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Prioritization of W. Alarab Sub-Watersheds (North Jordan) for Conservation Measures Using RS, GIS, and Multi-Criteria Analysis

DOI: 10.4236/jwarp.2019.118059, PP. 995-1023

Keywords: Prioritization, Morphometric Analysis, LULC, Soil Erosion Modeling, Validation, Discriminant Analysis (DA)

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Soil erosion and high sediment flow are of eminent environmental concern in Wadi Alarab catchment, northern Jordan. The objective of this research is to conduct a prioritization scheme using RS, GIS, and multi-criteria analysis approach based on morphometric analysis, land use/land cover (LULC) change analysis, and soil loss modeling based on RUSLE model factors. ASTER GDEM and Arc GIS were utilized to delineate watersheds and extract the drainage networks using the Arc Hydro tool. Five basic morphometric parameters, five linear and five shape parameters, six LULC classes, and five soil erosion risk classes are applied to prioritize 13 sub-watersheds connected to W. Alarab basin. LANDSAT images were subjected to supervised classification (the Maximum Likelihood Method) to determine land use/cover changes and to establish the LULC map/layer. Soil erosion risk classes were estimated using the RULSE model. RULSE factors (R, K, L, S, C, and P) were calculated in a GIS environment, then multiplied together so as to estimate soil loss (ton·ha-1·yr-1) and to establish a soil erosion risk map for the entire watershed and the thirteen sub-watersheds. A GIS-based integration of the three layers compiled for each criterion reveals that six sub-watersheds (1, 5, 8, 9, 10, and 11) are categorized under low priority. Further, three sub-basins (4, 12, and 13) are fall under moderate priority, and four sub-basins (2, 3, 6, and 7) are designated as of high priority. It is obvious that 53.8% of these sub-basins must be prioritized immediately for soil and conservation measures. The validity of the achieved priority classes was tested statistically using Discriminant Analysis (DA), and the results showed that morphometric parameters, LULC analysis, and soil loss are accepted criteria for prioritization. These results are intended to help decision-makers to prepare reliable soil erosion management plans.


[1]  Farhan, Y. and Nawaish, S. (2015) Spatial Assessment of Soil Erosion Risk Using RUSLE and GIS Techniques. Environmental Earth Sciences, 74, 4646-4669.
[2]  Christopherson, G. and Guertin, D. (1995) Soil Erosion, Agricultural Intensification, and Iron Age Settlement in the Region of Tall el Umeiri. Unpublished Paper Presented at the Annual Meeting of the American Schools of Oriental Research, Philadelphia.
[3]  Cordova, C.E. (2000) Geomorphological Evidence of Intense Prehistoric Soil Erosion in the Highlands of Central Jordan. Physical Geography, 21, 538-567.
[4]  Farhan, Y., Zreqat, D. and Farhan, I. (2013) Spatial Estimation of Soil Erosion Risk Using RUSLE Approach, RS and GIS Techniques: A Case Study of Kufranja Watershed, Northern Jordan. Journal of Water Resources and Protection, 5, 1247-1261.
[5]  Irvem, A., Topaloglu, F. and Uygur, V. (2007) Estimating Spatial Distribution of Soil Loss over Seyhan River Basin in Turkey. Journal of Hydrology, 336, 30-37.
[6]  Nearing, M.A., Ascough, L.D. and Laften, J.M. (1990) Sensitivity Analysis of the WEPP Hillslope Profile Erosion Model. Transaction of the ASAE, 33, 839-849.
[7]  Kouli, M., Vallianatos, F., Soupios, P. and Alexakis, D. (2009) GIS-Based Morphometric Analysis of Two Major Watersheds, Western Crete, Greece. Journal of Environmental Hydrology, 15, 1-17.
[8]  Alkharabsheh, M., Alexandridis, K., Bilas, G., Misopolinos, N. and Silleos, N. (2013) Impact of Land Cover Change on Soil Erosion Hazard in Northern Jordan Using Remote Sensing and GIS. Procedia Environmental Sciences, 19, 912-921.
[9]  Farhan, Y. (1986) Landslides in Central Jordan with Special Reference to the March 1983 Rainstorm. Singapore Journal of Tropical Geography, 7, 80-97.
[10]  Farhan, Y. (1999) Geomorphic Impacts of Highway Construction, Their Causes and Remedies: A Case Study from Aqaba, Southern Jordan. The Arab World Geographer, 2, 1-25.
