List of free satellite-based products and geospatial data on internet
This post updated regularly, so if you couldn’t find what you are looking for, comeback later or send me an email!
Latest update: 3 Nov 2020
Decision making to response different type of hazards requires different information. So does datasets necessary for the analysis. The data and information may not be available in one single map. This list is intended to provide data options and its use for different contexts.
The data vary in accuracy, resolution, frequency of update, and geographic coverage. Data summary below mainly highlights the format, methods and technicalities (links to the sources provided). Full download of the datasets is available for most sources.
Baseline
An effective disaster management system requires collection of baseline data that is comprehensive, accurate, timely, and accessible. Without these characteristics, an effective, economical, and task- oriented disaster management system cannot be achieved. This handbook focuses on baseline data collection and impact calculation for specific disasters, which can be defined as the scope and nature of the overall informational resources needed to prepare for and respond to a variety of disasters. What is presently required is a clear understanding of the characteristics of current information resources, their functional capabilities, and their use for disaster management.
Boundaries
GADM
Reference: https://gadm.org/index.html
Format: Geopackage and Shapefile
Coverage: Global, admin level 0 - 4 (availability is different for each country)
Download link: By country https://gadm.org/download_country_v3.html, Indonesia Shapefile: https://biogeo.ucdavis.edu/data/gadm3.6/shp/gadm36_IDN_shp.zip Geopackage: https://biogeo.ucdavis.edu/data/gadm3.6/gpkg/gadm36_IDN_gpkg.zip
The coordinate reference system is longitude/latitude and the WGS84 datum.
COD - Common Operational Datasets
Reference: https://data.humdata.org/dataset?vocab_Topics=common+operational+dataset+-+cod
Format: Geopackage and Shapefile
Coverage: Global, admin level 0 - 4 (availability is different for each country)
Download link: By country https://data.humdata.org/dataset?vocab_Topics=common+operational+dataset+-+cod, Indonesia https://data.humdata.org/dataset/indonesia-administrative-boundary-polygons-lines-and-places-levels-0-4b
Natural Earth Data
Reference: https://www.naturalearthdata.com
Download link: https://www.naturalearthdata.com/downloads/10m-cultural-vectors/
Marine Boundaries
Coverage: World, marine boundaries and Economic Exclusive Zone
Reference: http://www.marineregions.org/sources.php#marbound
Download link: http://www.marineregions.org/downloads.php#marbound
Methodology: http://www.marineregions.org/eezmethodology.php
Population
Global mapping of population is rapidly growing in recent years. They are available at detailed spatial scales. The analysis is based on satellite or other geospatial data layers. The specifications of each map (data) widely differ. In order to get accurate population distributions, each data should be reconstructed and synchronized. Population data are necessary for the analysis of impacts of population growth, monitor population changes, and plan interventions.
Landscan
Reference: https://landscan.ornl.gov
Format and resolution: GeoTIFF, 1km spatial resolution
Coverage: Global, annual from 2000 - 2018 estimates of number of people per pixel (ppp)
Download link: https://landscan.ornl.gov/landscan-datasets
WorldPop
Reference: https://www.worldpop.org
Feature: API, GIS plugin, R package, and modelling script
Format and resolution: GeoTIFF, 100m spatial resolution
Data coverage: Global, annual from 2000 - 2018 estimates of number of people per pixel (ppp)
Link: The GeoTIFF images can be downloaded like so: ftp://ftp.worldpop.org.uk/GIS/Population/Global_2000_2020/YYYY/ISO3/iso3_ppp_yyyy.tif Example for Indonesia, year 2020, FTP download 0.99 GB - ftp://ftp.worldpop.org.uk/GIS/Population/Global_2000_2020/2020/IDN/idn_ppp_2020.tif
Other data product besides population: Births, Pregnancies, Urban Change, Age and sex structures, Development and Health Indicators, Dependency Ratio, Internal Migration Flow and others.
