GlobalSoilMap. Toward a Fine-Resolution Global Grid of Soil Properties

Advances in Agronomy

Volumn 125, Issue , 2014, Pages 93-134

  Arrouays, Dominique ^a   Grundy, Michael G ^b   Hartemink, Alfred E ^c   Hempel, Jonathan W ^d   Heuvelink, Gerard B M ^e   Hong, S Young ^f   Lagacherie, Philippe ^g   Lelyk, Glenn ^h   McBratney, Alexander B ⁱ   McKenzie, Neil J ^b   Mendonca Santos, Maria d L ^j   Minasny, Budiman ⁱ   Montanarella, Luca ^k   Odeh, Inakwu O A ⁱ   Sanchez, Pedro A ^l   Thompson, James A ^m   Zhang, Gan Lin ⁿ  

^a Centre de recherche d'Orléans   (France)

^b CSIRO   (Australia)

^c UNIVERSITY OF WISCONSIN MADISON   (United States)

^d USDA NRCS   (United States)

^e ISRIC WORLD SOIL INFORMATION   (Netherlands)

^f National Institute of Animal Science   (South Korea)

^g INSTITUT DE RECHERCHE POUR LE DÉVELOPPEMENT   (France)

^h UNIVERSITY OF MANITOBA   (Canada)

ⁱ UNIVERSITY OF SYDNEY   (Australia)

^j EMBRAPA CERRADOS   (Brazil)

^k JOINT RESEARCH CENTRE   (Italy)

^l Center for International Forestry Research   (United States)

^m WEST VIRGINIA UNIVERSITY   (United States)

ⁿ INSTITUTE OF GEOLOGY AND GEOPHYSICS   (China)

more..

Author keywords

Digital soil mapping; GlobalSoilMap; Soil function; Soil survey

Indexed keywords

EID: 84896834231     PISSN: 00652113     EISSN: None     Source Type: Book Series    
DOI: 10.1016/B978-0-12-800137-0.00003-0     Document Type: Chapter

References (98)

