Main Article Content
Abstract
The study area comprises Erbil province, Kurdistan region, Iraq. Thirty-five soil samples have been taken from different districts. Several soil analyses have been performed in order to find soil loss as a criterion for land suitability assessment. The other criteria were elevation, slope, aspect ratio, and land use and land cover (LULC). All used criteria have been weighted using Analytic Hierarchy Process (AHP) methodology to find their priorities in order to use them on weighted overlay methodology (WOM) based on the Geographical Information Systems (GIS) technique. Integration of AHP and GIS have been utilized in purpose to find the land suitability based on five classes; high suitable (S1), moderately suitable (S2), marginally suitable (S3), not suitable (N1), and not suitable permanently (N2). The result of land suitability shows that the S1 class is generally located at the northwest of the middle part in the study area extended to the southwest, and it occupies an area of 1243.94 km2 (8.61%). The S2 class occupies a minimum area of 85.52 km2 (0.59%), while the S3 class occupies a massive area relatively about 4886.75 km2 (33.82%). The N1 class occupies the highest area, around 6538.32 km2 (45.26%). At the same time, N2 class takes 1693.16 km2 (11.72%). Both N1 and N2 have an area of 8,231 km2 (56.98%) of the total area while S1, S2, and S3, which takes only 6,216 km2 (43.02%).In this study we found the possibility of using GIS and AHP in order to find the land suitability assessment.
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References
- Aburas, M., Ho, Y., Ramli, M., & Ashaari, Z. (2017). Land suitability analysis of urban growth in seremban malaysia, using gis based analytical hierarchy process. Procedia Engineering, 198, 1128-1136. https://doi.org/10.1016/j.proeng.2017.07.155
- Akıncı, H., Özalp, A. Y., & Turgut, B. (2013). Agricultural land use suitability analysis using GIS and AHP technique. Computers and electronics in agriculture, 97, 71-82. https://doi.org/10.1016/j.compag.2013.07.006
- Al-Quraishi, A. M. F., Sadiq, H. A., & Messina, J. P. (2019). Characterization and modeling surface soil physicochemical properties using Landsat images: a case study in the Iraqi Kurdistan region. International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, XLII-2/W16, 21-28. https://doi.org/10.5194/isprs-archives-XLII-2-W16-21-2019
- Baja, S., Nurmiaty, U., & Arif, S. (2014). GIS-based soil erosion modeling for assessing land suitability in the urban watershed of tallo river, South Sulawesi, Indonesia. Modern Applied Science, 8, 50. https://doi.org/10.5539/MAS.V8N4P50
- Bandyopadhyay, S., Jaiswal, R., Hegde, V. & Jayaraman, V. (2009). Assessment of land suitability potentials for agriculture using a remote sensing and GIS based approach. International Journal of Remote Sensing, 30, 879-895. https://doi.org/10.1080/01431160802395235
- Bozdağ, A., Yavuz, F., & Günay, A. S. (2016). AHP and GIS based land suitability analysis for Cihanbeyli (Turkey) County. Environmental Earth Sciences, 75, 813. https://doi.org/10.1007/s12665-016-5558-9
- Burrough, P., MacMillan, R., & Van Deursen, W. (1992). Fuzzy classification methods for determining land suitability from soil profile observations and topography. Journal of Soil Science, 43, 193-210. https://doi.org/10.1111/j.1365-2389.1992.tb00129.x
- Cengiz, T., & Akbulak, C. (2009). Application of analytical hierarchy process and geographic information systems in land-use suitability evaluation: a case study of Dümrek village (Çanakkale, Turkey). International Journal of Sustainable Development & World Ecology, 16, 286-294. https://doi.org/10.1080/13504500903106634
- Chandio, I. A., Matori, A.-N., Lawal, D. U., & Sabri, S. (2011). GIS-based land suitability analysis using AHP for public parks planning in Larkana City. Modern Applied Science, 5, 177. https://doi.org/10.5539/MAS.V5N4P177
