Dataset of 'Mapping 10-m Industrial Lands across 1000+ Global Large Cities, 2017-2023'

This dataset provides high-resolution (10 m) industrial land maps for 1,093 global cities from 2017 to 2023. 

The dataset includes:

• 10 m resolution industrial land maps for each year (GeoTIFF, Zip)
• Detailed information for each city, including industrial land area per capita indicators (1093_city_information.xlsx)
• Validation Package (Validation_Package.zip)

File Naming Convention

• GeoTIFF files: Industrial_land_XXX_YYY_YEAR.tif
  • XXX: Country code
  • YYY: City ID
  • YEAR: Year of data
  • Example: Industrial_land_USA_634_2017.tif represents the industrial land map for Chicago, USA, in 2017.

Each TIF file has a 10 m spatial resolution with the GCS_WGS_1984 spatial projection. The maps include three classes:

• Class 1: Industrial land in built-up areas
• Class 2: Non-industrial land in built-up areas
• Class 0: Non-built-up areas

City Information

A detailed summary of city-specific information, including the annual total industrial land area, is provided in 1093_city_information.xlsx. This file includes:

• ID_HDC_G0: Unique city ID (Urban Centre)
• CTR_MN_NM: Main country name
• CTR_MN_ISO: ISO-3 country codes
• UC_NM_MN: Main city (Urban Centre) name
• UC_NM_LST: Full list of assigned city (Urban Centre) names
• CLUSTER: Assigned cluster number in industrial land modeling
• URB_ECOREGION: Assigned urban ecoregion
• CLUSTER: Assigned cluster number in industrial land modeling
• IND_YEAR: Total industrial land area for each year (in m²).

Validation Package 

• This package includes validation samples used for industrial land mapping validation.
• Validation_shapefile/: Contains the validation shapefiles used for assessing the accuracy of industrial land maps.
• Validation of Industrial Land Map Using CO₂ Emissions Data.xlsx: Includes validation results comparing industrial land maps with CO₂ emissions data.
• Association between Proposed Industrial Land and the Official Data.xlsx: Contains data assessing the relationship between the proposed industrial land and official datasets.