Laboratory Vis-NIR spectroscopy as an alternative method for estimating the soil aggregate stability indexes of Mediterranean soils

Geoderma

Volumn 209-210, Issue , 2013, Pages 86-97

  Gomez, C ^a   Le Bissonnais, Y ^b   Annabi, M ^c   Bahri, H ^d   Raclot, D ^a  

^a INSTITUT DE RECHERCHE POUR LE DÉVELOPPEMENT   (France)

^b CEMAGREF   (France)

^c UNIVERSITY OF CARTHAGE   (Tunisia)

^d UNIVERSITY OF CARTHAGE   (Tunisia)

Author keywords

Mediterranean soils; Pedotransfert function; Soil aggregate stability; Spectrotransfert function; Tunisia; Vis NIR spectroscopy

Indexed keywords

MEDITERRANEAN SOILS; MULTIPLE LINEAR REGRESSIONS; MULTIVARIATE LINEAR REGRESSIONS; MULTIVARIATE REGRESSION MODELS; ORGANIC CARBON CONTENTS; SOIL AGGREGATE STABILITY; TUNISIA; VIS-NIR SPECTROSCOPY;

EROSION; ESTIMATION; INFRARED DEVICES; LABORATORIES; LINEAR REGRESSION; NEAR INFRARED SPECTROSCOPY; RISK PERCEPTION; SOIL SURVEYS; SOILS; STABILITY;

AGGREGATES;

LABORATORY METHOD; MEDITERRANEAN SOIL; NEAR INFRARED; PEDOTRANSFER FUNCTION; SOIL AGGREGATE; SOIL EROSION; SOIL STABILIZATION; SOIL TYPE; VISIBLE SPECTRUM; WATER EROSION;

MEDITERRANEAN REGION; TUNISIA;

EID: 84880023002     PISSN: 00167061     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.geoderma.2013.06.002     Document Type: Article

References (51)

