Categories - Natural Resources
Sub Categories
- Ecotoxicology - 4 projects
- Air Quality - 36 projects
- Water Supply and Quality - 88 projects
- Soil and Land - 73 projects
Topics
soil-survey, wastewater, pedometrics, air-quality-data, stormwater, digital-soil-mapping, climers, pedology, openair, landscape-ecology, swmm5, swmm, aqi, airquality, soil-respiration, groundwater-recharge, covid-19, gef, nasis, landscape-metrics, toxicology, integrated-modelling, water-management, epanet, brazil, drought-indices, air-pollution-levels, ncss, s4ss, heatmap, soil-mapping, eda, environmental-data-retrieval, seasonal-calendar, automated-river-analysis, water-distribution-networks, grass, geomorphometry, watertap, idaes-pse, r03, water-distribution, simulators, rprogramming, nodemcu, plantower, pm10, pms5003, pms5003st, advection, ensemble-prediction, rainfall-prediction, stochastic-processes, classification-algorithm, hyperspectral-image-classification, open-surface-mining, surface-mining-activities, openaq, mixing, stratification, aguaclara, water-treatment, human-health-assessment, water-monitoring, citizenscience, opensensemap, awsm, emissions-model, bcgov-csnr, groundwater-data, ow, geomatics, k-means, landslides-detection, merging-algorithms, object-based-image-analysis, optical-satellite-imagery, rsgislib, field-campaigns, global-database, civic-apps-team, nhd, ogr, openfluid-framework, usepa, aquatic, estuaries, nutrients, phytoplankton, sediment, land-change-analysis, suitability-analysis, waterbalance, waterflux, hydrological, water-security, san-francisco-bay, deep-percolation, cropland, fields, pytorch-lightning, earth-sciences, pse, water-quality-data, drought, airmonitoring, drought-index, sgi, spei, surface-runoff, spi, spectral-unmixing, gis-based, soil-erosion, air-quality-monitor, airly, macos-menubar, poland, sensor-station, smog, radiometric-temperatures, source-energy-balance, code-for-america, openoakland, west-oakland, big-earth-data, eo-datacubes, image-time-series, planetary-computer, satellite-image-time-series, stac-api, stac-catalog, canairio-firmware, firmware, acquisition, extract-data, smap-data, soil-moisture-sensor, kssl, datamart, aqs, soilweb, aem, lulc, aqhi, aqhi-canada, cesi, naps, frm4sm, in-situ, ismn, qa4sm, bcgov, frequency-analysis, hydat, summary-statistics, bias, gsflow, pygsflow, spatio-temporal-modeling, wepp, defra, geotechnical-engineering, pygef, terrain, sapper, sensor-community, hbv, hbv-model, matilda, melt, spotpy, openaq-api, openaq-data, iot-device, MODFLOW, imod, air-pollutants, air-quality-measurements, cetesb, rio-de-janeiro, sao-paulo, preprocess, read, sm, epanet-matlab-toolkit, ncss-tech, groundwater-level, water-models, accumulation, statistical-models, goal programming, mathematical programming, model predictive control, multi-objective optimization, reservoir management, stochastic optimization, water resource management, intensity-analysis, land-use-and-land-cover-change, luc-maps, swmmanywhere, food-security, soils-revealed, covid19, data-dictionary, naming-conventions, odm, sars-cov-2, ensemble-methods, ensembles, global-sensitivity-analysis, non-intrusive, parameter-estimation, uncertainty-quantification, airbase, air-quality-api, air-quality-index, aqi-readings, waqi, landtrendr, 1d-cnn, conference, hyperspectral-data, publication, publication-code, soil-texture-classification, neutral-landscape-model, aquatic-science, lake, abwasser, datenmanagement, gep, kanalfernsehen, kataster, kek, leitungskataster, qgep, sewerpipe, sia405, teksi, vsa-dss, vsa-kek, werkinformationen, hydrographs, well-hydrograph, process-flow-diagram, 2019, conservation-international, land-degradation, ldn, natural-climate-solutions, unccd, comptox, algal-bloom, meris, olci, cigarettes, hydraulic-modelling,
Projects
Contributors
cedar-technologies [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
bcgov-csnr, groundwater-data, dds
John Matthew [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
bcgov-csnr, groundwater-data, dds
Justin Bousquin [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
Crystal Ng [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
grass, hydrologic-modeling, hydrology
Tyler Erickson [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
esip-lab, cython, gdal, mapbox-satellite-oss, conda, developer-tools, documentation-generator, documentation-tool, fastai, literate-programming and 6 more
Mac Friedrichs [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
lapidesd [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
hydrology, water
Thi [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
ord, water
Josh [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
ord, water
dmmoria [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
ord, water
A7med7x7 [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Air Quality
Topics:
hacktoberfest2024
Jack Vreeken [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
goal programming, hydraulics, model predictive control, modelica, multi-objective optimization, reservoir management, stochastic optimization, water resource management, academic-project, algorithmic-differentation and 12 more
Farid Alavi [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply and Quality
Topics:
goal programming, hydraulics, model predictive control, modelica, multi-objective optimization, reservoir management, stochastic optimization, water resource management, mathematical programming
