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GIS-based multi-criteria land suitability analysis for sustainable agriculture in the northeast area of Tadla plain (Morocco)

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Abstract

Assessment of soil suitability for sustainable intensive agriculture is an appropriate tool to select the land suitable for agricultural production with the least economic and environmental costs. This study was conducted to evaluate the agricultural soil quality in the northeast area of Tadla plain (Morocco) using geographic information system (GIS) and analytical hierarchy process (AHP). Six soil quality indicators, i.e., pH, organic carbon, cation exchange capacity, texture, salinity and slope were considered and performed in 60 subsurface soil samples. AHP method was utilized to identify the weight of each indicator from the pairwise comparison matrix. The weighted sum overlay analysis was then used to generate the soil quality map in a GIS environment, by overlaying both indicator weights and sub-indicator weights. The studied area was classified into four soil quality categories, i.e., poor, medium, good, and excellent, the percentage of each category is 1.12, 20.98, 61.07 and 16.83%, respectively. The results indicated that 1.12% of the study area has poor suitability for sustainable intensive agriculture due to their unsuitable texture and low salinity, while about 77% of cultivated soils are adapted to agricultural production. The above results could be useful for the management of agricultural activity.

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References

  • ABHOER (Agence du Bassin Hydraulique de l’Oum Er Rbia) 2017 Etat de la qualité des ressources en eau; http://www.abhoer.ma/index.cfm?gen=true&id=28&ID_PAGE=109.

  • Aderonke D O and Gbadegesin G A 2013 Spatial variability in soil properties of a continuously cultivated land; Afr. J. Agric. Res.  8 475–483.

    Google Scholar 

  • Akıncı H, Özalp A Y and Turgut B 2013 Agricultural land use suitability analysis using GIS and AHP technique; Comput. Electron. Agric.  97 71–82.

    Article  Google Scholar 

  • Aparicio V and Costa J L 2007 Soil quality indicators under continuous cropping systems in the Argentinean Pampas; Soil Tillage Res.  96 155–165.

    Article  Google Scholar 

  • Atalay I 2006 The effects of mountainous areas on biodiversity: A case study from the northern Anatolian Mountains and the Taurus Mountains; Grazer. Schr. Geogr. Raum. 41 17–26.

    Google Scholar 

  • Barakat A, Ouargaf Z and Touhami F 2016a Identification of potential areas hosting aggregate resources using GIS method: A case study of Tadla-Azilal Region, Morocco; Environ. Earth Sci. 75 774, https://doi.org/10.1007/s12665-016-5613-6.

    Article  Google Scholar 

  • Barakat A, El Baghdadi M, Rais J, Aghezzaf B and Slassi M 2016b Assessment of spatial and seasonal water quality variation of Oum Er Rbia River (Morocco) using multivariate statistical techniques; Intern. Soil Water Conserv. Res. 4 284–292.

    Article  Google Scholar 

  • Barakat A, Ennaji W, El Jazouli A, Amediaz R and Touhami F 2017a Multivariate analysis and GIS-based soil suitability diagnosis for sustainable intensive agriculture in Beni-Moussa irrigated subperimeter (Tadla plain, Morocco); Model. Earth Syst. Environ. 3(1) 1–8.

    Article  Google Scholar 

  • Barakat A, Hilali A, El Baghdadi M and Touhami F 2017b Landfill site selection with GIS-based multi-criteria evaluation technique. A case study in Béni Mellal-Khouribga Region, Morocco; Environ. Earth Sci. 76 413, https://doi.org/10.1007/s12665-017-6757-8.

    Article  Google Scholar 

  • Bastida F, Zsolnay A, Hernández T and García C 2008 Past, present and future of soil quality indices: A biological perspective; Geoderma  147 159–171.

    Article  Google Scholar 

  • Benkaddour R et al. 2011 Salinité et pollution par les nitrates des eaux souterraines de la plaine des Triffa; Rev. Marocaine Sci. – Agronom. Vétérin.  24 147–158.