Facebook
Reference: https://dataforgood.fb.com/tools/population-density-maps/
Format and resolution: GeoTIFF, 30m spatial resolution
Data coverage: Global, 2019 estimates of number of people per pixel (ppp)
Download link: Humanitarian Data Exchange (HDX) - https://data.humdata.org/organization/facebook
Download link for Indonesia:
IDN_children_under_five_2019-06-01_csv.zip, zipped csv (111.2M), https://data.humdata.org/dataset/0474df44-62b5-4a4c-a4fd-fd733979e2cc/resource/94e808ad-9a61-426a-9fa3-60db15ad9eee/download/idn_children_under_five_2019-06-01_csv.zip
IDN_children_under_five_2019-06-01_geotiff.zip, zipped geotiff (77.8M), https://data.humdata.org/dataset/0474df44-62b5-4a4c-a4fd-fd733979e2cc/resource/358825e9-bdac-4fa0-ae0e-07ec3f2fd1b4/download/idn_children_under_five_2019-06-01_geotiff.zip
IDN_elderly_60_plus_2019-06-01_csv.zip, zipped csv (111.1M), https://data.humdata.org/dataset/0474df44-62b5-4a4c-a4fd-fd733979e2cc/resource/90fecfaf-8861-4715-af8f-941a1cd3ef90/download/idn_elderly_60_plus_2019-06-01_csv.zip
IDN_elderly_60_plus_2019-06-01_geotiff.zip, zipped geotiff (77.8M), https://data.humdata.org/dataset/0474df44-62b5-4a4c-a4fd-fd733979e2cc/resource/a64ca5fb-7f43-47dd-a238-a2ff13b8e912/download/idn_elderly_60_plus_2019-06-01_geotiff.zip
IDN_men_2019-06-01_csv.zip, zipped csv (111.2M), https://data.humdata.org/dataset/0474df44-62b5-4a4c-a4fd-fd733979e2cc/resource/2ed67ff5-5f22-44b5-89cd-1bc8133b7440/download/idn_men_2019-06-01_csv.zip
IDN_men_2019-06-01_geotiff.zip, zipped geotiff (77.7M), https://data.humdata.org/dataset/0474df44-62b5-4a4c-a4fd-fd733979e2cc/resource/b1bf4b94-771c-44d2-8484-bad8c475621a/download/idn_men_2019-06-01_geotiff.zip
IDN_women_2019-06-01_csv.zip, zipped csv (111.2M), https://data.humdata.org/dataset/0474df44-62b5-4a4c-a4fd-fd733979e2cc/resource/fb4f26e7-6f15-4f1e-ae14-8800890c5340/download/idn_women_2019-06-01_csv.zip
IDN_women_2019-06-01_geotiff.zip, zipped geotiff (77.7M), https://data.humdata.org/dataset/0474df44-62b5-4a4c-a4fd-fd733979e2cc/resource/4258beb2-1579-475a-8fc2-2028289585dd/download/idn_women_2019-06-01_geotiff.zip
IDN_women_of_reproductive_age_15_49_2019-06-01_csv.zip, zipped csv (111.2M), https://data.humdata.org/dataset/0474df44-62b5-4a4c-a4fd-fd733979e2cc/resource/5c97ebbe-e1b5-4991-9e32-154f9d1e4942/download/idn_women_of_reproductive_age_15_49_2019-06-01_csv.zip
IDN_women_of_reproductive_age_15_49_2019-06-01_geotiff.zip, zipped geotiff (77.7M), https://data.humdata.org/dataset/0474df44-62b5-4a4c-a4fd-fd733979e2cc/resource/6620dbe5-24fd-4820-ba8b-6e5dd568b3be/download/idn_women_of_reproductive_age_15_49_2019-06-01_geotiff.zip
IDN_youth_15_24_2019-06-01_csv.zip, zipped csv (111.1M), https://data.humdata.org/dataset/0474df44-62b5-4a4c-a4fd-fd733979e2cc/resource/64907f8a-a9d3-4763-b7cf-6c41c926cefc/download/idn_youth_15_24_2019-06-01_csv.zip
