IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i16p9974-d886385.html
   My bibliography  Save this article

Application of GIS in Agriculture in Promoting Evidence-Informed Decision Making for Improving Agriculture Sustainability: A Systematic Review

Author

Listed:
  • Mwehe Mathenge

    (Department of Urban Management, School of Planning and Architecture, Maseno University, Maseno 40105, Kenya)

  • Ben G. J. S. Sonneveld

    (Athena Institute, Faculty of Science, Vrije Universiteit Amsterdam, De Boelelaan 1085, 1081 HV Amsterdam, The Netherlands)

  • Jacqueline E. W. Broerse

    (Athena Institute, Faculty of Science, Vrije Universiteit Amsterdam, De Boelelaan 1085, 1081 HV Amsterdam, The Netherlands)

Abstract

The objective of this review was to synthesize existing evidence on GIS and RS application in agriculture in enhancing evidence-informed policy and practice for improving agriculture sustainability and identifying obstacles to their application, particularly in low- and middle-income countries. Systematic searches were conducted in the databases SCOPUS, Web of Science, Bielefeld Academic Search Engine, COnnecting REpositories (CORE), and Google Scholar. We identified 2113 articles published between 2010–2021, out of which 40 articles met the inclusion criteria. The results show that GIS technology application in agriculture has gained prominence in the last decade, with 66% of selected papers being published in the last six years. The main GIS application areas identified included: crop yield estimation, soil fertility assessment, cropping patterns monitoring, drought assessment, pest and crop disease detection and management, precision agriculture, and fertilizer and weed management. GIS technology has the potential to enhance agriculture sustainability through integrating the spatial dimension of agriculture into agriculture policies. In addition, GIS potential in promoting evidenced informed decision making is growing. There is, however, a big gap in GIS application in sub-Saharan Africa, with only one paper originating from this region. With the growing threat of climate change to agriculture and food security, there is an increased need for the integration of GIS in policy and decision making in improving agriculture sustainability.

Suggested Citation

  • Mwehe Mathenge & Ben G. J. S. Sonneveld & Jacqueline E. W. Broerse, 2022. "Application of GIS in Agriculture in Promoting Evidence-Informed Decision Making for Improving Agriculture Sustainability: A Systematic Review," Sustainability, MDPI, vol. 14(16), pages 1-15, August.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:16:p:9974-:d:886385
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/16/9974/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/14/16/9974/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Muhammad Sohail Memon & Zhou Jun & Chuanliang Sun & Chunxia Jiang & Weiyue Xu & Qiong Hu & Hangxu Yang & Changying Ji, 2019. "Assessment of Wheat Straw Cover and Yield Performance in a Rice-Wheat Cropping System by Using Landsat Satellite Data," Sustainability, MDPI, vol. 11(19), pages 1-21, September.
    2. Elahi, Ehsan & Zhang, Hongxia & Lirong, Xing & Khalid, Zainab & Xu, Haiyun, 2021. "Understanding cognitive and socio-psychological factors determining farmers’ intentions to use improved grassland: Implications of land use policy for sustainable pasture production," Land Use Policy, Elsevier, vol. 102(C).
    3. Chiranjit Singha & Kishore Chandra Swain & Sanjay Kumar Swain, 2020. "Best Crop Rotation Selection with GIS-AHP Technique Using Soil Nutrient Variability," Agriculture, MDPI, vol. 10(6), pages 1-18, June.
    4. Hugo Valin & Ronald D. Sands & Dominique van der Mensbrugghe & Gerald C. Nelson & Helal Ahammad & Elodie Blanc & Benjamin Bodirsky & Shinichiro Fujimori & Tomoko Hasegawa & Petr Havlik & Edwina Heyhoe, 2014. "The future of food demand: understanding differences in global economic models," Agricultural Economics, International Association of Agricultural Economists, vol. 45(1), pages 51-67, January.
    5. Li, Runwei & Wei, Chenyang & Afroz, Mahnaz Dil & Lyu, Jun & Chen, Gang, 2021. "A GIS-based framework for local agricultural decision-making and regional crop yield simulation," Agricultural Systems, Elsevier, vol. 193(C).
    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. Elahi, Ehsan & Khalid, Zainab & Zhang, Zhixin, 2022. "Understanding farmers’ intention and willingness to install renewable energy technology: A solution to reduce the environmental emissions of agriculture," Applied Energy, Elsevier, vol. 309(C).
    8. Elahi, Ehsan & Zhang, Zhixin & Khalid, Zainab & Xu, Haiyun, 2022. "Application of an artificial neural network to optimise energy inputs: An energy- and cost-saving strategy for commercial poultry farms," Energy, Elsevier, vol. 244(PB).
    9. Nahry, A.H. El & Ali, R.R. & Baroudy, A.A. El, 2011. "An approach for precision farming under pivot irrigation system using remote sensing and GIS techniques," Agricultural Water Management, Elsevier, vol. 98(4), pages 517-531, February.
    10. Ying Wang & Yun Chen & Shizhang Peng, 2011. "A GIS Framework for Changing Cropping Pattern Under Different Climate Conditions and Irrigation Availability Scenarios," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 25(13), pages 3073-3090, October.
    11. Md. Kamruzzaman & Md. Enamul Kabir & A. T. M. Sakiur Rahman & Chowdhury Sarwar Jahan & Quamrul Hasan Mazumder & M. Sayedur Rahman, 2018. "Modeling of agricultural drought risk pattern using Markov chain and GIS in the western part of Bangladesh," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 20(2), pages 569-588, April.
    Full references (including those not matched with items on IDEAS)

