shad, management-strategy-evaluation, individual-based, herring, fish-passage, dam, ecosystem-status-report, ais-data, ais, niche-overlap, gui-application, zero-shot-classification, rare-species, multimodal, data-analysis-r, plantcv, plant-phenotyping, water-quality-guideline, ssd, laz, als, fire-effects, biomass, geonature-citizen, geonature, conservation-prioritization, jerico-relevant, biological-data, trait-based, functional-traits, functional-trait, functional-ecology, functional-diversity, biodiversity-indicators, behavior, acoustic-signals, trade, endangered-species, cites, color-palette, flr, fisheries-modelling, zoology, cnpq, lidar-point-cloud, rarity, ecological-models, surveillance, networks, space-time, inventories, forest-variables, fia-datamart, fia-database, fia, compute-estimates, pressure-sensor, migration, geolocator, datalogger, estimator, entropy-partitioning, diversity, picture, raspberry-pi-camera, raspberry-pi-4, planktoscope, microscopy, microscope-platform, microscope, imaging, citizen, sapwood, forest-disturbances, anomalies-detection, hmm, hidden-markov-model, pharo, multi-agent-systems, multi-agent-simulation, indivisual-based-modeling, resolution, reconciliation, bdc,
Projects
Contributors
Ubuntu [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biomass
Topics:
Ubuntu [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biomass
Topics:
Ubuntu [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biomass
Topics:
Ubuntu [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biomass
Topics:
Ubuntu [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biomass
Topics:
Ubuntu [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biomass
Topics:
Rainer Stuetz [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Modeling and Analysis, Forest Observation and Management
Topics:
abundance, demography, dynamic, dynamics, ecology, fgeo, forestgeo, forests, habitat, metapackage and 1 more
echyam [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biomass
Topics:
Sujen Shah [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biomass
Topics:
unknown [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
ecosystem-model, fish-population-dynamics, fisheries, fisheries-management, marine-ecosystem, population-dynamics, size-structure, species-interactions, transport-equation
drfinlayscott finlay@somewhere
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
ecosystem-model, fish-population-dynamics, fisheries, fisheries-management, marine-ecosystem, population-dynamics, size-structure, species-interactions, transport-equation
bsatoriu [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biomass
Topics:
rubenvalpue [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Observation and Management, Forest Remote Sensing
Topics:
atkinsjeff [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Observation and Management, Forest Remote Sensing
Topics:
ecology, ecosystem, forestry, power-law, scaling
Rubén Valbuena [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Observation and Management, Forest Remote Sensing
Topics:
Attilio Benini [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Observation and Management, Forest Remote Sensing
Topics:
namratam [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biomass
Topics:
Malarout [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biomass
Topics:
Anil Natha [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biomass
Topics:
TonHai1111 [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biomass
Topics:
Jamison French [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biomass
Topics:
stac
ejcunningham [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biodiversity and Species Distribution, Terrestrial Wildlife
Topics:
Howard L Frederick [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biodiversity and Species Distribution, Terrestrial Wildlife
Topics:
m-giraud [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
Daniel Leitner [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
scelmendorf [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
model-calibration, phenocam, phenology-models, vegetation-phenology, data-skills, ecology, neon
Koen Hufkens [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
model-calibration, phenocam, phenology-models, vegetation-phenology
Alison K Post [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
model-calibration, phenocam, phenology-models, vegetation-phenology
dabasler [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
model-calibration, phenocam, phenology-models, vegetation-phenology
Daniel Leitner [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
Andrea Schnepf [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
Andrea Schnepf [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
Dirk Helmrich [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
magdalena [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
deepanshukhare [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
Arnaud Bouvry [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
Sibghat Ullah [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
Adrien Heymans [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
Daniel Leitner [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
Deepanshu Khare [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
Dirk Helmrich [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
Mona Giraud [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
Daniel Falster [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
plants, traits, ecology
runner [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
plants, traits
runner [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
plants, traits
runner [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
plants, traits
runner [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
plants, traits
Dax Kellie [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution
Topics:
Fonti Kar [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
plants, traits, allometric-lines, inference, pkgdown, rpackage