1. Adhikari K., Kheir R.B., Greve M.B., Bøcher P.K., Malone B.P., Minasny B., McBratney A.B., Greve M.H. High-resolution 3-D mapping of soil texture in Denmark. Soil Sci. Soc. Am. J. 2013, 77:860-876.
2. GlobalSoilMap. Basis of the Global Spatial Soil Information System 2014, Taylor & Francis, Balkema, The Netherlands. D. Arrouays, N.J. McKenzie, J.W. Hempel, A. de Forges, A.B. McBratney (Eds.).
3. Arrouays D., McBratney A.B., Minasny B., Hempel J.W., Heuvelink G.B.M., MacMillan R.A., Hartemink A.E., Lagacherie P., McKenzie N.J. The GlobalSoilMap project specifications. GlobalSoilMap. Basis of the Global Spatial Soil Information System 2014, Taylor & Francis, Balkema, The Netherlands. D. Arrouays, N.J. McKenzie, J.W. Hempel, A. Richer de Forges, A.B. McBratney (Eds.).
4. Ausubel J.H., Wernick I.K., Waggoner P.E. Peak farmland and the prospect for land sparing. Popul. Develop. Rev. 2012, 38(suppl.):221-242.
5. Ayyub B.M. Elicitation of Expert Opinions for Uncertainty and Risks 2002, CRC Press, Boca Raton, Florida.
6. Bishop T.F.A., McBratney A.B., Laslett G.M. Modeling soil attribute depth functions with equal-area quadratic smoothing splines. Geoderma 1999, 91:27-45.
7. Blum W.E.H. Soil protection concept of the Council of Europe and integrated soil research. Soil and Environment 1993, vol. 1:37-47. Kluwer Academic Publisher, Dordrecht. H.J.P. Eijsackers, T. Hamers (Eds.).
8. Digital Soil Mapping-Bridging Research, Environmental Application, and Operation 2010, 137-149. Springer, Dordrecht. J.L. Boettinger, D. Howell, A.C. Moore, A.E. Hartemink, S. Kienast-Brown (Eds.).
9. Bouma J. Using soil survey data for quantitative land evaluation. Adv. Soil Sci. 1989, 9:177-213.
10. Bouma J. Land quality indicators of sustainable land management across scales. Agric. Ecosyst. Environ. 2002, 88:129-136.
11. Brown J.D. Knowledge, uncertainty and physical geography: towards the development of methodologies for questioning belief. Trans. Inst. Br. Geogr. 2004, 29:367-381.
12. Brus D.J., Heuvelink G.B.M. Optimization of sample patterns for universal kriging of environmental variables. Geoderma 2007, 138:86-95.
13. Brus D.J., Kempen B., Heuvelink G.B.M. Sampling for validation of digital soil maps. Eur. J. Soil Sci. 2011, 62:394-407.
14. Bui E.N., Moran C.J. Disaggregation of polygons of surficial geology and soil maps using spatial modelling and legacy data. Geoderma 2001, 103:79-94.
15. Bui E.N., Moran C.J. A strategy to fill gaps in soil survey over large spatial extents: an example from the Murray-Darling basin of Australia. Geoderma 2003, 111:21-44.
16. Soil Survey Laboratory Methods Manual. Soil Survey Investigations Report No. 42, Version 4.0 2004, 700 pp. United States Department of Agriculture, Natural Resources Conservation Service, November, 2004. R. Burt (Ed.).
17. Canadell J., Jackson R.B., Ehleringer J.R., Mooney H.A., Sala O.E., Schulze E.D. Maximum rooting depth of vegetation types at the global scale. Oecologia 1996, 108:583-595.
18. Carré F., McBratney A.B., Mayr T., Montanarella L. Digital soil assessments: beyond DSM. Geoderma 2007, 142:69-79.
19. Carré F., McBratney A.B., Minasny B. Estimation and potential improvement of the quality of legacy soil samples for digital soil mapping. Geoderma 2007, 141:1-14.
20. Cazemier D.R., Lagacherie P., Martin-Clouaire R. A possibility theory approach for estimating available water capacity from imprecise information contained in soil databases. Geoderma 2001, 103:113-132.
21. de Gruijter J.J., Brus D., Bierkens M., Knotters M. Sampling for Natural Resource Monitoring 2006, Springer, Berlin.
22. de Gruijter J.J., McBratney A.B., Taylor J. Sampling for high resolution soil mapping 2008.
23. Dent D., Young A. Soil Survey and Land Evaluation 1981, Allen & Unwin, London.
24. European Commission Soil Protection-The Long Story Behind the Strategy 2006, Office for Official Publications of the European Communities, Luxembourg.
25. FAO A Framework for Land Evaluation. Soils Bulletin 32 1976, FAO, Rome.
26. FAO The State of the World's Land and Water Resources for Food and Agriculture (SOLAW)-Managing Systems at Risk 2011, FAO, Earthscan, Rome, London.
27. FAO World agriculture towards 2030/2050: the 2012 revision 2012, FAO, Rome. N. Alexandratos, J. Bruinsma (Eds.).
28. FAO/IIASA/ISRIC/ISSCAS/JRC Harmonized World Soil Database (Version 1.2) 2012, FAO, IIASA, Rome, Italy; Laxenburg, Austria.
