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Soil & Crop Sciences

Multicriteria land suitability assessment for cassava and bean production using integration of GIS and AHP

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Article: 2333316 | Received 02 Feb 2024, Accepted 18 Mar 2024, Published online: 27 Mar 2024

References

  • Achoki, D. O., & Gichaba, C. M. (2015). Geographic information systems and remote sensing for food security in Kenya. Department of Geology; University of Nairobi.
  • Aden, M. (2023). Buffel (Cenchrus ciliaris) and Sudan (Sorghum sudanense) grasses’ growth, yield and quality responses to nitrogen application in Mandera County, Kenya [Master Thesis]. Kenyatta University.
  • Bremner, J. M. (1996). Nitrogen total. In D. L. Sparks, A. L. Page, P. A. Helmke, R. H. Loeppert, P. N. Soltanpour, M. A. Tabatabai, C. T. Johnston, & M. E. Sumner (Eds.), Methods of soil analysis, part 3: Chemical methods (pp. 1–18). Soil Science Society for America Journals, Inc.
  • Chappa, L. R. (2023). Soil chemical properties and sunflower (Helianthus annuus L) productivity responses to sunn Hemp intercropping and mineral fertilizer application in Dodoma, Tanzania [Master thesis]. Kenyatta University.
  • Cheptoek, R. P. (2022). Organic and inorganic soil amendments effects on maize performance, economic returns and phosphorus use efficiency in Kakamega County, Kenya [Master thesis]. Kenyatta University.
  • Chikuvire, T. J., Mpepereki, S., & Foti, R. (2007). Soil fertility variability in sandy soils and implications for nutrient management by smallholder farmers in Zimbabwe. Journal of Sustainable Agriculture 30(2): 69–87.
  • Doran, J. W., & Mielke, L. N. (1984). A rapid, low-cost method for determination of soil bulk density. Soil Science Society of America Journal, 48(4), 717–719. https://doi.org/10.2136/sssaj1984.03615995004800040004x
  • Elsheikh, R., Shariff, A. R. B. M., Amiri, F., Ahmad, N. B., Balasundram, S. K., & Soom, M. A. M. (2013). Agriculture Land Suitability Evaluator (ALSE): A decision and planning support tool for tropical and subtropical crops. Computers and electronics in agriculture, 93: 98–110.
  • Everest, T., & Gür, E. (2022). A GIS-based land evaluation model for peach cultivation by using AHP: A case study in NW Turkey. Environmental Monitoring and Assessment, 194(4), 241. https://doi.org/10.1007/s10661-022-09898-6
  • Food and Agriculture Organization. (1976). A framework for land evaluation: Soils Bulletin 32. Food and Agriculture Organization of the United Nations.
  • Gee, G. W., & Bauder, J. W. (1979). Particle size analysis by hydrometer: A simplified method for routine textural analysis and a sensitivity test of measured parameters. Soil Science Society of America Journal, 43(5), 1004–1007. https://doi.org/10.2136/sssaj1979.03615995004300050038x
  • Haile, M. A., Karanja, N. N., Nyawade, S. O., Gitari, H. I., Cheruto, G., Nyawira, L., Raza, M. A., & Kamau, S. (2023). Lupin and Lima beans diminish potatoes’ N and P uptake, uptake efficiency and use efficiency. Potato Research, 1–17. https://doi.org/10.1007/s11540-023-09625-9
  • Jackson, M. L. (1967). Soil chemical analysis. Prentice Hall of India Private Limited.
  • Jena, J., Maitra, S., Hossain, A., Pramanick, B., Ireri, G. H., Praharaj, S., Shankar, T., Palai, J. B., Rathore, A., Mandal, T. K., & Jatav, H. S. (2022). Role of legumes in cropping system for soil ecosystem improvement. In H. S. Jatav & V. D. Rajput (Eds.), Ecosystem services: Types, management and benefits. Nova Science Publishers, Inc. https://doi.org/10.52305/PFZA6988.
  • Kaaya, A. K., Msanya, B. M., & Mrema, J. P. (1994). Soils and land evaluation of part of the Sokoine University of Agriculture farm (Tanzania) for some crops under rainfed conditions. African Studies Monographs, 15, 97–117.
