Spatial multi-scale variability of soil nutrients in relation to environmental factors in a typical agricultural region, Eastern China

Science of the Total Environment

Volumn 450-451, Issue , 2013, Pages 108-119

  Liu, Yang ^a   Lv, Jianshu ^a   Zhang, Bing ^a   Bi, Jun ^a  

^a NANJING UNIVERSITY   (China)

Author keywords

Environmental factors; Geostatistics; Multi scale; Risk assessment; Soil nutrients

Indexed keywords

AGRICULTURE MANAGEMENT; BACKGROUND VALUE; EASTERN CHINA; ENVIRONMENTAL FACTORS; FACTORIAL KRIGING; GEO-STATISTICS; INDICATOR KRIGING; LAND USE TYPE; LOCAL SCALE; MULTI-SCALE VARIATIONS; MULTISCALES; NUGGET-EFFECT; PARENT MATERIALS; POTENTIAL RISKS; REGIONAL SCALE; RISK AREAS; SHANDONG PROVINCE; SOIL NUTRIENTS; SOIL ORGANIC CARBON; SPATIAL SCALE; SPATIAL VARIABILITY; SPATIAL VARIATIONS; SPHERICAL STRUCTURES; STEPWISE MULTIPLE REGRESSION; TOPSOIL SAMPLES; TOTAL NITROGEN; TOTAL PHOSPHORUS;

AGRICULTURE; INTERPOLATION; RISK ASSESSMENT; SOILS;

NUTRIENTS;

NITROGEN; ORGANIC CARBON; PHOSPHORUS;

AGRICULTURAL SOIL; ENVIRONMENTAL FACTOR; GEOSTATISTICS; NITROGEN; ORGANIC CARBON; PHOSPHORUS; RISK ASSESSMENT; SOIL NUTRIENT; SOIL ORGANIC MATTER;

ARTICLE; CHEMICAL ANALYSIS; CHINA; CONCENTRATION (PARAMETERS); CONTROLLED STUDY; DATA ANALYSIS; ENVIRONMENTAL FACTOR; ENVIRONMENTAL MONITORING; NUTRIENT CONCENTRATION; NUTRIENT CYCLING; NUTRIENT DYNAMICS; NUTRIENT UPTAKE; PRIORITY JOURNAL; RISK ASSESSMENT; RISK FACTOR; SOIL ANALYSIS; SOIL CHANGE; SOIL PROPERTY; SPATIAL SOIL VARIABILITY;

AGRICULTURE; CHINA; ENVIRONMENTAL MONITORING; HYDROCARBONS; LINEAR MODELS; NITROGEN; PHOSPHORUS; SOIL; SPATIAL ANALYSIS;

CHINA; RIZHAO; SHANDONG;

EID: 84874685349     PISSN: 00489697     EISSN: 18791026     Source Type: Journal    
DOI: 10.1016/j.scitotenv.2013.01.083     Document Type: Article

References (60)

