Predictive Soil Mapping with R

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Publisher : Lulu.com
ISBN 13 : 0359306357
Total Pages : 372 pages
Book Rating : 4.3/5 (593 download)

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Book Synopsis Predictive Soil Mapping with R by : Tomislav Hengl

Download or read book Predictive Soil Mapping with R written by Tomislav Hengl and published by Lulu.com. This book was released on 2019-02-16 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Soil Mapping and Process Modeling for Sustainable Land Use Management

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Publisher : Elsevier
ISBN 13 : 0128052015
Total Pages : 400 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Soil Mapping and Process Modeling for Sustainable Land Use Management by : Paulo Pereira

Download or read book Soil Mapping and Process Modeling for Sustainable Land Use Management written by Paulo Pereira and published by Elsevier. This book was released on 2017-03-13 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soil Mapping and Process Modeling for Sustainable Land Use Management is the first reference to address the use of soil mapping and modeling for sustainability from both a theoretical and practical perspective. The use of more powerful statistical techniques are increasing the accuracy of maps and reducing error estimation, and this text provides the information necessary to utilize the latest techniques, as well as their importance for land use planning. Providing practical examples to help illustrate the application of soil process modeling and maps, this reference is an essential tool for professionals and students in soil science and land management who want to bridge the gap between soil modeling and sustainable land use planning. Offers both a theoretical and practical approach to soil mapping and its uses in land use management for sustainability Synthesizes the most up-to-date research on soil mapping techniques and applications Provides an interdisciplinary approach from experts worldwide working in soil mapping and land management

Digital Soil Mapping

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Publisher : Elsevier
ISBN 13 : 0080468071
Total Pages : 659 pages
Book Rating : 4.0/5 (84 download)

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Book Synopsis Digital Soil Mapping by :

Download or read book Digital Soil Mapping written by and published by Elsevier. This book was released on 2006-12-18 with total page 659 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book compiles the main ideas and methodologies that have been proposed and tested within these last fifteen years in the field of Digital Soil Mapping (DSM). Begining with current experiences of soil information system developments in various regions of the world, this volume presents states of the art of different topics covered by DSM: Conception and handling of soil databases, sampling methods, new soil spatial covariates, Quantitative spatial modelling, Quality assessment and representation of DSM outputs. This book provides a solid support to students, researchers and engineers interested in modernising soil survey approaches with numerical techniques. It is also of great interest for potential soil data users. * A new concept to meet the worldwide demand for spatial soil data * The first compilation of ideas and methodologies of Digital Soil Mapping * Offers a variety of specialities: soil surveying, geostatistics, data mining, fuzzy logic, remote sensing techniques, Geographical Information Science,...* Written by 82 researchers from 13 different countries

Digital Soil Mapping with Limited Data

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Publisher : Springer Science & Business Media
ISBN 13 : 1402085923
Total Pages : 448 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Digital Soil Mapping with Limited Data by : Alfred E. Hartemink

Download or read book Digital Soil Mapping with Limited Data written by Alfred E. Hartemink and published by Springer Science & Business Media. This book was released on 2008-07-11 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: Signi?cant technological advances have been few and far between in the past approximately one hundred years of soil survey activities. Perhaps one of the most innovative techniques in the history of soil survey was the introduction of aerial photographs as base maps for ?eld mapping, which replaced the conventional base map laboriously prepared by planetable and alidade. Such a relatively simple idea by today’s standards revolutionized soil surveys by vastly increasing the accuracy and ef?ciently. Yet, even this innovative approach did not gain universal acceptance immediately and was hampered by a lack of aerial coverage of the world, funds to cover the costs, and in some cases a reluctance by some soil mappers and cartog- phers to change. Digital Soil Mapping (DSM), which is already being used and tested by groups of dedicated and innovative pedologists, is perhaps the next great advancement in delivering soil survey information. However, like many new technologies, it too has yet to gain universal acceptance and is hampered by ignorance on the part of some pedologists and other scientists. DSM is a spatial soil information system created by numerical models that - count for the spatial and temporal variations of soil properties based on soil - formation and related environmental variables (Lagacheric and McBratney, 2007).

Using R for Digital Soil Mapping

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Publisher : Springer
ISBN 13 : 3319443275
Total Pages : 271 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Using R for Digital Soil Mapping by : Brendan P. Malone

Download or read book Using R for Digital Soil Mapping written by Brendan P. Malone and published by Springer. This book was released on 2016-11-17 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes and provides many detailed examples of implementing Digital Soil Mapping (DSM) using R. The work adheres to Digital Soil Mapping theory, and presents a strong focus on how to apply it. DSM exercises are also included and cover procedures for handling and manipulating soil and spatial data in R. The book also introduces the basic concepts and practices for building spatial soil prediction functions, and then ultimately producing digital soil maps.

