Detection of terrain indices related to soil salinity and mapping salt-affected soils using remote sensing and geostatistical techniques.
Traditional surveying methods of soil properties over landscapes are dramatically cost and time-consuming. Thus, remote sensing is a proper choice for monitoring environmental problem. This research aims to study the effect of environmental factors on soil salinity and to map the spatial distribution of this salinity over the southern east part of Tunisia by means of remote sensing and geostatistical techniques. For this purpose, we used Advanced Spaceborne Thermal Emission and Reflection Radiometer data to depict geomorphological parameters: elevation, slope, plan curvature (PLC), profile curvature (PRC), and aspect. Pearson correlation between these parameters and soil electrical conductivity (ECsoil) showed that mainly slope and elevation affect the concentration of salt in soil. Moreover, spectral analysis illustrated the high potential of short-wave infrared (SWIR) bands to identify saline soils. To map soil salinity in southern Tunisia, ordinary kriging (OK), minimum distance (MD) classification, and simple regression (SR) were used. The findings showed that ordinary kriging technique provides the most reliable performances to identify and classify saline soils over the study area with a root mean square error of 1.83 and mean error of 0.018.
Laboratory of Water-Energy-Environment, code AD-10-02, National Engineering School of Sfax, B.P.W. 3038, Sfax, Tunisia. hela.tri@gmail.com.
Hela
H
Triki Fourati
Laboratory of Water-Energy-Environment, code AD-10-02, National Engineering School of Sfax, B.P.W. 3038, Sfax, Tunisia.|Faculty of Environmental Sciences, Institute of Geography, TU Dresden, Helmholtzstr. 10, D-01069, Dresden, Germany.
Moncef
M
Bouaziz
Laboratory of Water-Energy-Environment, code AD-10-02, National Engineering School of Sfax, B.P.W. 3038, Sfax, Tunisia.
Mourad
M
Benzina
Laboratory of Water-Energy-Environment, code AD-10-02, National Engineering School of Sfax, B.P.W. 3038, Sfax, Tunisia.
Samir
S
Bouaziz
D004553:Electric Conductivity; D004784:Environmental Monitoring / Q000379:methods*; D058998:Remote Sensing Technology; D054712:Salinity; D012965:Sodium Chloride / Q000032:analysis; D012987:Soil / Q000737:chemistry*; D062206:Spatial Analysis; D014416:Tunisia
D012987:Soil; D012965:Sodium Chloride
ASTER data; Geostatistics; Landsat 8 image; Remote sensing; Soil salinity mapping; Terrain indices