DATA | IMAGERY | TOOLS
Here you find links to sources for data, imagery, and tools
ESPAÑOL: AGRIS – Información de ciencia y tecnología agrícola https://agris.fao.org/agris-search/index.do?request_locale=es&recordID=&sourceQuery=&query=&sortField=&sortOrder=&agrovocString=&advQuery=¢erString=&enableField=
ESPAÑOL: Manual de Biomímesis https://toolbox.biomimicry.org/es/
ESPAÑOL: Flora de la Peninsula de Yucatán (CICY) https://www.cicy.mx/sitios/flora%20digital/
ESPAÑOL: GVSIG Asociación – Red de geomática libre http://www.gvsig.com/es/inicio
ESPAÑOL: Sistema Nacional de Monitoreo de Cobertura y Uso de la Tierra y Ecosistema –
FRANÇAIS: AGRIS – Recherchez des informations sur les sciences et techniques agricoles https://agris.fao.org/agris-search/index.do?request_locale=fr&recordID=&query=&sourceQuery=&sortField=&sortOrder=&agrovocString=&advQuery=¢erString=&enableField=
Seguimiento sobre el estado y los cambios de los recursos naturales, agropecuarios y biodiversidad de Costa Rica https://simocute.go.cr/
African Development Bank – Knowledge https://www.afdb.org/en/knowledge | Data portal https://projectsportal.afdb.org/dataportal/?lang=en
AGRIS – Agricultural Science and Technology Information https://agris.fao.org/agris-search/index.do
Alliance for Global Water Adaptation Knowledge Platform – a new generation of methodologies to assess and address climate risk and other uncertainties in water resources management. https://agwaguide.org/
APSIM – Platform for modelling and simulation of agricultural systems https://www.apsim.info/
Asian Development Bank Data and Statistics https://www.adb.org/what-we-do/data/main | Data library https://data.adb.org/
Atlas of macroscopic wood identification – For more details about the new Atlas of Macroscopic Wood Identification: https://www.springer.com/it/book/9783030235659 The atlas comes with an identification key, that can be downloaded at http://tiny.cc/idkey
BIFA: Biodiversity Information Fund for Asia https://www.gbif.org/programme/82629/bifa-biodiversity-information-fund-for-asia
Borneo Atlas – Tool tracks development as-it-happens https://atlas.cifor.org/borneo/#en
Building Resilience Index – Develop risk index for a project https://www.resilienceindex.org/
CGIAR
CGIAR Big Data – Powering agricultural development and research https://bigdata.cgiar.org/
- Bioversity International databases: crowdsourcing climate smart-agriculture, collecting missions, New World Fruits Database, and more https://www.bioversityinternational.org/e-library/databases/
- Bioversity International infographics https://visual.ly/users/bioversityint/portfolio
- CIFOR datasets https://www.cifor.org/knowledge/datasets/
- CIFOR presentations https://www.cifor.org/knowledge/presentations/
- CIFOR projects database https://www.cifor.org/knowledge/projects/
- World Agroforestry Center – Resource Center: applications, tools, databases, manuals, models, toolkits, tools http://www.worldagroforestry.org/resource-centre
Carbon Offset Guide http://www.offsetguide.org/
Cities 4 Forests toolbox https://cities4forests.com/toolbox/
Climate Action Aggregation Tool (CAAT) – Supports government experts, analysts and policymakers to identify, quantify and aggregate the impact of non-state and subnational actions. https://climateactiontransparency.org/icat-toolbox/climate-action-aggregation-tool/
Climate- Chance – Access to climate data for African actors https://www.climate-chance.org/en/comprehend/projets-de-lobservatoire/access-to-data-in-africa/
Climate Ready Hongkong – Low Carbon Living Calculator https://www.climateready.gov.hk/
Development Bank of Latin America (English, Spanish, Portuguese) Data https://www.caf.com/en/knowledge/data/ | Research https://www.caf.com/en/topics/r/research-for-development/
Version 4.0 of the Digital Observatory for Protected Areas (DOPA) Explorer http://dopa.jrc.ec.europa.eu/explorer/
Drought Toolbox https://knowledge.unccd.int/drought-toolbox
Earthcam – Encouraging exploration, foster discovery and connect people through innovative live camera technology https://www.earthcam.com/
Earth Wind map https://earth.nullschool.net/
Ebird www.ebird.org
Encyclopedia of Life – Global access to knowledge about life on Earth https://eol.org/
