Small-scale fisheries (SSFs) are increasingly vulnerable to climate change, particularly in data-limited regions where scientific monitoring is scarce. Local Ecological Knowledge (LEK) offers valuable insights into environmental changes and adaptive practices. This study investigated the LEK of mangrove subsistence fishers in Masinloc, Zambales, Philippines, focusing on their perceptions of climate change impacts and the influence of demographic factors on LEK utilization. A structured survey was administered to 335 fishers across four barangays (villages), employing binary and open-ended questions to assess LEK related to climate indicators such as temperature fluctuations, rainfall patterns, typhoon occurrences, and flooding events. Quantitative data were analyzed using Pearson’s chi-square tests, Bonferroni-adjusted post-hoc pairwise comparisons, and Cramer’s V to identify specific associations between LEK and demographic variables. Findings revealed that while fishers possess substantial LEK pertinent to climate change, its application varies significantly with barangay, age, and educational attainment. Notably, these demographic factors influenced the depth and breadth of LEK used in predicting and responding to climate-related events. The study underscored the importance of integrating LEK into climate adaptation strategies, recognizing its potential to enhance resilience in SSFs. Although centered on a specific locale, the insights gleaned from this research contribute to the broader discourse on the role of indigenous knowledge systems in climate change resilience, offering a model for similar communities globally.
References
[1]
Acharya, S., Subedi, R., & Shrestha, H. (2016). Need of Recognition of Traditional Institution and Use of Indigenous Knowledge in Climate Change Adaptation: A Case-Study in Mustang District, Nepal. NepalJournalofEnvironmentalScience,4, 53-62. https://doi.org/10.3126/njes.v4i0.22725
[2]
Adger, W. N., Dessai, S., Goulden, M., Hulme, M., Lorenzoni, I., Nelson, D. R. et al. (2009). Are There Social Limits to Adaptation to Climate Change? ClimaticChange,93, 335-354. https://doi.org/10.1007/s10584-008-9520-z
[3]
Ajmani, G. S., Suh, H. H., & Pinto, J. M. (2016). Effects of Ambient Air Pollution Exposure on Olfaction: A Review. EnvironmentalHealthPerspectives,124, 1683-1693. https://doi.org/10.1289/ehp136
[4]
Alberto, R. P., Paz-Alberto, A. M., Ponce, C. D. B., & Mata, K. J. E. (2022). Climate Change Community-Based and Ecosystem-Based Adaptation Strategies in Selected Coastal Barangays in Masinloc, Zambales, Philippines. AmericanJournalofClimateChange,11, 342-362. https://doi.org/10.4236/ajcc.2022.114017
[5]
Alberto, R. P., Teano, J. A., Paz-Alberto, A. M., Tangonan, M. A. B., Villamar, H. J. E., Clement, S. et al. (2024). Impacts of Climate Change on Mangrove Subsistence Fisheries: A Global Review. MarineLifeScience&Technology,6, 610-630. https://doi.org/10.1007/s42995-024-00231-3
[6]
Alexander, S. M., Provencher, J. F., Henri, D. A., Taylor, J. J., Lloren, J. I., Nanayakkara, L. et al. (2019). Bridging Indigenous and Science-Based Knowledge in Coastal and Marine Research, Monitoring, and Management in Canada: A Systematic Map Protocol. EnvironmentalEvidence,8, Article No. 36. https://doi.org/10.1186/s13750-019-0181-3
[7]
Aliyu, H. K., Olawepo, R. A., & Muhammad, S. (2019). Climate Change Information for Farmers in Nigeria: What Challenges Do Women Face? IOPConferenceSeries:EarthandEnvironmentalScience,399, Article ID: 012001. https://doi.org/10.1088/1755-1315/399/1/012001
ASEAN Secretariat (2024, April 28). Enhancing the Resilience of Coastal Cities in ASEAN. TheASEANMagazine. https://theaseanmagazine.asean.org/article/enhancing-the-resilience-of-coastal-cities-in-asean-by-iffah-f-a-talib/
[10]
Asian Development Bank (2021). ClimateChangeFund:Progress Report 2021. Asian Development Bank. https://www.adb.org/documents/climate-change-fund-progress-report-2021
[11]
Avila-Carrazco, J. I., Villalobos-De Alba, Á. A., Olvera-Olvera, C. A., De La Rosa-Vargas, J. I., Gutiérrez-Bañuelos, H., Solís-Sánchez, L. O. et al. (2024). Correlation between Lunar Phases and Rainfall Patterns in Mexico. Atmosphere,15, Article No. 746. https://doi.org/10.3390/atmos15070746
[12]
Bacheler, N. M., Shertzer, K. W., Cheshire, R. T., & MacMahan, J. H. (2019). Tropical Storms Influence the Movement Behavior of a Demersal Oceanic Fish Species. ScientificReports,9, Article No. 1481. https://doi.org/10.1038/s41598-018-37527-1
[13]
Beaulieu, L., Arreak, A., Holwell, R., Dicker, S., Qamanirq, O., Moorman, L. et al. (2023). Indigenous Self-Determination in Cryospheric Science: The Inuit-Led SikumikQaujimajjuti (“Tools to Know How the Ice Is”) Program in Inuit Nunangat, Canada. Frontiers in Earth Science, 11, 1076774. https://doi.org/10.3389/feart.2023.1076774
[14]
Bélisle, A. C., Asselin, H., LeBlanc, P., & Marin, A. (2018). Local Knowledge in Ecological Modeling. Ecology and Society, 25, 11p.