  • Kihoro, J., Bosco, N., & Murage, H. (2013). Suitability analysis for rice growing sites using a multi-criteria evaluation and GIS approach in great Mwea region, Kenya. SpringerPlus, 2, 12–20. https://doi.org/10.1186/2193-1801-2-265.
  • Kimaro, D., & Hieronimo, P. (2014). Land for agriculture in Tanzania: Challenges and opportunities. Journal of Land and Society, 1, 91–102.
  • Kimaro, D. N., Msanya, B. M., Mwango, S. B., Kimbi, G. G., & Kileo, E. P. (2001). Land suitability evaluation for the production of the major crops in the Southwestern part of the Uluguru Mountains, Morogoro Rural District, Tanzania. Soils and Land Resources of Morogoro Rural and Urban Districts, 2.
  • Kumar E. S., Mandal T. K., Mishra G. C., Barman S., Maitra S. (2019). Effect of intercropping summer sunflower (Helianthus annuus L.) with legumes on yield attributes and productivity of crops. Int J Agric Environ Biotechnol 12:281–285. https://doi.org/10.30954/0974-1712.08.2019.12.
  • Luan, C., Liu, R., & Peng, S. (2021). Land-use suitability assessment for urban development using a GIS-based soft computing approach: A case study of Ili Valley, China. Ecological Indicators, 123, 107333. https://doi.org/10.1016/j.ecolind.2020.107333
  • Maitra, S., Bhattacharya, U., Pramanick, B., Sagar, L., Gaikward, D. J., Pramanick, B., Sairam, M., Sahoo, U., Jatav, H. S., Gitari, H. I., Shankar, T., Kandileri, A. M., Rezaei-Chiyaneh, E., & Hossain, A. (2024). Agroforestry: A resource conserving technology for efficient utilization of agricultural inputs, leads to food and environmental security. In H. S. Jatav, V. D. Rajput, T. Minkina, E. D. Van Hullebusch, & A. Dutta (Eds.), Agroforestry to combat global challenges. Sustainable development and biodiversity (Vol. 36). Springer. https://doi.org/10.1007/978-981-99-7282-1_2
  • Maitra, S., Sahoo, U., Sairam, M., Gitari, H., Rezaei-Chiyaneh, E., Battaglia, L., & Hossain, A. (2023). Cultivating sustainability: A comprehensive review on intercropping in a changing climate. Research on Crops, 24(4), 702–715. https://doi.org/10.31830/2348-7542.2023.ROC-1020
  • Mathewos, M., Dananto, M., Erkossa, T., & Mulugeta, G. (2018). Parametric land suitability assessment for rainfed agriculture: The case of Bilate Alaba Sub-watershed, Southern Ethiopia. Agrotechnology, 07(02), 183. https://doi.org/10.4172/2168-9881.1000183
  • 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 (AlGadeer Alabyad-Mafraq). Information Processing in Agriculture, 6(1), 91–108. https://doi.org/10.1016/j.inpa.2018.08.004
  • Mirriam, A. (2023). Optimizing soybean yield, phosphorus use efficiency and economic returns using phosphatic fertilizer and inoculation with Bradyrhizobium japonicum in Lira City, Uganda [Master thesis]. Kenyatta University.
  • Msanya, B. M., Mwasyika, T. A., Amuri, N., Semu, E., & Mhoro, L. (2018). Pedological characterization of typical soils of Dodoma Capital City District, Tanzania: Soil morphology, physico-chemical properties, classification, and soil fertility trends. Annals of Advanced Agricultural Sciences, 2(4). https://doi.org/10.22606/as.2018.24002
  • Mugo, J. W., Kariuki, P. C., & Musembi, D. K. (2016). Identification of suitable land for green gram production using GIS-based analytical hierarchy process in Kitui County, Kenya. Journal of Remote Sensing & GIS, 5(3). https://doi.org/10.4172/2469-4134.1000170
  • Murphy, J., & Riley, J. P. (1962). A modified single solution method for the determination of phosphate in natural waters. Analytica Chimica Acta, 27, 31–36. https://doi.org/10.1016/S0003-2670(00)88444-5
  • Musakwa, W. (2018). Identifying land suitable for agricultural land reform using GIS-MCDA in South Africa. Environment, Development and Sustainability, 20(5), 2281–2299. https://doi.org/10.1007/s10668-017-9989-6
  • Mwakidoshi, E. R. (2023). Potato (Solanum tuberosum L.) growth and yield as influenced by bioslurry and inorganic fertilizer in Taita Taveta County, Kenya [Master thesis]. Kenyatta University.
