Spatial Predictive Modelling with R
Jin Li
Spatial predictive modeling (SPM) is an emerging discipline in applied sciences, playing a key role in the generation of spatial predictions in various disciplines. SPM refers to preparing relevant data, developing optimal predictive models based on point data, and then generating spatial predictions. This book aims to systematically introduce the entire process of SPM as a discipline. The process contains data acquisition, spatial predictive methods and variable selection, parameter optimization, accuracy assessment, and the generation and visualization of spatial predictions, where spatial predictive methods are from geostatistics, modern statistics, and machine learning.
年:
2022
出版:
1
出版社:
Chapman and Hall/CRC
语言:
english
页:
416
ISBN 10:
0367550547
ISBN 13:
9780367550547
文件:
PDF, 77.07 MB
IPFS:
,
english, 2022
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