Categories - Climate Change
Sub Categories
- Earth and Climate Modeling - 59 projects
- Climate Data Access and Visualization - 48 projects
- Climate Data Standards - 13 projects
- Integrated Assessment and Climate Policy - 21 projects
- Climate Data Processing and Analysis - 69 projects
- Natural Hazard and Storm - 53 projects
- Climate Downscaling - 13 projects
Topics
flood, cmip6, e3sm, integrated-assessment, xclim, esgf, integrated-assessment-model, tropical-cyclone, hazard, hazard-assessment, cmip, inundation, climate-data-analysis, chirps, cesm, floods, climate-stations, national-water-center, hurricane, climate-datasets, climate-forecasting, kml, national-climate-database, ncar, zealand, cmip5, cf-conventions, climateserv, neuralgcm, coupled-human-natural-systems, gcam, disaster, s2s, climate-indices, icclim, emodis, human-earth-system, esmf, agricultura, meteorologia, imerg, esi, netcdf-library, climate-research, archiving, archives, transcription, digitization, data-rescue, hadcrut5, contingency-table, forecast-evaluation, model-validation, climate-impacts, gdpcir, cxx, kokkos, world3, unidata-netcdf, anuclim, urban-climate-model, iris, spaceweather, cdat, mpas-analysis, mpas, dem, hector, weather-information, ncei, ncdc, historical-weather, gsod, global-data, daily-weather, daily-data, ecmwf-services, cds, satellite-imagery-analysis, landsat-data, netcdf-fortran, magicc-model, oceanic-nino, disaster-risk-management, climate-policy, soil-plant-atmosphere, sif, fluorescence, unstructured-grids, ugrid, tsunami, surge, storm, adaptive, flood-monitoring, xcdat, pcmdi, climate-sciences, matlab-toolbox, national-water-model, hand, tiros, radiometric, metop, lac, gac, avhrr, inasafe, disasterresponse, parameters, ecco, warming-stripes, sea-levels, carbon-dioxide-data, h5py, gpm-imerg, mtclim, ornl-daac, hector-model, hut23-1077, strategic-planning, demographics, colombia, netcdf-files, multiple-threads, psha, openquake-engine, openquake, cluster, ropenspain, forecast-api, aemet, climate-assessments, ai-for-climate, um, pp, cfunits, cfdm, cf, ecosystem, clm, vulnerability, reinsurance, loss, insurance, catastrophe-modelling, catastrophe-model, gcam-china, china, jedi, gefs, gdas, pca, eof-analysis, dimensionality-reduction, xgcm, cmip6-data, gfdl, fms, timeseries-format, scenario-data, macro-energy, integrated-assessment-scenarios, iamc-format, large-language-models, climate-services, ahccd, tensorflow2, sckit-learn, ensemble-machine-learning, geoinformatics, data-catalog, cesm-lens, logon, s2d, weather-conditions, tropical-cyclone-variability, potential-intensity, hurricanes, hurricane-calculations, gridded-climate-data, aoi, lisvap, design-rainfall, climate-simulations, climate-indicators, calculation-climate, variance-scaling, quantile-mapping, quantile-delta-mapping, linear-scaling, detrended-quantile-mapping, delta-method, delta-change-method, cdf, bias-adjustment, norwegian, noresm, cansips, cangrd, lisflood, glofas, efas, pollen-measurements, phenology-data, ogd, cloud-optimized, servirglobal, servir, ndvi, storms, performance-diagram, mrms, hail, bom, australia-bureau-of-meteorology, tropical-storms, cyclones-behaviour, smap, predictive-analytics, multimodel-ensemble, rating-curve, hec-ras, floodplain, mpi4py, projection, conflict, warming-levels, ipcc-regions, climate4r, climate-change-atlas, near-real-time, flood-risk-models, ohio-state-university, oceans, fever, byrd, flood-inundation-maps, solar-radiation, relative-humidity, frost, elevation, diurnal-temperature, cru-cl2, cru, prepare, cmor3, ogc, basin-modeling, geodata, xarray-accessor, sr15, pathway-analysis, earthkit, apache-beam, tropical, cyclones, adcirc, return-period, kostra, intensity-duration-frequency, heavy-rain, dwa-a-531, dwa, duration-steps, duration, regrid, netcdf-operators, nco, hdf, gsl, cyclone, roms, regional, regcm, coupled, rstats-package, nuopc, model-coupling, esmx, earth-system-modelling, earth-system-modeling-framework, indices, model-diagnostics, med-team, ndimensional-arrays, compressed, sea-ice-thickness, scicomm, landslide, debrisflow, sedimentation, sediment-transport, paleogeography, paleoclimate, lithology, landscape-evolution-model, erosion-process, compaction,
Projects
Contributors
abel [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
anuclim, climate-analysis, climate-science, icclim, netcdf4, xclim, climpact
eric [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
anuclim, climate-analysis, climate-science, icclim, netcdf4, xclim, ant-design, docker-compose, firebase-messaging, gradle and 3 more
yrouranos [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
anuclim, climate-analysis, climate-science, icclim, netcdf4, xclim
sbiner [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
anuclim, climate-analysis, climate-science, icclim, netcdf4, xclim
Dante Castro Garro [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
anuclim, climate-analysis, climate-science, icclim, netcdf4, xclim
DominiqueCaron [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
bias-correction, climate-analysis, climate-indices, climate-science, multiple-threads, netcdf-files, parallel-computing
Philippe [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
bias-correction, climate-analysis, climate-indices, climate-science, multiple-threads, netcdf-files, parallel-computing