    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. Yan Zhao & Ehsan Elahi & Zainab Khalid & Xuegang Sun & Fang Sun, 2023. "Environmental, Social and Governance Performance: Analysis of CEO Power and Corporate Risk," Sustainability, MDPI, vol. 15(2), pages 1-18, January.
    2. Min Zhu & Haiyun Tang & Ehsan Elahi & Zainab Khalid & Kaili Wang & Nimra Nisar, 2022. "Spatial-Temporal Changes and Influencing Factors of Ecological Protection Levels in the Middle and Lower Reaches of the Yellow River," Sustainability, MDPI, vol. 14(22), pages 1-16, November.
    3. Shengnan Huang & Ehsan Elahi, 2022. "Farmers’ Preferences for Recycling Pesticide Packaging Waste: An Implication of a Discrete Choice Experiment Method," Sustainability, MDPI, vol. 14(21), pages 1-13, October.
    4. Haidong Yuan & Chin-Hong Puah & Josephine Tan-Hwang Yau, 2022. "How Does Population Aging Impact Household Financial Asset Investment?," Sustainability, MDPI, vol. 14(22), pages 1-14, November.
    5. Zhixin Zhang & Xiao Meng & Ehsan Elahi, 2022. "Protection of Cultivated Land Resources and Grain Supply Security in Main Grain-Producing Areas of China," Sustainability, MDPI, vol. 14(5), pages 1-15, February.
    6. Feng Ji & Guangyuan Zhao & Lun Meng & Rana Tehseen & Fushuai Wang, 2022. "Cultivating Talents for Reporting Environmental News on China’s Carbon Neutrality Policy," Sustainability, MDPI, vol. 14(24), pages 1-19, December.
    7. Kaili Wang & Ehsan Elahi & Yuge Zhang & Di Wang & Zainab Khalid, 2022. "A Development of Green Finance and Regional Eco-Efficiency in China," Sustainability, MDPI, vol. 14(22), pages 1-18, November.
    8. Xiuli Cui & Ehsan Elahi & Zainab Khalid & Bo Xu, 2022. "Environmental Regulation, Manufacturing Technological Progress and Pollution Emissions: Empirical Evidence from China," Sustainability, MDPI, vol. 14(23), pages 1-19, December.
    9. Zhixin Zhang & Yingjie Li & Ehsan Elahi & Yameng Wang, 2022. "Comprehensive Evaluation of Agricultural Modernization Levels," Sustainability, MDPI, vol. 14(9), pages 1-17, April.
    10. Wei Wang & Ehsan Elahi & Shiying Sun & Xiaoqing Tong & Zhaosen Zhang & Mohammad Ilyas Abro, 2023. "Factors Influencing Water Use Efficiency in Agriculture: A Case Study of Shaanxi, China," Sustainability, MDPI, vol. 15(3), pages 1-14, January.
    11. Lirong Xing & Xiaomiao Yin & Chuanxiang Cao & Ehsan Elahi & Taoyuan Wei, 2022. "The Impact of Multidimensional Distance on Agricultural Exports: Evidence from China Based on the Technological Added Value," Sustainability, MDPI, vol. 15(1), pages 1-17, December.
    12. Gong, Maogang & Elahi, Ehsan, 2022. "A nexus between farmland rights, and access, demand, and amount of agricultural loan under the socialist system of China," Land Use Policy, Elsevier, vol. 120(C).
    13. Jingxing Zhang, 2022. "Impact of Manufacturing Servitization on Factor Productivity of Industrial Sector Using Global Value Chain," Sustainability, MDPI, vol. 14(9), pages 1-15, April.
    14. Xiaolong Gao & Changfei Li & Ehsan Elahi & Mohammad Ilyas Abro & Zhaocai Cui, 2023. "Technological Innovation, Product Quality and Upgrading of Manufacturing Value Chain: Empirical Evidence from China," Sustainability, MDPI, vol. 15(9), pages 1-19, April.
    15. Lun Wang & Ehsan Elahi & Yuzhong Zhou & Liming Wang & Shihan Zhang, 2022. "A Review of Packaging Materials’ Consumption Regulation and Pollution Control," Sustainability, MDPI, vol. 14(23), pages 1-16, November.
    16. Xingshuai Wang & Ehsan Elahi & Zainab Khalid, 2022. "Do Green Finance Policies Foster Environmental, Social, and Governance Performance of Corporate?," IJERPH, MDPI, vol. 19(22), pages 1-15, November.
    17. Du Peng & Ehsan Elahi & Zainab Khalid, 2023. "Productive Service Agglomeration, Human Capital Level, and Urban Economic Performance," Sustainability, MDPI, vol. 15(9), pages 1-25, April.
    18. Min Zhu & Mengqi Sun & Ehsan Elahi & Yajie Li & Zainab Khalid, 2023. "Analyzing the Relationship between Green Finance and Agricultural Industrial Upgrading: A Panel Data Study of 31 Provinces in China," Sustainability, MDPI, vol. 15(12), pages 1-19, June.
    19. Gang Li & Ehsan Elahi & Xingshuai Wang, 2023. "Population age structure, asset price, and financial stability," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(4), pages 2041-2056, June.
    20. Min Zhu & Yajie Li & Zainab Khalid & Ehsan Elahi, 2023. "Comprehensive Evaluation and Promotion Strategy of Agricultural Digitalization Level," Sustainability, MDPI, vol. 15(8), pages 1-15, April.

    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:jsusta:v:14:y:2022:i:16:p:9974-:d:886385. 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.