- Dedeoğlu, M., & Dengiz, O. (2019). Generating of land suitability index for wheat with hybrid system aproach using AHP and GIS. Computers and Electronics in Agriculture, 167, 105062. https://doi.org/10.1016/j.compag.2019.105062
- Demir, M., Yildiz, N. D., Bulut, Y., Yilmaz, S., & Serkan, Ö. (2011). Determining the criteria of potential agricultural areas in land use planning with the Geographical Information Systems (GIS) method (Ispir Example). Journal of the Institute of Science and Technology, 1, 77-86. https://dergipark.org.tr/en/pub/jist/issue/7926/104247
- Effat, H. A., & Hassan, O. A. (2013). Designing and evaluation of three alternatives highway routes using the Analytical Hierarchy Process and the least-cost path analysis, application in Sinai Peninsula, Egypt. The Egyptian Journal of Remote Sensing and Space Science, 16, 141-151. https://doi.org/10.1016/j.ejrs.2013.08.001
- FAO, (1976). A framework for land evaluation. Rome: Food and agriculture organization of the United Nations. http://www.fao.org/3/x5310e/x5310e00.htm
- Klute, A. (1986). Methods of Soil Analysis: Part 1 Physical and Mineralogical Methods, 5.1, Second Edition: 383-411 in Gee, G., & Bauder, J. Particle-size analysis. SSSA Book Series. 1188pp. https://doi.org/10.2136/sssabookser5.1.2ed.c15
- Issam, I. B. & Antoine, H. S. (2007). Food and Agriculture Organization of the United Nations, Rome.
- Lang, C. Y. (2009). Kriging Interpolation. Deptartment. of Computer Science, Cornell University, access on January 2021. Available on https://people.ece.cornell.edu/land/OldStudentProjects/cs490-94to95/clang/kriging.html
- Malczewski, J. (1999). GIS and multicriteria decision analysis. John Wiley & Sons. 408pp. .https://www.wiley.com/en-us/GIS+and+Multicriteria+Decision+Analysis-p-9780471329442
- Malczewski, J. (2006). GIS‐based multicriteria decision analysis: a survey of the literature. International Journal of Geographical Information Science, 20, 703-726. https://doi.org/10.1080/13658810600661508
- Mazahreh, S., Bsoul, M., & Hamoor, D. A. (2019). GIS approach for assessment of land suitability for different land use alternatives in semi arid environment in Jordan: Case study (Al Gadeer Alabyad-Mafraq). Information Processing in Agriculture, 6, 91-108. https://doi.org/10.1016/j.inpa.2018.08.004
- Mendas, A., & Delali, A. (2012). Integration of multicriteria decision analysis in GIS to develop land suitability for agriculture: Application to durum wheat cultivation in the region of Mleta in Algeria. Computers and Electronics in Agriculture, 83, 117-126. https://doi.org/10.1016/j.compag.2012.02.003
- Mu, E., & Pereyra-Rojas, M. (2017). Practical decision making using super decisions. Vol. 3: An introduction to the analytic hierarchy process. Springer. https://link.springer.com/book/10.1007/978-3-319-68369-0
- Muhaimeed, A. S., Saloom, A., Saliem, K., Alani, K., & Muklef, W. (2014). Classification and distribution of Iraqi soils. International Journal of Agriculture Innovations and Research, 997-1002.
- Overmars, K. P., & Verburg, P. H. (2007). Comparison of a deductive and an inductive approach to specify land suitability in a spatially explicit land use model. Land Use Policy, 24, 584-599. https://doi.org/10.1016/j.landusepol.2005.09.008
- Park, S., Jeon, S., Kim, S., & Choi, C. (2011). Prediction and comparison of urban growth by land suitability index mapping using GIS and RS in South Korea. Landscape and Urban Planning, 99, 104-114. https://doi.org/10.1016/j.landurbplan.2010.09.001
- Perveen, F., Nagasawa, R., Uddin, M. I., & Delowar, H. K. (2007). Crop-land suitability analysis using a multicriteria evaluation & GIS approach. 5th International Symposium on Digital Earth (ISDE5), June. California, USA.
- Pramanik, M. K. (2016). Site suitability analysis for agricultural land use of Darjeeling district using AHP and GIS techniques. Modeling Earth Systems and Environment, 2, 56. https://doi.org/10.1007/s40808-016-0116-8
- Razvanchy, H. A. S. (2014). Modelling Some of the Soil Properties in the Iraqi Kurdistan Region using Landsat Datasets and Spectroradiometer. M. Sc. Thesis, Salahaddin University-Erbil, 145pp.