1. Alary C., Demougeot-renard H. Factorial kriging analysis as a tool for explaining the complex spatial distribution of metals in sediments. Environ Sci Technol 2010, 44:593-599.
2. Amini M., Afyuni M., Khademi H., Abbaspour K.C., Schulin R. Mapping risk of cadmium and lead contamination to human health in soils of Central Iran. Sci Total Environ 2005, 347:64-77.
3. Bellier E., Certain G., Planque B., Monestiez P., Bretagnolle V. Modeling habitat selection at multiple scales with multivariate geostatistics: an application to seabirds in open sea. Oikos 2010, 119:988-999.
4. Bocchi S., Castrignano A., Fornaro F., Maggiore T. Application of factorial kriging for mapping soil variation at field scale. Eur J Agron 2000, 13:295-308.
5. Bonmati M., Ceccanti B., Nannipieri P. Spatial variability of phosphatase, urease, protease, organic carbon and total nitrogen in soil. Soil Biol Biochem 1991, 23:391-396.
6. Borges R., Mallarino A.P. Field-scale variability of phosphorus and potassium uptake by no-till corn and soybean. Soil Sci Soc Am J 1997, 61:846-853.
7. Buttafuoco G., Caloiero T., Coscarelli R. Spatial and temporal patterns of the mean annual precipitation at decadal time scale in southern Italy (Calabria region). Theor Appl Climatol 2011, 105:431-444.
8. Carter B.J., Ciolkosz E.J. Slope gradient and aspect effects on soils developed from sandstone in Pennsylvania. Geoderma 1991, 49:199-213.
9. Castrignanó A., Giugliarini L., Risaliti R., Martinelli N. Study of spatial relationships among some soil physico-chemical properties of a field in central Italy using multivariate geostatistics. Geoderma 2000, 97:39-60.
10. Chilès J.P., Delfiner P. Geostatistics: modelling spatial uncertainty 1999, Wiley, New York, USA.
11. Chu H.J., Lin Y.P., Jang C.S. Delineating the hazard zone of multiple soil pollutants by multivariate indicator kriging and conditioned Latin hypercube sampling. Geoderma 2010, 158:242-251.
12. Dai J.R., Pang X.G., Yu C., Wang C.L., Wang Z.H., Hu X.P. Geochemical baselines and background values and element enrichment characteristics in soils in eastern Shandong Province. Geochimica 2011, 40:577-587.
13. Dobermann A., Goovaerts P., Neue H.U. Scale-dependent correlations among soil properties in two tropical lowland rice fields. Soil Sci Soc Am J 1997, 61:1483-1496.
14. Geissen V., Sánchez-Hernández R., Kampichler C., Ramos-Reyes R., Sepulveda-Lozada A., Ochoa-Goana S., et al. Effects of land-use change on some properties of tropical soils: an example from Southeast Mexico. Geoderma 2009, 151:87-97.
15. Geovariances Isatis technical references 2011, Geovariances and Ecole des Mines de Paris, Paris.
16. Goovaerts P., Webster R. Scale-dependent correlation between topsoil copper and cobalt concentrations in Scotland. Eur J Soil Sci 1994, 45:79-95.
17. Goovaerts P. Geostatistics for natural resources evaluation 1997, Oxford Univ. Press, New York, Oxford.
18. Goovaerts P. Geostatistical tools for characterizing the spatial variability of microbiological and physico-chemical soil properties. Biol Fertil Soils 1998, 27:315-334.
19. Goulard M., Voltz M. Linear co-regionalization model: tool for estimation and choice of cross-variogram matrix. Math Geol 1992, 24:269-286.
20. Halvorson J.J., Smith J.L., Papendick R.I. Integration of multiple soil parameters to evaluate soil quality: a field example. Bio Fert Soils 1996, 21:207-214.
21. Holmes K.W., Kyriakidis P.C., Chadwick O.A., Soares J.V., Roerts D.A. Multi-scale variability in tropical soil nutrients following land-cover change. Biogeochemistry 2005, 74:173-203.
22. Hontoria C., Rodríguez-Murillo J.C., Saa A. Relationships between soil organic carbon and site characteristics in Peninsular Spain. Soil Sci Soc Am J 1999, 63:614-621.
23. Huang C.Y. Soil science 2000, China Agriculture Press, Beijing.
24. Huang S.W., Jin J.Y., Yang L.P., Bai Y.L. Spatial variability of soil nutrients and influencing factors in a vegetable production area of Hebei Province in China. Nutr Cycl Agroecosyst 2006, 75:201-212.
25. Imrie C.E., Korre A., Munoz-Melendez G., Thornton I., Durucan S. Application of factorial kriging analysis to the FOREGS European topsoil geochemistry database. Sci Total Environ 2008, 393:96-110.
26. Iqbal J., Thomasson J.A., Jenkins J.N., Owens P.R., Whisler F.D. Spatial variability analysis of soil physical properties of alluvial soils. Soil Sci Soc Am J 2005, 69:1338-1350.
27. Jacinthe P.A., Lal R. Spatial variability of soil properties and trace gas fluxes in reclaimed mine land of southeastern Ohio. Geoderma 2006, 136:598-601.
28. Jang C.S., Chen S.K., Ching-Chieh L. Using multiple-variable indicator kriging to assess groundwater quality for irrigation in the aquifers of the Choushui River alluvial. Hydrol Processes 2008, 22:4477-4489.
29. Jenny H. Factors of soil formation. A system of quantitative pedology 1941, McGraw Hill Book Company, New York, NY, USA.
30. Jimeânez-Espinosa R., Chica-Olmo M. Application of geostatistics to identify gold-rich areas in the Finisterre-Fervenza region, NW Spain. Appl Geochem 1999, 14:133-145.
31. Johnson C.E., Ruiz-Mendez J.J., Lawrence G.B. Forest soil chemistry and terrain attributes in a Catskills watershed. Soil Sci Soc Am J 2000, 64:1804-1814.
