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Topsoil moisture mapping using geostatistical techniques under different Mediterranean climatic conditions.
J F Martínez-Murillo1, P Hueso-González1, J D Ruiz-Sinoga1
1Instituto de Geomorfología y Suelos, Departamento de Geografía, Universidad de Málaga, Edificio de Investigación Ada Byron, Ampliación del Campus de Teatinos, 29071 Málaga, Spain.
The Science of the Total Environment
|April 10, 2017
Summary
Mapping topsoil moisture in Mediterranean watersheds is improved using geostatistical co-kriging. This method enhances accuracy, especially in dry and semiarid conditions, aiding soil hydrology studies.
Area of Science:
- Soil Science
- Hydrology
- Geostatistics
Background:
- Soil mapping is crucial for environmental questions.
- Geostatistical techniques like kriging improve understanding of eco-geomorphologic variables such as soil moisture.
- Mediterranean watersheds face diverse climatic conditions impacting soil moisture.
Purpose of the Study:
- To map topsoil moisture in Mediterranean watersheds (humid, dry, semiarid) using geostatistical techniques.
- To evaluate the influence of topography and soil properties on topsoil moisture mapping accuracy.
- To compare ordinary kriging with co-kriging methods incorporating topographic and soil data.
Main Methods:
- Utilized a 1x1m resolution Digital Elevation Model (DEM) for topographic attribute derivation.
- Collected soil samples over 4 years to analyze soil properties controlling topsoil moisture.
- Applied ordinary kriging and two co-kriging variations (with topography and with topography/gravel content) for soil moisture modeling.
Main Results:
- Co-kriging procedures significantly improved the accuracy of topsoil moisture mapping.
- Enhanced accuracy was particularly notable in dry and semiarid Mediterranean watersheds.
- Topography and soil properties, including gravel content, were identified as key factors influencing moisture distribution.
Conclusions:
- Geostatistical co-kriging offers a more efficient and accurate approach for mapping topsoil moisture in Mediterranean environments.
- The study contributes to a better understanding of soil hydrology in field conditions.
- Findings support improved eco-geomorphologic system analysis in diverse climatic settings.