Modeling and mapping of soil salinity in Tafilalet plain (Morocco)
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The Tafilalet plain in Morocco is a very rich ecosystem. It presents enormous ecological and natural values, such as groundwater and agricultural soil; however, it is undergoing rapid changes due to natural and anthropogenic factors, where soil salinity constitutes one of the major problems. In this context, remote sensing data/techniques used to map and to model soil salinity is a valuable tool in management activities and in decision-making. This paper focuses on modeling and mapping soil salinity in Tafilalet plain, Morocco, based on Landsat 8 OLI satellite data in combination with ground field data. Our results indicated that the coefficient of determination (R2) varies from 0.53 to 0.75 and the Root Mean Square Error (RMSE) ranges between 0.62 and 0.80 dS/m. Based on the results, we can conclude that this approach is an effective and valid methodology for modeling and spatial mapping soil salinity in this area and this method could also be applied for other regions with similar characteristics.
KeywordsTafilalet plain Landsat 8 OLI Electrical conductivity Soil salinity
The authors acknowledge the financial support of VLIR-UOS for the help of the equipment and missions at the KU Leuven, Belgium. Thanks are also due to the anonymous reviewers for their valuable comments on this article, which allowed us to improve the scientific quality of this research.
Compliance with ethical standards
Conflict of interest
The authors declare that they have no conflict of interest.
- Bannari A, Guedon AM, el-Harti A, Cherkaoui FZ, el-Ghmari A (2008) Characterization of slightly and moderately saline and sodic soils in irrigated agricultural land using simulated data of advanced land imaging (EO-1) sensor. Commun Soil Sci Plant Anal 39(19–20):2795–2811. https://doi.org/10.1080/00103620802432717 CrossRefGoogle Scholar
- Barbouchi, M., Abdelfattah, R., Chokmani, K., Aissa, N. B., Lhissou, R., & El Harti, A. (2015) Soil salinity characterization using polarimetric InSAR coherence: Case studies in Tunisia and Morocco. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 8(8), 3823–3832Google Scholar
- Billaux P, Bryssine G (1966) Les sols du MarocGoogle Scholar
- FAO (2002) WFS:fyl Focus on the issuesGoogle Scholar
- Joly F (1962) Etudes sur le relief du Sud-Est Marocain: thèse pour le doctorat ès Lettres présentée à la Faculté des lettres et Sciences humaines de l’Université de ParisGoogle Scholar
- Lhissou R, El A, Chokmani K (2014) Mapping soil salinity in irrigated land using optical remote sensing data. Eur J Soil Sci 3(2):82–88Google Scholar
- Norman CP, Lyle CW, Heuperman AF, & Poulton D (1989) Tragowel plains–challenge of theplains. Tragowel plains salinity management plan, soil salinity survey, Tragowel Plains Subregional workinggroup 49-89.Google Scholar
- Ug MVM, Ahmed Douaik TT (2008) Stochastic approaches for space–time modeling and interpolation of soil salinity. In: Metternicht G, Zinck JA (eds) Remote sensing of soil salinization: impact on land management. CRC Press, Boca Raton, pp 273–289Google Scholar