[15]
Bell, R. J., Odell, J., Kirchner, G., & Lomonico, S. (2020). Actions to Promote and Achieve Climate-Ready Fisheries: Summary of Current Practice. MarineandCoastalFisheries,12, 166-190. https://doi.org/10.1002/mcf2.10112
[16]
Berkes, F. (2018). Sacred Ecology (4th ed.). Routledge.
[17]
Berkes, F., Colding, J., & Folke, C. (2000). Rediscovery of Traditional Ecological Knowledge as Adaptive Management. EcologicalApplications,10, 1251-1262. https://doi.org/10.1890/1051-0761(2000)010[1251:roteka]2.0.co;2
[18]
Berkström, C., Papadopoulos, M., Jiddawi, N., et al. (2021). Fishers’ Local Ecological Knowledge on Connectivity and Seascape Management. Frontiers in Marine Science, 8, Article ID: 634929.
[19]
Betigeri, A. (2020). How Australia’s Indigenous Experts Could Help Deal with Devastating Wildfires. Time. https://time.com/5764521/australia-bushfires-indigenous-fire-practices/
[20]
Blake, W. K. (1986). MechanicsofFlow-InducedSoundandVibration.Vol.1,GeneralConceptsandElementarySources (pp. 44-64). Academic Press.
[21]
Bland, M., Peat, J., & Barton, B. (2008). Categorical Variables: Rates and Proportions. In J. Peat, & B. Barton (Eds.), MedicalStatistics:AGuidetoDataAnalysisandCriticalAppraisal. Blackwell Publishing Ltd. https://doi.org/10.1002/9780470755945.ch7
[22]
Brook, R. K., & McLachlan, S. M. (2008). Trends and Prospects for Local Knowledge in Ecological and Conservation Research and Monitoring. Biodiversity and Conservation, 17, 3501-3512. https://doi.org/10.1007/s10531-008-9445-x
[23]
Burkholder, A. (2021). Barometric Pressure and Fishing:How Weather Affects Fish Behavior. Huk Fishing Blog. https://huk.com/blogs/tips-tricks/barometric-pressure-fishing-weather-affects-fish
[24]
Calzeta, E. C., Lansigan, F. P., Florece, L. M., Bantayan, N.C., Lapitan, R.L. (2014). Flood Risk Analysis for the Municipality of Bay, Laguna, Philippines. AsiaLifeSciences: TheAsianInternationalJournalofLifeSciences,23, 607-622.
[25]
Carrasquilla-Henao, M., Ban, N., Rueda, M., & Juanes, F. (2019). The Mangrove-Fishery Relationship: A Local Ecological Knowledge Perspective. MarinePolicy,108, Article ID: 103656. https://doi.org/10.1016/j.marpol.2019.103656
[26]
Castro, R. B. de, Fabré, N. N., Oliveira, A. da S. et al. (2020). Local Ecological Knowledge Networks in Tropical Artisanal Shrimp Fisheries. BrazilianArchivesofBiologyandTechnology. https://doi.org/10.21203/rs.3.rs-125962/v1
[27]
Cayanan, E. O., Chen, T. C., Argete, J. C., & Yen, M. C. (2011). The Effect of Tropical Cyclones on Southwest Monsoon Rainfall in the Philippines. JournaloftheMeteorologicalSocietyofJapan.Ser.II,89, 123-139. https://doi.org/10.2151/jmsj.2011-a08
[28]
CHED Dare TO Project 1 (2019). BiophysicalAssessment,Socio-Economic Assessment,CarryingCapacityandEconomicValuation. Terminal Report, a Project Funded by the Commission on Higher Education, Philippines from 2018-2019 to the Institute of Climate Change and Environmental Management, Central Luzon State University.