  • Mwendwa, S. M., Mbuvi, J. P., & Kironchi, G. (2019). Land evaluation for crop production in Upper Kabete Campus field, University of Nairobi, Kenya. Chemical and Biological Technologies in Agriculture, 6(1), 1–10. https://doi.org/10.1186/s40538-019-0156-1
  • Navidi, M. N., Seyedmohammadi, J., & McDowell, R. W. (2022). A proposed new approach to identify limiting factors in assessing land suitability for sustainable land management. Communications in Soil Science and Plant Analysis, 53(19), 2558–2573. https://doi.org/10.1080/00103624.2022.2072511
  • Nungula, E. Z. (2024). Geographic Information System-based land evaluation and suitability assessment for sunflower (Helianthus annus) production in Morogoro District, Tanzania [MSc thesis]. Kenyatta University.
  • Nungula, E. Z., Mugwe, J., Massawe, B. H. J., & Gitari, H. (2024). Morphological, pedological and chemical characterization and classification of soils in Morogoro District, Tanzania. Agricultural Research, 1–11. https://doi.org/10.1007/s40003-023-00693-4
  • Nungula, E. Z., Mugwe, J., Massawe, B. H. J., Seleiman, M. F., Ali, N., & Gitari, H. I. (2024). GIS-AHP based approach in land evaluation and suitability assessment for sunflower (Helianthus annus) Production. Cogent Food & Agriculture, 10(1), 2309831. https://doi.org/10.1080/23311932.2024.2309831
  • Nungula, E. Z., Mugwe, J., Nasar, J., Massawe, H. J., Karuma, A. N., Maitra, S., Seleiman, M. F., Dindaroglu, T., Khan, N., & Gitari, H. I. (2023). Land degradation unmasked as the key constraint in sunflower (Helianthus annus) production: Role of GIS in revitalizing this vital sector. Cogent Food & Agriculture, 9(2), 2267863. https://doi.org/10.1080/23311932.2023.2267863
  • Nyawade, S. O., Karanja, N. N., Gachene, C. K. K., Gitari, H. I., Schulte-Geldermann, E., & Parker, M. L. (2019). Short-term dynamics of soil organic matter fractions and microbial activity in smallholder legume intercropping systems. Applied Soil Ecology, 142, 123–135. https://doi.org/10.1016/j.apsoil.2019.04.015
  • Ochieng’, I. O. (2021). Effectiveness of inorganic nitrogen forms on maize performance, nitrogen use efficiency and grain protein content in Kiambu County, Kenya [Master thesis]. Kenyatta University.
  • Otieno, M. A., Gitari, H. I., Danga, B., & Karuma, A. N. (2022). Soil properties and fertility management with respect to Capsicum (Capsicum annum L.) production in Nairobi Peri-urban Counties. Journal of Soil Science and Plant Nutrition, 22(1), 374–392. https://doi.org/10.1007/s42729-021-00655-1
  • Otieno, M. A., Gitari, H. I., Sagar, M., & Nungula, E. Z. (2023). GIS-AHP technique land suitability assessment for capsicum (Capsicum annuum L.) production. International Journal of Biological Sciences, 10(1), 19–30. https://doi.org/10.30954/2347-9655.01.2023.3.
  • Pennock, D., & Yates, T. (2008). Soil sampling designs. In M. R. Carter & E. G. Gregorich (Eds.), Soil sampling and methods of analysis (2nd ed., pp. 25–38). Taylor and Francis Group.
  • 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.
