IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v17y2025i4p1344-d1585445.html

Integrative Approaches in Remote Sensing and GIS for Assessing Climate Change Impacts Across Malaysian Ecosystems and Societies

Author

Listed:
  • Ricky Anak Kemarau

    (Earth Observation Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia)

  • Stanley Anak Suab

    (Institute for Tropical Biology and Conservation, University Malaysia Sabah, Jalan UMS, Kota Kinabalu 88400, Sabah, Malaysia)

  • Oliver Valentine Eboy

    (Geography Program, Faculty Social Sciences and Humanities, University Malaysia Sabah, Jalan UMS, Kota Kinabalu 88400, Sabah, Malaysia)

  • Zulfaqar Sa’adi

    (Centre for Environmental Sustainablility and Water Security, Research Institute for Sustainable Environment, Universiti Teknologi Malaysia, Skudai 81310, Johor, Malaysia)

  • Daniel Ugih Echoh

    (Faculty of Social Sciences and Humanities, Universiti Malaysia Sarawak, Kota Samarahan 94300, Sarawak, Malaysia)

  • Zaini Sakawi

    (Earth Observation Centre, Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi 43600, Selangor, Malaysia)

Abstract

Climate change presents significant problems to Malaysia, impacting its ecology and socio-economic structure through modified precipitation patterns, heightened flooding, coastal erosion, and agricultural susceptibility. This review methodically evaluates the utilization of remote sensing (RS) and geographic information systems (GISs) in comprehending these effects, employing a systematic approach following the PRISMA protocol. Through the examination of peer-reviewed papers from 2010 to 2024, we underscore the progress in remote sensing (RS) and geographic information system (GIS) technologies and their contribution to improving the spatial analysis of climate change impacts. Our research indicates considerable regional variations in the effects of climate change, highlighting the need for customized adaptation and mitigation efforts. The research Illustrates how advancements In remote sensing (RS) and geographic information systems (GISs) have enhanced forecasting skills and real-time surveillance, offering essential insights into ecosystem susceptibilities and socio-economic threats. This analysis underscores the necessity for cohesive policy strategies that leverage remote sensing and geographic information system insights to tackle the complex difficulties posed by climate change in Malaysia while pushing for additional research on the amalgamation of artificial intelligence and big data analytics to bolster climate resilience.

Suggested Citation

  • Ricky Anak Kemarau & Stanley Anak Suab & Oliver Valentine Eboy & Zulfaqar Sa’adi & Daniel Ugih Echoh & Zaini Sakawi, 2025. "Integrative Approaches in Remote Sensing and GIS for Assessing Climate Change Impacts Across Malaysian Ecosystems and Societies," Sustainability, MDPI, vol. 17(4), pages 1-21, February.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:4:p:1344-:d:1585445
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/17/4/1344/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/17/4/1344/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ricky Anak Kemarau & Wan Shafrina Wan Mohd Jaafar & Zaini Sakawi & Nurul Asyiqin Abu Bakar & Aisyah Marliza Muhmad Kamarulzaman & Stanley Anak Suab & Oliver Valentine Eboy & Siti Norliyana Harun & Zul, 2025. "UAVs and Social Science: A Transformative Perspective," Social Science Quarterly, Southwestern Social Science Association, vol. 106(1), January.
    2. Vlačić, Božidar & Corbo, Leonardo & Costa e Silva, Susana & Dabić, Marina, 2021. "The evolving role of artificial intelligence in marketing: A review and research agenda," Journal of Business Research, Elsevier, vol. 128(C), pages 187-203.
    3. Alias Nurul Ashikin & Mohd Idris Nor Diana & Chamhuri Siwar & Md. Mahmudul Alam & Muhamad Yasar, 2021. "Community Preparation and Vulnerability Indices for Floods in Pahang State of Malaysia," Land, MDPI, vol. 10(2), pages 1-23, February.
    4. Arouri, Mohamed & Nguyen, Cuong & Youssef, Adel Ben, 2015. "Natural Disasters, Household Welfare, and Resilience: Evidence from Rural Vietnam," World Development, Elsevier, vol. 70(C), pages 59-77.
    5. Oliver Valentine Eboy & Ricky Anak Kemarau, 2023. "Study Variability of the Land Surface Temperature of Land Cover during El Niño Southern Oscillation (ENSO) in a Tropical City," Sustainability, MDPI, vol. 15(11), pages 1-22, May.
    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. Ponmozhi Arokiyadoss & Lakshmi Narasimhan Chandrasekaran & Ramachandran Andimuthu & Ahamed Ibrahim Syed Noor, 2025. "Assessment of Integrated Coastal Vulnerability Index in the Coromandel Coast of Tamil Nadu, India Using Multi-Criteria Spatial Analysis Approaches," Sustainability, MDPI, vol. 17(14), pages 1-26, July.

