Spatio-temporal Analysis and Optimization of Land Use/Cover C... - 9781138033153

CRC Press

Spatio-temporal Analysis and Optimization of Land Use/Cover ChangeShenzhen as a Case Study\nAuthor(s): Biao Liu, Bo Huang, Wenting Zhang\nFormat: Hardback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: CRC Press\nISBN-13: 9781138033153, 978-1138033153\nSynopsis\nThis 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-.