  • Rabia, A. H., & Terribile, F. (2013). Introducing a new parametric concept for land suitability assessment. International Journal of Environmental Science and Development, 4(1), 15–19. https://doi.org/10.7763/IJESD.2013.V4.295
  • Ranjan, S., Sow, S., Kumar, M., Kumar, N., Padhan, S. R., Roy, D. K., Dayal, P., Nath, D., Kumar, P., & Gitari, H. (. (2023). Artificial intelligence for maximizing agricultural input use efficiency: Exploring nutrient, water and weed management strategies. Frontiers in Environmental Science, 11,1243292. https://doi.org/10.3389/fenvs.2023.1243292
  • Ritung, S., Wahyunto, A. F., & Hidayat, H. (2007). Land suitability evaluation with a case map of Aceh Barat District. Indonesian Soil Research Institute and World Agroforestry Centre.
  • Ryan, J., George, E., & Rashid, A. (2001). Soil and plant analysis laboratory manual (2nd ed., pp. 46–48). Jointly published by the International Centre for Agricultural Research in the Dry Areas (ICARDA) and the National Agricultural Research Centre (NARC).
  • Saaty, T. L. (2014). Analytic hierarchy process. Wiley Stats Ref: Statistics Reference Online, University of Pittsburgh.
  • Safwan, M., Alsafadi, K., Ali, H., Mousavi, S. M. N., Kiwan, S., Hennawi, S., Harsanyie, E., Pham, Q. B., Linh, T. T., Ali, R., Anh, D. T., & Thai, V. N. (2022). Assessment of land suitability potentials for winter wheat cultivation by using a multi-criteria decision support-geographic information system (MCDS-GIS) approach in Al-Yarmouk Basin (Syria). Geocarto International, 37(6), 1645–1663. https://doi.org/10.1080/10106049.2020.1790674
  • Seyedmohammadi, J., Sarmadian, F., Jafarzadeh, A. A., & McDowel, R. W. (2019a). Integration of ANP and Fuzzy set techniques for land suitability assessment based on remote sensing and GIS for irrigated maize cultivation. Archives of Agronomy and Soil Science, 65(8), 1063–1079. https://doi.org/10.1080/03650340.2018.1549363
  • Seyedmohammadi, J., Sarmadian, F., Jafarzadeh, A. A., & McDowell, R. W. (2019b). Development of a model using matter element, AHP and GIS techniques to assess the suitability of land for agriculture. Geoderma, 352, 80–95. https://doi.org/10.1016/j.geoderma.2019.05.046
  • Seyedmohammadi, J., Sarmadian, F., Jafarzadeh, A. A., Ghorbani, M. A., & Shahbazi, F. (2018). Application of SAW, TOPSIS and fuzzy TOPSIS models in cultivation priority planning for maize, rapeseed and soybean crops. Geoderma, 310, 178–190. https://doi.org/10.1016/j.geoderma.2017.09.012
  • 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(5), 332–338. https://doi.org/10.1016/j.jssas.2020.03.003
  • Torrieri, F., & Batà, A. (2017). Spatial multi-criteria decision support system and strategic environmental assessment: A case study. Buildings, 7(4), 96. https://doi.org/10.3390/buildings7040096
  • Triantaphyllou, E., & Mann, S. H. (1995). Using the analytic hierarchy process for decision making in engineering applications: Some challenges. International Journal of Industrial Engineering: Applications and Practice, 2(1), 35–44.
  • Verheye, W., Koohafkan, P., & Nachterg, F. (2020). Land use, land cover and soil sciences (Vol. II – The FAO guidelines for land evaluation. http://www.eolss.net/Eolss-sample.
  • Widiatmaka, W. (2016). Integrated use of GIS, AHP and remote sensing in land use planning for tropical high-altitude vegetable crops. Journal of Applied Horticulture, 18(02), 87–99. https://doi.org/10.37855/jah.2016.v18i02.19
  • Yeomans, J. C., & Bremner, J. M. (1988). A rapid and precise method for routine determination of organic carbon in soil. Communications in Soil Science and Plant Analysis, 19(13), 1467–1476. https://doi.org/10.1080/00103628809368027
  • Zabihi, H., Ahmad, A., Vogeler, I., Said, M. N., Golmohammadi, M., Golein, B., & Nilashi, M. (2015). Land suitability procedure for sustainable citrus planning using the application of the analytical network process approach and GIS. Computers and Electronics in Agriculture, 117, 114–126. https://doi.org/10.1016/j.compag
  • 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