[29]
Cinner, J. E., McClanahan, T. R., MacNeil, M. A., Graham, N. A. J., Daw, T. M., Mukminin, A. et al. (2012). Co-Management of Coral Reef Social-Ecological Systems. ProceedingsoftheNationalAcademyofSciences,109, 5219-5222. https://doi.org/10.1073/pnas.1121215109
[30]
Cinner, J., & Huchery, C. (2014). A Comparison of Social Outcomes Associated with Different Fisheries Co‐Management Institutions. ConservationLetters,7, 224-232. https://doi.org/10.1111/conl.12057
[31]
Collins, C. (2013). Integrating Local Ecological Knowledge into Fisheries Planning and Management: Another Context for Knowledge Management Research? ProceedingsoftheAnnualConferenceofCAIS. https://doi.org/10.29173/cais212
[32]
Cramer, D., & Howitt, D. L. (2004). The SAGE Dictionary of Statistics: A Practical Resource for Students in the Social Sciences (253 pp.). SAGE Publications.
[33]
Department of Education (DepEd) (2021, June). CCE in the Philippines. https://www.deped.gov.ph/climate-change-education/cce-in-the-philippines/
[34]
Diedhiou, S., Rauch, M., Lahat Dieng, A., Bliefernicht, J., Sy, S., Sall, S. M. et al. (2024). Extreme Rainfall in Dakar (Senegal): A Case Study for September 5, 2020. FrontiersinWater,6, Article ID: 1439404. https://doi.org/10.3389/frwa.2024.1439404
[35]
Ens, E. J., Pert, P., Clarke, P. A., Budden, M., Clubb, L., Doran, B. et al. (2015). Indigenous Biocultural Knowledge in Ecosystem Science and Management: Review and Insight from Australia. BiologicalConservation,181, 133-149. https://doi.org/10.1016/j.biocon.2014.11.008
[36]
Erdogan, N. (2013). Environmental Worldviews in Higher Education: A Case Study of Turkish College Students. Procedia—Social and Behavioral Sciences, 106, 1086-1095. https://doi.org/10.1016/j.sbspro.2013.12.122
[37]
Farr, E. R., Stoll, J. S., & Beitl, C. M. (2018). Effects of Fisheries Management on Local Ecological Knowledge. EcologyandSociety,23, 15. https://doi.org/10.5751/es-10344-230315
[38]
Fernández-Llamazares, Á., Díaz-Reviriego, I., Reyes-García, V., & García-del-Amo, D. (2015). Rapid Ecosystem Change Challenges the Adaptive Capacity of Local Environmental Knowledge. Global Environmental Change, 31, 85-94.
[39]
Ford, J. D., Cameron, L., Rubis, J., Maillet, M., Nakashima, D., Willox, A. C. et al. (2016). Including Indigenous Knowledge and Experience in IPCC Assessment Reports. NatureClimateChange,6, 349-353. https://doi.org/10.1038/nclimate2954
[40]
Gadgil, M., Berkes, F., & Folke, C. (1993). Indigenous Knowledge for Biodiversity Conservation. Ambio,22, 151-156. http://www.jstor.org/stable/4314060
[41]
Galacgac, E. S., Balisacan, C. M. (2001). Traditional Weather Forecasting Methods in Ilocos Norte. CABI Digital Library. PhilippineJournalofCropScience,26, 5-14. https://www.cabidigitallibrary.org/doi/pdf/10.5555/20093019295
[42]
Galappaththi, E. K., Ford, J. D., Bennett, E. M., & Berkes, F. (2019). Climate Change and Community Fisheries in the Arctic: A Case Study from Pangnirtung, Canada. JournalofEnvironmentalManagement,250, Article ID: 109534. https://doi.org/10.1016/j.jenvman.2019.109534
[43]
Garstang, M., Massie, H. L., Halverson, J., Greco, S., & Scala, J. (1994). Amazon Coastal Squall Lines. Part I: Structure and Kinematics. MonthlyWeatherReview,122, 608-622. https://doi.org/10.1175/1520-0493(1994)122<0608:acslpi>2.0.co;2
[44]
Gianelli, I., Ortega, L., Pittman, J., Vasconcellos, M., & Defeo, O. (2021). Harnessing Scientific and Local Knowledge to Face Climate Change in Small-Scale Fisheries. Global Environmental Change, 68, Article 102253. https://doi.org/10.1016/j.gloenvcha.2021.102253
[45]
Giles, B. D. (2003). The Earth Is Faster Now: Indigenous Observations of Arctic Environment Change, Edited by Igor Krupnik and Dyanna Jolly. Arctic Research Consortium of the United States, Fairbanks, Alaska, 2002. No. of Pages: Xxviii + 356. ISBN 0‐9 720 449‐0‐6. InternationalJournalofClimatology,23, 1265-1265. https://doi.org/10.1002/joc.936
[46]
Greco, S., Scala, J., Halverson, J., Massie, H. L., Tao, W.-K., & Garstang, M. (1994). Amazon Coastal Squall Lines. Part I: Structure and Kinematics. Monthly Weather Review, 122, 608-622.
