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SEA SURFACE SALINITY AND PRECIPITATION PATTERNS AS INDICATORS OF CLIMATE CHANGE-INDUCED HEALTH RISKS IN INDONESIAN COASTAL VILLAGES: A DATA ENVELOPMENT ANALYSIS APPROACH

*Dyah Retno Wati orcid  -  Prince of Songkla University, Thailand

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Abstract

Coastal communities in Indonesia face interconnected challenges from climate change and public health vulnerabilities, yet the relationships between these factors remain poorly understood. We investigated these connections across eight Indonesian provinces by analyzing marine dependency, disease susceptibility, and flood risk projections using Data Envelopment Analysis (DEA) and multiple datasets. Our analysis revealed that South Kalimantan's coastal communities are particularly vulnerable, demonstrating the highest dependency on marine resources while simultaneously facing significant health and environmental challenges. This heightened vulnerability is evidenced by elevated Marine Capture Fisheries Households (RTPT) scores and fish capture data, indicating substantial economic reliance on marine resources. The challenges are further intensified by projected flood risks expected to impact these areas within six years, alongside varying health vulnerabilities including tuberculosis, HIV, dengue fever, and COVID-19 cases. Through our DEA estimation, which incorporated six output and four input variables along with demographic information, we found that South Kalimantan's marine resource dependency significantly exceeds that of other provinces. These findings provide crucial insights for policymakers and health administrators, establishing a data-driven foundation for developing targeted interventions and resource allocation strategies. Our study underscores the necessity of implementing integrated approaches that simultaneously address environmental and public health concerns in coastal communities.

 

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Keywords: Coastal vulnerability, Climate change, Public health, Data Envelopment Analysis (DEA)

