Digital soil mapping across paradigms, scales and boundaries

목차 (Table of Contents)

• CONTENTS
• Part Ⅰ Digital Soil Modelling
• 1 Digital Soil Mapping Across Paradigms, Scales, and Boundaries : A Review / Gan-Lin Zhang ; Feng Liu ; Xiao-Dong Song ; Yu-Guo Zhao = 3
• 2 Spatial Prediction of Soil Antibiotics Based on High-Accuracy Surface Modeling / Wenjiao Shi ; Tianxiang Yue ; Xuewen Li ; Zhengping Du = 11
• 3 Incorporating Probability Density Functions of Environmental Covariates Related to Soil Class Predictions / Jenette M. Ashtekar ; Phillip R. Owens ; Zamir Libohova ; Ankur Ashtekar = 21
• 4 Mapping Horizontal and Vertical Spatial Variability of Soil Salinity in Reclaimed Areas / Yan Guo ; Zhou Shi ; Jingyi Huang ; Laigang Wang ; Yongzheng Cheng ; Guoqing Zheng = 33
• 5 Mapping Soil Organic Matter in Low-Relief Areas Based on Time Series Land Surface Diurnal Temperature Difference / Ming-Song Zhao ; Gan-Lin Zhang ; Feng Liu ; De-Cheng Li ; Yu-Guo Zhao = 47
• 6 Mapping Soil Thickness by Integrating Fuzzy C-Means with Decision Tree Approaches in a Complex Landscape Environment / Yuanyuan Lu ; Ganlin Zhang ; Yuguo Zhao ; Decheng Li ; Jinling Yang ; Feng Liu = 63
• 7 Multivariate Sampling Design Optimization for Digital Soil Mapping / Gabor Szatmari ; Karoly Barta ; Laszlo Pasztor = 77
• 8 Applying Artificial Neural Networks Utilizing Geomorphons to Predict Soil Classes in a Brazilian Watershed / H.S.K. Pinheiro ; P.R. Owens ; C.S. Chagas ; W. Carvalho Junior ; L.H.C. Anjos = 89
• 9 Comparison of Traditional and Geostatistical Methods to Estimate and Map the Carbon Content of Scottish Soils / Nikki Baggaley ; Laura Poggio ; Alessandro Gimona ; Allan Lilly = 103
• Part Ⅱ Environmental Application and Assessment
• 10 Digital Soil Mapping for Hydrological Modelling / George M. van Zijl ; Johan J. van Tol ; Eddie S. Riddell = 115
• 11 Some Challenges on Quantifying Soil Property Predictions Uncertainty for the GlobalSoilMap Using Legacy Data / Zamir Libohova ; Nathan P. Odgers ; Jenette Ashtekar ; Phillip R. Owens ; James A. Thompson ; Jon Hempel = 131
• 12 Spatial Assessment of Soil Organic Carbon Using Bayesian Maximum Entropy and Partial Least Square Regression Model / Bei Zhang ; Sabine Grunwald = 141
• 13 Estimation of the Actual and Attainable Terrestrial Carbon Budget / P. Chaikaew ; S. Grunwald ; X. Xiong = 153
• 14 The Meta Soil Model - An Integrative Framework to Model Soil Carbon Across Various Ecosystems and Scales / S. Grunwald ; P. Chaikaew ; B. Cao ; X. Xiong ; G.M. Vasques ; J. Kim ; C.W. Ross ; C.M. Clingensmith ; Y. Xu ; C. Gavilan = 165
• 15 Example of Bayesian Uncertainty for Digital Soil Mapping / Laura Poggio ; Alessandro Gimona ; Luigi Spezia ; Mark J. Brewer = 181
• 16 An Unsupervised Fuzzy Clustering Approach for the Digital Mapping of Soil Organic Carbon in a Montaneous Region of China / Lei Zhu ; Jiandong Sheng ; Hongtao Jia ; Hongqi Wu = 195
• 17 Application of Digital Soil Mapping Techniques to Refine Soil Map of Baringo District, Rift Valley Province, Kenya / Rita Juma ; Tamas P?cze ; Gabor Kunics ; Istvan Sisak = 205
• 18 Predictive Mapping of Soil Organic Matter at a Regional Scale Using Local Topographic Variables : A Comparison of Different Polynomial Models / Xiao-Dong Song ; Gan-Lin Zhang ; Feng Liu = 219
• 19 Estimating Soil Carbon Sequestration Potential in Fine Particles of Top Soils in Hebei Province, China / Xianghui Cao ; Huaiyu Long ; Qiuliang Lei ; Shuxia Wu = 233
• Part Ⅲ Soil Sensors and Legacy Data
• 20 Digital Soil Morphometries via a Low-Cost Radiometer for Estimating Soil Organic Carbon and Texture / Alexandre ten Caten ; Ricardo Simao Diniz Dalmolin ; Andre Carnieletto Dotto ; Jean Michel Moura-Bueno ; Evandro Loch Boeing ; Jose Lucas Safanelli ; Walquiria Chaves Silva ; Bruno Fellipe Bottega Boesing = 249
• 21 Transferability and Scaling of VNIR Prediction Models for Soil Total Carbon in Florida / Congrong Yu ; Sabine Grunwald ; Xiong Xiong = 259
• 22 Digital Soil Resource Inventories : Status and Prospects in 2015 / David G. Rossiter = 275
• 23 Evaluating the Relative Importance of Legacy Soil Sampling and Spatial Models in Digital Soil Mapping Performances : A Case Study in Languedoc-Roussillon(Southern France) / Philippe Lagacherie ; Kevin Vaysse = 287
• 24 Improved Soil Mapping in British Columbia, Canada, with Legacy Soil Data and Random Forest / C. Bulmer ; M.G. Schmidt ; B. Heung ; C. Scarpone ; J. Zhang ; D. Filatow ; M. Finvers ; S. Berch ; S. Smith = 291
• 25 Disaggregation of Legacy Soil Maps to Produce a Digital Soil Attribute Map for the Okanagan Basin, British Columbia, Canada / Scott Smith ; Denise Neilsen ; Grace Frank ; Eve Flager ; Bahrain Daneshfar ; Glenn Lelyk ; Elizabeth Kenney ; Chuck Bulmer ; Deepa Filatow = 305
• 26 Comparison of Different Strategies for Predicting Soil Organic Matter of a Local Site from a Regional Vis-NIR Soil Spectral Library / Rong Zeng ; Yu-Guo Zhao ; Deng-Wei Wu ; Chang-Long Wei ; Gan-Lin Zhang = 319
• 27 Variations for the Implementation of SCORPAN's "S" / Laszlo Pasztor ; Annamaria Laborczi ; Katalin Takacs ; Gabor Szatmari ; Zsofia Bakacsi ; Jozsef Szabo = 331
• 28 Monitoring Ecological Environment in Nansi Lake Area Using Remote Sensing / Ling-Xia Li ; Feng-Mei Zhang ; Chao Wang ; Dong-Wei Wang = 343
• 29 Extraction and Integration of Different Soil Nutrient Grading Systems for Soil Nutrient Mapping / Shuxia Wu ; Weili Zhang ; Aiguo Xu ; Qiuliang Lei = 351