The book is concerned with the statistical theory for locating spatial sensors. It bridges the gap between spatial statistics and optimum design theory. After introductions to those two fields the topics of exploratory designs and designs for spatial trend and variogram estimation are treated. Special attention is devoted to describing new methodologies to cope with the problem of correlated observations. A great number of relevant references are collected and put into a common perspective. The theoretical investigations are accompanied by a practical example, the redesign of an Upper-Austrian air pollution monitoring network. A reader should be able to find respective theory and recommendations on how to efficiently plan a specific purpose spatial monitoring network. The third edition takes into account the rapid development in the area of spatial statistics by including new relevant research and references. The revised edition contains additional material on design for detecting spatial dependence and for estimating parametrized covariance functions.
發表於2024-12-25
Collecting Spatial Data 2024 pdf epub mobi 電子書 下載
圖書標籤:
空間數據采樣
評分空間數據采樣
評分空間數據采樣
評分空間數據采樣
評分空間數據采樣
Collecting Spatial Data 2024 pdf epub mobi 電子書 下載