29. Fisher, M., 2012. Creating a global digital soil map. CSA News, October, 4-9.
30. Gallant J.C. Topographic Scaling for the NLWRA Sediment Project. CSIRO Land and Water Technical Report 27/01 2001, CSIRO Land and Water, Canberra.
31. Gallant J.C., Hutchinson M.F. Digital terrain analysis. Australian Soil and Land Survey Handbook 2008, vol. 2. CSIRO Publishing, Melbourne. N.J. McKenzie, M.J. Grundy, R. Webster, A.J. Ringrose-Voase (Eds.).
32. Gallant J.C., McKenzie N.J., McBratney A.B. Scale. Australian Soil and Land Survey Handbook 2008, vol. 2. CSIRO Publishing, Melbourne. N.J. McKenzie, M.J. Grundy, R. Webster, A.J. Ringrose-Voase (Eds.).
33. GlobalSoilMap Science Committee, 2013. GlobalSoilMap specifications-Tiered GlobalSoilMap products. Release 2.3.
34. Grinand C., Arrouays D., Laroche B., Martin M.P. Extrapolating regional soil landscapes from an existing soil map: sampling intensity, validation procedures, and integration of spatial context. Geoderma 2008, 143:180-190.
35. Grunwald S., Thompson J.A., Boettinger J.L. Digital soil mapping and modeling at continental scales: finding solutions for global issues. Soil Sci. Soc. Am. J. 2011, 75:1201-1213.
36. Hartemink A.E., McBratney A.B. A soil science renaissance. Geoderma 2008, 148:123-129.
37. Digital Soil Mapping with Limited Data 2008, Springer, Dordrecht. A.E. Hartemink, A.B. McBratney, M.L. Mendonça-Santos (Eds.).
38. Hempel J.W., McBratney A.B., Arrouays D., McKenzie N.J., Hartemink A.E. GlobalSoilMap project history. GlobalSoilMap. Basis of the Global Spatial Soil Information System 2014, Taylor & Francis. D. Arrouays, N.J. McKenzie, J.W. Hempel, A. Richer de Forges, A.B. McBratney (Eds.).
39. Hengl T. Global Soil Information Facilities (GSIF) 2012, ISRIC-World Soil Information, Wageningen, The Netherlands, (accessed 14th November 2013). http://www.isric.org/projects/global-soil-information-facilities-gsif.
40. Hengl T., Heuvelink G.B.M., Stein A. A generic framework for spatial prediction of soil variables based on regression-kriging. Geoderma 2004, 120:75-93.
41. Hengl T., Heuvelink G.B.M., Kempen B. Mapping soil properties for Africa using regression kriging. Global Soil Information Facilities. A Methodological Framework for Open Soil Information 2013, ISRIC-World Soil Information, Wageningen, The Netherlands.
42. Heuvelink G.B.M. Uncertainty quantification of GlobalSoilMap products. GlobalSoilMap. Basis of the Global Spatial Soil Information System 2014, Taylor & Francis, Balkema, The Netherlands. D. Arrouays, N.J. McKenzie, J.W. Hempel, A. Richer de Forges, A.B. McBratney (Eds.).
43. Heuvelink G.B.M., Brown J.D. Towards a soil information system for uncertain soil data. Digital SoilMapping: An Introductory Perspective. Developments in Soil Science 2007, 97-106. Elsevier, Amsterdam. P. Lagacherie, A.B. McBratney, M. Voltz (Eds.).
44. Heuvelink G.B.M., Webster R. Modelling soil variation: past, present and future. Geoderma 2001, 100:269-301.
45. Holmgren G.G. The point representation of soil. Soil Sci. Soc. Am. J. 1988, 52:712-716.
46. Hong S.Y., Kim Y.H., Han K.H., Hyun B.K., Zhang Y.S., Song K.C., Minasny B.M., McBratney A.B. Digital soil mapping of soil properties for Korean soils. Digital Soil Assessment and Beyond 2012, CRC Press. B. Minasny, B. Malone, A.B. McBratney (Eds.).
47. Hong S.Y., Minasny B., Han K.H., Kim Y., Lee K. Predicting and mapping soil available water capacity in Korea. PeerJ 2013, 1:e71. 10.7717/peerj.71.
48. Jacquier D.W., Seaton S. Spline Tool for Estimating Soil Attributes at Standard Depths 2012, CSIRO Land and Water, Australia. http://www.asris.csiro.au/methods.html#Method_Downloads.
49. Ji L., Peters A.J. Assessing vegetation response to drought in the northern Great Plains using vegetation and drought indices. Remote Sens. Environ. 2003, 87:85-98.
50. Kempen B., Brus D.J., Stoorvogel J.J. Three-dimensional mapping of soil organic matter content using soil type-specific depth functions. Geoderma 2011, 162:107-123.
51. Kerry R., Goovaerts P., Rawlins B.G., Marchant B.P. Disaggregation of legacy soil data using area to point kriging for mapping soil organic carbon at the regional scale. Geoderma 2012, 170:347-358.
52. Lagacherie P., Robbez-Masson J.M., Nguyen-The N., Barth's J.P. Mapping of reference area representativity using a mathematical soilscape distance. Geoderma 2001, 101:105-118.
