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 2018-12-20 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

Emerging Technologies to Benefit Farmers in Sub-Saharan Africa and South Asia

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Publisher : National Academies Press
ISBN 13 : 0309124948
Total Pages : 292 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Emerging Technologies to Benefit Farmers in Sub-Saharan Africa and South Asia by : National Research Council

Download or read book Emerging Technologies to Benefit Farmers in Sub-Saharan Africa and South Asia written by National Research Council and published by National Academies Press. This book was released on 2009-02-21 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Increased agricultural productivity is a major stepping stone on the path out of poverty in sub-Saharan Africa and South Asia, but farmers there face tremendous challenges improving production. Poor soil, inefficient water use, and a lack of access to plant breeding resources, nutritious animal feed, high quality seed, and fuel and electricity-combined with some of the most extreme environmental conditions on Earth-have made yields in crop and animal production far lower in these regions than world averages. Emerging Technologies to Benefit Farmers in Sub-Saharan Africa and South Asia identifies sixty emerging technologies with the potential to significantly improve agricultural productivity in sub-Saharan Africa and South Asia. Eighteen technologies are recommended for immediate development or further exploration. Scientists from all backgrounds have an opportunity to become involved in bringing these and other technologies to fruition. The opportunities suggested in this book offer new approaches that can synergize with each other and with many other activities to transform agriculture in sub-Saharan Africa and South Asia.

Soil Management

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Publisher :
ISBN 13 : 9781634832946
Total Pages : 242 pages
Book Rating : 4.8/5 (329 download)

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Book Synopsis Soil Management by : Manuel Esteban Lucas-Borja

Download or read book Soil Management written by Manuel Esteban Lucas-Borja and published by . This book was released on 2015 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Natural ecosystems provide the basic conditions without which humanity could not survive. Goods and services provided by ecosystems include, for example, provisions of food, fibre and fuel, purification of water and air, cultural and aesthetic benefits, stabilization and moderation of the Earth's climate, generation and renewal of soil fertility, including nutrient cycling or maintenance of genetic resources as key inputs to crop varieties and livestock breeds, medicines, and other products. However, the ability of natural ecosystems to continue performing these services is seriously threatened since the diversity of plant species and soil are being seriously deteriorated and, in some cases, destroyed. Various studies worldwide have shown that soils do not support intensive annual plant cultivation without fertilizer applications, and even these may not maintain sustainability. Inappropriate silvicultural operations (or the use of land for intensive agricultural purposes) is one of the main causes of soil degradation, and there is therefore worldwide interest in quantifying the loss of soil quality generated by incorrect agricultural operations or forest management practices. This can only happen if people have the right information, skills, and organizations for understanding and dealing with soil and plant diversity issues. The book shows different studies and research works on the topic of soil management, such us soil degradation, microbiological soil properties, bio-fertilizer soil applications, water dynamics in soil profile, soil erosion and sustainability of soils among others. Transferring information and knowledge within the society is crucial for fighting soil management and soil deterioration. In addition, promoting the sustainable use of soil quality will be of growing importance for maintaining society and biodiversity in the years and decades to come.

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).

Environmental Soil-Landscape Modeling

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Publisher : CRC Press
ISBN 13 : 1420028189
Total Pages : 504 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Environmental Soil-Landscape Modeling by : Sabine Grunwald

Download or read book Environmental Soil-Landscape Modeling written by Sabine Grunwald and published by CRC Press. This book was released on 2016-04-19 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Environmental Soil-Landscape Modeling: Geographic Information Technologies and Pedometrics presents the latest methodological developments in soil-landscape modeling. It analyzes many recently developed measurement tools, and explains computer-related and pedometric techniques that are invaluable in the modeling process. This volume provi

GlobalSoilMap

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Publisher : CRC Press
ISBN 13 : 1138001198
Total Pages : 496 pages
Book Rating : 4.1/5 (38 download)

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Book Synopsis GlobalSoilMap by : Dominique Arrouays

Download or read book GlobalSoilMap written by Dominique Arrouays and published by CRC Press. This book was released on 2014-01-27 with total page 496 pages. Available in PDF, EPUB and Kindle. Book excerpt: GlobalSoilMap: Basis of the global spatial soil information system contains contributions that were presented at the 1st GlobalSoilMap conference, held 7-9 October 2013 in Orléans, France. These contributions demonstrate the latest developments in the GlobalSoilMap project and digital soil mapping technology for which the ultimate aim is to produce a high resolution digital spatial soil information system of selected soil properties and their uncertainties for the entire world. GlobalSoilMap: Basis of the global spatial soil information system aims to stimulate capacity building and new incentives to develop full GlobalSoilMap products in all parts of the world.

