Remote Sensing at the Service of Wetlands Mapping: A Case of the Lower Loukkos Complex (North-West Morocco)
			
	
 
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				1
				Research Team on Natural Risks, Faculty of Sciences and Techniques, Abdelmalik Essaadi University, Tetouan BP 416, Tangier, Morocco.
				 
			 
						
				2
				Research Team in Geomatics Remote Sensing and Cartography, Faculty of Sciences and Techniques, Abdelmalik Essaadi University, Tetouan BP 416, Tangier, Morocco
				 
			 
										
				
				
		
		 
			
			
		
		
		
		
		
		
	
							
					    		
    			 
    			
    				    					Autor do korespondencji
    					    				    				
    					Badreddine  Fathi   
    					Research Team on Natural Risks, Faculty of Sciences and Techniques, Abdelmalik Essaadi University, Tetouan BP 416, Tangier, Morocco.
    				
 
    			
				 
    			 
    		 		
			
																											 
		
	 
		
 
 
Ecol. Eng. Environ. Technol. 2023; 8:225-239
		
 
 
SŁOWA KLUCZOWE
DZIEDZINY
STRESZCZENIE
Despite their highly recognized ecological values and ecosystem services, approved by the scientific community, wetlands are in perpetual degradation and their global spatial extension in significant regression. The conservation and sustainability of such ecosystems begins with their monitoring and delimitation. This study aims to develop an approach using open access remote sensing data to make this delineation. Applied to the coastal wetland complex of the lower Loukkos in the Mediterranean area, the methodology followed a two-step process. Firstly, it predicted the spaces favourable for water accumulation conditions, and secondly, it identified the presence of water and its response on the soil and vegetation. The approach was based on a theoretical modelling adopting the potential, existing, efficient wetland (PEEW) approach. The approach was based on a theoretical modelling adopting the potential, existing, efficient wetland (PEEW) approach. The recordings from Sentinel sensors served as the basis for calculating indices Beven-Kirkby Index (BKI), Buffer zone Index (BZI), Normalized Difference Moisture Index (NDMI), Normalized Difference Vegetation Index (NDVI) and Modified Normalized water difference index (MNDWI) to pre-locate and model potential wetland areas (PW).  Photointerpretation was used to map the existing wetland areas (EW). The estimated area of wetlands in the lower Loukkos region is 379 km2 for potential areas identified from topographic data and the hydrographic network, 120 km2 for areas dominated by wetlands detected by remote sensing of water bodies , vegetation and soil moisture, and 33 km2 for natural wetlands identified by photo-interpretation. As a result, the area of current wetlands is only about 9.5% of their theoretical past extent. The validity of this method was confirmed through a comparison of the results with field investigations and hydromorphic traits in soil surveys, as well as external  soil mapping data, showing an 84% concordance.