000 02614 a2200361 4500
001 135196674X
005 20250317111638.0
008 250312042017xx eng
020 _a9781351966740
037 _bTaylor & Francis
_cGBP 65.99
_fBB
040 _a01
041 _aeng
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072 7 _a333.73
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100 1 _aBiao Liu
245 1 0 _aSpatio-temporal Analysis and Optimization of Land Use/Cover Change
_bShenzhen as a Case Study
250 _a1
260 _bCRC Press
_c20170807
300 _a206 p
520 _bThis book proposes a method to solve land use problems, and has made some significant contributions to the land use analysis and optimization study fields. Firstly, three spatio-temporal logit models for land use change analysis, namely, geographically and temporally weighted logit model (GTWLM), spatio-temporal panel logit model (ST-PLM) and generalized spatio-temporal logit model (GSTLM), are proposed. GTWLM, which considers spatio-temporal non-stationarity, includes temporal data in a spatio-temporal framework by proposing a spatiotemporal distance. ST-PLM incorporates the spatio-temporal correlation and individual effect in one model. By integrating GTWLM and ST-PLM, the GSTLM explores spatio-temporal non-stationarity and correlations simultaneously, whilst considering their individual effects to construct an integrated model. Secondly, a MOO-based two-level spatial planning of land use is proposed. The spatial planning aims at managing and coordinating the land use at different geographic extents and involves spatial layouts and structures of land use at different levels. In spatial planning, GIS and Remote Sensing are used to evaluate, analyze, and measure environmental, economic and social issues. The quantitative relationships between these objectives and spatial land use allocation are then used as rules in the MOO process to simulate environmental conditions under different spatial land use allocation scenarios. The book features a case study of Shenzhen city, the most important Special Economic Zone in China. This book will be of interest to academics and professionals in the fields of urban planning, land resource management, remote sensing and geographic information systems.
700 1 _aBo Huang
_4A01
700 1 _aWenting Zhang
_4A01
999 _c7340
_d7340