書籍詳細

書籍詳細




洋書

山形与志樹・ 瀬谷創(共)編/ビッグデータを利用した空間分析

Spatial Analysis Using Big Data : Methods and Urban Applications

(Spatial Econometrics and Spatial Statistics)

Yamagata, Yoshiki (EDT)   Seya, Hajime (EDT)

Academic Pr 2019/11
284 p. 22 cm   
装丁: Pap   
版表示など: pap.    装丁について
テキストの言語: ENG    出版国: US
ISBN: 9780128131275
KCN: 1034909245
紀伊國屋書店 選定タイトル
標準価格:¥22,110(本体 ¥20,100)   
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納期について
DDC: 330
KDC: E121 都市・地域経済
C50 都市・コミュニティ
関連書リスト: NC2498
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Annotation

The book explains the most powerful, state-of-the-art spatial econometric methods, focusing particularly on urban research problems. Each method, written by leading exponents of the discipline, uses real-time urban big data to solve research problems in spatial science.

Full Description

Spatial Analysis Using Big Data: Methods and Urban Applications helps readers understand the most powerful, state-of-the-art spatial econometric methods, focusing particularly on urban research problems. The methods represent a cluster of potentially transformational socio-economic modeling tools that allow researchers to capture real-time and high-resolution information to potentially reveal new socioeconomic dynamics within urban populations. Each method, written by leading exponents of the discipline, uses real-time urban big data to solve research problems in spatial science. Urban applications of these methods are provided in unsurpassed depth, with chapters on surface temperature mapping, view value analysis, community clustering and spatial-social networks, among many others.

Table of Contents

Part 1. Introduction Part 2. Methods for big spatial data analysis 1. Spatial statistics and data assimilation 2. Spatial and temporal statistical models 3. Spatial econometrics and social interaction models 4. Spatial clustering models 5. Complex network models 6. Spatial mobility data models 7. Land use and transport models 8. Land use scenario visualization tools Part 3. Urban applications of big spatial data analysis 9. Surface temperature mapping for heat wave risk management 10. Spatial heat-wave assessments using Geo-tagged Twitter data 11. Assimilation of cell phone mobility data for agent based simulation 12. Spatial-social network analysis of the patent data 13. CO2 emission mapping using human sensor data 14. Optimal community clustering for sharing economy 15. View value analysis using 3D urban structure data 16. Big Spatial Data Analysis: case studies in New York 17. Big Spatial Data Analysis: case studies in London