- Roy, J., & Saha, S. (2018). Assessment of land suitability for the paddy cultivation using analytical hierarchical process (AHP): a study on Hinglo river basin, Eastern India. Modeling Earth Systems and Environment, 4, 601-618. https://doi.org/10.1007/s40808-018-0467-4
- Saaty, T. L. (2004). Decision making for leaders: the analytic hierarchy process for decisions in a complex world. RWS publications. https://www.goodreads.com/en/book/show/271440.Decision_Making_for_Leaders
- Sys, C., Van Ranst, E., & Debaveye, J. (1991). Land Evaluation: Principles in Land Evaluation and Crop Production Calculations. General Administration for Development Cooperation Brussels.
- Tashayo, B., Honarbakhsh, A., Akbari, M., & Eftekhari, M. (2020). Land suitability assessment for maize farming using a GIS-AHP method for a semi- arid region, Iran. Journal of the Saudi Society of Agricultural Sciences, 19, 332-338. https://doi.org/10.1016/j.jssas.2020.03.003
- Ullah, K. M. & Mansourian, A. (2016). Evaluation of land suitability for urban land‐use planning: case study D haka City. Transactions in GIS, 20, 20-37. https://doi.org/10.1111/tgis.12137
- Vasu, D., Srivastava, R., Patil, N. G., Tiwary, P., Chandran, P., & Singh, S. K. (2018). A comparative assessment of land suitability evaluation methods for agricultural land use planning at village level. Land Use Policy, 79, 146-163. https://doi.org/10.1016/j.landusepol.2018.08.007
- Wischmeier, W. H., & Smith, D. D. (1965). Predicting rainfall-erosion losses from cropland east of the Rocky Mountains: Guide for selection of practices for soil and water conservation. Agricultural Research Service, US Department of Agriculture. https://naldc.nal.usda.gov/catalog/CAT87208342
- Yalew, S. G., Van Griensven, A., Mul, M. L., & van der Zaag, P. (2016). Land suitability analysis for agriculture in the Abbay basin using remote sensing, GIS and AHP techniques. Modeling Earth Systems and Environment, 2, 1-14. https://doi.org/10.1007/s40808-016-0167-x
- Zhang, J., Su, Y., Wu, J., & Liang, H. (2015). GIS based land suitability assessment for tobacco production using AHP and fuzzy set in Shandong province of China. Computers and Electronics in Agriculture, 114, 202-211. https://doi.org/10.1016/j.compag.2015.04.004
- Zolekar, R. B., & Bhagat, V. S. (2015). Multi-criteria land suitability analysis for agriculture in hilly zone: Remote sensing and GIS approach. Computers and Electronics in Agriculture, 118, 300-321. https://doi.org/10.1016/j.compag.2015.09.016
References
Aburas, M., Ho, Y., Ramli, M., & Ashaari, Z. (2017). Land suitability analysis of urban growth in seremban malaysia, using gis based analytical hierarchy process. Procedia Engineering, 198, 1128-1136. https://doi.org/10.1016/j.proeng.2017.07.155
Akıncı, H., Özalp, A. Y., & Turgut, B. (2013). Agricultural land use suitability analysis using GIS and AHP technique. Computers and electronics in agriculture, 97, 71-82. https://doi.org/10.1016/j.compag.2013.07.006
Al-Quraishi, A. M. F., Sadiq, H. A., & Messina, J. P. (2019). Characterization and modeling surface soil physicochemical properties using Landsat images: a case study in the Iraqi Kurdistan region. International Archives of the Photogrammetry, Remote Sensing & Spatial Information Sciences, XLII-2/W16, 21-28. https://doi.org/10.5194/isprs-archives-XLII-2-W16-21-2019
Baja, S., Nurmiaty, U., & Arif, S. (2014). GIS-based soil erosion modeling for assessing land suitability in the urban watershed of tallo river, South Sulawesi, Indonesia. Modern Applied Science, 8, 50. https://doi.org/10.5539/MAS.V8N4P50
Bandyopadhyay, S., Jaiswal, R., Hegde, V. & Jayaraman, V. (2009). Assessment of land suitability potentials for agriculture using a remote sensing and GIS based approach. International Journal of Remote Sensing, 30, 879-895. https://doi.org/10.1080/01431160802395235
Bozdağ, A., Yavuz, F., & Günay, A. S. (2016). AHP and GIS based land suitability analysis for Cihanbeyli (Turkey) County. Environmental Earth Sciences, 75, 813. https://doi.org/10.1007/s12665-016-5558-9
Burrough, P., MacMillan, R., & Van Deursen, W. (1992). Fuzzy classification methods for determining land suitability from soil profile observations and topography. Journal of Soil Science, 43, 193-210. https://doi.org/10.1111/j.1365-2389.1992.tb00129.x
Cengiz, T., & Akbulak, C. (2009). Application of analytical hierarchy process and geographic information systems in land-use suitability evaluation: a case study of Dümrek village (Çanakkale, Turkey). International Journal of Sustainable Development & World Ecology, 16, 286-294. https://doi.org/10.1080/13504500903106634
Chandio, I. A., Matori, A.-N., Lawal, D. U., & Sabri, S. (2011). GIS-based land suitability analysis using AHP for public parks planning in Larkana City. Modern Applied Science, 5, 177. https://doi.org/10.5539/MAS.V5N4P177
Dedeoğlu, M., & Dengiz, O. (2019). Generating of land suitability index for wheat with hybrid system aproach using AHP and GIS. Computers and Electronics in Agriculture, 167, 105062. https://doi.org/10.1016/j.compag.2019.105062
Demir, M., Yildiz, N. D., Bulut, Y., Yilmaz, S., & Serkan, Ö. (2011). Determining the criteria of potential agricultural areas in land use planning with the Geographical Information Systems (GIS) method (Ispir Example). Journal of the Institute of Science and Technology, 1, 77-86. https://dergipark.org.tr/en/pub/jist/issue/7926/104247
Effat, H. A., & Hassan, O. A. (2013). Designing and evaluation of three alternatives highway routes using the Analytical Hierarchy Process and the least-cost path analysis, application in Sinai Peninsula, Egypt. The Egyptian Journal of Remote Sensing and Space Science, 16, 141-151. https://doi.org/10.1016/j.ejrs.2013.08.001
FAO, (1976). A framework for land evaluation. Rome: Food and agriculture organization of the United Nations. http://www.fao.org/3/x5310e/x5310e00.htm
Klute, A. (1986). Methods of Soil Analysis: Part 1 Physical and Mineralogical Methods, 5.1, Second Edition: 383-411 in Gee, G., & Bauder, J. Particle-size analysis. SSSA Book Series. 1188pp. https://doi.org/10.2136/sssabookser5.1.2ed.c15
Issam, I. B. & Antoine, H. S. (2007). Food and Agriculture Organization of the United Nations, Rome.
Lang, C. Y. (2009). Kriging Interpolation. Deptartment. of Computer Science, Cornell University, access on January 2021. Available on https://people.ece.cornell.edu/land/OldStudentProjects/cs490-94to95/clang/kriging.html
Malczewski, J. (1999). GIS and multicriteria decision analysis. John Wiley & Sons. 408pp. .https://www.wiley.com/en-us/GIS+and+Multicriteria+Decision+Analysis-p-9780471329442
Malczewski, J. (2006). GIS‐based multicriteria decision analysis: a survey of the literature. International Journal of Geographical Information Science, 20, 703-726. https://doi.org/10.1080/13658810600661508
Mazahreh, S., Bsoul, M., & Hamoor, D. A. (2019). GIS approach for assessment of land suitability for different land use alternatives in semi arid environment in Jordan: Case study (Al Gadeer Alabyad-Mafraq). Information Processing in Agriculture, 6, 91-108. https://doi.org/10.1016/j.inpa.2018.08.004
Mendas, A., & Delali, A. (2012). Integration of multicriteria decision analysis in GIS to develop land suitability for agriculture: Application to durum wheat cultivation in the region of Mleta in Algeria. Computers and Electronics in Agriculture, 83, 117-126. https://doi.org/10.1016/j.compag.2012.02.003
Mu, E., & Pereyra-Rojas, M. (2017). Practical decision making using super decisions. Vol. 3: An introduction to the analytic hierarchy process. Springer. https://link.springer.com/book/10.1007/978-3-319-68369-0
Muhaimeed, A. S., Saloom, A., Saliem, K., Alani, K., & Muklef, W. (2014). Classification and distribution of Iraqi soils. International Journal of Agriculture Innovations and Research, 997-1002.