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  1. Banerjee R. Climate Change in Indonesia: A Glimpse of Riau and East Kalimantan [Internet]. New Delhi; 2012 Jan [cited 2024 Nov 21]. Available from: https://content.iospress.com/articles/journal-of-resources-energy-and-development/red120097
  2. Zikra M, Suntoyo, Lukijanto. Climate Change Impacts on Indonesian Coastal Areas. Procedia Earth and Planetary Science. 2015;14:57–63
  3. Hoque MA, Scheelbeek PFD, Vineis P, Khan AE, Ahmed KM, Butler AP. Drinking water vulnerability to climate change and alternatives for adaptation in coastal South and South East Asia. Clim Change. 2016 May 1;136(2):247–63
  4. Marfai MA. Impact of sea level rise to coastal ecology: A case study on the northern part of java island, indonesia. Quaestiones Geographicae. 2014 Mar 1;33(1):107–14
  5. Zanetti VB, Junior WC de S, De Freitas DM. A climate change vulnerability index and case study in a Brazilian Coastal City. Sustainability (Switzerland). 2016 Aug 18;8(8)
  6. O’Neill AC, Erikson LH, Barnard PL, Limber PW, Vitousek S, Warrick JA, et al. Projected 21st century coastal flooding in the Southern California Bight. Part 1: Development of the third generation CoSMoS model. J Mar Sci Eng. 2018 May 24;6(2)
  7. Agharroud K, Puddu M, Ivčević A, Satta A, Kolker AS, Snoussi M. Climate risk assessment of the Tangier-Tetouan-Al Hoceima coastal Region (Morocco). Front Mar Sci. 2023;10
  8. Diola AG, Perpetcho WP, Carlos A Graciosa J, Pantanosas GDB, Montecillo RH, Flores SMM, et al. Climate change vulnerability assessment of the coastal resources in Moalboal, Cebu, Central Philippines. Annals of Tropical Research [Internet]. 2020 Dec 29 [cited 2024 Nov 21];1(43):35–54. Available from: https://atr.vsu.edu.ph/climate-change-vulnerability-assessment-of-the-coastal-resources-in-moalboal-cebu-central-philippines/
  9. Torresan S, Critto A, Rizzi J, Marcomini A. Assessment of coastal vulnerability to climate change hazards at the regional scale: The case study of the North Adriatic Sea. Natural Hazards and Earth System Science. 2012;12(7):2347–68
  10. Scyphers SB, Beck MW, Furman KL, Haner J, Josephs LI, Lynskey R, et al. A waterfront view of coastal hazards: Contextualizing relationships among geographic exposure, shoreline type, and hazard concerns among coastal residents. Sustainability (Switzerland). 2019 Dec 1;11(23)
  11. Calil J, Fauville G, Queiroz ACM, Leo KL, Newton Mann AG, Wise-West T, et al. Using virtual reality in sea level rise planning and community engagement—an overview. Water (Switzerland). 2021 May 1;13(9)
  12. Hebert K, Taplin R. Climate change impacts and coastal planning in the Sydney greater metropolitan region. Vol. 43, Australian Planner. 2006. p. 34–41
  13. Peñalba EH, David APJ, Mabanta MJD, Samaniego CRC, Ellamil SDS. Climate change adaptation: The case of coastal communities in the philippines. Journal of the Geographical Institute Jovan Cvijic SASA. 2021 Aug 20;71(2):115–33
  14. Godfrey JS. The effect of the Indonesian throughflow on ocean circulation and heat exchange with the atmosphere: A review. J Geophys Res Oceans. 1996;101(C5):12217–37
  15. Ariska M, Krisna Herlambang D, Ariska M, Herlambang DK. Empirical Orthogonal Function (EOF) Analysis Based on Google Colab on Sea Surface Temperature (SST) Dataset in Indonesian Waters. Indonesian Physical Review [Internet]. 2023;6(1):20–32. Available from: https://doi.org/10.29303/ip
  16. Li A, Zhang Y, Hong M, Wang N, Hu W, Yan H, et al. Spatial-temporal characteristics of temperature in Indonesian Sea based on a high-resolution reanalysis data. In: Journal of Physics: Conference Series. Institute of Physics; 2024
  17. Pujiana K, McPhaden MJ. Intraseasonal Kelvin Waves in the Equatorial Indian Ocean and Their Propagation into the Indonesian Seas. J Geophys Res Oceans. 2020 May 1;125(5)
  18. Qu T, Du Y, Sasaki H. South China Sea throughflow: A heat and freshwater conveyor. Geophys Res Lett. 2006 Dec 16;33(23)
  19. Sukresno B, Jatisworo D, Hanintyo R. Validation of Sea Surface Temperature from GCOM-C Satellite Using iQuam Datasets and MUR-SST in Indonesian Waters. Indonesian Journal of Geography. 2021;53(1):136–43
  20. Pang C, Nikurashin M, Pena-Molino B, Sloyan BM. Remote energy sources for mixing in the Indonesian Seas. Nat Commun. 2022 Dec 1;13(1)
  21. Oloyede MO, Williams AB, Ode GO, Benson NU. Coastal Vulnerability Assessment: A Case Study of the Nigerian Coastline. Sustainability (Switzerland). 2022 Feb 1;14(4)
  22. Hidayati I, Setiadi H. Climate Change and Migration: A Case Study of Coastal Household in Delta Mahakam-Kalimantan. In: IOP Conference Series: Earth and Environmental Science. Institute of Physics Publishing; 2020
  23. Rahayu HP, Haigh R, Amaratunga D, Kombaitan B, Khoirunnisa D, Pradana V. A micro scale study of climate change adaptation and disaster risk reduction in coastal urban strategic planning for the Jakarta. Int J Disaster Resil Built Environ. 2020 Jan 17;11(1):119–33
  24. Jihad A, Muksin U, Syamsidik, Suppasri A, Ramli M, Banyunegoro VH. Coastal and settlement typologies-based tsunami modeling along the northern Sumatra seismic gap zone for disaster risk reduction action plans. International Journal of Disaster Risk Reduction. 2020 Dec 1;51
  25. Faridah L, Suroso DSA, Fitriyanto MS, Andari CD, Fauzi I, Kurniawan Y, et al. Optimal Validated Multi-Factorial Climate Change Risk Assessment for Adaptation Planning and Evaluation of Infectious Disease: A Case Study of Dengue Hemorrhagic Fever in Indonesia. Trop Med Infect Dis. 2022 Aug 1;7(8)
  26. Arifin H, Ibrahim K, Rahayuwati L, Herliani YK, Kurniawati Y, Pradipta RO, et al. HIV-related knowledge, information, and their contribution to stigmatization attitudes among females aged 15–24 years: regional disparities in Indonesia. BMC Public Health. 2022 Dec 1;22(1)
  27. Kharwadkar S, Attanayake V, Duncan J, Navaratne N, Benson J. The impact of climate change on the risk factors for tuberculosis: A systematic review. Environ Res. 2022 Sep 1;212:113436

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