Format:
Online-Ressource (XXIV, 448 p, digital)
ISBN:
9789048188598
Series Statement:
Progress in Soil Science 1
Content:
This book reports on developments in Proximal Soil Sensing (PSS) and high resolution digital soil mapping. PSS has become a multidisciplinary area of study that aims to develop field-based techniques for collecting information on the soil from close by, or within, the soil. Amongst others, PSS involves the use of optical, geophysical, electrochemical, mathematical and statistical methods. This volume, suitable for undergraduate course material and postgraduate research, brings together ideas and examples from those developing and using proximal sensors and high resolution digital soil maps for applications such as precision agriculture, soil contamination, archaeology, peri-urban design and high land-value applications, where there is a particular need for high spatial resolution information. The book in particular covers soil sensor sampling, proximal soil sensor development and use, sensor calibrations, prediction methods for large data sets, applications of proximal soil sensing, and high-resolution digital soil mapping. Key themes: soil sensor sampling soil sensor calibrations spatial prediction methods reflectance spectroscopy electromagnetic induction and electrical resistivity radar and gamma radiometrics multi-sensor platforms high resolution digital soil mapping - applications Raphael A. Viscarra Rossel is a scientist at the Commonwealth Scientific and Industrial Research Organisation (CSIRO) of Australia. Alex McBratney is Pro-Dean and Professor of Soil Science in the Faculty of Agriculture Food Natural Resources at the University of Sydney in Australia. Budiman Minasny is a Senior Research Fellow in the Faculty of Agriculture Food Natural Resources at the University of Sydney in Australia.
Note:
Includes bibliographical references and index
,
Foreword; Proximal Soil Sensing: Looking, Touching, Feeling; Preface; Acknowledgements; Contents; About the Editors; Contributors; Part I Overview; 1 Sampling for High-Resolution Soil Mapping; 2 Development of On-the-Go Proximal Soil Sensor Systems; 3 Diffuse Reflectance Spectroscopy for High-Resolution Soil Sensing; 4 High-Resolution Digital Soil Mapping: Kriging for Very Large Datasets; Part II Soil Sensing and Sampling; 5 The Sun Has Shone Here Antecedently; 6 Proximal Soil Nutrient Sensing Using Electrochemical Sensors
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7 DIGISOIL: An Integrated System of Data Collection Technologies for Mapping Soil Properties8 iSOIL: An EU Project to Integrate Geophysics, Digital Soil Mapping, and Soil Science; 9 Conditioned Latin Hypercube Sampling for Calibrating Soil Sensor Data to Soil Properties; 10 Response Surface Sampling of Remotely Sensed Imagery for Precision Agriculture; Part III Soil UV, Visible, and Infrared Spectral Sensing; 11 Mid- Versus Near-Infrared Spectroscopy for On-Site Analysis of Soil; 12 Determination of Soil Nitrate and Organic Matter Content Using Portable, Filter-Based Mid-Infrared Spectroscopy
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13 VNIR Spectroscopy Estimates of Within-Field Variability in Soil Properties14 Infrared Sensors to Map Soil Carbon in Agricultural Ecosystems; 15 Predicting Soil Carbon and Nitrogen Concentrations and Pasture Root Densities from Proximally Sensed Soil Spectral Reflectance; 16 Diagnostic Screening of Urban Soil Contaminants Using Diffuse Reflectance Spectroscopy; 17 Using Wavelets to Analyse Proximally Sensed Vis--NIRSoil Spectra; 18 Mapping Soil Surface Mineralogy at Tick Hill, North-Western Queensland, Australia, Using Airborne Hyperspectral Imagery
,
Part IV Soil Sensing by Electromagnetic Induction and Electrical Resistivity19 Combining Proximal and Penetrating Soil Electrical Conductivity Sensors for High-Resolution Digital Soil Mapping; 20 A Neural Network Approach to Topsoil Clay Prediction Using an EMI-Based Soil Sensor; 21 Field Determination of Soil Moisture in the Root Zone of Deep Vertosols Using EM38 Measurements: Calibration and Application Issues; 22 Can the EM38 Probe Detect Spatial Patterns of Subsoil Compaction?; 23 Changes in Field Soil Water Tracked by Electrical Resistivity
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24 Is a Systematic Two-Dimensional EMI Soil Survey Always Relevant for Vineyard Production Management? A Test on Two Pedologically Contrasting Mediterranean VineyardsPart V Radar and Gamma Radiometric Sensors; 25 Full-Waveform Modelling and Inversion of Ground-Penetrating Radar Data for Non-invasive Characterisation of Soil Hydrogeophysical Properties; 26 Using Proximal Sensors to Continuously Monitor Agricultural Soil Physical Conditions for Tillage Management; 27 Gamma Ray Sensor for Topsoil Mapping: The Mole
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28 Gamma Ray Sensing for Cadmium Risk Assessment in Agricultural Soil and Grain: A Case Study in Southern Sweden
Additional Edition:
ISBN 9789048188581
Additional Edition:
Buchausg. u.d.T. Proximal soil sensing Dordrecht : Springer, 2010 ISBN 9789048188581
Additional Edition:
ISBN 9789400732889
Language:
English
Subjects:
Geography
,
Agriculture, Forestry, Horticulture, Fishery, Domestic Science
Keywords:
Bodenkartierung
;
Elektromagnetisches Verfahren
;
Elektromagnetische Messung
;
Erdoberfläche
;
Fernerkundung
;
Bodenkartierung
;
Elektromagnetisches Verfahren
;
Elektromagnetische Messung
;
Erdoberfläche
;
Fernerkundung
;
Aufsatzsammlung
DOI:
10.1007/978-90-481-8859-8
URL:
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