ESA Vegetation Classification Panel – Databases and tools. https://esa.org/vegpanel/resources/databases-and-tools/#
ESRI – Pioneer problem solving with GIS https://www.esri.com
- Explore story maps at ESRI: https://www.esri.com/en-us/arcgis/products/arcgis-storymaps/stories
Ethical Corporation http://ethicalcorp.com
EU FLEGT Trade Dashboard – data on EU imports of timber, paper and pulp https://stats.flegtimm.eu/
European Centre for Medium-Range Weather Forecasts (ECMWF) -Advancing global numerical weather predictions through international collaboration. https://www.ecmwf.int/
European Space Agency http://www.esa.int/
Figshare – Opening scientific data to the world https://figshare.com/
Food and Agricultural Organization (FAO) – Statistics http://www.fao.org/statistics/en/ |, Explore data https://data.apps.fao.org/
Food and Agricultural Organization (FAO) Forestry statistics http://www.fao.org/forestry/95632/en/ / http://www.fao.org/forestry/statistics/en/
Food and Agricultural Organization (FAO) Yearbook of Forest Products http://www.fao.org/forestry/statistics/80570/en/
Forest & Landscape Water Ecosystem Services (FL-WES) Tool http://www.fao.org/in-action/forest-water-tool/en/
FGEO – new ForestGEO R package https://forestgeo.github.io/fgeo/ | Search the functions in fgeo here https://forestgeo.github.io/fgeo/articles/siteonly/reference.html/
Forest GEONet – Explore data from 30 of ForestGEO’s 71 sites https://forestgeo.si.edu/explore-data
Forest Landscape Restoration (FLR) Carbon Storage Calculator https://www.winrock.org/flr-calculator/
Forest Observation System (FOS) – building a global reference dataset for remote sensing of forest biomass http://forest-observation-system.net/
Geo-Python – course teaches the basic concepts of programming using the Python programming language for GIS https://geo-python.github.io/site/
GitHub Gist https://gist.github.com/
Global Biodiversity Information Facility (GBIF) https://www.gbif.org/
Global Forest Watch Help Center – Resources to guide you through forest monitoring data, technology and tools https://www.globalforestwatch.org/help/?utm_campaign=FEATURE:+Help+Center+Launch&utm_medium=bitly&utm_source=DataDigest
Global Forest Watch (GFW) MapBuilder -A tool allowint users to create custom maps and overlay their own data with datasets available through GFW https://www.globalforestwatch.org/
Global Forest Watch Pro Platform – Securely manage deforestation risk in commodity supply chains https://pro.globalforestwatch.org/
Global Invasive Species Database http://www.iucngisd.org/gisd/
Global Solar Atlas https://globalsolaratlas.info/map?c=11.609193,8.173828,3
Global Wind Atlas https://globalwindatlas.info/
GlobeDrought – Web-based information system for comprehensively characterizing drought events. https://grow-globedrought.net/
ICIMOD Digital Database System – A one-stop data portal for the Hindu Kush Himalaya http://rds.icimod.org/
Index Xylariorum 4.1 Global Timber Tracking Network https://globaltimbertrackingnetwork.org/products/iawa-index-xylariorum/
Hydrology.nl – Portal to international hydrology and water resources http://www.hydrology.nl/
iNaturalist – Share your observations https://www.inaturalist.org/
Interactive Soil Quality Assessment Information System iSQAPER https://www.isqaper-is.eu/sqapp-the-soil-quality-app
Inter-American Development Bank – Data (English, Spanish) https://data.iadb.org/ | Code for Development https://code.iadb.org/en
The Intergovernmental Panel on Climate Change (IPCC) (Various languages) – Data https://www.ipcc.ch/data/ | Data Distribution Center http://www.ipcc-data.org/
International Monetary Fund – Data https://www.imf.org/en/Data
International Tropical Timber Organization (ITTO) –
- Data on the production and the trade of primary wood products https://www.itto.int/biennal_review/
- Database on funded projects https://www.itto.int/project_search/
- Review and Assessment of the World Timber Situation https://www.itto.int/annual_review/
i-Tree https://www.itreetools.org/
Jitsi – More secure, more flexible, and completely free video conferencing https://jitsi.org/
Kew Royal Botanical Gardens Seed Information Database — SID http://data.kew.org/sid/
Knowledge Tree for decision making for effective, efficient and equitable social forestry https://www.recoftc.org/social-forestry-knowledge-tree
Landscape Investment and Finance Toolkit (LIFT) – Three modules to help define, develop and find finance for landscape priorities https://liftkit.info/
Lesser used species database (ITTO) http://www.tropicaltimber.info/
Mangrove restoration potential: Mapping tool https://www.iucn.org/theme/forests/our-work/forest-landscape-restoration/mangrove-restoration/mangrove-restoration-potential-mapping-tool
Open Forests – We empower people to make better forest projects. https://openforests.com/
- land – Share your landscape story https://explorer.openforests.com/
OSDG – a free, open-source tool that assigns SDG labels to your input. https://osdg.ai/
Our World in Data – All open access and open source https://ourworldindata.org/
Oxford Global Ecosystem Monitoring Network, Center for Tropical Forests http://gem.tropicalforests.ox.ac.uk/
Papua Atlas: Tool tracks development as-it-happens https://atlas.cifor.org/papua/#en
Participatory Methods – People working together around the world to generate ideas and action for social change https://www.participatorymethods.org/resources
Planet Lab – Revolutionizing Earth observation to drive transformation in the private and public sectors https://www.planet.com/
RESTOR – An open data platform of ecological insights for the global restoration movement. Coming 2021 https://www.restor.eco/
SEEK by iNaturalist – Cell phone app for identifying flora and fauna https://www.inaturalist.org/pages/seek_app
System for Earth Observation Data Access, Processing and Analysis for Land Monitoring (SEPAL). https://sepal.io/
Smithsonian Tropical Research Institute Databases https://stri.si.edu/research-computing/databases
Stockholm Environment Institute – Projects and tools https://www.sei.org/projects-and-tools/
System for earth observations, data access, processing & analysis for land monitoring. https://sepal.io/
Telecoupling Toolbox – Geospatial software tools and apps for socioeconomic and environmental analysis https://telecouplingtoolbox.org/
Tools for Ecosystem-based Adaption – A new navigator that catalogues ecosystem-based adaptation tools for planning and decision-making for planning and decision-making https://www.weadapt.org/knowledge-base/ecosystem-based-adaptation/ecosystem-based-adaption-tools-navigator
Towards Data Science https://towardsdatascience.com
The Transnational Guide towards Optimal WAter REgime (GOWARE) Tools http://proline-ce.fgg.uni-lj.si/goware/
Timber Trade Portal (ATBIT) – the one-stop EUTR information platform https://www.atibt.org/en/news/1054/timber-trade-portal-the-one-stop-eutr-information-platform
Trees Challenge 2020: Make Every Tree Count https://observer.globe.gov/trees-2020
TreeDivNet – the largest worldwide network of biodiversity experiments http://www.treedivnet.ugent.be/
Tree Functional and Ecological Databases – World Agroforestry Centre https://www.worldagroforestry.org/output/tree-functional-and-ecological-databases
United Nations databases https://www.un.org/en/databases/
United Nations Convention to Combat Desertification – Knowledge Hub (MANY LANGUAGES) https://knowledge.unccd.int/
United Nations Educational, Scientific, and Cultural Organization (UNESCO) – Digital Library https://unesdoc.unesco.org/home | https://unesdoc.unesco.org/archives
United Nations Environmental Programme – Science and Data https://www.unep.org/science-data
UN Integrated Water Resource Management Data Portal http://iwrmdataportal.unepdhi.org
US Web Soil Survey https://websoilsurvey.sc.egov.usda.gov/App/HomePage.htm | SS Web Soil Survey tips https://websoilsurvey.sc.egov.usda.gov/App/Tips_Shortcuts.htm
National Cooperative Soil Survey (NCSS) Soil Characterization Database https://ncsslabdatamart.sc.egov.usda.gov/
Virtual herbaria around the world https://en.wikipedia.org/wiki/Virtual_herbarium
WaPOR, FAO’s tool that monitors carbon sequestration by vegetation is now enriched with new data https://wapor.apps.fao.org/home/WAPOR_2/1
Wikipedia Plants Portal https://en.wikipedia.org/wiki/Portal:Plants
Wood Database – On wood characteristics of different species: https://www.wood-database.com/
