Lebanon-Agrytech-Hackathon

data for Agrytech 2018 Hackathon

General Websites: http://www.fao.org/geonetwork/srv/en/main.home https://explorer.earthengine.google.com

Track 1: Farm

Crops:

Cereal production: http://www.lebanonspatial.org

Crop Value (international $/ha): http://www.arabspatial.org/

Crop Yields http://www.arabspatial.org/

Irrigated areas and cereal import dependency: http://www.arabspatial.org/

Climate:

Lebanon data: http://geoagro.icarda.org/en/default/climate

Global data: https://disc.sci.gsfc.nasa.gov/datasets?keywords=GLDAS

https://explorer.earthengine.google.com

Track 2: Bees

Cell towers: https://www.cellmapper.net/map?MCC=415&MNC=1&type=UMTS&latitude=33.92&longitude=35.888000000000034&zoom=9&showTowers=true&clusterEnabled=true&tilesEnabled=true&heatMapEnabled=false&showOrphans=false&showNoFrequencyOnly=false&showFrequencyOnly=false&showBandwidthOnly=false&DateFilterType=Last&showHex=false&showVerifiedOnly=false&showUnverifiedOnly=false&showLTECAOnly=false&showBand=0&mapType=custom_map&showSectorColours=true

Bee populations: https://mol.org/en/species/map/Bombus_niveatus?regiontype=countries&region=lebanon

Track 3: Water

Soil:

World Soil Database: https://soilgrids.org/#!/?layer=TAXNWRB_250m&vector=1

Soil moisture https://smap.jpl.nasa.gov/

Evapotranspiration

Actual Evapotranspiration: http://www.fao.org/in-action/remote-sensing-for-water-productivity/wapor/en/#/catalog/2/en

Net Evapotranspiration: MODIS> NASA LPDAAC Collections> MODIS Net Evapotranspiration https://earthexplorer.usgs.gov/

Satellite imagery: https://earthexplorer.usgs.gov/

Climate:

Lebanon data: http://geoagro.icarda.org/en/default/climate

Global data: https://disc.sci.gsfc.nasa.gov/datasets?keywords=GLDAS

https://explorer.earthengine.google.com

Vegetation:

E MODIS NDVI: https://earthexplorer.usgs.gov/

Above ground biomass production: http://www.fao.org/in-action/remote-sensing-for-water-productivity/wapor/en/#/catalog/2/en

Crops:

Cereal production: http://www.lebanonspatial.org

Crop Value (international $/ha): http://www.arabspatial.org/

Crop Yields: http://www.arabspatial.org/

Irrigated areas and cereal import dependency: http://www.arabspatial.org/

Track 4: Renewable Energy

Wind: http://www.renewableenergyfocus.com/view/16053/wind-map-of-lebanon/

National Energy Grid: http://www.geni.org/globalenergy/library/national_energy_grid/lebanon/index.shtml

Track 5: Forestry

First challenge

Climate:

Lebanon data: http://geoagro.icarda.org/en/default/climate

Global data: https://disc.sci.gsfc.nasa.gov/datasets?keywords=GLDAS https://explorer.earthengine.google.com

Land cover use change map>MODIS Landcover: https://earthexplorer.usgs.gov/ Digital Elevation Model (DEM): https://earthexplorer.usgs.gov/

Forestry: http://jabalmoussa.org/map/files/report.pdf

Wildlife:

https://www.gbif.org/

https://mol.org/en/species/map/

Third Challenge:

Digital Elevation Model (DEM): https://earthexplorer.usgs.gov/

Climate:

Lebanon data: http://geoagro.icarda.org/en/default/climate

Global data:

https://disc.sci.gsfc.nasa.gov/datasets?keywords=GLDAS

https://explorer.earthengine.google.com

Soil:

World Soil Database: https://soilgrids.org/#!/?layer=TAXNWRB_250m&vector=1

Soil moisture https://smap.jpl.nasa.gov/

Track 6: Fisheries

Marine Traffic: https://www.marinetraffic.com

Marine Ecoregions: http://maps.tnc.org/gis_data.html

Track 7: Supply Chain Mapping

Different products / industries: http://open.sourcemap.com

Local Market Information System (MIS) component, the FCCIAL: http://www.cci-fed.org.lb/English/Searchprices.aspx?pageid=456