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(Ebook) Spatial Predictive Modelling with R by Jin Li ISBN 9780367550547, 0367550547

  • SKU: EBN-38494438
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Authors:Jin Li
Pages:416 pages.
Year:2022
Editon:1
Publisher:Chapman and Hall/CRC
Language:english
File Size:77.07 MB
Format:pdf
ISBNS:9780367550547, 0367550547
Categories: Ebooks

Product desciption

(Ebook) Spatial Predictive Modelling with R by Jin Li ISBN 9780367550547, 0367550547

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.
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