title: Topsoil moisture mapping using geostatistical techniques under different Mediterranean climatic conditions.
abstract: Soil mapping has been considered as an important factor in the widening of Soil Science and giving response to many different environmental questions. Geostatistical techniques, through kriging and co-kriging techniques, have made possible to improve the understanding of eco-geomorphologic variables, e.g., soil moisture. This study is focused on mapping of topsoil moisture using geostatistical techniques under different Mediterranean climatic conditions (humid, dry and semiarid) in three small watersheds and considering topography and soil properties as key factors. A Digital Elevation Model (DEM) with a resolution of 1×1m was derived from a topographical survey as well as soils were sampled to analyzed soil properties controlling topsoil moisture, which was measured during 4-years. Afterwards, some topography attributes were derived from the DEM, the soil properties analyzed in laboratory, and the topsoil moisture was modeled for the entire watersheds applying three geostatistical techniques: i) ordinary kriging; ii) co-kriging considering as co-variate topography attributes; and iii) co-kriging ta considering as co-variates topography attributes and gravel content. The results indicated topsoil moisture was more accurately mapped in the dry and semiarid watersheds when co-kriging procedure was performed. The study is a contribution to improve the efficiency and accuracy of studies about the Mediterranean eco-geomorphologic system and soil hydrology in field conditions.
authors.affiliation: Instituto de Geomorfología y Suelos, Departamento de Geografía, Universidad de Málaga, Edificio de Investigación Ada Byron, Ampliación del Campus de Teatinos, 29071 Málaga, Spain. Electronic address: jfmmurillo@uma.es.
authors.forename: J F
authors.initials: JF
authors.lastname: Martínez-Murillo
authors.affiliation: Instituto de Geomorfología y Suelos, Departamento de Geografía, Universidad de Málaga, Edificio de Investigación Ada Byron, Ampliación del Campus de Teatinos, 29071 Málaga, Spain.
authors.forename: P
authors.initials: P
authors.lastname: Hueso-González
authors.affiliation: Instituto de Geomorfología y Suelos, Departamento de Geografía, Universidad de Málaga, Edificio de Investigación Ada Byron, Ampliación del Campus de Teatinos, 29071 Málaga, Spain.
authors.forename: J D
authors.initials: JD
authors.lastname: Ruiz-Sinoga
keywords: Co-kriging; Mediterranean; Ordinary kriging; Rainfall gradient; Topography; Topsoil moisture