Predictive Soil Mapping with R - Brossura

Hengl, Tomislav; MacMillan, Robert A.

Brossura

ISBN 10: 0359306357 ISBN 13: 9780359306350

Casa editrice: Lulu.com, 2018

Riassunto

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.

Dettagli dell'edizione

• Editore: Lulu.com
• Data di pubblicazione: 2018
• Lingua: Inglese
• ISBN 10: 0359306357
• ISBN 13: 9780359306350
• Rilegatura: Copertina flessibile
• Numero di pagine: 370
• Contatto del produttore: non disponibile
• Persona responsabile: gpsr@libri.de; gpsr@libri.de; ; Europaallee 1; Bad Hersfeld; 36244; Germania