Joe Zemmels (he/him) [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply and Quality
Topics:
Sjoerd Geevers [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
goal programming, hydraulics, model predictive control, modelica, multi-objective optimization, reservoir management, stochastic optimization, water resource management, routing, mathematical programming
Jorn Baayen [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
goal programming, hydraulics, model predictive control, modelica, multi-objective optimization, reservoir management, stochastic optimization, water resource management, distribution, epanet and 28 more
Jorn Baayen [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
goal programming, hydraulics, model predictive control, modelica, multi-objective optimization, reservoir management, stochastic optimization, water resource management, bifurcation, homotopy-continuation-methods and 5 more
Roe [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
kssl, nasis, nrcs, soil, soil-data-access, soil-survey, soilweb, usda
DookTibs [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Ecotoxicology
Topics:
human-health-assessment, risk-assessment, toxicology, ord
Shane Thacker [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Ecotoxicology
Topics:
human-health-assessment, risk-assessment, toxicology, ord
bishwobhandari [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Ecotoxicology
Topics:
human-health-assessment, risk-assessment, toxicology, ord
Daniel Rabstejnek [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Ecotoxicology
Topics:
human-health-assessment, risk-assessment, toxicology, ord
Comeaux, Justin M (CGI Federal) [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Ecotoxicology
Topics:
human-health-assessment, risk-assessment, toxicology, ord
Addington [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Ecotoxicology
Topics:
human-health-assessment, risk-assessment, toxicology, ord
Andy Shapiro [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Ecotoxicology
Topics:
human-health-assessment, risk-assessment, toxicology, ord
Davidson [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Ecotoxicology
Topics:
comptox, ord
Max Joseph [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
acquisition, extract-data, smap-data, soil-mapping, soil-moisture, soil-moisture-sensor
Aakash Ahamed [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
Teije van der Horst [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
earth-science, soil-moisture, climers, geo
Christoph Reimer [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
earth-science, soil-moisture, climers, geo
iteubner [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
earth-science, soil-moisture, ascat, climers, geo
pydev pydev@pydev-VirtualBox.(none)
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
earth-science, soil-moisture, climers, geo
rogier [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
earth-science, soil-moisture, climers, geo
dschlaep [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
simulation-framework, soil-water-balance, simulation-model
Taylor Alexander Brown [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
classification-algorithm, coal, hyperspectral-image-classification, open-surface-mining, surface-mining-activities
bdegley4789 [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
classification-algorithm, coal, hyperspectral-image-classification, open-surface-mining, surface-mining-activities
Lactem [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
classification-algorithm, coal, hyperspectral-image-classification, open-surface-mining, surface-mining-activities
Bryce Egley [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
classification-algorithm, coal, hyperspectral-image-classification, open-surface-mining, surface-mining-activities
Taylor Alexander Brown [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
classification-algorithm, coal, hyperspectral-image-classification, open-surface-mining, surface-mining-activities
Art Person [aap1] [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
Ryan Murphy ryan@Aspire.(none)
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
simulation-framework, soil-water-balance
CaitlinA [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
simulation-framework, soil-water-balance
mhesselbarth [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
landscape-ecology, landscape-metrics
laurajanegraham [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
landscape-ecology, landscape-metrics, hugo, openscience, landscape
[email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
retrieval-model, vegetation
Martí Bosch [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
land-change-analysis, landscape-ecology, landscape-metrics
Simon Liedtke [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
cooperative, dashbord, groups, sustainability, wechange
riot [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
Lene Preuss [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
Marie [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
sascha [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
cooperative, dashbord, groups, sustainability, wechange
Laura Klopfleisch [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
Andreas Nüßlein [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
Matthias Brück [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
