IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v11y2022i7p1027-d857260.html
   My bibliography  Save this article

Assessment of Soil Capability and Crop Suitability Using Integrated Multivariate and GIS Approaches toward Agricultural Sustainability

Author

Listed:
  • Radwa A. El Behairy

    (Soil and Water Department, Faculty of Agriculture, Tanta University, Tanta 31527, Egypt)

  • Ahmed A. El Baroudy

    (Soil and Water Department, Faculty of Agriculture, Tanta University, Tanta 31527, Egypt)

  • Mahmoud M. Ibrahim

    (Soil and Water Department, Faculty of Agriculture, Tanta University, Tanta 31527, Egypt)

  • Elsayed Said Mohamed

    (National Authority for Remote Sensing and Space Sciences, Cairo 1564, Egypt
    Department of Environmental Management, Institute of Environmental Engineering, People’s Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Street, 117198 Moscow, Russia)

  • Dmitry E. Kucher

    (Department of Environmental Management, Institute of Environmental Engineering, People’s Friendship University of Russia (RUDN University), 6 Miklukho-Maklaya Street, 117198 Moscow, Russia)

  • Mohamed S. Shokr

    (Soil and Water Department, Faculty of Agriculture, Tanta University, Tanta 31527, Egypt)

Abstract

Land evaluation has an important role in agriculture. Developing countries such as Egypt face many challenges as far as food security is concerned due to the increasing rates of population growth and the limited agriculture resources. The present study used multivariate analysis (PCA and cluster analysis) to assess soil capability in drylands, Meanwhile the Almagra model of Micro LEIS was used to evaluate land suitability for cultivated crops in the investigated area under the current (CS) and optimal scenario (OS) of soil management with the aim of determining the most appropriate land use based on physiographic units. A total of 15 soil profiles were selected to characterize the physiographic units of the investigated area. The results reveal that the high capability cluster (C1) occupied 31.83% of the total study area, while the moderately high capability (C2), moderate capability (C3), and low capability (C4) clusters accounted for 37.88%, 28.27%, and 2.02%, respectively. The limitation factors in the studied area were the high contents of CaCO 3 , the shallow soil depth, and the high salinity and high percentage of exchangeable sodium (% ESP) in certain areas. The application of OS enhanced the moderate suitability (S3) and unsuitable clusters (S5) to the suitable (S2) and marginally suitable (S4) categories, respectively, while the high suitability cluster (S1) had increased land area, which significantly affected the suitability of maize crop. The use of multivariate analysis for mapping and modeling soil suitability and capability can potentially help decision-makers to improve agricultural management practices and demonstrates the importance of appropriate management to achieving agricultural sustainability under intensive land use in drylands.

