The soil productivity has been steadily declining constantly, due the action of erosion and inappropriate techniques use and soil management. In this scenario, the objective of the study was to determine the spatial dependence of sediment production located in the initial part of the watershed Pardo River - SP, during the years 1995 to 1999, in the sub-basins generated by SWAT 2009 model, using geostatistical tool. It was made a sampling by an irregular grid with 43 points located in the initial part of each sub-basin to represent the amount of sediment produced in each sub-basin and by geostatistical technique; it was found spatial dependence and was made contour maps using ordinary kriging. It was observed that the production of sediments showed spatial dependence, adjusting to the spherical model variogram and range near values. The year 1998 had the highest amount of sediment produced and in 1999 the smallest amount. For all years, the east part of the Rio Pardo basin was that presented the highest sediment concentrations.332175Arnold, J.G., Srinivasan, R., Muttiah, R.S., Williams, J.R., Journal of the American Water Resources AssociationAvanzi, J.C., Silva, M.L.N., Curi, N., de Mello, C.R., Fonseca, S., Revista Brasileira e Engenharia Agrícola e AmbientalBagatini, T., Cogo, N.P., Gilles, L., Portela, J.C., Portz, G., Queiroz, H.T., Revista Brasileira de Ciência do SoloBertoni, J., Lombardi Neto, F., Conservação do soloBezerra, S.A., Cantalice, J.R.B., Revista CaatingaCalijuri, M.L., Meira, A.D., Pruski, F.F., AnaisCarvalho, W.A., Jim, J., Áreas de proteção ambiental: Região da "Serra de Botucatu" e região da "Serra de Fartura."Cogo, N.P., Moldenhauer, W.C., Foster, G.R., Soil Science Society of America JournalEngel, F.L., Bertol, I., Mafra, A.L., Cogo, N.P., Scientia AgrícolaGuimarães, E.C., Geoestatística básica e aplicadaLepsch, I.F., Formação e conservação dos solosMartins, S.G., Silva, M.L.N., Curi, N., Ferreira, M.M., Fonseca, S., Marques, J.J.G.S.M., Revista Brasileira de Ciência do SoloMota, S., Preservação e conservação de recursos hídricosNeitsch, S.L., Arnold, J.G., Kiniry, J.R., Williams, J.R., King, K.W., Soil and water assessment tool: Theoretical documentation version 2000Panachuki, E., Bertol, I., Sobrinho, T.A., de Oliveira, P.T.S., Rodrigues, D.B.B., Revista Brasileira de Ciência do SoloRobertson, G.P., Gamma Desing SoftwareSantos, I., Fill, H.D., Sugai, M.R.B., Buda, H., Kishi, R., Marone, E., Lautert, F.L., Hidrometria aplicadaSilva, A.M., Alvares, C.A., Geociênciasda Silva, J.W., Guimarães, E.C., Tavares, M., Ciência AgrotécnicaTucci, C.E.M., Modelos hidrológicosTucci, C.E.M., Hidrologia: Ciência e aplicaçãoVieira, S.R., Tópicos em Ciência do SoloVieira, S.R., Hatfield, T.L., Nielsen, D.R., Biggar, J.W., HilgardiaZachar, D., Soil erosion: Developments in soil scienceZimback, C.R.L., Análise espacial de atributos químicos de solos para fins de mapeamento da fertilidadeZimback, C.R.L., Levantamento semidetalhado dos solos da bacia do Rio Pardo nos municípios de Pardinho e Botucatu