Simon [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
Simon Liedtke [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
Simon Liedtke [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
cycling, velominati, client-library, incubed, merkle-proof, verification
gilbertocamara [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
Daniel Aberer [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
in-situ, ismn, soil-moisture, climers, frm4sm, geo, qa4sm
GilbertoCamara [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
luizassis [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
gilbertocamara [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
e-sensing project [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
Gilberto Camara [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
e-sensing project [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
e-sensing project [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
Felipe felipesouza@rstudio.yhbzotf2nbzejasbvc3btmp3ch.xx.internal.cloudapp.net
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
gilbertocamara [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
ammaciel [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
SITS [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
Rolf Simoes [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
Rolf rolfsimoes@rstudio.yhbzotf2nbzejasbvc3btmp3ch.xx.internal.cloudapp.net
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
Gilberto Camara [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
Gilberto Camara [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
big-earth-data, cbers, earth-observation, eo-datacubes, image-time-series, land-cover-classification, planetary-computer, r-spatial, rspatial, satellite-image-time-series and 3 more
Paul Schreiber [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
Paul Schreiber [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
amp, web-stories, wordpress, wordpress-plugin
Reginal redex03-mail@yahoo,com
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
geography, intensity-analysis, land-use-and-land-cover-change, luc-maps, lulc, plot, rasters
tm-ruxandra [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
jgrss [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
agriculture, cropland, crops, fields, land-cover, pytorch-lightning, geography, rasterio
Phillip Schuster [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
glaciers, hydrological-modelling, hydrology, melt, climate, earth-science, hbv, hbv-model, matilda, spotpy
Georgi [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
glaciers, hydrological-modelling, hydrology, melt, climate, earth-science, hbv, hbv-model, matilda, spotpy
Alexander Georgi [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
glaciers, hydrological-modelling, hydrology, melt
Phillip Schuster [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
glaciers, hydrological-modelling, hydrology, melt, climate, earth-science, hbv, hbv-model, matilda, spotpy
Phillip Schuster phillip,[email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
glaciers, hydrological-modelling, hydrology, melt, climate, earth-science, hbv, hbv-model, matilda, spotpy
liuly12 [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
hydrology, integrated-modelling, pollution, wastewater, water-quality
nullptr [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
water, water-management, water-models
David Erill [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
water, water-management, water-models
Vicente Medina [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
water, water-management, water-models
Jordi B [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
water, water-management, water-models
ivan-moreno [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
water, water-management, water-models
Edgar Fuste [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Water Supply, Water Supply and Quality
Topics:
water, water-management, water-models
Roland Hollós [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
biogeochemical-model, ecosystem-model, interface, optimization-tools
hollorol hollorol@gmail
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
biogeochemical-model, ecosystem-model, interface, optimization-tools
Barcza Zoltán [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
biogeochemical-model, ecosystem-model, interface, optimization-tools
Barcza Zoltan [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
biogeochemical-model, ecosystem-model, interface, optimization-tools
Zoltán BARCZA [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
biogeochemical-model, ecosystem-model, interface, optimization-tools
MilanFischer [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
biogeochemical-model, ecosystem-model, interface, optimization-tools
mal [email protected]
OST Projects: 1
Categories: Emissions, Natural Resources
Sub Categories: Emission Observation and Modeling, Soil and Land
Topics:
cpp-climate-change-linux-foundation
Ahmad Jan [email protected]
OST Projects: 1
Categories: Natural Resources
Sub Categories: Soil and Land
Topics:
Guy Janssen [email protected]
OST Projects: 1
Categories: Emissions, Natural Resources
Sub Categories: Emission Observation and Modeling, Soil and Land
Topics:
cpp-climate-change-linux-foundation, climate-change, contributing, flint, governance, moja-global, sphinx, sphinx-documentation, gcbm