    Google Scholar 

  • Bouchaou L et al. 2009 Origin and residence time of groundwater in the Tadla basin (Morocco) using multiple isotopic and geochemical tools; J. Hydrol.  379(3) 323–338.

    Article  Google Scholar 

  • Bremer E and Ellert K 2004 Soil quality indicators: A review with implications for agricultural ecosystems in Alberta; AESA.

  • Cay T and Uyan M 2013 Evaluation of reallocation criteria in land consolidation studies using the analytic hierarchy process (AHP); Land Use Policy 30 541–548.

    Article  Google Scholar 

  • Cengiz T and 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); Int. J. Sust. Dev. World  16 286–294.

    Article  Google Scholar 

  • Dadhich G, Patel P R and Kalubarme M H 2017 Agriculture land suitability evaluation for wheat cultivation using geomatics for Patan District, India; IJARGE  13 91–108.

    Article  Google Scholar 

  • Debbarh A and Badraoui M 2001 Irrigation et environnement au Maroc: situation actuelle et perspectives; Atelier du PCSI (Programme Commun Systèmes Irrigués) sur une Maîtrise des Impacts Environnementaux de l’Irrigation; Cirad-IRD-Cemagref.

  • El Harti A et al. 2016 Spatiotemporal monitoring of soil salinization in irrigated Tadla plain (Morocco) using satellite spectral indices; IJAEO  50 64–73.

    Google Scholar 

  • Feizizadeh B and Blaschke T 2013 Land suitability analysis for Tabriz County, Iran: A multi-criteria evaluation approach using GIS; J. Environ. Plan. Manag.  56 1–23.

    Article  Google Scholar 

  • Filep T, Zacháry D and Balog K 2016 Assessment of soil quality of arable soils in Hungary using DRIFT spectroscopy and chemometrics; Vibrat. Spec.  84 16–23.

    Article  Google Scholar 

  • Herrick J E, Brown J R, Tugel A J, Shaver P L and Havstad K M 2002 Application of soil quality to monitoring and management; Agron. J. 94(1) 3–11.

    Article  Google Scholar 

  • Kazemi H, Sadeghi S and Akinci H 2016 Developing a land evaluation model for faba bean cultivation using geographic information system and multi-criteria analysis (A case study: Gonbad-Kavous region, Iran); Ecol. Indic.  63 37–47.

    Article  Google Scholar 

  • Khormi H M and Kumar L 2013 Using geographic information system and remote sensing to study common mosquito-borne diseases in Saudi Arabia: A review; J. Food Agric. Environ. 11(2) 14–17.

    Google Scholar 

  • Knouz N, Boudhar A, Bachaoui E M and Aghzaf B 2016 Étude de la vulnérabilité des nappes à la pollution en zones semi-arides: cas de la nappe phréatique des Béni Amir au Maroc. Méditerranée; http://mediterranee.revues.org/7853.

  • Kucharik C J, Brye K R, Norman J M, Foley J A, Gower S T and Bundy L G 2001 Measurements and modeling of carbon and nitrogen cycling in agro ecosystems of southern Wisconsin: Potential for SOC sequestration during the next 50 years; Ecosystems 4 237–258.

    Article  Google Scholar 

  • Laskar A 2003 Integrating GIS and multicriteria decision making techniques for land resource planning; ITC Netherlands.

  • Metson A J 1956 Methods of chemical analysis for soil survey samples; Bull. NZ Dept. Scient. Md Res. Soil Bur. 12.

  • McLean E O 1982 Soil pH and lime requirement. Methods of soil analysis. Part 2; Chemical and Microbiological Properties, pp. 199–224.

  • Mokarram M and Hojati M 2017 Using ordered weight averaging (OWA) aggregation for multi-criteria soil fertility evaluation by GIS (Case study: southeast Iran); Comput. Electron. Agric. 132 1–13.