1. Amezketa E., Singer M.J., Le Bissonnais Y. Testing a new procedure for measuring water-stable aggregation. Soil Science Society of America Journal 1996, 60:888-894.
2. Baize D., Jabiol B. Guide pour la description des sols 1995, INRA édition, Paris.
3. Barthès B., Roose E. Soil aggregate stability as an indicator of soil susceptibility to runoff and erosion; validation at several levels. Catena 2002, 4:133-149.
4. Bellon-Maurel V., Fernandez-Ahumada E., Palagos B., Roger J.M., McBratney A. Prediction of soil attributes by NIR spectroscopy. A critical review of chemometric indicators commonly used for assessing the quality of the prediction. Trac-Trends in Analytical Chemistry 2010, 29(9):1073-1081.
5. Ben-Dor E., Banin A. Near infrared analysis (NIRA) as a rapid method to simultaneously evaluate, several soil properties. Soil Science Society of America Journal 1995, 59:364-372.
6. Besalatpour A., Hajabbasi M.A., Ayoubi S., Gharipour A., Jazi A.Y. Prediction of soil physical properties by optimized support vector machines. International Agrophysics 2012, 26:109-115.
7. Bouma J. Using soil survey data for quantitative land evaluation. Advances in Soil Science 1989, 9:177-213.
8. Brown D.J., Shepherd K.D., Walsh M.G., Mays M.D., Reinsch T.G. Global soil characterization with VNIR diff use reflectance spectroscopy. Geoderma 2006, 132:273-290.
9. Bruand A., Pérez Fernandez P., Duval O. Use of class pedotransfert functions based on texture and bulk density of clods to generate water retention curves. Soil Use and Management 2003, 19:232-242.
10. Bryan R. Soil erodibility and processes of water erosion on hillslope. Geomorphology 2000, 32:385-415.
11. Cammeraat L.H., Imeson A.C. Deriving indicators of soil degradation from soil aggregation studies in SE Spain and S France. Geomorphology 1998, 23:307-321.
12. Cañasveras J.C., Barrón V., del Campillo M.C., Torrent J., Gómez J.A. Estimation of soil aggregate stability indices in Mediterranean soils by diffuse reflectance spectroscopy. Geoderma 2010, 158(1-2):78-84.
13. Cerdá A. Soil aggregate stability under different Mediterranean vegetation types. Catena 1998, 32:73-86.
14. Chang C.-W., Laird D.A. Near-infrared reflectance spectroscopic analysis of soil C and N. Soil Science 2002, 167(2):110-116.
15. Chang C.-W., Laird D.A., Mausbach M.J., Hurburgh C.R. Near-infrared reflectance spectroscopy-principal components regression analysis of soil properties. Soil Science Society of America Journal 2001, 65:480-490.
16. Chappell N.A., Ternan J.L., Bidin K. Correlation of physicochemical properties and sub-erosional landforms with soil aggregate stability variations in a tropical Ultisol disturbed by forestry operations. Soil and Tillage Research 1999, 50:55-71.
17. Chenu C., Le Bissonnais Y., Arrouays D. Organic matter influence on clay wettability and soil aggregate stability. Soil Science Society of America Journal 2000, 64(4):1479-1486.
18. Chenu C., Abiven S., Annabi M., Barray S., Bertrand M., Bureau F., Cosentino D., Darboux F., Duval O., Fourrié L., Francou C., Houot S., Jolivet C., Laval K., Le Bissonnais Y., Lemée L., Menasseri S., Pétraud J.P., Verbeque B. Mise au point d'outils de prévision de l'évolution de la stabilité de la structure de sols sous l'effet de la gestion organique des sols. Etudes et Gestion des Sols 2011, 18(3):137-151.
19. Chiang L.H., Pell R.J., Seasholtz M.B. Exploring process data with the use of robust outlier detection algorithms. Journal of Process Control 2003, 13(5):437-449.
20. Cozzolino D., Moron A. The potential of near-infrared reflectance spectroscopy to analyse soil chemical and physical characteristics. Journal of Agricultural Sciences 2003, 140:65-71.
21. Gomez C.Coulouma G., Lagacherie P. Regional predictions of eight common soil properties and their spatial structures from hyperspectral Vis-NIR data. Geoderma 2012, 189-190:176-185.
22. Gomez C., Viscarra Rossel R.A., McBratney A.B. Soil organic carbon prediction by hyperspectral remote sensing and field Vis-NIR spectroscopy: an Australian case study. Geoderma 2008, 146(3-4):403-411.
23. Gomez C., Lagacherie P., Coulouma G. Continuum removal versus PLSR method for clay and calcium carbonate content estimation from laboratory and airborne hyperspectral measurements. Geoderma 2008, 148(2):141-148.
24. Gumiere S.J., Raclot D., Cheviron B., Davy G., Louchart X., Fabre J.C., Moussa R., Le Bissonnais Y. MHYDAS-Erosion a distributed single-storm water erosion model for agricultural catchment. Hydrological Processes 2011, 25(11):1717-1728. 10.1002/hyp.7931.
25. Idowu O.J. Relationships between soil aggregate stability and selected soil properties in humid tropical environment. Communications in Soil Science and Plant Analysis 2003, 34(5-6):695-708.
26. ISO/FDIS 10930 Soil quality - measurement of the stability of soil aggregates subjected to the action of water (13 pp.). http://www.iso.org/iso/iso_catalogue/.