    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. Trung X. Hoang & Nga V. T. Le, 2021. "Natural disasters and risk aversion: Evidence from Vietnam," Natural Resources Forum, Blackwell Publishing, vol. 45(3), pages 211-229, August.
    2. Sunil Khosla & Pradyot Ranjan Jena, 2022. "Analyzing vulnerability to poverty and assessing the role of universal public works and food security programs to reduce it: Evidence from an eastern Indian state," Review of Development Economics, Wiley Blackwell, vol. 26(4), pages 2296-2316, November.
    3. De Cicco, Roberta & Iacobucci, Serena & Cannito, Loreta & Onesti, Gianni & Ceccato, Irene & Palumbo, Riccardo, 2024. "Virtual vs. human influencer: Effects on users’ perceptions and brand outcomes," Technology in Society, Elsevier, vol. 77(C).
    4. Yen H. T. Nguyen & Tuyen Q. Tran & Dung T. Hoang & Thu M. T. Tran & Trung T. Nguyen, 2023. "Land quality, income, and poverty among rural households in the North Central Region, Vietnam," Poverty & Public Policy, John Wiley & Sons, vol. 15(2), pages 150-172, June.
    5. Pelli, Martino & Tschopp, Jeanne & Bezmaternykh, Natalia & Eklou, Kodjovi M., 2023. "In the eye of the storm: Firms and capital destruction in India," Journal of Urban Economics, Elsevier, vol. 134(C).
    6. Roberto Moro-Visconti & Salvador Cruz Rambaud & Joaquín López Pascual, 2023. "Artificial intelligence-driven scalability and its impact on the sustainability and valuation of traditional firms," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    7. Canan Demir Yıldız, 2025. "Raising Climate Heroes: Ecological Game Camp —A Mixed-Methods Study on Experiential Climate Education in Children and Adults," Sustainability, MDPI, vol. 17(17), pages 1-26, September.
    8. Tran, Thi Xuyen, 2021. "Typhoon and Agricultural Production Portfolio -Empirical Evidence for a Developing Economy," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242411, Verein für Socialpolitik / German Economic Association.
    9. Chen, Xuan & Vuong, Nguyen, "undated". "Climate and Off-farm Labor Supply of Agricultural Households: Evidence from Rural Vietnam," 2018 Annual Meeting, August 5-7, Washington, D.C. 274187, Agricultural and Applied Economics Association.
    10. Mahmud, Hasan & Islam, A.K.M. Najmul & Ahmed, Syed Ishtiaque & Smolander, Kari, 2022. "What influences algorithmic decision-making? A systematic literature review on algorithm aversion," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    11. Rahim Darma & Rahmadanih Rahmadanih & Majdah M. Zain & Riri Amandaria & Mario Mario & Rida Akzar, 2025. "Resilient Rice Farming: Household Strategies for Coping with Recurrent Floods in Tempe Lake, Indonesia," Societies, MDPI, vol. 15(5), pages 1-24, May.
    12. Alina Botezat & Mihaela David & Cristian Incaltarau & Peter Nijkamp, 2021. "The Illusion of Urbanization: Impact of Administrative Reform on Communities’ Resilience," International Regional Science Review, , vol. 44(1), pages 33-84, January.
    13. Marić, Josip & Opazo-Basáez, Marco & Vlačić, Božidar & Dabić, Marina, 2023. "Innovation management of three-dimensional printing (3DP) technology: Disclosing insights from existing literature and determining future research streams," Technological Forecasting and Social Change, Elsevier, vol. 193(C).
    14. Bierkamp, Sina & Nguyen, Trung Thanh & Grote, Ulrike, 2021. "Environmental income and remittances: Evidence from rural central highlands of Vietnam," Ecological Economics, Elsevier, vol. 179(C).
    15. Alfani, Federica & Arslan, Aslihan & McCarthy, Nancy & Cavatassi, Romina & Sitko, Nicholas, 2021. "Climate resilience in rural Zambia: evaluating farmers’ response to El Niño-induced drought," Environment and Development Economics, Cambridge University Press, vol. 26(5-6), pages 582-604, October.
    16. Naz Onel & Leila Elgaaied-Gambier & Sara Baskentli & Estelle Van Tonder, 2025. "From algorithms to ecosystems: A transformative consumer research perspective on artificial intelligence for sustainable living," AMS Review, Springer;Academy of Marketing Science, vol. 15(3), pages 390-415, December.
    17. Ongudi, Silas & Thiam, Djiby Racine, 2023. "Prenatal health and weather-related shocks under social safety net policy in Kenya," 2023 Seventh AAAE/60th AEASA Conference, September 18-21, 2023, Durban, South Africa 365902, African Association of Agricultural Economists (AAAE).
    18. Do, Manh Hung & Nguyen, Trung Thanh, 2024. "Impact of crop commercialization on smallholder farmers’ resilience to shocks: Evidence from panel data for rural Southeast Asia," Food Policy, Elsevier, vol. 128(C).
    19. Cheng, Mingyang & Yansui Liu, & Zhou, Yang, 2019. "Measuring the symbiotic development of rural housing and industry: A case study of Fuping County in the Taihang Mountains in China," Land Use Policy, Elsevier, vol. 82(C), pages 307-316.
    20. V. G. P. Lakshika & B. T. K. Chathuranga & P. G. S. A. Jayarathne, 2025. "The evolving role of AI and ML in digital promotion: a systematic review and research agenda," Journal of Marketing Analytics, Palgrave Macmillan, vol. 13(2), pages 288-307, June.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:17:y:2025:i:4:p:1344-:d:1585445. 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.