Gabriel Gobeil [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
bias-correction, climate-analysis, climate-indices, climate-science, multiple-threads, netcdf-files, parallel-computing
Philippe Roy [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
bias-correction, climate-analysis, climate-indices, climate-science, multiple-threads, netcdf-files, parallel-computing
Trevor James Smith [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
bias-correction, climate-analysis, climate-indices, climate-science, multiple-threads, netcdf-files, parallel-computing
Marine Perus [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
ZiluM [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
孟子路 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
jannesvaningen [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Sem [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Sem Vijverberg [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate-science, curated-list, earth-observation, earth-science, hydrology, meteorology, resources
Daniel Argüeso [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
aemet, weather
Daniel Argüeso [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Dave Griffiths [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
air-pollution, data visualization, remote sensing
dave griffiths [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
air-pollution, data visualization, remote sensing
Amber Griffiths [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
air-pollution, data visualization, remote sensing
sagycohen [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Austin Raney [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
hydrology, noaa, observations, verification, climate-data, hydrologic-database, usgs, watershed, webservices, climate-data-analysis
Albert [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Nabig Chaudhry [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
bethem [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Calvin Chen [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Brian Galey [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Victoria Ford [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
unknown [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
pangeo
claalmve [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Eric Lehmer [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
cal-adapt, california, climate-change, climate-models
Victoria Ford [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
pangeo
Tianchi-Liu [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
bethem [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
Brian Galey [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
apps, templates, views
Owen Doherty [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
roaldl [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
demand, edm
Raghav Pant [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
mjaquiery [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Matt Jaquiery [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Fred Thomas [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Fred Thomas [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Fred Thomas [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
RoaldL [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
nicholac [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Alexander Shiarella [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Gordon Glasgow [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
maxrob27 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
Prashanth Dwarakanath [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
esgf, logon, opendap, climate, fair, hackathon, nicest2, training
Philip Kershaw [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
esgf, logon, opendap
Matthew Harris [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
esgf, logon, opendap
Christian Marquardt [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
netcdf4, gbdt, gbm, gbrt, xgboost
Koji OGOCHI [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Standards
Topics:
cmip6, cmor3, esgf, prepare
Trevor [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate, climate-analysis, pangeo, prediction, s2d, s2s
csyhuang [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate, climate-analysis, climate-data, climate-data-analysis, climate-science, science-research
Christopher Polster [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate, climate-analysis, climate-data, climate-data-analysis, climate-science, science-research
veredsil [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate, climate-analysis, climate-data, climate-data-analysis, climate-science, science-research
Ben Orchard [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate-model, finite-volume, gridded-data, haskell, static-analysis, automated-refactoring, generics, lenses, optics, traversals and 3 more
Yuxin [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate-model, finite-volume, gridded-data
Takaya Uchida [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate-model, finite-volume, gridded-data, ocean-modelling, oceanography