World Agroforestry Centre Geoscience Lab, Landscape Portal – Evidence-based solutions for land restoration http://landscapeportal.org/tools/
World Bank – Open Data https://data.worldbank.org/
World Resource Center – Maps and Data https://www.wri.org/resources
World Wildlife Fund (WWF) – Conservation Science Data and Tools https://www.worldwildlife.org/pages/conservation-science-data-and-tools
Xeno Canto – Sharing bird sounds from around the world https://www.xeno-canto.org/520196
Data Repositories
USA: Dataone (NSF-Funded) https://www.dataone.org/ | https://search.dataone.org/#data
Europe: Registry of Research Repositories https://www.re3data.org/
Australia data repositories https://www.australia.gov.au/information-and-services/it-and-communications/data
WorldBank https://data.worldbank.org/
United Nations General Repository http://data.un.org/
World Health Organization – Global Health Observatory data repository http://apps.who.int/gho/data/node.home
Environmental/Ecological data
Long Term Ecological Research (LTER) Network (28 sites) https://lternet.edu/# | Data: https://lternet.edu/using-lter-data/
Puerto Rico: Luquillo LTER http://luq.lter.network/ | Data: http://luq.lter.network/data
International LTER (800 sites) https://www.ilter.network | Data: https://data.lter-europe.net/deims/
National Ecological Observatory Network (NEON) (81 sites) http://www.neonscience.org/ | Data: http://www.neonscience.org/data
United Nations Environment Programme (UNEP) https://www.unenvironment.org/ | Data: http://web.unep.org/ggeo/resources/data-sources
Biodiversity Data
CABI Invasive Species Compendium https://www.cabi.org/isc/
Global Biological Information Facility (GBIF) (980,000,000 records) https://www.gbif.org/ | Data: https://www.gbif.org/occurrence/search
Biological Collection Access Service for Europe (BIOCASE) (390,000,000 records) http://www.biocase.org/ | Data: http://www.biocase.org/products/portals/index.shtml, http://search.biocase.org/europe/
The Global Vegetation Project – Enabling visual and interactive experiences that link vegetation and climate at the global scale. http://gveg.wyobiodiversity.org/
Internet of Trees – Monitor forests. Detect fires http://internetoftrees.tech/
Integrated Digitized Biocollections (iDigBio) (100,000,000 records, NSF-funded)
https://www.idigbio.org/ | Data: https://portal.idigbio.org/
Mycology Collections Data Portal https://mycoportal.org/portal/index.php
Natureserve – Conservation Tools & Services https://www.natureserve.org/conservation-tools
Atmospheric data
National Centers for Environmental Information https://www.ncdc.noaa.gov/ | Data: https://www.ncdc.noaa.gov/data-access
University Corporations for Atmospheric Research https://www2.ucar.edu/ | Resources and data: https://www2.ucar.edu/research-resources
National Center for Atmospheric Research https://ncar.ucar.edu/
Environmental Protection Agency https://www.epa.gov/ | Air quality data: https://www.epa.gov/aqs/obtaining-aqs-data, https://www.epa.gov/hesc/rsig-data-inventory
World climate http://www.worldclim.org/
Oceanic Data
NOAA National Centers for Environmental Data
Oceanographic Data: https://www.nodc.noaa.gov | Data: https://www.nodc.noaa.gov/access/index.html | Data by discipline: https://www.ngdc.noaa.gov/
University Corporations for Atmospheric Research https://www2.ucar.edu/ | Data: http://www.cgd.ucar.edu/cas/tn404/text/tn404_7.html
Data Oceans https://www.data.gov/ocean/
British Oceanographic Data Centre https://www.bodc.ac.uk/
Japan Oceanographic Data Center http://www.jodc.go.jp/jodcweb/
International Oceanographic Data and Information Exchange (IODE) https://www.iode.org/
Ocean Data Portal – Global data: http://www.oceandataportal.org/
Genetic Resources
Genbank https://www.ncbi.nlm.nih.gov/genbank/
International nucleotide sequence database collaboration https://hsls.pitt.edu/obrc/index.php?page=international_collaboration
List of biological (genetic+) databases https://en.wikipedia.org/wiki/List_of_biological_databases
Global Gateway to (Plant) Genetic Resources https://www.genesys-pgr.org/
Global Genome Biodiversity Network (600,000 records online) http://data.ggbn.org/ggbn_portal/
U.S. National Plant Germplasm System https://npgsweb.ars-grin.gov/gringlobal/search.aspx?