Suggested Citation

  • Radwa A. El Behairy & Ahmed A. El Baroudy & Mahmoud M. Ibrahim & Elsayed Said Mohamed & Dmitry E. Kucher & Mohamed S. Shokr, 2022. "Assessment of Soil Capability and Crop Suitability Using Integrated Multivariate and GIS Approaches toward Agricultural Sustainability," Land, MDPI, vol. 11(7), pages 1-18, July.
    • Handle: RePEc:gam:jlands:v:11:y:2022:i:7:p:1027-:d:857260
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/11/7/1027/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2073-445X/11/7/1027/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Lenz-Wiedemann, V.I.S. & Klar, C.W. & Schneider, K., 2010. "Development and test of a crop growth model for application within a Global Change decision support system," Ecological Modelling, Elsevier, vol. 221(2), pages 314-329.
    2. Xiang, Tao & Malik, Tariq H. & Nielsen, Klaus, 2020. "The impact of population pressure on global fertiliser use intensity, 1970–2011: An analysis of policy-induced mediation," Technological Forecasting and Social Change, Elsevier, vol. 152(C).
    3. Ahmed S. Abuzaid & Hossam S. Jahin & Amany A. Asaad & Mohamed E. Fadl & Mohamed A. E. AbdelRahman & Antonio Scopa, 2021. "Accumulation of Potentially Toxic Metals in Egyptian Alluvial Soils, Berseem Clover ( Trifolium alexandrinum L.), and Groundwater after Long-Term Wastewater Irrigation," Agriculture, MDPI, vol. 11(8), pages 1-19, July.
    4. Ahmed A. El Baroudy & Abdelraouf. M. Ali & Elsayed Said Mohamed & Farahat S. Moghanm & Mohamed S. Shokr & Igor Savin & Anton Poddubsky & Zheli Ding & Ahmed M.S. Kheir & Ali A. Aldosari & Abdelaziz Elf, 2020. "Modeling Land Suitability for Rice Crop Using Remote Sensing and Soil Quality Indicators: The Case Study of the Nile Delta," Sustainability, MDPI, vol. 12(22), pages 1-25, November.
    5. Zalacáin, David & Martínez-Pérez, Silvia & Bienes, Ramón & García-Díaz, Andrés & Sastre-Merlín, Antonio, 2019. "Salt accumulation in soils and plants under reclaimed water irrigation in urban parks of Madrid (Spain)," Agricultural Water Management, Elsevier, vol. 213(C), pages 468-476.
    6. Mohamed S. Shokr & Mostafa. A. Abdellatif & Ahmed A. El Baroudy & Abdelrazek Elnashar & Esmat F. Ali & Abdelaziz A. Belal & Wael. Attia & Mukhtar Ahmed & Ali A. Aldosari & Zoltan Szantoi & Mohamed E. , 2021. "Development of a Spatial Model for Soil Quality Assessment under Arid and Semi-Arid Conditions," Sustainability, MDPI, vol. 13(5), pages 1-15, March.
    7. Mohamed Dawoud & Madiha Darwish & Mona El-Kady, 2005. "GIS-Based Groundwater Management Model for Western Nile Delta," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 19(5), pages 585-604, October.
    8. Sameh Kotb Abd-Elmabod & Noura Bakr & Miriam Muñoz-Rojas & Paulo Pereira & Zhenhua Zhang & Artemi Cerdà & Antonio Jordán & Hani Mansour & Diego De la Rosa & Laurence Jones, 2019. "Assessment of Soil Suitability for Improvement of Soil Factors and Agricultural Management," Sustainability, MDPI, vol. 11(6), pages 1-21, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mohamed Abu-hashim & Holger Lilienthal & Ewald Schnug & Rosa Lasaponara & Elsayed Said Mohamed, 2023. "Can a Change in Agriculture Management Practice Improve Soil Physical Properties," Sustainability, MDPI, vol. 15(4), pages 1-12, February.
    2. Anuj Saraswat & Shri Ram & Mohamed A. E. AbdelRahman & Md Basit Raza & Debasis Golui & Hombegowda HC & Pramod Lawate & Sonal Sharma & Amit Kumar Dash & Antonio Scopa & Mohammad Mahmudur Rahman, 2023. "Combining Fuzzy, Multicriteria and Mapping Techniques to Assess Soil Fertility for Agricultural Development: A Case Study of Firozabad District, Uttar Pradesh, India," Land, MDPI, vol. 12(4), pages 1-18, April.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Radwa A. El Behairy & Hasnaa M. El Arwash & Ahmed A. El Baroudy & Mahmoud M. Ibrahim & Elsayed Said Mohamed & Nazih Y. Rebouh & Mohamed S. Shokr, 2024. "An Accurate Approach for Predicting Soil Quality Based on Machine Learning in Drylands," Agriculture, MDPI, vol. 14(4), pages 1-24, April.
    2. Yasser M. Zakarya & Mohamed M. Metwaly & Mohamed A. E. AbdelRahman & Mohamed R. Metwalli & Georgios Koubouris, 2021. "Optimized Land Use through Integrated Land Suitability and GIS Approach in West El-Minia Governorate, Upper Egypt," Sustainability, MDPI, vol. 13(21), pages 1-21, November.
    3. Mostafa A. Abdellatif & Farag O. Hassan & Heba S. A. Rashed & Ahmed A. El Baroudy & Elsayed Said Mohamed & Dmitry E. Kucher & Sameh Kotb Abd-Elmabod & Mohamed S. Shokr & Ahmed S. Abuzaid, 2023. "Assessing Soil Organic Carbon Pool for Potential Climate-Change Mitigation in Agricultural Soils—A Case Study Fayoum Depression, Egypt," Land, MDPI, vol. 12(9), pages 1-19, September.