32. Kosmas C., Gerontidis S., Marathianou M. The effect of land use change on soils and vegetation over various lithological formations on Lesvos Greece. Catena 2000, 40:51-68.
33. Lemenih M., Karltun E., Olsson M. Soil organic matter dynamics after deforestation along a farm field chronosequence in southern highlands of Ethiopia. Agric Ecosyst Environ 2005, 109:9-19.
34. Lin Y.B., Lin Y.P., Liu C.W., Tan Y.C. Mapping of spatial multi-scale sources of arsenic variation in groundwater on ChiaNan floodplain of Taiwan. Sci Total Environ 2006, 370:168-181.
35. Lin Y.P. Multivariate geostatistical methods to identify and map spatial variations of soil heavy metals. Environ Geol 2002, 42:1-10.
36. Matheron G. Pour une analyse krigeante des données regionalisées in Report 732 1982, Centre de Geostatistique, Fontainebleau.
37. Moore I.D., Gessler P.E., Nielsen G.A., Peterson G.A. Soil attribute prediction using terrain analysis. Soil Sci Soc Am J 1993, 57:443-452.
38. Morris S.J. Spatial distribution of fungal and bacterial biomass in southern Ohio hardwood forest soils: fine scale variability and microscale patterns. Soil Biol Biochem 1999, 31:1375-1386.
39. Murty D., Kirschbaum M.U.F., Mcmurtrie R.E., Mcgilvray H. Does conversion of forest to agricultural land change soil carbon and nitrogen? A review of the literature. Global Change Biol 2002, 8(2):105-123.
40. Nelson D.W., Sommers L.E. Total carbon, organic carbon, and organic matter. Methods of soil analysis. Part 3: chemical methods 1996, 961-1010. Soil Science Society of America Inc., Madison, WI. D.L. Sparks, A.L. Page, P.A. Helmke (Eds.).
41. Oliver M.A., Webster R., Slocum K. Filtering SPOT imagery by kriging analysis. Int J Remote Sens 2000, 21:735-752.
42. Ortiz B.V., Perry C., Goovaerts P., Vellidis G., Sullivan D. Geostatistical modeling of the spatial variability and risk areas of southern root-knot nematodes in relation to soil properties. Geoderma 2010, 156:243-252.
43. Osherl J., Buol S.W. Relationship of soil properties to parent material and landscape position in eastern Madre de Dios, Peru. Geoderma 1998, 83:143-166.
44. Parkinson J.A., Allen S.E. A wet oxidation procedure suitable for determination of nitrogen and mineral nutrients in biological material. Commun Soil Sci Plant Anal 1975, 6:1.
45. Plaster E.J. Soil science and management 1996, Selmar Publishers, New York. 3rd ed.
46. Piotrowska A., Długosz J., Namysłowska-Wilczyńska B., Zamorski R. Field-scale variability of topsoil dehydrogenase and cellulase activities as affected by variability of some physico-chemical properties. Biol Fertil Soils 2011, 47:101-109.
47. Powers J.S., Schlesinger W.H. Relationships among soil carbon distributions and biophysical factors at nested spatial scales in rain forests of northeastern Costa Rica. Geoderma 2002, 109:165-190.
48. Rizhao Municipal Bureau of Statistics Rizhao statistical year book in 2010 2010, China Statistics Press, Beijing.
49. Rodenburg J., Stein A., van Noodwijk M., Ketterings Q.M. Spatial variability of soil pH and phosphorus in relation to soil run-off following slash-and-burn land clearing in Sumatra, Indonesia. Soil Tillage Res 2003, 71:1-14.
50. Rodríguez J.A., Nanos N., Grau M., Gil L., López-Arias M. Multiscale analysis of heavy metal contents in Spanish agricultural topsoils. Chemosphere 2008, 70:1085-1096.
51. Smith J.L., Halvorson J.J., Papendick R.I. Using multiple-variable indicator kriging for evaluating soil quality. Soil Sci Soc Am J 1993, 57:743-749.
52. Sollitto D., Romic R., Castrignanò A., Romic D., Bakic H. Assessing heavy metal contamination in soils of the Zagreb region (Northwest Croatia) using multivariate geostatistics. Catena 2010, 80:182-194.
53. Solomon D., Lehmann J., Zech W. Land use effects on soil organic matter properties of chromic luvisols in semi-arid northern Tanzania: carbon, nitrogen, lignin and carbohydrates. Agric Ecosyst Environ 2000, 78:203-213.
54. Umali B.P., Oliver D.P., Forrester S., Chittleborough D.J., Hutson J.L., Kookana R.S., et al. The effect of terrain and management on the spatial variability of soil properties in an apple orchard. Catena 2012, 93:38-48.
55. Wackernagel H. Multivariate geostatistics: an introduction with applications 2003, Springer-Verlag, Berlin. 3rd ed.
56. Wang H.J., Shi X.Z., Yu D.S., Weindorf D.C., Huang B., Sun W.X., et al. Factors determining soil nutrient distribution in a small-scaled watershed in the purple soil region of Sichuan Province, China. Soil Tillage Res 2009, 105:300-306.
57. Wang S., Wang X., Ouyang Z. Effects of land use, climate, topography and soil properties on regional soil organic carbon and total nitrogen in the Upstream Watershed of Miyun Reservoir, North China. J Environ Sci 2012, 24:387-395.
58. Xu S., Tao S. Coregionalisation analysis of heavy metals in the surface soil of Inner Mongolia. Sci Total Environ 2004, 320:73-87.
59. Yavitt J.B. Nutrient dynamics of soil derived from different parent material on Barro Colorado Island, Panama. Biotropica 2000, 32:198-207.
60. Zhao Y.C., Wang Z.G., Sun W.X. Spatial interrelations and multi-scale sources of soil heavy metal variability in a typical urban-rural transition area in Yangtze River Delta region of China. Geoderma 2010, 156:216-227.