Bioversity International https://www.bioversityinternational.org/ | Databases: https://www.bioversityinternational.org/e-library/databases/
Spatial data
Earth Engine https://earthengine.google.com/ | Data: https://earthengine.google.com/datasets/
EDDMapS invasive species mapping service for the United States and Canada.
Global maps: https://earthobservatory.nasa.gov/GlobalMaps/?eocn=topnav&eoci=globalmaps
Map Hub – Create interactive maps https://maphub.net/
North American Land Change Monitoring System (Canada, USA, Mexico) http://www.cec.org/nalcms
National Aeronautics and Space Administration (NASA) https://data.nasa.gov/ | https://earthdata.nasa.gov/about/daacs | Remote sensing: https://terra.nasa.gov/data | US NASA Earth Applied Sciences – Using earth observations to solve our planet’s most pressing issues https://appliedsciences.nasa.gov/
OPEN FORIS AND SEPAL (System for Earth Observation Data Access, Processing and Analysis for Land Monitoring) http://www.openforis.org/ | http://www.openforis.org/tools/sepal.html
University Consortium for Geographic Information Science (UCGIS) – Communities of practice for GIScience research, education, and policy https://www.ucgis.org/
US Geological Survey (USGS) – Data: https://www.usgs.gov/products/data-and-tools/overview | https://www.usgs.gov/products/maps/overview
Spatial Ecology.net http://www.spatial-ecology.net/dokuwiki/doku.php
WebGIS – Extensive map coverage for technical applications http://www.webgis.com/
List of GIS data sources https://en.wikipedia.org/wiki/List_of_GIS_data_sources
Climate change data
World Bank climate change portal https://climateknowledgeportal.worldbank.org/
Intergovernmental Panel on Climate Change (IPCC) Data: https://www.ipcc-data.org/
NASA – Climate change https://climate.nasa.gov/
NOAA – Climate change: https://www.ncdc.noaa.gov/climate-monitoring/
https://www.ncdc.noaa.gov/monitoring-references/faq/indicators.php
Data.gov – Climate https://www.data.gov/climate/ | https://toolkit.climate.gov/
Environment Protection Agency – Climate change https://www.epa.gov/climate-indicators | https://archive.epa.gov/ | https://19january2017snapshot.epa.gov/
RealClimate: www.realclimate.org | http://www.realclimate.org/index.php/data-sources/
Repository ForestGEO Climate Data Portal https://forestgeo.github.io/Climate/
National Centers (NSF Funded and other)
National Institute for Mathematical and Biological Synthesis (NIMBIOS) http://www.nimbios.org/ | http://www.nimbios.org/products/data_software
National Institute of Food and Agriculture (NIFA) https://nifa.usda.gov/ | https://nifa.usda.gov/data
National Center for Ecological Analysis and Synthesis (NCEAS) https://www.nceas.ucsb.edu/ | Tools: https://www.nceas.ucsb.edu/data-science
National Center for Supercomputing Applications http://www.ncsa.illinois.edu/
National Data Service http://www.nationaldataservice.org/ | http://www.nationaldataservice.org/projects/
Tree/forest data
US Forest Service – Forest Inventory and Analysis (FIA) Program: https://www.fia.fs.fed.us/ | Other data: https://data.fs.usda.gov/geodata/
Forestplots.net http://www.forestplots.net/
Global Index of Vegetation-Plot Databases (GIVD) http://www.givd.info/