Dony Indiarto [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
plants, traits
shtepan [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
Angie [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Biodiversity and Species Distribution
Topics:
Nick McConnell [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Biodiversity and Species Distribution
Topics:
oliviatorresan [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution
Topics:
Johannes Klein [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Biodiversity and Species Distribution
Topics:
app-framework, expo, native-apps, universal, biodiversity, democracy, gbif
budowski [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Biodiversity and Species Distribution
Topics:
Chris [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Biodiversity and Species Distribution
Topics:
Merhawit Gubsa [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biodiversity Citizen Science, Biodiversity and Species Distribution
Topics:
cjwaite23 [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution
Topics:
John Iacona [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Plants and Vegetation
Topics:
zoekitchel [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
Malin Pinsky [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
Laurene Pecuchet [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
Christopher Anderson [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biodiversity and Species Distribution, Species Distribution Modeling
Topics:
biodiversity-informatics, biogeography, maxent, niche-modelling, species-distribution-modelling
Clay [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
ocean-colour
Clay [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
Scott Bruce [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
Default Seadas User seadas-user@localhost
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
cdat, coastwatch-utilities, install4j, noaa-coastwatch, aws-s3, ogc, training-data
Jeff Cullis [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
pverley pverley@45b28200-7c74-4d1a-96bc-342942c5875a
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
barrier.n barrier.n@45b28200-7c74-4d1a-96bc-342942c5875a
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
CriscelyLP [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
barrier barrier@45b28200-7c74-4d1a-96bc-342942c5875a
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
roliveros-ramos [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
ecological-modelling, fisheries, population-biology, sharks
amorell amorell@45b28200-7c74-4d1a-96bc-342942c5875a
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
albouy albouy@45b28200-7c74-4d1a-96bc-342942c5875a
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
Wencheng Lau-Medrano [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
morgane morgane@45b28200-7c74-4d1a-96bc-342942c5875a
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
alaiam [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
Morell [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
fraile fraile@45b28200-7c74-4d1a-96bc-342942c5875a
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
yjshin yjshin@45b28200-7c74-4d1a-96bc-342942c5875a
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
MichaelMobius [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
Hanna Schenk [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Marine Life and Fishery
Topics:
nlang [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Modeling and Analysis, Forest Observation and Management
Topics:
canopy-height-models, ensemble, gedi, sentinel-2, uncertainty, 1d-cnn, 1d-convolution, bayesian-deep-learning, convolutional-neural-networks, deep-ensembles and 2 more
Nico Lang [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Modeling and Analysis, Forest Observation and Management
Topics:
canopy-height-models, ensemble, gedi, sentinel-2, uncertainty
Paco [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Modeling and Analysis, Forest Observation and Management
Topics:
carbon, forest-inventory, forestry
agmacpha [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Bioacoustics and Acoustic Data Analysis, Biodiversity and Species Distribution
Topics:
bioacoustics, biodiversity-data
ecknight [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Bioacoustics and Acoustic Data Analysis, Biodiversity and Species Distribution
Topics:
bioacoustics, biodiversity-data, species-distribution-models
LashaO [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Biodiversity and Species Distribution, Terrestrial Wildlife
Topics:
lazyoracle [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Wildfire
Topics:
earth-observation, wildfire-forecasting
lazyoracle contact@anuragsaharoy@me
OST Projects: 1
Categories: Biosphere
Sub Categories: Wildfire
Topics:
earth-observation, wildfire-forecasting
Adrián Pérez [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Observation and Management
Topics:
deforestation, forest-monitoring
Pedro Garcia [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Observation and Management
Topics:
deforestation, forest-monitoring
Alyssa Westerman [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Observation and Management
Topics:
deforestation, forest-monitoring
Hector [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Observation and Management
Topics:
deforestation, forest-monitoring, gfw, gfw-fires
dcano [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Observation and Management
Topics:
deforestation, forest-monitoring
Hector Vizzuality [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Observation and Management
Topics:
deforestation, forest-monitoring
Miguel Barrenechea Sánchez [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Observation and Management
Topics:
deforestation, forest-monitoring
David Inga [email protected]
OST Projects: 1
Categories: Biosphere
Sub Categories: Forest Observation and Management
Topics:
deforestation, forest-monitoring