Overmars, K. P., & Verburg, P. H. (2007). Comparison of a deductive and an inductive approach to specify land suitability in a spatially explicit land use model. Land Use Policy, 24, 584-599. https://doi.org/10.1016/j.landusepol.2005.09.008
Park, S., Jeon, S., Kim, S., & Choi, C. (2011). Prediction and comparison of urban growth by land suitability index mapping using GIS and RS in South Korea. Landscape and Urban Planning, 99, 104-114. https://doi.org/10.1016/j.landurbplan.2010.09.001
Perveen, F., Nagasawa, R., Uddin, M. I., & Delowar, H. K. (2007). Crop-land suitability analysis using a multicriteria evaluation & GIS approach. 5th International Symposium on Digital Earth (ISDE5), June. California, USA.
Pramanik, M. K. (2016). Site suitability analysis for agricultural land use of Darjeeling district using AHP and GIS techniques. Modeling Earth Systems and Environment, 2, 56. https://doi.org/10.1007/s40808-016-0116-8
Razvanchy, H. A. S. (2014). Modelling Some of the Soil Properties in the Iraqi Kurdistan Region using Landsat Datasets and Spectroradiometer. M. Sc. Thesis, Salahaddin University-Erbil, 145pp.
Roy, J., & Saha, S. (2018). Assessment of land suitability for the paddy cultivation using analytical hierarchical process (AHP): a study on Hinglo river basin, Eastern India. Modeling Earth Systems and Environment, 4, 601-618. https://doi.org/10.1007/s40808-018-0467-4
Saaty, T. L. (2004). Decision making for leaders: the analytic hierarchy process for decisions in a complex world. RWS publications. https://www.goodreads.com/en/book/show/271440.Decision_Making_for_Leaders
Sys, C., Van Ranst, E., & Debaveye, J. (1991). Land Evaluation: Principles in Land Evaluation and Crop Production Calculations. General Administration for Development Cooperation Brussels.
Tashayo, B., Honarbakhsh, A., Akbari, M., & Eftekhari, M. (2020). Land suitability assessment for maize farming using a GIS-AHP method for a semi- arid region, Iran. Journal of the Saudi Society of Agricultural Sciences, 19, 332-338. https://doi.org/10.1016/j.jssas.2020.03.003
Ullah, K. M. & Mansourian, A. (2016). Evaluation of land suitability for urban land‐use planning: case study D haka City. Transactions in GIS, 20, 20-37. https://doi.org/10.1111/tgis.12137
Vasu, D., Srivastava, R., Patil, N. G., Tiwary, P., Chandran, P., & Singh, S. K. (2018). A comparative assessment of land suitability evaluation methods for agricultural land use planning at village level. Land Use Policy, 79, 146-163. https://doi.org/10.1016/j.landusepol.2018.08.007
Wischmeier, W. H., & Smith, D. D. (1965). Predicting rainfall-erosion losses from cropland east of the Rocky Mountains: Guide for selection of practices for soil and water conservation. Agricultural Research Service, US Department of Agriculture. https://naldc.nal.usda.gov/catalog/CAT87208342
Yalew, S. G., Van Griensven, A., Mul, M. L., & van der Zaag, P. (2016). Land suitability analysis for agriculture in the Abbay basin using remote sensing, GIS and AHP techniques. Modeling Earth Systems and Environment, 2, 1-14. https://doi.org/10.1007/s40808-016-0167-x
Zhang, J., Su, Y., Wu, J., & Liang, H. (2015). GIS based land suitability assessment for tobacco production using AHP and fuzzy set in Shandong province of China. Computers and Electronics in Agriculture, 114, 202-211. https://doi.org/10.1016/j.compag.2015.04.004
Zolekar, R. B., & Bhagat, V. S. (2015). Multi-criteria land suitability analysis for agriculture in hilly zone: Remote sensing and GIS approach. Computers and Electronics in Agriculture, 118, 300-321. https://doi.org/10.1016/j.compag.2015.09.016