Nick Swanson-Hysell [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate-model, finite-volume, gridded-data, carbon-cycle, paleoclimate, silicate-weathering, jupyterlab-extension
Anirban Sinha [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate-model, finite-volume, gridded-data
Oladimeji Mudele [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
climate, earth-observation, earth-science, geodata, landsat-8, landsat-data, nasa-api, satellite-imagery-analysis
jeremy-b [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
climate-change
Pontus Lurcock [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization
Topics:
cci, climate, conda, esa
ltrotter [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
copernicus, cordex, efas, environmental-modelling, flood, glofas, lisflood, lisvap, hydrological-modelling, hydrology and 3 more
Carlo Russo [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
copernicus, cordex, efas, environmental-modelling, flood, glofas, lisflood, lisvap, forecasting-models, netcdf4 and 6 more
GELATI Emiliano [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
copernicus, cordex, efas, environmental-modelling, flood, glofas, lisflood, lisvap, forecasting-models, hydrological-modelling
Damien Decremer [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
copernicus, cordex, efas, environmental-modelling, flood, glofas, lisflood, lisvap, calibration, forecasting-models and 1 more
Stephanie Chong [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, forecast-evaluation, forecast-verification, model-validation, oceanography, verification, weather, contingency-table
Nicholas Loveday [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
climate, forecast-evaluation, forecast-verification, model-validation, oceanography, verification, weather, contingency-table
debsunder [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Earth and Climate Modeling
Topics:
canopy, fluorescence, land-surface-model, sif, soil-plant-atmosphere
Dan Bate [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
catastrophe-model, catastrophe-modelling, hazard, insurance, loss, reinsurance, vulnerability, exposure, risk-modelling
DanielEvans [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
catastrophe-model, catastrophe-modelling, hazard, insurance, loss, reinsurance, vulnerability
awsbuild [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
catastrophe-model, catastrophe-modelling, hazard, insurance, loss, reinsurance, vulnerability
benhayes21 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
catastrophe-model, catastrophe-modelling, hazard, insurance, loss, reinsurance, vulnerability
carlfischerjba [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
catastrophe-model, catastrophe-modelling, hazard, insurance, loss, reinsurance, vulnerability
Branimir Betov [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
catastrophe-model, catastrophe-modelling, hazard, insurance, loss, reinsurance, vulnerability
DougBurns [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
catastrophe-model, catastrophe-modelling, hazard, insurance, loss, reinsurance, vulnerability
JCrane512 [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Natural Hazard and Storm
Topics:
catastrophe-model, catastrophe-modelling, hazard, insurance, loss, reinsurance, vulnerability
Ed Campbell [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, cartopy, geometry and 6 more
Corinne Bosley [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, cartopy, geometry and 5 more
Daniel Kirkham [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, cartopy, geometry and 4 more
Karina Williams [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
bblay [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, cartopy, geometry and 5 more
Armin Leuprecht [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
James Penn [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, climate, esmf and 1 more
hdyson [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Kevin Donkers [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, cartopy, geometry and 1 more
Andrew Munslow [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, cartopy, geometry and 1 more
Danny Rice [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Phil Bentley [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Susan Leadbetter [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Joseph [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, cartopy, geometry and 2 more
daniel.attonbeckmann [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, deprecated
bsherratt [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis
Éloïse Nolet-Gravel [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
bias-correction, climate-analysis, climate-indices, climate-science, multiple-threads, netcdf-files, parallel-computing
Trevor James Smith [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
bias-correction, climate-analysis, climate-indices, climate-science, multiple-threads, netcdf-files, parallel-computing, canada, climate, weather and 11 more
Fidel Thomet [email protected]
OST Projects: 1
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis
Topics:
bias-correction, climate-analysis, climate-indices, climate-science, multiple-threads, netcdf-files, parallel-computing, climate-change, land-use, investment and 24 more