Forest Global Earth Observatory (CTFS-ForestGEO) http://www.forestgeo.si.edu/ | http://www.forestgeo.si.edu/group/Data/Access+the+data
International Tropical Timber Organization (ITTO) http://www.itto.int/ | Statistics: http://www.itto.int/annual_review_output/
UN-Food and Agricultural Organization-Forests http://www.fao.org/forestry/en/, http://www.fao.org/forestry/es/
Global Forest Watch http://www.globalforestwatch.org/ | Data: http://data.globalforestwatch.org/
Mongabay https://www.mongabay.com/ | Data: https://rainforests.mongabay.com/defor_index.htm
Earth Engine Partners http://earthenginepartners.appspot.com/science-2013-global-forest/download_v1.7.html
Data Analysis Tools
Statistical analysis
R GUIs https://www.rstudio.com/ , http://www.deducer.org, http://rcommander.com/ , https://rkward.kde.org/
Quick R (R help) https://www.statmethods.net/
PSPP (like SPSS) https://www.gnu.org/software/pspp/pspp.html
OCTAVE (like Matlab) https://www.gnu.org/software/octave/
Jmathlab (Like Matlab) http://jwork.org/jmathlab/
Past https://www.nhm.uio.no/english/research/infrastructure/past/
MYSTAT (basic) https://systatsoftware.com/downloads/download-mystat/
Gnumeric (basic) http://www.gnumeric.org/
Microsiris (basic) http://www.microsiris.com/
STATCAO (basic) http://www.statcato.org/statcato/index.php
SOFA (Basic) http://www.sofastatistics.com/home.php
BUGS (Bayesian) http://www.openbugs.net/w/FrontPage
Jags (Bayesian) http://mcmc-jags.sourceforge.net/
Jmulti (Time series) http://www.jmulti.de/
Gretl (Econometrics) http://gretl.sourceforge.net/
QDA (Textual analysis) http://www.pressure.to/qda/
Epiinfo https://www.cdc.gov/epiinfo/index.html
OpenEpi http://www.openepi.com/Menu/OE_Menu.htm
EZText (Qualitative analysis) https://hsrr.nlm.nih.gov/hsrr_search/record_details/1428
Machine learning
https://en.wikipedia.org/wiki/Machine_learning
Data mining
R+ Rattle https://rattle.togaware.com/
Tanagra http://eric.univ-lyon2.fr/~ricco/tanagra/en/tanagra.html
GIS
https://opensource.com/alternatives/arcgis
https://en.wikipedia.org/wiki/List_of_geographic_information_systems_software
AutoGiIS – Automating GIS processes https://automating-gis-processes.github.io/site/
Geospatial World – media platform in the geospatial domain https://www.geospatialworld.net/
Google Earth Engine https://earthengine.google.com/
Open Source GIS Foundation (OSGeos) https://www.osgeo.org/resources/
QGIS – A free and open source Geographic Information System https://qgis.org/en/site/
GRASS https://grass.osgeo.org/
GVSIG – Network of open source geomatics http://www.gvsig.com/en
ESRI – ARCGIS platform https://www.esri.com/en-us/home
- ArcGIS StoryMaps https://storymaps.arcgis.com/
- ArcGIS Hub https://hub.arcgis.com/
Visualization
Gephi https://gephi.org/
ParaView https://www.paraview.org/
VisIt https://wci.llnl.gov/simulation/computer-codes/visit
Weave http://www.oicweave.org/, http://iweave.com/
Computer languages
C/C++/Java/Javascript
Scientific modeling
https://en.wikipedia.org/wiki/Scientific_modelling
Code sharing
Github https://github.com/
Other statistical packages
https://en.wikipedia.org/wiki/List_of_statistical_packages#Open_source
http://www.statsci.org/free.html
http://statpages.info/javasta2.html
Other data analysis tools
http://maxima.sourceforge.net/
Big Data