53. Digital Soil Mapping: An Introductory Perspective. Developments in Soil Science 2007, 465-475. Elsevier, Amsterdam. P. Lagacherie, A.B. McBratney, M. Voltz (Eds.).
54. Lilburne L., Hewitt A., Ferriss S. Progress with the design of a soil uncertainty database, and associated tools for simulating spatial realisations of soil properties 2009, 5510-5519. M. Caetano, M. Painho (Eds.).
55. Lin H., Bouma J., Wilding L.P., Richardson J.L., Kutilek M., Nielsen D.R. Advances in hydropedology. Adv. Agron. 2005, 85:1-89.
56. Mallavan B.P., Minasny B., McBratney A.B. Homosoil, a methodology for quantitative extrapolation of soil information across the globe. Digital Soil Mapping-Bridging Research, Environmental Application, and Operation 2010, 137-149. Springer, Dordrecht. J.L. Boettinger, D. Howell, A.C. Moore, A.E. Hartemink, S. Kienast-Brown (Eds.).
57. Malone B.P., McBratney A.B., Minasny B., Laslett G.M. Mapping continuous depth functions of soil carbon storage and available water capacity. Geoderma 2009, 154:138-152.
58. Malone B.P., McBratney A.B., Minasny B. Empirical estimates of uncertainty for mapping continuous depth functions of soil attributes. Geoderma 2011, 160:614-626.
59. Malone B.P., McBratney A.B., Minasny B., Wheeler I. A general method for downscaling earth resource information. Comput. Geosci. 2012, 41:119-125.
60. McBratney A.B., Mendonça-Santos M.L., Minasny B. On digital soil mapping. Geoderma 2003, 117:3-52.
61. McKenzie N.J. A new deal for soils-implications of the Global Soil Partnership for GlobalSoilMap. GlobalSoilMap. Basis of the Global Spatial Soil Information System 2014, Taylor & Francis, Balkema, The Netherlands. D. Arrouays, N.J. McKenzie, J.W. Hempel, A. Richer de Forges, A.B. McBratney (Eds.).
62. McKenzie N.J., Grundy M.J. Approaches to land resource survey. Australian Soil and Land Survey Handbook 2008, vol. 2. CSIRO Publishing, Melbourne. N.J. McKenzie, M.J. Grundy, R. Webster, A.J. Ringrose-Voase (Eds.).
63. McKenzie N.J., Isbell R.F., Jacquier D.W., Brown K.L. Australian Soils and Landscapes: An Illustrated Compendium 2004, 432. CSIRO Publishing, Melbourne.
64. Guidelines for Surveying Soil and Land Resources. Australian Soil and Land Survey Handbook vol. 2 2008, CSIRO Publishing, Melbourne. N.J. McKenzie, M.J. Grundy, R. Webster, A.J. Ringrose-Voase (Eds.).
65. Minasny B., McBratney A.B. A conditioned Latin hypercube method for sampling in the presence of ancillary information. Comput. Geosci. 2006, 32:1378-1388.
66. Minasny B., McBratney A.B. Methodologies for global soil mapping. Digital Soil Mapping-Bridging Research, Environmental Application, and Operation 2010, Progress in Soil Science, Springer, Dordrecht. J.L. Boettinger, D. Howell, A.C. Moore, A.E. Hartemink, S. Kienast-Brown (Eds.).
67. Minasny B., Malone B.P., McBratney A.B. Digital soil assessment and beyond 2012, CRC Press/Balkema, The Netherlands.
68. Water for Food, Water for Life: A Comprehensive Assessment of Water Management in Agriculture 2007, Earthscan, International Water Management Institute, London, Colombo. D. Molden (Ed.).
69. Morris J.C., Minasny B., McBratney A.B. The role of soil inference systems in digital soil assessments. Proceedings of the Fifth Global Workshop on Digital Soil Mapping, Sydney, Australia, 10-13 April 2012 2012, CRC Press/Balkema, The Netherlands. B. Minasny, B.P. Malone, A.B. McBratney (Eds.).
70. Nachtergaele F.O., Van Ranst E. Qualitative and quantitative aspects of soil databases in tropical countries. Evolution of Tropical Soil Science: Past and Future 2003, 107-126. Koninklijke Academie voor Overzeese Wetenschappen, Brussels. G. Stoops (Ed.).
71. Nauman T., Thompson J.A., Odgers N., Libohova Z. Fuzzy disaggregation of conventional soil maps using database knowledge extraction to produce soil property maps. Digital Soil Assessments and Beyond: 5th Global Workshop on Digital Soil Mapping, Sydney, Australia 2012, B. Minasny, B. Malone, A.B. McBratney (Eds.).
72. Nauman T.W., Thompson J.A. Semi-automated disaggregation of conventional soil maps using knowledge driven data mining and classification trees. Geoderma 2014, 213:385-399. 10.1016/j.geoderma.2013.08.024.
73. Nix H.A. Minimum data sets for Agrotechnology Transfer 1984, 181-188. ICRISAT, Patancheru, India. V. Kimble (Ed.).