    4. Mostafa A. Abdellatif & Ahmed A. El Baroudy & Muhammad Arshad & Esawy K. Mahmoud & Ahmed M. Saleh & Farahat S. Moghanm & Kamal H. Shaltout & Ebrahem M. Eid & Mohamed S. Shokr, 2021. "A GIS-Based Approach for the Quantitative Assessment of Soil Quality and Sustainable Agriculture," Sustainability, MDPI, vol. 13(23), pages 1-24, December.
    5. Wael Mostafa & Zenhom Magd & Saif M. Abo Khashaba & Belal Abdelaziz & Ehab Hendawy & Abdelaziz Elfadaly & Mohsen Nabil & Dmitry E. Kucher & Shuisen Chen & Elsayed Said Mohamed, 2023. "Impacts of Human Activities on Urban Sprawl and Land Surface Temperature in Rural Areas, a Case Study of El-Reyad District, Kafrelsheikh Governorate, Egypt," Sustainability, MDPI, vol. 15(18), pages 1-19, September.
    6. Jeßberger Christoph & Sindram Maximilian & Zimmer Markus, 2011. "Global Warming Induced Water-Cycle Changes and Industrial Production – A Scenario Analysis for the Upper Danube River Basin," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 231(3), pages 415-439, June.
    7. Amaducci, Stefano & Yin, Xinyou & Colauzzi, Michele, 2018. "Agrivoltaic systems to optimise land use for electric energy production," Applied Energy, Elsevier, vol. 220(C), pages 545-561.
    8. Elsayed A. Abdelsamie & Mostafa A. Abdellatif & Farag O. Hassan & Ahmed A. El Baroudy & Elsayed Said Mohamed & Dmitry E. Kucher & Mohamed S. Shokr, 2022. "Integration of RUSLE Model, Remote Sensing and GIS Techniques for Assessing Soil Erosion Hazards in Arid Zones," Agriculture, MDPI, vol. 13(1), pages 1-19, December.
    9. I. Tsanis & M. Apostolaki, 2009. "Estimating Groundwater Withdrawal in Poorly Gauged Agricultural Basins," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 23(6), pages 1097-1123, April.
    10. Sameh Kotb Abd-Elmabod & Noura Bakr & Miriam Muñoz-Rojas & Paulo Pereira & Zhenhua Zhang & Artemi Cerdà & Antonio Jordán & Hani Mansour & Diego De la Rosa & Laurence Jones, 2019. "Assessment of Soil Suitability for Improvement of Soil Factors and Agricultural Management," Sustainability, MDPI, vol. 11(6), pages 1-21, March.
    11. B. Yan & X. Su & Y. Chen, 2009. "Functional Structure and Data Management of Urban Water Supply Network Based on GIS," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 23(13), pages 2633-2653, October.
    12. Aditi Sengupta & Priyanka Kushwaha & Antonia Jim & Peter A. Troch & Raina Maier, 2020. "New Soil, Old Plants, and Ubiquitous Microbes: Evaluating the Potential of Incipient Basaltic Soil to Support Native Plant Growth and Influence Belowground Soil Microbial Community Composition," Sustainability, MDPI, vol. 12(10), pages 1-18, May.
    13. Mohamed K. Abdel-Fattah & Elsayed Said Mohamed & Enas M. Wagdi & Sahar A. Shahin & Ali A. Aldosari & Rosa Lasaponara & Manal A. Alnaimy, 2021. "Quantitative Evaluation of Soil Quality Using Principal Component Analysis: The Case Study of El-Fayoum Depression Egypt," Sustainability, MDPI, vol. 13(4), pages 1-19, February.
    14. Haobin Meng & Jing Zhang & Zhen Zheng, 2022. "Retrieving Inland Reservoir Water Quality Parameters Using Landsat 8-9 OLI and Sentinel-2 MSI Sensors with Empirical Multivariate Regression," IJERPH, MDPI, vol. 19(13), pages 1-26, June.
    15. Helen Onyeaka & Phemelo Tamasiga & Uju Mary Nwauzoma & Taghi Miri & Uche Chioma Juliet & Ogueri Nwaiwu & Adenike A. Akinsemolu, 2023. "Using Artificial Intelligence to Tackle Food Waste and Enhance the Circular Economy: Maximising Resource Efficiency and Minimising Environmental Impact: A Review," Sustainability, MDPI, vol. 15(13), pages 1-20, July.
    16. Songze Wu & Dongyan Wang, 2023. "Storing Grain in the Land: The Gestation, Delineation Framework, and Case of the Two Zones Policy in China," Land, MDPI, vol. 12(4), pages 1-25, April.
    17. Minmin Huang & Yanhu Bai, 2024. "Does digital village construction contribute to improving food security?," Review of Economic Assessment, Anser Press, vol. 3(1), pages 67-85, March.
    18. Sydney Gourlay & Talip Kilic, 2023. "Is dirt cheap? The economic costs of failing to meet soil health requirements on smallholder farms," Agricultural Economics, International Association of Agricultural Economists, vol. 54(6), pages 793-818, November.
    19. Sayed Fakhreddin Afzali & Ali Khanamani & Ehsan Kamali Maskooni & Ronny Berndtsson, 2021. "Quantitative Assessment of Environmental Sensitivity to Desertification Using the Modified MEDALUS Model in a Semiarid Area," Sustainability, MDPI, vol. 13(14), pages 1-19, July.
    20. Elzaki, Raga M., 2023. "Challenges of food security in the Gulf Cooperation Council countries: an empirical analysis of fixed and random effects," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 9(1), March.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jlands:v:11:y:2022:i:7:p:1027-:d:857260. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.