27. Kirkby M.J., Irvine B.J., Jones R.J.A., Govers G., Boer M., Cerdan O., Daroussin J., Gobin A., Grimm M., Le Bissonnais Y., Kosmas C., Mantel S., Puigdefabregas J., van Lynden G. The PESERA coarse scale erosion model for Europe: I - model rationale and implementation. European Journal of Soil Science 2008, 59:1293-1306.
28. Kutner M.H., Nachtsheim C.J., Neter J. Applied Linear Regression Models, 4th Ed 2004, McGraw-Hill Irwin, Inc., Boston.
29. Lagacherie P., Baret F., Feret J.-B., Madeira Netto J., Robbez-Masson J.-M. Estimation of soil clay and calcium carbonate using laboratory, field and airborne hyperspectral measurements. Remote Sensing of Environment 2008, 112(3):825-835.
30. Lagacherie P., Bailly J.S., Monestiez P., Gomez C. Using scattered soil sensing field surveys to map soil properties over a region. An example with airborne hyperspectral imagery. European Journal of Soil Science 2012, 63:110-119.
31. Le Bissonnais Y. Soil aggregate stability and assessment of soil crustability and erodibility: I theory and methodology. European Journal of Soil Science 1996, 47:425-431.
32. Le Bissonnais Y., Singer M.J. Seal formation, runoff and interrill erosion from 17 California soils. Soil Science Society of America Journal 1993, 57:224-229.
33. Le Bissonnais Y., Montier C., Jamagne M., Daroussin J., King D. Mapping erosion risk for cultivated soil in France. Catena 2002, 46:207-220.
34. Le Bissonnais Y., Blavet D., De Noni G., Laurent J.Y., Asseline J., Chenu C. Erodibility of Mediterranean vineyard soils: relevant soil aggregate stability methods and significant soil variables. European Journal of Soil Science 2007, 58:188-195.
35. Mark H.L., Tunnell D. Qualitative near infrared reflectance analysis using Mahalanobis distances. Analytical Chemistry 1985, 57(7):1449-1456.
36. O'Brien R. A caution regarding rules of thumb for variance inflation factors. Quality and Quantity 2007, 41:673-690.
37. Pachepsky Y.A., Rawls W.J., Lin H.S. Hydropedology and pedotransfer functions. Geoderma 2006, 131:308-316.
38. Pearson R.K. Outliers in process modeling and identification. IEEE Transactions on Control Systems Technology 2002, 10(1):55-63.
39. Savitzky A., Golay M.J.E. Smoothing and differentiation of data by simplified least squares procedures. Analytical Chemistry 1964, 36(8):1627-1639.
40. Shalmani A.A., Shahrestani M.S., Asadi H., Bagheri F. Comparison of regression pedotransfer functions and artificial neural networks for soil aggregate stability simulation. Proceedings of the 19th World Congress of Soil Science: Soil Solutions for a Changing World 2010, 5-7. (Brisbane, Australia, 1-6 August 2010). R.J. Gilkes, N. Prakongkep (Eds.).
41. Shepherd K.D., Walsh M.G. Development of reflectance spectral libraries for characterization of soil properties. Soil Science Society of America Journal 2002, 66:988-998.
42. Shibusawa S., Made Anom S.W., Sato H.P., Sasao A. Soil mapping using the real-time soil spectrometer. ECPA 2001 2001, 2:485-490. agro Montpellier, Montpellier, France. G. Gerenier, S. Blackmore (Eds.).
43. Sung C.T.B. Soil aggregate stability of tropical soils in relation to their organic matter constituents and other soil properties. Pertanika Journal of Tropical Agricultural Science 2012, 35:135-148.
44. Tavares Filho J., Matsuda Feltran C.T., Francirlei de Oliveira J., De Almeida E., De Fátima Guimarães M. Atributos de solo determinantes para a estimativa do índice de estabilidade de agregados. Pesquisa Agropecuária Brasileira 2012, 47(3):436-441.
45. Tenenhaus M. La régression PLS 1998, Editions Technip, Paris, (254 pp.).
46. Tisdall J.M., Oades J.M. Organic matter and water-stable aggregates in soils. Journal of Soil Science 1982, 33:141-163.
47. Viscarra Rossel R.A., McBratney A.B. Laboratory evaluation of a proximal sensing technique for simultaneous measurement of clay and water content. Geoderma 1998, 85:19-39.
48. Viscarra Rossel R.A., Walvoort D.J.J., Mc Bratney A.B., Janik L.J., Skjemstad J.O. Visible, near-infrared, mid-infrared or combined diffuse reflectance spectroscopy for simultaneous assessment of various soil properties. Geoderma 2006, 131:59-75.
49. Yan F.-L., Shi Z.-H., Li Z.-X., Cai C.-F. Estimating interrill soil erosion from aggregate stability of ultisols in subtropical china. Soil and Tillage Research 2008, 100:34-41.
50. Zante P., Collinet J., Pepin Y. Caractéristiques pédologiques et hydrométéorologiques du bassin versant de Kamech, Cap Bon, Tunisie. UMR LISAH IRD Tunis, DG ACTA Direction des Sols Tunis, INRGREF Tunis 2005, (21 p.+6 annexes).
51. Zitouna R. Modélisation de la variabilité du flux de chaleur latente de la parcelle au bassin versant dans un milieu cultivé méditerranéen hétérogène 2009, (Ph.D. report from University of Montpellier 2).