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Assessing long-term rainfall trends and changes in a tropical watershed Brantas, Indonesia: an approach for quantifying the agreement among satellite-based rainfall data, ground rainfall data, and small-scale farmers questionnaires

Author

Listed:
  • Bagus Setiabudi Wiwoho

    (Universitas Negeri Malang)

  • Ike Sari Astuti

    (Universitas Negeri Malang)

  • Purwanto Purwanto

    (Universitas Negeri Malang)

  • Ifan Deffinika

    (Universitas Negeri Malang)

  • Imam Abdul Gani Alfarizi

    (Universitas Negeri Malang)

  • Hetty Rahmawati Sucahyo

    (Universitas Negeri Malang)

  • Randhiki Gusti

    (Institut Pertanian Malang)

  • Mochammad Tri Herwanto

    (SMAN 1 Kediri)

  • Gilang Aulia Herlambang

    (Universitas Negeri Malang)

Abstract

The agreement between meteorological data and societal perception is essential in supporting a robust policy making and its implementation. In humid tropic watersheds like Brantas, such consensus is important for water resources management and policies. This study exemplifies an effort to understand the long-term rainfall characteristics within the watershed and to build a common link among the differing data sources: CHIRPS rainfall satellite data, rain gauge data, and farmers perceptions. Six rainfall characteristics were derived using statistical measures from the scientific data and then were translated to a series of structured questionnaires given to small-scale farmers. A consensus matrix was built to examine the level of agreement among three data sources, supporting the spatial pattern of the meteorological data and farmers perception. Two rainfall attributes were classified with high agreement, four with moderate and one with low agreement. The agreements and discrepancies of rainfall characteristics were found in the study area. The discrepancies originated from the accuracy in translating scientific measurements to practical meanings for farmers, complexity of the farming system, the nature of phenomena in questions, and farmers’ ability to record long-term climatic events. This study shows an implication that a combined approach to link scientific data and societal data is needed to support powerful climate policy making.

Suggested Citation

  • Bagus Setiabudi Wiwoho & Ike Sari Astuti & Purwanto Purwanto & Ifan Deffinika & Imam Abdul Gani Alfarizi & Hetty Rahmawati Sucahyo & Randhiki Gusti & Mochammad Tri Herwanto & Gilang Aulia Herlambang, 2023. "Assessing long-term rainfall trends and changes in a tropical watershed Brantas, Indonesia: an approach for quantifying the agreement among satellite-based rainfall data, ground rainfall data, and sma," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 117(3), pages 2835-2862, July.
  • Handle: RePEc:spr:nathaz:v:117:y:2023:i:3:d:10.1007_s11069-023-05969-0
    DOI: 10.1007/s11069-023-05969-0
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    1. Andung Bayu Sekaranom & Emilya Nurjani & Fitria Nucifera, 2021. "Agricultural Climate Change Adaptation in Kebumen, Central Java, Indonesia," Sustainability, MDPI, vol. 13(13), pages 1-16, June.
    2. Ingram, K. T. & Roncoli, M. C. & Kirshen, P. H., 2002. "Opportunities and constraints for farmers of west Africa to use seasonal precipitation forecasts with Burkina Faso as a case study," Agricultural Systems, Elsevier, vol. 74(3), pages 331-349, December.
    3. Joko Mariyono, 2019. "Stepping up to market participation of smallholder agriculture in rural areas of Indonesia," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 79(2), pages 255-270, January.
    4. Mohamad Fulazzaky, 2009. "Water Quality Evaluation System to Assess the Brantas River Water," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 23(14), pages 3019-3033, November.
    5. Hasibuan, Abdul Muis & Gregg, Daniel & Stringer, Randy, 2020. "Accounting for diverse risk attitudes in measures of risk perceptions: A case study of climate change risk for small-scale citrus farmers in Indonesia," Land Use Policy, Elsevier, vol. 95(C).
    6. Muhamad Rusliyadi & Wang Libin, 2018. "Agriculture development programs for poverty reduction evidences from Indonesia and china - comparative study case," Asian Journal of Agriculture and rural Development, Asian Economic and Social Society, vol. 8(2), pages 104-118, July.
    7. Juliana D. B. Gil & Avery S. Cohn & John Duncan & Peter Newton & Sonja Vermeulen, 2017. "The resilience of integrated agricultural systems to climate change," Wiley Interdisciplinary Reviews: Climate Change, John Wiley & Sons, vol. 8(4), July.
    8. Antoni, Carolin & Huber-Sannwald, Elisabeth & Reyes Hernández, Humberto & van’t Hooft, Anuschka & Schoon, Michael, 2019. "Socio-ecological dynamics of a tropical agricultural region: Historical analysis of system change and opportunities," Land Use Policy, Elsevier, vol. 81(C), pages 346-359.
    9. Barry Smit & Mark Skinner, 2002. "Adaptation options in agriculture to climate change: a typology," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 7(1), pages 85-114, March.
    10. Moh. Shadiqur Rahman & Hery Toiba & Wen-Chi Huang, 2021. "The Impact of Climate Change Adaptation Strategies on Income and Food Security: Empirical Evidence from Small-Scale Fishers in Indonesia," Sustainability, MDPI, vol. 13(14), pages 1-16, July.
    11. Hein, Yarzar & Vijitsrikamol, Kampanat & Attavanich, Witsanu & Janekarnkij, Penporn, 2019. "Do Farmers Perceive the Trends of Local Climate Variability Accurately? An Analysis of Farmers’ Perceptions and Meteorological Data in Myanmar," MPRA Paper 93990, University Library of Munich, Germany, revised Apr 2019.
    12. Muhamad Rusliyadi & Wang Libin, 2018. "Agriculture Development Programs for Poverty Reduction Evidences from Indonesia and China - Comparative Study Case," Asian Journal of Agriculture and Rural Development, Asian Economic and Social Society, vol. 8(2), pages 104-118.
    13. Frances C. Moore & Uris Baldos & Thomas Hertel & Delavane Diaz, 2017. "New science of climate change impacts on agriculture implies higher social cost of carbon," Nature Communications, Nature, vol. 8(1), pages 1-9, December.
    14. Mohri, Hideyuki & Lahoti, Shruti & Saito, Osamu & Mahalingam, Anparasan & Gunatilleke, Nimal & Irham, & Hoang, Van Thang & Hitinayake, Gamini & Takeuchi, Kazuhiko & Herath, Srikantha, 2013. "Assessment of ecosystem services in homegarden systems in Indonesia, Sri Lanka, and Vietnam," Ecosystem Services, Elsevier, vol. 5(C), pages 124-136.
    15. Msafiri Y. Mkonda & Xinhua He, 2017. "Are Rainfall and Temperature Really Changing? Farmer’s Perceptions, Meteorological Data, and Policy Implications in the Tanzanian Semi-Arid Zone," Sustainability, MDPI, vol. 9(8), pages 1-16, August.
    16. Sneh Joshi & Kireet Kumar & Varun Joshi & Bimal Pande, 2014. "Rainfall variability and indices of extreme rainfall-analysis and perception study for two stations over Central Himalaya, India," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 72(2), pages 361-374, June.
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