74. O'Hagan A., Buck C., Daneshkhah A., Eiser J., Garthwaite P., Jenkinson D., Oakley J., Rakow T. Uncertain Judgements: Eliciting Experts' Probabilities 2006, John Wiley & Sons, Ltd., Chichester.
75. Odeh I.O.A., McBratney A.B., Chittteborough D.J. Spatial prediction of soil properties from landform attributes derived from a digital elevation model. Geoderma 1994, 63:197-215.
76. Odeh I.O.A., McBratney A.B., Chittleborough D.J. Further results on prediction of soil properties from terrain attributes: heterotopic cokriging and regression-kriging. Geoderma 1995, 67:215-226.
77. Odeh I.O.A., Leenaars J., Hartemink A.E., Amapu I. The challenges of collating legacy data for digital mapping of Nigerian soils 2012, 453-458. CRC Press/Balkema, The Netherlands. B. Minasny, B.P. Malone, A.B. McBratney (Eds.).
78. Odgers N.P., Libohova Z., Thompson J.A. Equal-area spline functions applied to a legacy soil database to create weighted-means maps of soil organic carbon at a continental scale. Geoderma 2012, 189:153-163.
79. Ponce-Hernandez R., Marriott F.H.C., Beckett P.H.T. An improved method for reconstructing a soil-profile from analysis of a small number of samples. J. Soil Sci. 1986, 37:455-467.
80. Salas F.R., Boldrini E., Maidment D.R., Nativi S., Domenico B. Crossing the digital divide: an interoperable solution for sharing time series and coverages in Earth sciences. Nat. Hazards Earth Syst. Sci. 2012, 12:3013-3029.
81. Sanchez P.A., Ahamed S., Carré F., Hartemink A.E., Hempel J., Huising J., Lagacherie P., McBratney A.B., McKenzie N.J., Mendonça-Santos M.L., Minasny B., Montanarella L., Okoth P., Palm C.A., Sachs J.D., Shepherd K.D., Vågen T.-G., Vanlauwe B., Walsh M.G., Winowiecki L.A., Zhang G.-L. Digital soil map of the world. Science 2009, 325:680-681.
82. Soil Survey Division Staff Soil survey manual, Soil Conservation Service. U.S. Department of Agriculture Handbook 18 1993, US Government Printing Office, Washington, DC.
83. Soil Survey Staff Soil taxonomy: a basic system of soil classification for making and interpreting soil surveys. Agriculture Handbook No. 436 1975, United States Government Printing Office, Washington, DC.
84. Solomatine D.P., Shrestha D.L. A novel method to estimate model uncertainty using machine learning techniques. Water Resour. Res. 2009, 45:W00B11. Link to external resource: 10.1029/2008WR006839. 10.1029/2008WR006839.
85. Sonnerfeld B.G.J.S., Dent D.L. How good is GLASOD?. J. Environ. Manage. 2009, 90:274-283.
86. Srinivasan R., Zhang X., Arnold J. SWAT ungauged: hydrological budget and crop yield predictions in the Upper Mississippi River Basin. Trans. ASABE 2010, 53:1533-1546.
87. Thompson J.A., Prescott T., Moore A., Bell J., Kautz D., Hempel J., Waltman S., Perry C.H. Regional approach to soil property mapping using legacy data and spatial disaggregation techniques 2010.
88. UNEP Global Environmental Outlook GEO4-Environment for Development 2007, United Nations Environment Program, Nairobi, Kenya.
89. UNEP UNEP Year Book 2012 2012, United Nations Environment Program, Nairobi, Kenya.
90. van Baren H., Hartemink A.E., Tinker P.B. 75 years of The International Society of Soil Science. Geoderma 2000, 96:1-18.
91. van Engelen V.W.P., Dijkshoorn J.A. Global and National Soils and Terrain Databases (SOTER). ISRIC Report 2012/04 2012, ISRIC-World Soil Information, Wageningen, Procedures Manual version 2.0, draft for comments.
92. van Wart J., Kersebaum K.C., Peng S., Milner M., Cassman K.G. Estimating crop yield potential at regional to national scales. Field Crop Res 2013, 143:34-43.
93. Viscarra Rossel R.A.V., Adamchuk V.I., Sudduth K.A., McKenzie N.J., Lobsey C., Sparks D. Proximal soil sensing: an effective approach for soil measurements in space and time. Adv. Agron. 2011, 113:237-282.
94. Wallace J.S. Increasing agricultural water use efficiency to meet future food production. Agric. Ecosyst. Environ. 2000, 82:105-119.
95. Webster R. Mathematical treatment of soil information 1978, 3:161-190.
96. Webster R., Lark M. Field Sampling for Environmental Science and Management 2013, Routledge Taylor & Francis Group, London.
97. Webster R., Oliver M.A. Geostatistics for Environmental Scientists 2007, Wiley, Chichester. second ed.
98. Wei S., McBratney A.B., Hempel J.W., Minasny B., Malone B.P., D'Avello T., Burras L., Thompson J.A. Digital harmonisation of adjacent soil survey areas-4 Iowa Counties 2010.