Title of article :
Evaluation of salinity intrusion in arable lands of Al-Batinah coastal belt using unmanned aerial vehicle (UAV) color imagery
Author/Authors :
al-rahbi, sawsana hillal sultan qaboos university - college of agricultural and marine sciences - department of soils, water and agricultural engineering, Oman , al-mulla, yaseen ahmed sultan qaboos university - college of agricultural and marine sciences - department of soils, water and agricultural engineering, Oman , jayasuriya, hemanatha sultan qaboos university - college of agricultural and marine sciences - department of soils, water and agricultural engineering, Oman
From page :
44
To page :
50
Abstract :
Salinity by seawater intrusion due to excess groundwater pumping for irrigation is a major environmental challenge in the coastal areas of the Sultanate of Oman. Increasing salinity levels moving inward the arable lands is happening in a rapid manner. Thus, salinity needs to be evaluated and quantified using a fast and accurate method. The objective of this study was to estimate salinity intrusion in Al-Batinah coastal belt using color aerial imaging. The study was conducted in five randomly selected sites at increasing distances from the seashore of Al-Suwaiq area in Al-Batinah region of northern Oman. Color aerial images were acquired for each site with an Unmanned Aerial Vehicle (UAV). Images were enhanced by orthorectification in ENVI software. A Green Leaf Index (GLI) was obtained from each site image using Matlab software. Image analysis results were compared with the results of analyzed soil and water samples taken for ground-truth verification. There was a strong negative correlation between the distance from the seashore and the soil EC of each site (R = -0.95). Similarly, the mean value of GLI increased as the salinity levels decreased, R= -0.96 and -0.92 for soil EC and water EC, respectively. We demonstrated the possibility of the use of color images taken by a UAV to accurately quantify the effect of soil salination on vegetation along the costal belt.
Keywords :
Seawater Intrusion , Salinity Dynamics , UAV , Image Processing , GLI
Journal title :
Journal of Agricultural and Marine Sciences
Journal title :
Journal of Agricultural and Marine Sciences
Record number :
2728368
Link To Document :
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