Intra-urban land use maps for a global sample of cities from Sentinel-2 satellite imagery and computer vision

Earth & Environmental Sciences

• computer vision 100%
• satellite imagery 75%
• land use 53%
• city 44%
• train 18%
• road 14%
• informal settlement 13%
• built-up area 11%
• open space 11%
• world 11%
• urban growth 11%
• atlas 10%
• residential area 10%
• machine learning 9%
• population size 9%
• metropolitan area 9%
• mosaic 9%
• imagery 7%
• cost 5%
• product 4%
• method 2%

Social Sciences

• land use 78%
• Residential land 32%
• road 17%
• urban planner 13%
• residential area 12%
• neural network 11%
• learning method 9%
• taxonomy 9%
• agglomeration area 9%
• developing country 7%
• costs 5%
• time 3%