IDN_youth_15_24_2019-06-01_geotiff.zip, zipped geotiff (77.8M), https://data.humdata.org/dataset/0474df44-62b5-4a4c-a4fd-fd733979e2cc/resource/776d4ce4-8490-4d96-8cc8-05980c7eadde/download/idn_youth_15_24_2019-06-01_geotiff.zip
population_idn_2018-10-01_geotiff.zip, zipped geotiff (77.7M), https://data.humdata.org/dataset/0474df44-62b5-4a4c-a4fd-fd733979e2cc/resource/2b5f1310-ef98-44cb-b8b6-0d314add751c/download/population_idn_2018-10-01_geotiff.zip
population_idn_2018-10-01.csv.zip, zipped csv (122.2M), https://data.humdata.org/dataset/0474df44-62b5-4a4c-a4fd-fd733979e2cc/resource/1951bdfe-df73-45a9-b1bb-14d72966666c/download/population_idn_2018-10-01.csv.zip
JRC GHSL
Reference: https://ghsl.jrc.ec.europa.eu
Format and resolution: GeoTIFF, 38m for footprint and 250m for population grids spatial resolution
Data coverage: 2015 estimates of number of people per pixel (ppp)
Download link: Population grids - https://ghsl.jrc.ec.europa.eu/ghs_pop.php and Footprint - https://ghsl.jrc.ec.europa.eu/ghs_bu.php
Settlement
World Settlement Footprint (WSF) 2015
AOI: Global
Reference:
https://www.nature.com/articles/s41597-020-00580-5
https://www.dlr.de/eoc/en/desktopdefault.aspx/tabid-9628/16557_read-40454/
Source: DLR
Format and resolution: GeoTIFF, 10m spatial resolution
Download Link: WSF2015 can be downloaded from a dedicated repository
Climate
Precipitation
Many research institution are producing global satellite precipitation estimate, and mostly available for public. Most notably products are CHIRPS, TRMM, CMORPH, GPM and GSMaP.
CHIRPS
Coverage: Global
Reference: https://www.chc.ucsb.edu/data/chirps
Format and resolution: GeoTIFF and NetCDF, 0.05 deg ~ 5.6 km spatial resolution
Data range: 1 Jan 1981 - present
Download link:
Daily - https://data.chc.ucsb.edu/products/CHIRPS-2.0/global_daily/
Pentad - https://data.chc.ucsb.edu/products/CHIRPS-2.0/global_pentad/
Dekad - https://data.chc.ucsb.edu/products/CHIRPS-2.0/global_dekad/
Monthly 1 - https://data.chc.ucsb.edu/products/CHIRPS-2.0/global_monthly/
Monthly 2 - https://data.chc.ucsb.edu/products/CHIRPS-2.0/global_2-monthly/
Monthly 3 - https://data.chc.ucsb.edu/products/CHIRPS-2.0/global_3-monthly/
Annual - https://data.chc.ucsb.edu/products/CHIRPS-2.0/global_annual/
10-days Forecast - https://data.chc.ucsb.edu/products/EWX/data/forecasts/CHIRPS-GEFS_precip/10day/
Preliminary data - https://data.chc.ucsb.edu/products/CHIRPS-2.0/prelim/
IMERG
Coverage: Global
Source: NASA IMERG (https://pmm.nasa.gov/data-access/downloads/gpm)
Format and resolution: NetCDF4, 0.1 deg ~ 10 km spatial resolution
Data range: 12 Mar 2000 - present
Link:
30-min Final Released https://gpm1.gesdisc.eosdis.nasa.gov/data/GPM_L3/GPM_3IMERGHH.06/
30-min Early Released https://gpm1.gesdisc.eosdis.nasa.gov/data/GPM_L3/GPM_3IMERGHHE.06/
30-min Late Released https://gpm1.gesdisc.eosdis.nasa.gov/data/GPM_L3/GPM_3IMERGHHL.06/
Daily Final Released https://gpm1.gesdisc.eosdis.nasa.gov/data/GPM_L3/GPM_3IMERGDF.06/
Daily Early Released https://gpm1.gesdisc.eosdis.nasa.gov/data/GPM_L3/GPM_3IMERGDE.06/
