Predictive Soil Mapping with R - Tapa blanda

Hengl, Tomislav; MacMillan, Robert A.

 
9780359306350: Predictive Soil Mapping with R
Tapa blanda
ISBN 10: 0359306357 ISBN 13: 9780359306350
Editorial: Lulu.com, 2018

Sinopsis

Predictive Soil Mapping (PSM) is based on applying statistical and/or machine learning techniques to fit models for the purpose of producing spatial and/or spatiotemporal predictions of soil variables i.e. maps of soil properties and classes at different resolutions. It is a multidisciplinary field combining statistics, data science, soil science, physical geography, remote sensing, geoinformation science and a number of other sciences. Predictive Soil Mapping with R is about understanding the main concepts behind soil mapping, mastering R packages that can be used to produce high quality soil maps, and about optimizing all processes involved so that also the production costs can be reduced. The online version of the book is available at: https://envirometrix.github.io/PredictiveSoilMapping/ Pull requests and general comments are welcome. These materials are based on technical tutorials initially developed by the ISRIC's Global Soil Information Facilities (GSIF) development team over the period 2014–2017.

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
Lulu.com
Año de publicación
2018
Idioma
Inglés
ISBN 10 
0359306357
ISBN 13 
9780359306350
Encuadernación
Tapa blanda
Número de páginas
370
Contacto del fabricante
no disponible
Persona responsable
gpsr@libri.de
gpsr@libri.de

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Alemania