Journal
ENVIRONMENTAL EARTH SCIENCES
Volume 80, Issue 21, Pages -Publisher
SPRINGER
DOI: 10.1007/s12665-021-10017-w
Keywords
Geostatistics; Uncertainty analysis; Soil hydrology attributes; Watershed scale
Funding
- Brazilian National Council for Scientific and Technological Development (CNPq)
- Coordination for the Improvement of Higher Education Personnel-Brazil (CAPES) [001]
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This study utilized sequential Gaussian simulation to simulate the spatial variability of saturated soil hydraulic conductivity (K-sat) in a subtropical watershed in Southern Brazil. The results showed that lower K-sat uncertainty estimates were found in densely sampled areas, while higher uncertainty estimates were obtained in soils located at steeper areas of the watershed and alongside the main watercourse.
The high spatial variability of the saturated soil hydraulic conductivity (K-sat) and the effort required for its data sampling have been a challenge for soil scientists to obtain its representativeness at a scale resolution required by watershed management. The objective of this work was to simulate the spatial variability of K-sat and evaluate its uncertainties through sequential Gaussian simulation (SGS) in a subtropical watershed, Southern Brazil. K-sat data were obtained in an experimental grid of 179 points established in a watershed with shallow soils and relief varying from undulating to strong undulating. Experimental and theoretical semivariograms were calculated and the SGS was used to generate 100 equiprobable fields. Local and spatial uncertainties of K-sat were assessed. Lower K-sat uncertainty estimates were found in densely sampled areas. Higher K-sat uncertainty estimates were obtained in soils located at steeper areas of the watershed and on soils formed alongside the main watercourse. Spatial variability maps of K-sat are quite useful for supporting hydrological simulation of the floods in watersheds, identifying areas more prone to groundwater recharge and the effects of different tillage systems on soil water dynamics at watershed scale as well.
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