Daily Late Released https://gpm1.gesdisc.eosdis.nasa.gov/data/GPM_L3/GPM_3IMERGDL.06/
Hydrographic
River
Hydroshed River
Coverage: Global
Source: https://hydrosheds.org
Format and resolution: Shepfile, 15 sec ~ 500 m spatial resolution
Link: https://hydrosheds.org/downloads
Lake
Hydroshed Lake
Coverage: Global
Format and resolution: Shepfile and GDB
Link:
Polygon: shp (782 MB zip-file) - https://97dc600d3ccc765f840c-d5a4231de41cd7a15e06ac00b0bcc552.ssl.cf5.rackcdn.com/HydroLAKES_polys_v10_shp.zip and gdb (727 MB zip-file) - https://97dc600d3ccc765f840c-d5a4231de41cd7a15e06ac00b0bcc552.ssl.cf5.rackcdn.com/HydroLAKES_polys_v10.gdb.zip
Pour points: shp (782 MB zip-file) - https://97dc600d3ccc765f840c-d5a4231de41cd7a15e06ac00b0bcc552.ssl.cf5.rackcdn.com/HydroLAKES_points_v10_shp.zip and gdb (78 MB zip-file) - https://97dc600d3ccc765f840c-d5a4231de41cd7a15e06ac00b0bcc552.ssl.cf5.rackcdn.com/HydroLAKES_points_v10.gdb.zip
Water Body
SRTM Water Body
Coverage: Global
Source: SRTM Water Body (http://dds.cr.usgs.gov/srtm/version2_1/SWBD/SWBD_Documentation/Readme_SRTM_Water_Body_Data.pdf)
Format: Shapefile in zip-file
Link: https://dds.cr.usgs.gov/srtm/version2_1/SWBD/
JRC Global Surface Water
Coverage: Global
Source: JRC Global Surface Water (https://www.nature.com/articles/nature20584.epdf?author_access_token=C5JSvooRop4jWxyp_qRPLNRgN0jAjWel9jnR3ZoTv0MqBuzCNsmw_DFxRd7sX93nfPzcbm_xTiPLlZMl7XrUhadm6EiT9cGdDNgn1s6EWrPWH3IeadLUjApplBoaS6xH)
Format and resolution: GeoTIFF, 30m spatial resolution, based on Landsat
Data coverage: From 80° north to 60° south. It is divided into tiles of 10 x 10 degrees. 1984-2015.
Data contents: Water occurrence, change, seasonality, recurrence, transitions and maximum extent
Link: https://global-surface-water.appspot.com/download
USGS Global Surface Water
AOI: Global
Source: USGS Global Surface Water (https://science.sciencemag.org/content/342/6160/850.abstract)
Format and resolution: GeoTIFF, 30m spatial resolution, based on Landsat
Data coverage: From 80° north to 60° south. It is divided into tiles of 10 x 10 degrees. 2000 - 2012.
Link: Bulk download - https://edcintl.cr.usgs.gov/downloads/sciweb1/shared/gtc/downloads/WaterMask2010_UMD.zip or as Individual tiles - https://edcintl.cr.usgs.gov/downloads/sciweb1/shared/gtc/downloads/WaterMask2010_UMD_individual/
Natural Hazards
Fire Hotspot
MODIS and VIIRS Hotspot
Coverage: Global, 2000 - now
Source: NASA FIRMS
Format: shp, csv, json
Link: https://firms.modaps.eosdis.nasa.gov/download/
ATSR
Coverage: Global, 1995 - 2012
Source: ESA ATSR
Format: ASCII, http://due.esrin.esa.int/page_wfaformats.php
Earthquake
Historical earthquake events also available for download from USGS website: https://earthquake.usgs.gov/earthquakes/search/
ShakeMap is available from USGS website https://earthquake.usgs.gov/data/shakemap/ and user is required to choose the earthquake event from the list and if not available, usually can be found through “Search ShakeMap archive”.
Landslide
Coverage: Global
Reference: https://maps.nccs.nasa.gov/arcgis/apps/webappviewer/index.html?id=824ea5864ec8423fb985b33ee6bc05b7
Download link: https://maps.nccs.nasa.gov/arcgis/apps/MapAndAppGallery/index.html?appid=574f26408683485799d02e857e5d9521
Land Susceptibility
Coverage: Global
Reference: https://earthobservatory.nasa.gov/images/89937/a-global-view-of-landslide-susceptibility and https://ntrs.nasa.gov/archive/nasa/casi.ntrs.nasa.gov/20170005840.pdf
Format: GeoTIFF, 1km spatial resolution
Download link: https://gpm.nasa.gov/sites/default/files/downloads/global-landslide-susceptibility-map-1-30-20.zip
OpenStreetMap
Global
Reference: OSM via GeoFabrik
Format and update: shapefile in zip-file, daily update
Feature content:
Point Features: places; point of interest; places of worship; natural features; traffic related; transport infrastructure
Line Features: road and paths; railways, subways, trams, lifts, and cable cars; waterways
Polygon Features: building outlines; land use and land cover; bodies of water
Link: Asia - http://download.geofabrik.de/asia.html, Indonesia - http://download.geofabrik.de/asia/indonesia-latest-free.shp.zip
Surabaya
Source: Perkumpulan OSM Indonesia (https://openstreetmap.id/data-surabaya/)
Format: shapefile, osm, geopackage
Feature content: Batas administrasi, bangunan, jalan, infrastruktur
Link:
Batas administrasi (shp) https://drive.google.com/open?id=1ARvJ_aEA_rg_zh6x_zuI8Zx8wIb7rPwH
Batas administrasi (osm) https://drive.google.com/open?id=1q0eQ9ctEv6KmLkw-8K4Id07W5bEOU4J4
Batas administrasi (gpkg) https://drive.google.com/open?id=1bhU7U4jiynEjMyRW2qPvBeenaLrqiR5h
Bangunan (osm) https://drive.google.com/open?id=18ZgH78G4ridroPcfTOQsAF9OKqEoJmzG
Jalan (osm) https://drive.google.com/open?id=1yDljp7q87lLQ4GnR0HxZe3i72hICErCm
Infrastruktur keseluruhan (shp) https://drive.google.com/open?id=1STnTZ2tljAIHzI_mbvqXu9boH5k0H6_K
Infrastruktur terperinci:
Fasilitas ekonomi (gpkg) https://drive.google.com/open?id=1tM97pQW0mumWWWFdldOKX_TO1_OG5FgJ
Infrastruktur komunikasi (gpkg) https://drive.google.com/open?id=1emY-3jNkskaNMp9rUIPRbhy6foRgedWO
Fasilitas pendidikan (gpkg) https://drive.google.com/open?id=1tghyX-Qgt2k8Fy3IVL-WbzR15YtZ3HA4
Layanan kedaruratan (gpkg) https://drive.google.com/open?id=1eK4HMSC25km-j41GFkYOqBoBYFQ1EId-
Stasiun pengisian bahan bakar umum (gpkg) https://drive.google.com/open?id=1y24hCns8UlTY_YWH5hvMVDeCtcAKdVJr
Kantor pemerintah (gpkg) https://drive.google.com/open?id=1TLSdnbHJAMdPwNtupOP7QlkCjgpBjdWo
Fasilitas kesehatan (gpkg) https://drive.google.com/open?id=1HmcoR-HhD6ptLyTVTTQdNmup2-PrVU9L
Infrastruktur kelistrikan (gpkg) https://drive.google.com/open?id=1fgw5phV_RFVUz1x24DhOSFN2_eYVeqeL
Tempat ibadah, fasilitas olahraga dan ruang publik (gpkg) https://drive.google.com/open?id=1KMHbjIG9Q_P0NtAC9IzTQWtxo2I65hIK
Sarana transportasi (gpkg) https://drive.google.com/open?id=1HzwN-DgYDQzgS20IA8UjPWluD1Wxy_Tw
Sarana perairan (gpkg) https://drive.google.com/open?id=1174Nb0j3xSLiKxONtTWik6qbuH5P8k8w
Jakarta
Source: Perkumpulan OSM Indonesia (https://openstreetmap.id/data-dki-jakarta/)
Format: shapefile, osm, geopackage
Feature content: Batas administrasi, bangunan, jalan, infrastruktur
Link:
Batas administrasi DKI (osm) https://drive.google.com/open?id=18HMJ62_bmLqDcn4hnJ1M8Ujt3f2xHZJB
Batas administrasi kotamadya (gpkg) https://drive.google.com/open?id=1L64PZxK_8XTeu_HVorBYTZcbz35jgCLB
Batas administrasi kecamatan (gpkg) https://drive.google.com/open?id=1iAxEwK7Z1c71nIhH6rb8OG2u8XTXf6El
Batas administrasi kelurahan (gpkg) https://drive.google.com/open?id=18N6_1o5FR1wlBkubrzm-ZTnRMUleUqCe
Batas administrasi rw (gpkg) https://drive.google.com/open?id=1iRM1AcnoRpY3ItqxWMwfs7twXOqWe1ia
Batas administrasi rt (gpkg) https://drive.google.com/open?id=1ZKITXqDOa277Sd5KWDvZUyCljHOeB6Ub
Bangunan (shp) https://drive.google.com/open?id=1LvWXH9Vuv76R0PL9AwY-hVt-Ixg9dqGu
Jalan (shp) https://drive.google.com/open?id=1c00zYz0mtv14b8K87JUFvJVf-WxRANL4
Infrastruktur keseluruhan (shp) https://drive.google.com/open?id=1MRA-NhAGohWVo0snlkymr99JYYUIenb-
Infrastruktur terperinci:
Fasilitas ekonomi (shp) https://drive.google.com/open?id=1oSSblEWaUxXDgRARpIBa8hV5-3nOd5eI
Infrastruktur komunikasi (shp) https://drive.google.com/open?id=110XxbarNPznlqtKKl_vzNTtHwAKwH6F-
Fasilitas pendidikan (shp) https://drive.google.com/open?id=1RQYdWS2zYQIdOy7BXGhUBLpq6cuGsF1Y
Layanan kedaruratan (shp) https://drive.google.com/open?id=154vq9jpAH7P46abjzvnuHSKH7eHtDuRU
Stasiun pengisian bahan bakar umum (shp) https://drive.google.com/open?id=1DCRFhXCqIrtjvoR3XaEc_DnHwUKddk8r
Kantor pemerintah (shp) https://drive.google.com/open?id=1uc3UqVe4XXEepNZeTtc-kCCmQaVf5QXt
Fasilitas kesehatan (shp) https://drive.google.com/open?id=1azUAetAfVKHmkh8MdBnZv6owD-jzvBkd
Infrastruktur kelistrikan (shp) https://drive.google.com/open?id=1E-n34SPkon9_tWa3H7DwEsrfRH4XMcMD
Tempat ibadah, fasilitas olahraga dan ruang publik (shp) https://drive.google.com/open?id=1gkA503jsLdtxLBfOfztGKUwbB9j92E8-
Sarana transportasi (shp) https://drive.google.com/open?id=1fSjRH71xbOWG8nT8--9raJyPTa4paEwr
Sarana perairan (shp) https://drive.google.com/open?id=1LIWCT63eRT_357u51sluRfjBQCo-EJLF
Semarang
Source: Perkumpulan OSM Indonesia (https://openstreetmap.id/data-semarang/)
Format: shapefile, osm, geojson, geopackage
Feature content: Batas administrasi, bangunan, jalan, infrastruktur
Link:
Batas administrasi (shp) https://drive.google.com/open?id=1bGw7PgBwDf4C3sjX4elNWSbRBJMW9Jrp
Batas administrasi (geojson) https://drive.google.com/open?id=1m2C1_dxiphOC9YDLQhsKKJ_FqVZqhiGh
Batas administrasi kecamatan (geojson) https://drive.google.com/open?id=1ZGTjT-iqqUCdSKE-3b4LZ5-ezaLM7QFE
Batas administrasi kelurahan (geojson) https://drive.google.com/open?id=1O2VMlY9LeNT49RsqFhsEL-E79nN_A2-w
Batas administrasi rw (geojson) https://drive.google.com/open?id=1-sO0Em3hFSnrdkX_-BgpKXBZxP50ZLZX
Bangunan (shp) https://drive.google.com/open?id=1xGBYdW54vPIp-BE81UwVad2AVBC8owcV
Jalan (shp) https://drive.google.com/open?id=1By3_FwPaLOos0Xvo1SpBYQoAlUiX2gv5
Infrastruktur keseluruhan (shp) https://drive.google.com/open?id=1Y0yF4RmKC-ZantMyPSKXimqJZQUfVJIs
Infrastruktur terperinci:
Fasilitas ekonomi (gpkg) https://drive.google.com/open?id=1ItjIE7KA5efo8tVn1ZWhn_ibUu9XBm7z
Infrastruktur komunikasi (gpkg) https://drive.google.com/open?id=16z5gPvkFjbdrMuWwt-oCZkcjMy5Z3OD7
Fasilitas pendidikan (gpkg) https://drive.google.com/open?id=1261mqijxkJZvdtlQIDpBoT-W24ySMa6X
Layanan kedaruratan (gpkg) https://drive.google.com/open?id=1mvF5ifakBEsO744ckFdHuZmwRn-nAk27
Stasiun pengisian bahan bakar umum (gpkg) https://drive.google.com/open?id=1CRb59034Xtm_SD_AE2t2Rv6mTnP6X3W4
Kantor pemerintah (gpkg) https://drive.google.com/open?id=1Q-MjF3TBB_Dc4Av7t_wNoNwO60DVa5OC
Fasilitas kesehatan (gpkg) https://drive.google.com/open?id=1JP2YvK3KGFY-LpNzo_1sGnrEeZqqfdSj
Infrastruktur kelistrikan (gpkg) https://drive.google.com/open?id=1I1TrQ4ACoryKs5yHFbLgQL1r8R4On6ou
Tempat ibadah, fasilitas olahraga dan ruang publik (gpkg) https://drive.google.com/open?id=1ct9NqJwLTl4vp-RqgzgP_l2QkKorvwkV
Sarana transportasi (gpkg) https://drive.google.com/open?id=1bKP9pEPr6ii0O3j1Lkx-7n_mGbZObeZu
Sarana perairan (gpkg) https://drive.google.com/open?id=18HAyKbBz8IQaDytbFiXw1ExfuAHQZy8W
Physical
Landcover
Land cover maps represent spatial information on different types (classes) of physical coverage of the Earth's surface, e.g. forests, grasslands, croplands, lakes, wetlands. Dynamic land cover maps include transitions of land cover classes over time and hence captures land cover changes. Land use maps contain spatial information on the arrangements, activities and inputs people undertake in a certain land cover type to produce, change or maintain it.
Copernicus Global Landcover Services
Coverage: Global
Blog: https://blog.vito.be/remotesensing/lcviewer
Source: https://land.copernicus.eu/global/products/lc
Format and resolution: GeoTIFF in zip-file, 100m spatial resolution
Download link: Tile for Indonesia
ESA CCI Annual Landcover
Coverage: Global
Source: ESA Climate Change Initiative https://www.esa-landcover-cci.org/?q=node/197
Format and resolution: NetCDF, 300m spatial resolution, annual 1992 - 2018
Download Link: https://cds.climate.copernicus.eu/cdsapp#!/dataset/satellite-land-cover?tab=overview
GlobCOVER
Coverage: Global
Source: ESA GlobCover (http://due.esrin.esa.int/page_globcover.php)
Format and resolution: GeoTIFF in zip-file, 300m spatial resolution
Link: http://due.esrin.esa.int/files/Globcover2009_V2.3_Global_.zip
Bare Land
Coverage: Global
Source: GLAD UMD (https://glad.geog.umd.edu/dataset/global-2010-bare-ground-30-m)
Format and resolution: GeoTIFF, 30m spatial resolution, based on Landsat
Data coverage: From 80° north to 60° south. It is divided into tiles of 10 x 10 degrees.
Link: https://glad.umd.edu/Potapov/Bare_2010/
Tree Cover and Loss
Coverage: Global
Source: http://earthenginepartners.appspot.com/science-2013-global-forest
Format and resolution: GeoTIFF, 30m spatial resolution, based on Landsat
Data coverage: From 80° north to 60° south. It is divided into tiles of 10 x 10 degrees.
Link: http://earthenginepartners.appspot.com/science-2013-global-forest/download_v1.7.html
Cropland based on MODIS
Coverage: Global
Source: GLAD UMD (https://glad.geog.umd.edu/dataset/gce/global-cropland-extent)
Format and resolution: GeoTIFF, 250m spatial resolution, based on MODIS
Data coverage: Each tile is 4800x4800 in MODIS Sinusoidal projection with a pixel size of 231.65635m. A map of MODIS tiles can be found here - https://glad.geog.umd.edu/croplands/sinusoidal.gif
Link: Cropland Probability - https://glad.geog.umd.edu/dataset/gce/250mprob and Discrete Cropland/Non-Cropland https://glad.geog.umd.edu/dataset/gce/modis-global-crop-extent-discrete-croplandnot-cropland-data
Cropland based on Landsat
Coverage: Global
Source: USGS GFSAD (https://www.usgs.gov/centers/wgsc/science/global-food-security-support-analysis-data-30-m?qt-science_center_objects=0#qt-science_center_objects)
Format and resolution: GeoTIFF, 30m spatial resolution, based on Landsat
Link: Southeast Asia - https://lpdaac.usgs.gov/products/gfsad30seacev001/
Terrain
DEMNAS
Coverage: Indonesia
Source: http://tides.big.go.id/DEMNAS/ - registration required before downloading the data.
Format and resolution: GeoTIFF, 8m spatial resolution
Link:
Sumatera - http://tides.big.go.id/DEMNAS/Sumatera.php
Kalimantan - http://tides.big.go.id/DEMNAS/Kalimantan.php
Sulawesi - http://tides.big.go.id/DEMNAS/Sulawesi.php
Jawa dan Bali - http://tides.big.go.id/DEMNAS/Jawa.php
Nusa Tenggara - http://tides.big.go.id/DEMNAS/Nusa_tenggara.php
Maluku - http://tides.big.go.id/DEMNAS/Maluku.php
Papua - http://tides.big.go.id/DEMNAS/Papua.php
BATNAS - http://tides.big.go.id/DEMNAS/Batnas.php
SRTM
Coverage: Global
Source: NASA SRTM (https://earthdata.nasa.gov/nasa-shuttle-radar-topography-mission-srtm-version-3-0-global-1-arc-second-data-released-over-asia-and-australia)
Format and Resolution: GeoTIFF, 30m and 90m spatial resolution
Link: 30m - http://dwtkns.com/srtm30m/ and 90m - http://dwtkns.com/srtm/
ASTER GDEM
Coverage: Global
Source: ASTER GDEM (https://asterweb.jpl.nasa.gov/gdem.asp)
Format and Resolution: GeoTIFF, 30m spatial resolution
NASADEM
Coverage: Global
Reference: https://earthdata.nasa.gov/esds/competitive-programs/measures/nasadem
Foremat and resolution: HGT and NetCDF, 30m spatial resolution
Link: https://lpdaac.usgs.gov/news/release-nasadem-data-products/
Tools for download the data: https://github.com/dshean/nasadem
Copernicus Digital Elevation Model 30
AOI: Global
News: https://bit.ly/3kEnXem
Source: Copernicus
Format: GeoTIFF and DTED
Resolution: Europe 10m, Global 30 and 90m
Download link: https://spacedata.copernicus.eu/fr/dataset-details?articleId=394198