Classics from IJGIS

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Publisher : CRC Press
ISBN 13 : 1420006371
Total Pages : 585 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Classics from IJGIS by : Peter Fisher

Download or read book Classics from IJGIS written by Peter Fisher and published by CRC Press. This book was released on 2006-07-20 with total page 585 pages. Available in PDF, EPUB and Kindle. Book excerpt: The past 20 years can be regarded as the adolescence of geographic information science (GIS), as it grew from a burgeoning area of study into a mature and thriving field. During those two decades, the International Journal of Geographic Information Science (formerly Systems) (IJGIS) was one of the most prominent academic guiding forces in GIScience

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

Soil Survey Manual

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Publisher : Government Printing Office
ISBN 13 :
Total Pages : 640 pages
Book Rating : 4./5 ( download)

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Book Synopsis Soil Survey Manual by : United States. Bureau of Plant Industry, Soils, and Agricultural Engineering

Download or read book Soil Survey Manual written by United States. Bureau of Plant Industry, Soils, and Agricultural Engineering and published by Government Printing Office. This book was released on 1951 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Handbook of Soil Sciences (Two Volume Set)

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Author :
Publisher : CRC Press
ISBN 13 : 1439803048
Total Pages : 2249 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Handbook of Soil Sciences (Two Volume Set) by : Pan Ming Huang

Download or read book Handbook of Soil Sciences (Two Volume Set) written by Pan Ming Huang and published by CRC Press. This book was released on 2018-10-03 with total page 2249 pages. Available in PDF, EPUB and Kindle. Book excerpt: An evolving, living organic/inorganic covering, soil is in dynamic equilibrium with the atmosphere above, the biosphere within, and the geology below. It acts as an anchor for roots, a purveyor of water and nutrients, a residence for a vast community of microorganisms and animals, a sanitizer of the environment, and a source of raw materials for co

Library of Congress Subject Headings

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Publisher :
ISBN 13 :
Total Pages : 1480 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis Library of Congress Subject Headings by : Library of Congress

Download or read book Library of Congress Subject Headings written by Library of Congress and published by . This book was released on 2013 with total page 1480 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computers and Information Technologies in Agricultural Production and Management

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Publisher :
ISBN 13 :
Total Pages : 142 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Computers and Information Technologies in Agricultural Production and Management by :

Download or read book Computers and Information Technologies in Agricultural Production and Management written by and published by . This book was released on 1997 with total page 142 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Geographical Information Systems in Assessing Natural Hazards

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Publisher : Springer Science & Business Media
ISBN 13 : 9401584044
Total Pages : 341 pages
Book Rating : 4.4/5 (15 download)

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Book Synopsis Geographical Information Systems in Assessing Natural Hazards by : Alberto Carrara

Download or read book Geographical Information Systems in Assessing Natural Hazards written by Alberto Carrara and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 16 contributions to Geographical Information Systems in Assessing Natural Hazards report on GIS investigations into landslides, floods, volcanic eruptions, earthquakes and groundwater pollution hazards. Current methods for predicting extreme events are critically discussed, the emphasis being on the intrinsic complexity of this type of operation, requiring many spatial data, long historical records and sound models of the physical processes involved. Within this context, the potentials and limitations of GIS are addressed in terms of data acquisition, spatial data structures and modelling for simulation of the causal phenomena. Geographic Information Systems in Assessing Natural Hazards will help investigators in both public and private institutions to evaluate the actual effectiveness of GIS in coping with natural disasters, and to develop new strategies for projects aimed at the assessment and mitigation of the effects of such catastrophic events.

