CHAPTER 11 Application of Machine Learning in Urban Land Use

Haili Zhang and Qin Zhou

Hainan Key Laboratory for Sustainable Utilization of Tropical Bioresources, Hainan University, Haikou, China

DOI: 10.1201/9781032646268-11

11.1 Introduction

11.1.1 Briefly Introduce the Concept of Machine Learning and Urban Land Use

As we witness unprecedented urbanization across the globe, urban planners and policymakers face the ever-growing challenge of creating sustainable and resilient cities (He et al., 2016). The efficient allocation and management of land resources play a crucial role in this endeavor. Urban land use encompasses various aspects of urban planning, including zoning, transportation, housing, and public amenities, all of which significantly ...

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