The Use of Agricultural Soil Maps and the Status of Agricultural Soil Mapping in the United States

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Publisher :
ISBN 13 :
Total Pages : 154 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis The Use of Agricultural Soil Maps and the Status of Agricultural Soil Mapping in the United States by : National Research Council (U.S.). Highway Research Board

Download or read book The Use of Agricultural Soil Maps and the Status of Agricultural Soil Mapping in the United States written by National Research Council (U.S.). Highway Research Board and published by . This book was released on 1949 with total page 154 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Soil Survey

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Publisher :
ISBN 13 :
Total Pages : 334 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Soil Survey by :

Download or read book Soil Survey written by and published by . This book was released on 1990 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Soil Survey

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Publisher :
ISBN 13 :
Total Pages : 726 pages
Book Rating : 4.0/5 (92 download)

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Book Synopsis Soil Survey by : United States. Soil Conservation Service

Download or read book Soil Survey written by United States. Soil Conservation Service and published by . This book was released on 1971-03 with total page 726 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Soil Organic Carbon Mapping Cookbook

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Publisher : Food & Agriculture Org.
ISBN 13 : 9251304408
Total Pages : 222 pages
Book Rating : 4.2/5 (513 download)

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Book Synopsis Soil Organic Carbon Mapping Cookbook by : Food and Agriculture Organization of the United Nations

Download or read book Soil Organic Carbon Mapping Cookbook written by Food and Agriculture Organization of the United Nations and published by Food & Agriculture Org.. This book was released on 2018-05-21 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Soil Organic Carbon Mapping cookbook provides a step-by-step guidance for developing 1 km grids for soil carbon stocks. It includes the preparation of local soil data, the compilation and pre-processing of ancillary spatial data sets, upscaling methodologies, and uncertainty assessments. Guidance is mainly specific to soil carbon data, but also contains many generic sections on soil grid development, as it is relevant for other soil properties. This second edition of the cookbook provides generic methodologies and technical steps to produce SOC maps and has been updated with knowledge and practical experiences gained during the implementation process of GSOCmap V1.0 throughout 2017. Guidance is mainly specific to SOC data, but as this cookbook contains generic sections on soil grid development it can be applicable to map various soil properties.

Soil Survey, Eastern Fresno Area, California

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Publisher :
ISBN 13 :
Total Pages : 468 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Soil Survey, Eastern Fresno Area, California by : Gordon Leland Huntington

Download or read book Soil Survey, Eastern Fresno Area, California written by Gordon Leland Huntington and published by . This book was released on 1971 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Digital Soil Mapping

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Publisher : Springer Science & Business Media
ISBN 13 : 9048188636
Total Pages : 435 pages
Book Rating : 4.0/5 (481 download)

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Book Synopsis Digital Soil Mapping by : Janis L. Boettinger

Download or read book Digital Soil Mapping written by Janis L. Boettinger and published by Springer Science & Business Media. This book was released on 2010-06-28 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital Soil Mapping is the creation and the population of a geographically referenced soil database. It is generated at a given resolution by using field and laboratory observation methods coupled with environmental data through quantitative relationships. Digital soil mapping is advancing on different fronts at different rates all across the world. This book presents the state-of-the art and explores strategies for bridging research, production, and environmental application of digital soil mapping.It includes examples from North America, South America, Europe, Asia, and Australia. The chapters address the following topics: - evaluating and using legacy soil data - exploring new environmental covariates and sampling schemes - using integrated sensors to infer soil properties or status - innovative inference systems predicting soil classes, properties, and estimating their uncertainties - using digital soil mapping and techniques for soil assessment and environmental application - protocol and capacity building for making digital soil mapping operational around the globe.

Report and General Soil Map Southwest Portion San Bernardino County, California

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Publisher :
ISBN 13 :
Total Pages : 172 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Report and General Soil Map Southwest Portion San Bernardino County, California by : United States. Soil Conservation Service

Download or read book Report and General Soil Map Southwest Portion San Bernardino County, California written by United States. Soil Conservation Service and published by . This book was released on 1968 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Soil Resources And Its Mapping Through Geostatistics Using R And QGIS

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Publisher : New India Publishing Agency
ISBN 13 : 9386546264
Total Pages : 7 pages
Book Rating : 4.3/5 (865 download)

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Book Synopsis Soil Resources And Its Mapping Through Geostatistics Using R And QGIS by : Priyabrata Santra

Download or read book Soil Resources And Its Mapping Through Geostatistics Using R And QGIS written by Priyabrata Santra and published by New India Publishing Agency. This book was released on 2017-09-08 with total page 7 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will provide an exposure to recent developments in the field of geostatistical modeling, spatial variability of soil resources, and preparation of digital soil maps using R and GIS and potential application of it in agricultural resource management. Specifically following major areas are covered in the book.

Soil Survey of Trego County, Kansas

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Publisher :
ISBN 13 :
Total Pages : 200 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Soil Survey of Trego County, Kansas by : Cleveland E. Watts

Download or read book Soil Survey of Trego County, Kansas written by Cleveland E. Watts and published by . This book was released on 1990 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Soil Survey of Rush County, Indiana

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Publisher :
ISBN 13 :
Total Pages : 210 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Soil Survey of Rush County, Indiana by : Rex A. Brock

Download or read book Soil Survey of Rush County, Indiana written by Rex A. Brock and published by . This book was released on 1985 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Soil Survey of Callaway County, Missouri

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Publisher :
ISBN 13 :
Total Pages : 250 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Soil Survey of Callaway County, Missouri by : Frederick E. Horn

Download or read book Soil Survey of Callaway County, Missouri written by Frederick E. Horn and published by . This book was released on 1992 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Soil Survey of Montgomery County, Indiana

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Publisher :
ISBN 13 :
Total Pages : 324 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Soil Survey of Montgomery County, Indiana by : William D. Hosteter

Download or read book Soil Survey of Montgomery County, Indiana written by William D. Hosteter and published by . This book was released on 1989 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: