Evaluation of Salinity Intrusion in Arable Lands of Al-Batinah Coastal Belt Using Unmanned Aerial Vehicle (UAV) Color Imagery

Sawsana Hilal Al-Rahbi, Yaseen Ahmed Al-Mulla, Hemanatha Jayasuriya


Salinity by seawater intrusion due to excess groundwater pumping for irrigation is a major environmental challenge in the coastal areas 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 is to estimate salinity intrusion in Al-Batinah coastal belt using color aerial imaging. The study was conducted in five randomly selected sites with increasingly different distances from the seashore of Al-Suwaiq area in Al-Batinah region. Color aerial images were acquired for each site by an Unmanned Aerial Vehicle (UAV). Images were enhanced by orthorectification in ENVI software. 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. The findings of this research work demonstrated the possibility of accurately use of color images taken by a UAV to quantify the salinity effect on vegetation along the costal belt.


Seawater Intrusion; Salinity Dynamics; UAV; Image Processing; GLI

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Al-Belushi A. 2003. Desertification in al-batinah plain, sultanate of Oman. PhD Dissertation. Jordanian University, Jordan (in Arabic).

Al-Mulla Y, Ahmed M, Al-Rawahy SA, Hussain N. 2010. Salinity mapping in oman using remote sensing tools: Status and trends. Published in the Monograph on Management of Salt-Affected Soils and Water for Sustainable Agriculture (Mushtaque A, Al-Rawahi SA, Hussain N (eds)). Sultan Qaboos University, Oman. 17-24.

Al-Yahyai R, Khan MM. 2015. Date palm status and perspective in Oman. Date palm genetic resources and utilization. Springer. p.207-240.

Al Barwani A, Helmi T. 2006. Sea water intrusion in a coastal aquifer: A case study for the area between seeb and suwaiq, sultanate of oman. Journal of Agricultural and Marine Sciences [JAMS]. 11: 55-69.

Bajjali W. 2003. Evaluation of the groundwater salinity throughout sultanate of oman using gis.

Chianucci F, Disperati L, Guzzi D, Bianchini D, Nardino V, Lastri C, Rindinella A, Corona P. 2016. Estimation of canopy attributes in beech forests using true colour digital images from a small fixed-wing uav. International journal of applied earth observation and geoinformation. 47: 60-68.

Choudri B, Baawain M, Al-Sidairi A, Al-Nadabi H, Ahmed M. 2015a. Relative vulnerability of coastal wilayats to development: A study of al-batinah north, oman. Journal of Coastal Conservation (Springer Science & Business Media B.V.). 19(1): 51-57.

Choudri BS, Al-Busaidi A, Ahmed M. 2013. Climate change, vulnerability and adaptation experiences of farmers in al-suwayq wilayat, sultanate of oman. International Journal of Climate Change Strategies and Management. 5(4): 445-454.

Choudri BS, Baawain M, Ahmed M. 2015b. Review of water quality and pollution in coastal areas of oman. Marine Pollution Bullentin.

Choudri BS, Baawain M, Ahmed M. 2015c. Status of coastal and marine ecosystem management in sultanate of oman. Ocean and Coastal Management.

Herrero J, Ba A, Aragüés R. 2003. Soil salinity and its distribution determined by soil sampling and electromagnetic techniques. Soil Use and Management. 19(2): 119-126.

Hunt Jr ER, Doraiswamy PC, Mcmurtrey JE, Daughtry CS, Perry EM, Akhmedov B. 2013. A visible band index for remote sensing leaf chlorophyll content at the canopy scale. International journal of applied earth observation and geoinformation. 21: 103-112.

Hussain N. 2005. Strategic plan for combating water and soil salinity in sultanate of oman for 2005-2015. Ministry of Agriculture and Fisheries, Oman. 117.

Kwarteng AY, Dorvlo AS, Vijaya Kumar GT. 2009. Analysis of a 27‐year rainfall data (1977–2003) in the sultanate of oman. International Journal of Climatology. 29(4): 605-617.

Lawley V, Lewis M, Clarke K, Ostendorf B. 2016. Site-based and remote sensing methods for monitoring indicators of vegetation condition: An australian review. Ecological Indicators. 60: 1273-1283.

Louhaichi M, Borman MM, Johnson DE. 2001. Spatially located platform and aerial photography for documentation of grazing impacts on wheat. Geocarto International. 16(1): 65-70.

M.A.F. 2013. Oman agricultural census. Muscat, Oman: Ministry of Agriculture and Fisheries pp.

Macfarlane C, Ogden GN. 2012. Automated estimation of foliage cover in forest understorey from digital nadir images. Methods in Ecology and Evolution. 3(2): 405-415.

Mishra DR. 2014. Coastal remote sensing. GIScience & Remote Sensing. 51(2): 115-119.

Mulder VL, De Bruin S, Schaepman ME, Mayr TR. 2011. The use of remote sensing in soil and terrain mapping — a review. Geoderma. 162(1–2): 1-19.

Rishi P, Mudaliar R. 2014. Climate stress, behavioral adaptation and subjective well being in coastal cities of india. Am J Appl Psychol. 2(1): 13-21.

Tran PH, Nguyen AK, Liou Y-A, Hoang PP, Thanh H. 2018. Estimation of salinity intrusion by using landsat 8 oli data in the mekong delta, vietnam.

DOI: http://dx.doi.org/10.24200/jams.vol24iss0pp44-50


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