[11]  Beaumont, P. and Atkinson, K. (1969) Soil Erosion and Conservation in Northern Jordan. Journal of Soil and Water Conservation, 24, 144-147.
[12]  Atkinson, K., Beaumont, P., Bowen-Jones, H., Fisher, W.B. and Gilchrist-Shirlaw, D.W. (1967) Soil Conservation Survey of Wadi Shueib and Wadi Kufrein, Jordan. Unpublished Report, Department of Geography, University of Durham, Durham.
[13]  Willimott, S.G., Gilchrisy-Shirlaw, D.W., Smith, R.A. and Birch, B.P. (1963) The Wadi Hasa Survey, Jordan. Unpublished Report, Department of Geography, University of Durham, Durham.
[14]  Al-Sheriadeh, M., Malkawi, A., Al-Hamdan, H. and Abdulrahman, N. (2000) Evaluating Sediment Yield at King Talal Reservoir from Landslides along Irbid-Amman Highway. Engineering Geology, 56, 361-372.
[15]  Ijam, A. and Al-Mahamid, M. (2012) Predicting Sedimentation at Mujib Dam Reservoir in Jordan. Jordan Journal of Civil Engineering, 6, 448-463.
[16]  Ijam, A. and Tarawneh, E. (2012) Assessing of Sediment Yield for Wala Dam Catchment Area in Jordan. European Water, 38, 43-58.
[17]  Al-Ansari, N. and Knutsson, S. (2012) Reduction of the Storage Capacity of Two Small Reservoirs in Jordan. Journal of Earth Science and Geotechnical Engineering, 2, 17-37.
[18]  Dabbas, I. (1994) Soil Erosion Measurement in the Salt Area, Jordan. M.A. Thesis, University of Jordan, Amman. (In Arabic)
[19]  Beni Taha, Q. (2004) Soil Erosion in Jerash Area. M.A. Thesis, University of Jordan, Amman. (In Arabic)
[20]  Jawabreh, A. (1995) Soil Erosion Measurements in the Muwaqqar Area, Jordan. M.A. Thesis, University of Jordan, Amman. (In Arabic)
[21]  AL-Shabatat, A. (2005) Environmental Deterioration and Land Management in the Petra—Showbak Area, Jordan. Ph.D. Thesis, University of Jordan, Amman. (In Arabic)
[22]  Al-Hamdan, A. (1996) Soil Erosion Measurements in the Azraq Area, Jordan. M.A. Thesis, University of Jordan, Amman. (In Arabic)
[23]  Farhan, Y., Anbar, A., Al-Shaikh, N. and Mousa, R. (2017) Prioritization of Semi-Arid Agricultural Watershed Using Morphometric and Principal Component Analysis, Remote Sensing, and GIS Techniques, the Zerqa River Watershed, Northern Jordan. Agricultural Sciences, 8, 113-148.
[24]  Arabameri, A., Pradhan, B., Poughasemi, H.R. and Rezaei, K. (2018) Identification of Erosion-Prone Areas Using Different Multi-Criteria Decision-Making. Techniques and GIS. Geomatics, Natural Hazards and Risk, 9, 1129-1155.
[25]  Gajbhiye, S.M., Mishra, S.K. and Pandy, A. (2014) Prioritizing Erosion-Prone Area through Morphometric Analysis: An RS and GIS Perspective. Applied Water Science, 4, 51-61.
[26]  Makwana, J. and Tiwari, M.K. (2016) Prioritization of Agricultural Sub-Watersheds in Semi Arid Middle Region of Gujarat Using Remote Sensing and GIS. Environmental Earth Sciences, 75, 137-159.
[27]  Altaf, F., Meraj, G. and Romshoo, S.A. (2013) Morphometric Analysis to Infer Hydrological Behavior of Lidder Watershed, Western Himalaya, India. Geography Journal, 2013, 178021.
[28]  Iqbal, M. and Sajjad, H. (2014) Watershed Prioritization Using Morphometric and Land Use/Land Cover Parameters of Dudhganga Catchment Kashmir Valley India Using Spatial Technology. Journal of Remote Sensing & GIS, 3, 1000115.
[29]  Biswas, S., Sudhakar, S. and Disai, V.R. (1999) Prioritization of Sub-Watersheds Based on Morphometric Analysis of Drainage Basin: A Remote Sensing and GIS Approach. Journal of the Indian Society of Remote Sensing, 27,155-166.
[30]  Ratnam, K.N., Srivastava, Y.K., Rao, V.V., Amminedu, E. and Murthy, K.S.R. (2005) Check Dam Positioning by Prioritization of Micro-Watersheds Using SYI Model and Morphometric Analysis-Remote Sensing and GIS Perspective. Journal of the Indian Society of Remote Sensing, 33, 25-38.
[31]  Thakkar, A.K. and Dhiman, S.D. (2007) Morphometric Analysis and Prioritization of Mini Watersheds in Mohr Watershed, Gujarat Using Remote Sensing and GIS Techniques. Journal of the Indian Society of Remote Sensing, 35, 313-321.
[32]  Javed, A., Khanday, M.Y. and Ahmad, R. (2009) Prioritization of Sub-Watersheds Based on Morphometric and Land Use Analysis Using Remote Sensing and GIS Techniques. Journal of the Indian Society of Remote Sensing, 37, 261-274.
[33]  Javed, A., Khanday, M. and Rias, S. (2011) Watershed Prioritization Using Morphometric and Land Use/Land Cover Parameters: A Remote Sensing and GIS Approach. Journal of the Geological Society of India, 79, 63-75.
[34]  Khanday, M.Y. and Javed, A. (2016) Prioritization of Watersheds for Conservation Measures in a Semi Arid Watershed Using Remote Sensing and GIS. Journal of the Geological Society of India, 88, 185-196.
[35]  Gajbhiye, S., Sharma, S.K. and Tignuth, S. (2015) Development of a Geomorphological Erosion Index for Shakkar Watershed. Journal of the Geological Society of India, 86, 361-370.
[36]  Renard, K.G., Foster, G.R., Weesies, G.A., McCool, D.L. and Yoder, D.C. (1997) Predicting Soil Erosion by Water: A Guide to Conversation Planning with the Revised Universal Soil Loss Equation (RUSLE). Agricultural Handbook No. 703, USAD-ARS, Washington.
[37]  Eltaif, N., Gharaibeh, M., Al-Zaitawi, F. and Alhamad, M.N. (2010) Approximation of Rainfall Erosivity Factor in Northern Jordan. Pedosphere, 20, 711-717.
[38]  Kraushaar, S. (2016) Soil Erosion and Sediment Flux in Northern Jordan, Springer Theses.
[39]  Quennell, A. (1958) The Structure and Geomorphic Evolution of the Dead Sea Rift. Quarterly Journal of the Geological Society, 114, 1-24.
[40]  Farhan, Y., Anbar, A., Enaba, O. and Al-Shaikh, N. (2015) Quantitative Analysis of Geomorphometric Parameters of Wadi Kerak, Jordan, Using Remote Sensing and GIS. Journal of Water Resources and Protection, 7, 456-475.
[41]  Farhan, Y., Elgaziri, A., Elmaji, I. and Ali, I. (2016) Hypsometric Analysis of Wadi Mujib-Wala Watershed (Southern Jordan) Using Remote Sensing and GIS Techniques. International Journal of Geosciences, 7, 158-176.
[42]  Moh’d, B.K. (2000) The Geology of Irbid and Ash Shuna Ash Shamaliyya (WAQQAS): Map Sheets No. 3154-II and 3154-III. Geological Directorate, Geological Mapping Division, Amman.
[43]  Ministry of Agriculture, Jordan. (1995) The Soil of Jordan. Report of the National Soil Map and Land Use Project, Ministry of Agriculture, Hunting Technical Service LTD and European Commission, Amman.
[44]  Department of Statistics (2016) Population Estimation Reports, Amman, Jordan.
[45]  Horton, R. (1945) Erosional Development of Streams and Their Drainage Basins: Hydrological Approach to Quantitative Morphology. Geological Society of America Bulletin, 56, 275-370.[275:EDOSAT]2.0.CO;2
[46]  Strahler, A. (1957) Quantitative Analysis of Watershed Geomorphology. Transactions of the American Geophysical Union, 38, 913-920.
[47]  Strahler, A. (1964) Quantitative Geomorphology of Drainage Basins and Channel Network. In: Chow, V.T., Ed., Handbook of Applied Hydrology, McGraw Hill, New York, 439-476.
[48]  Al-Saady, Y., Al-Suhail, Q., Al-Tawash, B. and Othman, A. (2016) Drainage Network Extraction and Morphometric Analysis Using Remote Sensing and GIS Mapping Techniques (Lesser Zab River Basin, Iraq and Iran). Environmental Earth Sciences, 75, 1243.
[49]  Kanth, T. and Hassan, Z. (2012) Morphometric Analysis and Prioritization of Watersheds for Soil and Water Resources Management in Water Catchment Using Geospatial Tools. International Journal of Geology, Earth, and Environmental Sciences, 2, 30-41.
[50]  Strahler, A. (1952) Dynamic Basis of Geomorphology. Geological Society of America Bulletin, 63, 923-938.[923:DBOG]2.0.CO;2
[51]  Strahler, A. (1958) Dimensional Analysis Applied to Fluvially Eroded Landforms. Geological Society of America Bulletin, 69, 279-300.[279:DAATFE]2.0.CO;2
[52]  Prasad, R.K., Mondal, N.C., Banerjee, P., Nandakumar, N.V. and Singh, V.S. (2008) Deciphering Potential Groundwater Zone in Hard Rock Through the Application of GIS. Environmental Geology, 55, 467-475.
[53]  Sreedevi, P., Sreekanth, P., Khan, H. and Ahmed, S. (2013) Drainage Morphometry and Its Influence on Hydrology in a Semi Arid Region: Using SRTM Data and GIS. Environmental Earth Sciences, 70, 839-848.
[54]  Tucker, G.E. and Bras, R.L. (1998) Hillslope Processes, Drainage Density, and Landscape Morphology. Water Resources Research, 34, 2751-2764.
[55]  Gravelius, H. (1914) Grundriß der Gesamten Gewässerkunde, Band 1: Flußkunde. Compendium of Hydrology, I, 265-278.
[56]  Zavoianu, I. (1985) Morphometry of Drainage Basins (Developments in Water Science). Elsevier, Amsterdam.
[57]  Miller, V. (1953) A Quantitative Geomorphic Study of Drainage Basin Characteristics in the Clinch Mountain Area, Virginia and Tennessee. Project NR 389-402, Technical Report 3, Columbia University, Department of Geology, ONR, New York.
[58]  Anderson, J., Hardy, E., Roach, J. and Witmer, R. (1976) A Land Use and Land Cover Classification System for Use with Remote Sensor Data. US Geological Survey Professional Paper 964, Washington DC.
[59]  Chandniha, S.L.K. and Kansal, M.L. (2017) Prioritization of Sub-Watersheds Based on Morphometric Analysis Using Geospatial Technology in Piperiya Watershed, India. Applied Water Science, 7, 329-338.
[60]  Wischmeier, W.H. and Smith, D.D. (1978) Predicting Rainfall Erosion Losses: A Guide to Conservation Planning. USDA Handbook 537, Washington DC.
[61]  Millward, A. and Mersey, J.E. (1999) Adapting the RUSLE to Model Soil Erosion Potential in a Mountainous Tropical Watershed. Catena, 38, 109-129.
[62]  Angima, S.D., STOTT, D.E., O’Neill, M.K., Ong, C.K. and Weesies, G.A. (2003) Soil Erosion Prediction Using RUSLE for Central Kenyan Highland Conditions. Agriculture, Ecosystem, & Environment, 97, 295-308.
[63]  Mather, P. and Doornkamp, J.C. (1970) Multivariate Analysis in Geography with Particular Reference to Drainage-Basin Morphometry. Transactions of the Institute of British Geographers, 51, 163-187.
[64]  Davis, J.C. (1973) Statistics and Data Analysis in Geology. Wiley, New York.
[65]  Mather, P.M. (1986) Computational Methods and Multivariate Analysis in Physical Geography. Wiley, London.
[66]  Chorley, R., Donald, M. and Pogorzelski, H. (1957) A New Standard for Estimating Drainage Basin Shape. American Journal of Science, 255, 138-141.
[67]  Angillieri, M.Y.E. and Fernandez, O.M. (2017) Morphometric Analysis of River Uasins Using GIS and Remote Sensing of an Andean Sections of Route 150, Argentina. A Comparison Between Manual and Automated Delineation of Basins. Revista Mexicana de Ciencias Geológicas, 34, 150-156.
[68]  Patel, D.P., Gajjar, C.A. and Srivastava, P.K. (2013) Prioritization of Malesari Mini-Watersheds through Morphometric Analysis: A Remote Sensing and GIS Perspective. Environmental Earth Sciences, 69, 2643-2656.
[69]  Gajbhiye, S.M. and Sharma, S.K. (2015) Prioritization of Watersheds through Morphometric Parameters: A PCA-Based Approach. Applied Water Science, 7, 1505-1519.


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