Literature DB >> 28332082

Detection of terrain indices related to soil salinity and mapping salt-affected soils using remote sensing and geostatistical techniques.

Hela Triki Fourati1, Moncef Bouaziz2,3, Mourad Benzina2, Samir Bouaziz2.   

Abstract

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.

Entities:  

Keywords:  ASTER data; Geostatistics; Landsat 8 image; Remote sensing; Soil salinity mapping; Terrain indices

Mesh:

Substances:

Year:  2017        PMID: 28332082     DOI: 10.1007/s10661-017-5877-7

Source DB:  PubMed          Journal:  Environ Monit Assess        ISSN: 0167-6369            Impact factor:   2.513


  3 in total

1.  Comparative Analysis of the Spectral Response to Soil Salinity of Saline-Sodic Soils under Different Surface Conditions.

Authors:  Jianhua Ren; Kai Zhao; Xiangwen Wu; Xingming Zheng; Xiaojie Li
Journal:  Int J Environ Res Public Health       Date:  2018-12-03       Impact factor: 3.390

2.  Potential of Landsat 8 OLI for mapping and monitoring of soil salinity in an arid region: A case study in Dushak, Turkmenistan.

Authors:  Elif Günal; Xiukang Wang; Orhan Mete Kılıc; Mesut Budak; Sami Al Obaid; Mohammad Javed Ansari; Marian Brestic
Journal:  PLoS One       Date:  2021-11-15       Impact factor: 3.752

3.  Precise Monitoring of Soil Salinity in China's Yellow River Delta Using UAV-Borne Multispectral Imagery and a Soil Salinity Retrieval Index.

Authors:  Xinyang Yu; Chunyan Chang; Jiaxuan Song; Yuping Zhuge; Ailing Wang
Journal:  Sensors (Basel)       Date:  2022-01-11       Impact factor: 3.576

  3 in total

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