Accounting for extensive topographic and pedologic secondary information to improve soil mapping

Catena

Volumn 77, Issue 1, 2009, Pages 28-38

  Castrignanò, Annamaria ^a   Costantini, Edoardo A C ^a   Barbetti, Roberto ^a   Sollitto, Donato ^a  

^a ISTITUTO NAZIONALE DELLA NUTRIZIONE   (Italy)

Author keywords

Auxiliary information; Gaussian anamorphosis; Multicollocated cokriging; Pedology; Soil mapping; Topography

Indexed keywords

GAUSSIAN METHOD; GEOSTATISTICS; KRIGING; PEDOLOGY; SOIL ANALYSIS; SPATIAL VARIATION; STATISTICAL ANALYSIS; TOPOGRAPHIC MAPPING;

EID: 60149084411     PISSN: 03418162     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.catena.2008.12.004     Document Type: Article

References (33)

1. Barca E., Castrignanò A., Masciale R., Passarella G., and Sedda L. Uncertainty assessment of groundwater quality index using sequential indicator simulation. Final Proc. Int. Conf. Spatial Data Methods for Environmental and Ecological Process. Baia delle Zagare (FG), Italy (2006)
2. Basso B., Bertocco M., Sartori L., and Martin E.C. Analyzing the effect of climate variability on the spatial pattern of yield in a maize-wheat-soybean rotation. European Journal of Agronomy 26 (2007) 82-91
3. Castrignanò A., Giugliarini L., Risaliti R., and Martinelli N. Study of spatial relationships among some soil physico-chemical properties of a field in central Italy using multivariate geostatistics. Geoderma 97 (2000) 39-60
4. Chilès J.P., and Delfiner P. Geostatistics: Modelling Spatial Uncertainty (1999), Wiley, New York
5. In: Costantini E.A.C. (Ed). Linee guida dei metodi di rilevamento e informatizzazione dei dati pedologici. CRA_ABP, Firenze, Italia (2007) 293
6. Costantini E.A.C., Barbetti R., and Righini G. Methods and strategies applied in the Province of Siena (Central Italy). Managing the uncertainty in soil mapping and land evaluation in areas of high pedodiversity. Acts of the Int. Sym. On Soils with Mediterranean type of Climate (2002), CIHEAM-IAMB, Bari (Italy) 45-56
7. Costantini E.A.C., Barbetti R., Bucelli P., Cimato A., Franchini E., L'Abate G., Pellegrini S., Storchi P., and Vignozzi N. In: Grafiche Boccacci (Ed). Zonazione viticola ed olivicola della provincia di Siena (2006), Grafiche Boccacci, Colle Val d'Elsa (SI)
8. Costantini E.A.C., Barbetti R., Bucelli P., L'Abate G., Lelli L., Pellegrini S., and Storchi P. Land peculiarities of the vine cultivation areas in the Province of Siena (Italy), with indications concerning the viticultural and oenological results of sangiovese vine. Boll. Soc. Geol. Ital. vol. 6. (2006) 147-159 Roma
9. Costantini E.A.C., Barbetti R., and L'Abate G. Soils of Italy: status, problems and solutions. In: Zdruli P., and Trisorio L.G. (Eds). Status of Mediterranean Soil Resources: Actions Needed to Support their Sustainable Use. Mediterranean Conference Proceedings, Tunis, Tunisia, IAM Bari (Italy) (2007) 165-186
10. Goovaerts P. Geostatistics for Natural Resources Evaluation (1997), Oxford University Press, New York
11. Goovaerts P., and Journel A.G. Integrating soil map information in modelling the spatial variation in continuous soil properties. European Journal of Soil Science 46 (1995) 397-414
12. Grunwald S. Environmental Soil-Landscape Modelling. Geographic Information Technologies and Pedometrics (2005), Taylor & Francis, London
13. Hengl T., Heuvelink G.B.M., and Stein A. A generic framework for spatial prediction of soil variables based on regression-kriging. Geoderma 120 (2004) 75-93
14. Heuvelink G.B.M. Identification of field attribute error under different models of spatial variation. International Journal of GIS 10 (1996) 921-935
15. Heuvelink G.B.M., and Huisman J.A. Choosing between abrupt and gradual spatial variation. In: Mowrer H.T., and Congalton R.G. (Eds). Quantifying Spatial Uncertainty in Natural Resources: Theory and Applications for GIS and Remote Sensing (2000), Ann Arbor Press, Chelsea, MI 111-117
16. Isaaks E.H., and Srivastava R.M. An Introduction to Applied Geostatistics (1989), Oxford University Press, New York
17. Jenny H. Factors of Soil Formation - A System of Quantitative Pedology (1941), McGraw-Hill, New York
18. Journel A.G., and Huijbregts C.J. Mining Geostatistics (1978), Academic Press, New York
19. Lagacherie P., and Voltz M. Predicting soil properties over a region using sample information from a mapped validation area and digital elevation data: a conditional probability approach. Geoderma 97 (2000) 187-208
20. Lark R.M. Soil-landform relationship at within-field scales: an investigation using continuous classification. Geoderma 92 (1999) 141-165
21. Matheron G. Traité de Géostatistique Appliquée vol. 1 (1962), Technip, Paris
22. MiPAF (Ministero delle Politiche Agricole e Forestali), Osservatorio nazionale pedologico e per la qualità del suolo. In: Franco Angeli (Ed). Metodi di analisi chimica del suolo (Methods for soil chemical analysis) (in Italian) (2000), Milan, Italy Fasciculated
23. Morgan R.P.C. Soil Erosion and Conservation (2005), Wiley 304
24. Morse R.K., and Thornburn T.H. Reliability of soil maps. Proceedings of the 5th International Conference on Soil Mechanics and Foundation Engineering vol. I (1961), Dunod, Paris 259-262
25. Mueller T.G., and Pierce F.J. Soil carbon maps: enhancing spatial estimates with simple terrain attributes at multiple scales. Soil Science Society of America Journal 67 (2003) 258-267
26. Napoli R., Costantini E.A.C., and D'Egidio G. Using pedostratigraphic levels and a GIS to generate three-dimensional maps of the Quaternary soil cover and reconstruct the geomorphological development of the Montagnola Senese (central Italy). Quaternary International (2006) 167-175
27. Penizek V., and Boruvka L. Soil depth prediction supported by primary terrain attributes: a comparison of methods. Plant Soil and Environment 52 9 (2006) 424-430
28. Rivoirard J. Which models for collocated cokriging. Mathematical Geology 33 (2001) 117-131
29. Rogowski A.S., and Wolf J.K. Incorporating variability into soil map unit delineations. Soil Science Society of America Journal 58 (1994) 163-174
30. Soil Survey Division Staff. Soil Survey Manual. Agricultural Handbook N° 18, USDA (1993), Natural Resources Conservation Service, Washington D.C., USA pp. 438
31. Stein A., Hoogerwerf M., and Bouma J. Use of soil map delineations to improve (co)kriging of point data on moisture deficits. Geoderma 43 (1988) 163-177
32. Vachaud G., and Chen T. Sensitivity of a large-scale hydrologic model to quality of input data obtained at different scales; distributed versus stochastic non-distributed modelling. Journal of Hydrology 264 30 (2002) 101-112
33. Wackernagel H. Multivariate Geostatistics: An Introduction with Application (2003), Springer, New York 387