Handbook of Soil Science

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Publisher : CRC Press
ISBN 13 : 9780849331367
Total Pages : 2240 pages
Book Rating : 4.3/5 (313 download)

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Book Synopsis Handbook of Soil Science by : Malcolm E. Sumner

Download or read book Handbook of Soil Science written by Malcolm E. Sumner and published by CRC Press. This book was released on 1999-08-31 with total page 2240 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Soil Science provides a resource rich in data that gives professional soil scientists, agronomists, engineers, ecologists, biologists, naturalists, and their students a handy reference about the discipline of soil science. This handbook serves professionals seeking specific, factual reference information. Each subsection includes a description of concepts and theories; definitions; approaches; methodologies and procedures; tabular data; figures; and extensive references.

Geospatial Technologies for Crops and Soils

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Publisher : Springer Nature
ISBN 13 : 9811568642
Total Pages : 528 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Geospatial Technologies for Crops and Soils by : Tarik Mitran

Download or read book Geospatial Technologies for Crops and Soils written by Tarik Mitran and published by Springer Nature. This book was released on 2020-10-24 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: The sustainable development of the agriculture sector is the only option to meet the demands of increased and economically viable production in a changing climate. This means there is a need to introduce the latest technologies to enhance production, and also help policymakers make decisions for the future. Geospatial technologies & tools, such as remote sensing, geographical information systems (GIS), global positioning systems (GPS), and mobile & web applications, provide unique capabilities to analyze multi-scale, multi-temporal datasets, and support decision-making in sustainable agriculture development and natural resources management. Further, the availability of reliable and timely geospatial information on natural resources and environmental conditions is essential for sustainable agricultural development and food security. Since remote sensing solutions are fast, non-destructive and have large spatial coverage, they can play a significant role in the identification, inventory, and mapping of land resources. Over the past four decades, remote sensing has proved to be a cost-effective and powerful tool to assess crop and soil properties in varying spatial and temporal scales using both visual and digital techniques. Satellite remote sensing coupled with GIS & mobile-app based positional information has emerged as an efficient tool for optimizing input resources, and minimizing cost of production and risk of biotic/ abiotic factors nature to promote sustainable agriculture. This book comprehensively documents the applications of space-based technologies for crop and soil assessments for the sustainable development of agriculture.

Geospatial Technologies for Land Degradation Assessment and Management

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Publisher : CRC Press
ISBN 13 : 1351648365
Total Pages : 536 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Geospatial Technologies for Land Degradation Assessment and Management by : R. S. Dwivedi

Download or read book Geospatial Technologies for Land Degradation Assessment and Management written by R. S. Dwivedi and published by CRC Press. This book was released on 2018-10-17 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: The constant growth of the world’s population and the decline of the availability of land and soil resources are global concerns for food security. Other concerns are the decrease in productivity and delivery of essential ecosystems services because of the decline of soil quality and health by a range of degradation processes. Key soil properties like soil bulk density, organic carbon concentration, plant available water capacity, infiltration rate, air porosity at field moisture capacity, and nutrient reserves, are crucial properties for soil functionality which refers to the capacity of soil to perform numerous functions. These functions are difficult to measure directly and are estimated through indices of soil quality and soil health. Soil degradation, its extent and severity, can also be estimated by assessing indices of soil quality and health. "Geospatial Technology for Land Degradation Assessment and Management" uses satellite imagery and remote sensing technologies to measure landscape parameters and terrain attributes. Remote sensing and geospatial technologies are important tools in assessing the extent and the severity of land and soil degradation, their temporal changes, and geospatial distribution in a timely and cost-effective manner. The knowledge presented in the book by Dr. R.S. Dwivedi shows how remote sensing data can be utilized for inventorying, assessing, and monitoring affected ecosystems and how this information can be integrated in the models of different local settings. Through many land degradations studies, land managers, researchers, and policymakers will find practical applications of geospatial technologies and future challenges. The information presented is also relevant to advancing the Sustainable Development Goals of the United Nations towards global food security.

Library of Congress Subject Headings

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Publisher :
ISBN 13 :
Total Pages : 1512 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Library of Congress Subject Headings by : Library of Congress. Cataloging Policy and Support Office

Download or read book Library of Congress Subject Headings written by Library of Congress. Cataloging Policy and Support Office and published by . This book was released on 2007 with total page 1512 pages. Available in PDF, EPUB and Kindle. Book excerpt: