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Personal Projects

Data Collection

Solutions

GeoAI

  1. Remote Sensing
  2. Demographic
    1. Population
    2. Purchasing Power
    3. Household
    4. Water Availability
    5. Rainfall Intensity
  3. POI
    1. Government
    2. Public Facility
    3. Healthcare
    4. Education
    5. Religion
    6. Culture
  4. Land used
    1. Forest
    2. Field
    3. Plantation
    4. Building
    5. Water (Lake, River)
  5. Network Utility
    1. Road
    2. Energy
    3. Animal Migration
    4. Transportation
    5. Telecomunication
    6. Water Resource
    7. Infrastructures
  6. Boundary
    1. Natural
    2. Ecological
    3. Flora and Fauna
    4. Social
    5. Coastline
    6. Administrative
    7. Residential
    8. Coral Reef
    9. Mangrove
    10. Earth Quake (Hazard, Risk)
    11. Bathymetry
    12. Hydrogeology Lithology Aquifer
    13. Hydrogeology of Aquifer Productivity
    14. Magneto field
    15. Contours
  7. External Data
    1. OpenStreetMap Data
    2. Country-level administrative
    3. GADM (Global Administrative Areas)
    4. Humanitarian Data Exchange (HDX)
    5. MapCruzin – Various environmental, demographic, and infrastructure
    6. FAO/UNESCO – Soil data of the world
    7. World Bank Data Catalog
    8. VIIRS/JPSS1 Lunar BRDF-Adjusted Nighttime Lights Yearly
    9. Weather Himawari Monitor
    10. Earth quake GEM GLOBAL SEISMIC HAZARD MAP
    11. Kode Pos Indonesia
    12. IDN Spatial Distribution of Population Estimation
  8. Data collection
    1. geospatial datasets Catalogs
    2. open datasets on AWS
    3. open geospatial datasets on AWS
    4. STAC endpoints for the AWS Open Data Program
    5. The Google Earth Engine data catalog
    6. list of geospatial datasets on NASA’s Common Metadata Repository (CMR)
    7. A list of STAC endpoints retrieved
    8. The Maxar Open Data STAC Catalog
    9. Some commonly used geospatial datasets
    10. USGS Earth Explorer - Lansat dataset
    11. Sentinel / Copernicus Browser
    12. NASA Earthdata Search
    13. NASA Worldview
    14. NOAA Data Access Viewer
    15. NOAA CLASS (Comprehensive Large Array-data Stewardship System)
    16. Geo-Airbus Defense
    17. JAXA Global ALOS 3D World