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Predictive Soil Mapping with R
Taschenbuch von Tomislav Hengl (u. a.)
Sprache: Englisch

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Beschreibung
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: [...]
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.
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: [...]
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.
Details
Erscheinungsjahr: 2019
Fachbereich: Fertigungstechnik
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 372
ISBN-13: 9780359306350
ISBN-10: 0359306357
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Hengl, Tomislav
MacMillan, Robert A.
Hersteller: Lulu.com
Maße: 246 x 189 x 21 mm
Von/Mit: Tomislav Hengl (u. a.)
Erscheinungsdatum: 16.02.2019
Gewicht: 0,719 kg
preigu-id: 115462734
Details
Erscheinungsjahr: 2019
Fachbereich: Fertigungstechnik
Genre: Technik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Seiten: 372
ISBN-13: 9780359306350
ISBN-10: 0359306357
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Hengl, Tomislav
MacMillan, Robert A.
Hersteller: Lulu.com
Maße: 246 x 189 x 21 mm
Von/Mit: Tomislav Hengl (u. a.)
Erscheinungsdatum: 16.02.2019
Gewicht: 0,719 kg
preigu-id: 115462734
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