Published October 30, 2025 | Version v1
Dataset Open

EULUC-Globe: Global Essential Urban Land Use Categories Map for 2024

Description

The Global Essential Urban Land Use Categories (EULUC-Globe) product provides parcel-level, fine-grained land use category maps for global urban areas in 2024. The product is generated using multisource geospatial data (e.g., Sentinel-1/2 imagery and worldwide POI data) combined with an advanced multimodal deep learning framework. The overall accuracy of the product reaches 75.87%, validated with over 15,000 globally distributed samples.  The land use parcels are segmented by continent and organized into six GPKG files. The classification system and the corresponding category codes used in the uploaded dataset are listed below.

Level-I

Level-II

Index

01 Residential

101 Residential

0

02 Commercial

201 Commercial

1

03 Industrial

301 Industrial

2

04 Transportation

401 Road

3

402 Transportation station

4

403 Airport facilities

5

404 Harbor

6

405 Parking

7

05 Public management and service

501 Administrative

8

502 Educational

9

503 Medical

10

504 Sport and cultural

11

505 Park and greenspace

12

06 Unused land

601 Unused lands

13

07 Agricultural

701 Agricultural

14

08 Water

801 Water

15

Files

Africa.zip

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