    Article  Google Scholar 

  • Nasrollahi N, Kazemi H and Kamkar B 2017 Feasibility of ley-farming system performance in a semi-arid region using spatial analysis; Ecol. Indic. 72 239–248.

    Article  Google Scholar 

  • Nie Y, Yu J, Peng Y, Wu Y, Yu L, Jiang Y and Zhou Y 2016 A comprehensive evaluation of soil fertility of cultivated land: A GIS-based soil basic niche-fitness model; Commun. Soil Sci. Plant Anal.  47 670–678.

    Article  Google Scholar 

  • Nguyen T T, Verdoodt A, Van Y T, Delbecque N, Tran T C and Van Ranst E 2015 Design of a GIS and multi-criteria based land evaluation procedure for sustainable land-use planning at the regional level; Agric. Ecosyst. Environ. 200 1–11.

    Article  Google Scholar 

  • Nyeko M 2012 GIS and multi-criteria decision analysis for land use resource planning; J. Geogr. Inf. Syst4 341–348.

    Google Scholar 

  • Richard L A 1954 Determination of the properties of saline and alkali soils; United States Department of Agriculture Handbook 60 7–53.

  • Saaty T L 1977 A scaling method for priorities in hierarchical structures; J. Math Psychol. 15(3) 234–281.

    Article  Google Scholar 

  • Saaty T L 1990 An exposition of the AHP in reply to the paper ‘Remarks on the analytic hierarchy process’; Manag. Sci.  36 259–268.

    Article  Google Scholar 

  • Saaty T L and Vargas L G 2001 The seven pillars of the analytic hierarchy process; Multiple Criteria Decision Making in the New Millennium, Heidelberg, Berlin, pp. 15–37.

  • Schiefer J, Lair G J and Blum W E 2015 Indicators for the definition of land quality as a basis for the sustainable intensification of agricultural production; Int. Soil Water Conserv. Res. 3 42–49.

    Article  Google Scholar 

  • Schwilch G et al. 2011 Experiences in monitoring and assessment of sustainable land management; Land Degrad. Dev. 22(2) 214–225.

    Article  Google Scholar 

  • Tanji K K 2002 Salinity in the soil environment; In: Salinity: Environment–plants–molecules, Springer, Netherlands, pp. 21–51.

  • Wali E, Datta A, Shrestha R P and Shrestha S 2016 Development of a land suitability model for saffron (Crocus sativus L.) cultivation in Khost Province of Afghanistan using GIS and AHP techniques; Arch. Agron. Soil Sci. 62 921–934.

    Article  Google Scholar 

  • Yalew S G, Griensven A, Mul M L and Zaag P 2016 Land suitability analysis for agriculture in the Abbay basin using remote sensing, GIS and AHP techniques; Model. Earth Syst. Environ2 1–14.

    Article  Google Scholar 

  • Zhang J, Su Y, Wu J and Liang H 2015 GIS based land suitability assessment for tobacco production using AHP and fuzzy set in Shandong province of China; Comput. Electron. Agric.  114 202–211.

    Article  Google Scholar 

  • Zolekar R B and Bhagat V S 2015 Multi-criteria land suitability analysis for agriculture in hilly zone: Remote sensing and GIS approach; Comput. Electron. Agric.  118 300–321.

    Article  Google Scholar 

Download references

Acknowledgements

We would like to express our thanks to our colleague from the University of South Dakota, Abdelali Barakat, for his editing the manuscript.

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Correspondence to Ahmed Barakat.

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Communicated by Navin Juyal.

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Ennaji, W., Barakat, A., El Baghdadi, M. et al. GIS-based multi-criteria land suitability analysis for sustainable agriculture in the northeast area of Tadla plain (Morocco). J Earth Syst Sci 127, 79 (2018). https://doi.org/10.1007/s12040-018-0980-x

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  • DOI: https://doi.org/10.1007/s12040-018-0980-x

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