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Review of Applications of Remote Sensing towards Sustainable Agriculture in the Northern Savannah Regions of Ghana

Author

Listed:
  • Abdul-Wadood Moomen

    (School of Mines and Built Environment, University of Energy and Natural Resources (UENR), Sunyani P.O. Box 214, Ghana)

  • Lily Lisa Yevugah

    (School of Geosciences, University of Energy and Natural Resources (UENR), Sunyani P.O. Box 214, Ghana)

  • Louvis Boakye

    (School of Geosciences, University of Energy and Natural Resources (UENR), Sunyani P.O. Box 214, Ghana)

  • Jeff Dacosta Osei

    (School of Geosciences, University of Energy and Natural Resources (UENR), Sunyani P.O. Box 214, Ghana)

  • Francis Muthoni

    (International Institute of Tropical Agriculture (IITA), P.O. Box 30709, Nairobi 00100, Kenya)

Abstract

This paper assesses evidence-based applications of Remote Sensing for Sustainable and Precision Agriculture in the Northern Savanna Regions of Ghana for three decades (1990–2023). During this period, there have been several government policy intervention schemes and pragmatic support actions from development agencies towards improving agriculture in this area with differing level of success. Over the same period, there have been dramatic advances in remote sensing (RS) technologies with tailored applications to sustainable agriculture globally. However, the extent to which intervention schemes have harnessed the incipient potential of RS for achieving sustainable agriculture in the study area is unknown. To the best of our knowledge, no previous study has investigated the synergy between agriculture policy interventions and applications of RS towards optimizing results. Thus, this study used systematic literature review and desk analysis to identify previous and current projects and studies that have applied RS tools and techniques to all aspects of agriculture in the study area. Databases searched include Web of Science, Google Scholar, Scopus, AoJ, and PubMed. To consolidate the gaps identified in the literature, ground-truthing was carried out. From the 26 focused publications found on the subject, only 13 (54%) were found employing RS in various aspects of agriculture observations in the study area. Out of the 13, 5 studies focused on mapping the extents of irrigation areas; 2 mapped the size of crop and pasturelands; 1 focused on soil water and nutrient retention; 1 study focused on crop health monitoring; and another focused on weeds/pest infestations and yield estimation in the study area. On the type of data, only 1 (7%) study used MODIS, 2 (15%) used ASTER image, 1 used Sentinel-2 data, 1 used Planetscope, 1 used IKONOS, 5 used Landsat images, 1 used Unmanned Aerial Vehicles (UAVs) and another 1 used RADAR for mapping and monitoring agriculture activities in the study area. There is no evidence of the use of LiDAR data in the area. These results validate the hypothesis that failing agriculture in the study area is due to a paucity of high-quality spatial data and monitoring to support informed farm decision-making.

Suggested Citation

  • Abdul-Wadood Moomen & Lily Lisa Yevugah & Louvis Boakye & Jeff Dacosta Osei & Francis Muthoni, 2024. "Review of Applications of Remote Sensing towards Sustainable Agriculture in the Northern Savannah Regions of Ghana," Agriculture, MDPI, vol. 14(4), pages 1-22, March.
    • Handle: RePEc:gam:jagris:v:14:y:2024:i:4:p:546-:d:1366755
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    References listed on IDEAS

    as
    1. Nazaire Houssou & Michael Johnson & Shashidhara Kolavalli & Collins Asante-Addo, 2018. "Changes in Ghanaian farming systems: stagnation or a quiet transformation?," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 35(1), pages 41-66, March.
    2. Aryeetey, Ernest & Kanbur, Ravi (ed.), 2017. "The Economy of Ghana Sixty Years after Independence," OUP Catalogue, Oxford University Press, number 9780198753438, Decembrie.
    3. Haile, Beliyou & Signorelli, Sara & Azzarri, Carlo & Guo, Zhe, 2019. "A spatial analysis of land use and cover change and agricultural performance: evidence from northern Ghana," Environment and Development Economics, Cambridge University Press, vol. 24(1), pages 67-86, February.
    4. de Janvry, Alain & Sadoulet, Elisabeth, 2020. "Using agriculture for development: Supply- and demand-side approaches," World Development, Elsevier, vol. 133(C).
    5. Boehlje, Michael & Broring, Stefanie, 2011. "The Increasing Multifunctionality of Agricultural Raw Materials: Three Dilemmas for Innovation and Adoption," International Food and Agribusiness Management Review, International Food and Agribusiness Management Association, vol. 14(2), pages 1-16, May.
    6. Mackay, Heather, 2018. "Mapping and characterising the urban agricultural landscape of two intermediate-sized Ghanaian cities," Land Use Policy, Elsevier, vol. 70(C), pages 182-197.
    7. Bastiaanssen, Wim G. M. & Molden, David J. & Makin, Ian W., 2000. "Remote sensing for irrigated agriculture: examples from research and possible applications," Agricultural Water Management, Elsevier, vol. 46(2), pages 137-155, December.
    8. Abass, Kabila & Adanu, Selase Kofi & Agyemang, Seth, 2018. "Peri-urbanisation and loss of arable land in Kumasi Metropolis in three decades: Evidence from remote sensing image analysis," Land Use Policy, Elsevier, vol. 72(C), pages 470-479.
    9. Ebenezer Nana Kwaku BOATENG & Collins Adjei MENSAH, 2021. "Land Use/Land Cover Dynamics And Urban Agriculture In Tarkwa-Nsuaem Municipality, Ghana," Theoretical and Empirical Researches in Urban Management, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 16(2), pages 5-20, May.
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