[47]
Greenler, R. (2020). Rainbows, Halos, and Glories. SPIE.
[48]
Gunggut, H., Bala, P., Lungkapis, G. J., & Harris, R. W. (2024). Climate Change Adaptation Strategies among Coastal Community. Environment-BehaviourProceedingsJournal,9, 171-178. https://doi.org/10.21834/e-bpj.v9i29.6034
[49]
Hammerschlag, N., Gallagher, A. J., Wester, J., Luo, J., & Ault, J. S. (2019). Tropical Storms Influence the Movement Behavior of a Demersal Marine Fish. Marine Ecology Progress Series, 615, 181-193.
[50]
Hanich, Q., Wabnitz, C., Ota, Y., Amos, M., Donato-Hunt, C., & Hunt, A. (2017). Small-Scale Fisheries under Climate Change in the Pacific Islands Region. MarinePolicy,98, 155-163.
[51]
Hiwasaki, L., Luna, E., Syamsidik, & Marçal, J. A. (2014). Local and Indigenous Knowledge on Climate-Related Hazards of Coastal and Small Island Communities in Southeast Asia. ClimaticChange,128, 35-56. https://doi.org/10.1007/s10584-014-1288-8
[52]
Hopping, K. A., Yangzong, C., & Klein, J. A. (2016). EcologyandSociety,21, Article No. 25. https://doi.org/10.5751/es-08009-210125
[53]
Hosen, N., Nakamura, H., & Hamzah, A. (2019). Traditional Ecological Knowledge and Climate Change Adaptation: The Sa’ban Experience. JournalofASIANBehaviouralStudies,4, 63-77. https://doi.org/10.21834/jabs.v4i14.339
[54]
Houze, R. A. (2010). Clouds in Tropical Cyclones. MonthlyWeatherReview,138, 293-344. https://doi.org/10.1175/2009mwr2989.1
[55]
Huijbers, C. M., Nagelkerken, I., Lössbroek, P. A. C., Schulten, I. E., Siegenthaler, A., Holderied, M. W. et al. (2012). A Test of the Senses: Fish Select Novel Habitats by Responding to Multiple Cues. Ecology,93, 46-55. https://doi.org/10.1890/10-2236.1
[56]
Hurt, A. (2021). Old Wives’ Tales to Predict Weather: What’s Based in Science and What’s Just Folklore? Discover. https://www.discovermagazine.com/environment/old-wives-tales-to-predict-weather-whats-based-in-science-and-whats-just
[57]
Inagaki, Y., Kuramoto, S., Fukata, H. (2010). Effects of Typhoons on Leaf Fall in Hinoki Cypress (Chamaecyparisobtusa Endlicher) Plantations in Shikoku Island. BulletinoftheForestryandForestProductsResearch Institute, 9, 103-112. https://www.ffpri.affrc.go.jp/pubs/bulletin/416/documents/416-1.pdf
[58]
Inaotombi, S., & Mahanta, P. C. (2018). Pathways of Socio-Ecological Resilience to Climate Change for Fisheries through Indigenous Knowledge. IndianJournalofTraditionalKnowledge,20, 934-943.
[59]
Intergovernmental Panel on Climate Change (IPCC) (2022). Climate Change 2022: Impacts, Adaptation and Vulnerability. Contribution of Working Group II to the Sixth Assessment Report of the Intergovernmental Panel on Climate Change.
[60]
IPBES (2019). Global Assessment Report on Biodiversity and Ecosystem ServicesoftheIntergovernmentalScience-PolicyPlatformonBiodiversityandEcosystemServices. IPBES Secretariat. https://doi.org/10.5281/zenodo.3831673
[61]
Islam, M. T., & Nursey-Bray, M. (2017). Adaptation to Climate Change in Agriculture in Bangladesh: The Role of Formal Institutions. JournalofEnvironmentalManagement,200, 347-358. https://doi.org/10.1016/j.jenvman.2017.05.092
[62]
Islam, R., Ghani, A. B. A., Sultana, S., & Mahyudin, E. (2022). The Influence of Environmental Transformation on Small-Scale Fishing Communities’ Livelihood. Sustainability,14, Article No. 4337. https://doi.org/10.3390/su14074337
[63]
Jin, J., Gao, Y. W., Wang, X., & Zhang, P. (2015). Farmers’ Risk Preferences and Their Climate Change Adaptation Strategies in the Yongqiao District, China. Land Use Policy, 47, 365-372.
[64]
Johnson, D. (2021). UnderstandingBarometricPressureandHowItAffectsFishingSuccess. In Fisherman. https://www.in-fisherman.com/editorial/understanding-barometric-pressure/154358
[65]
Kim, H. Y. (2014). Analysis of Variance (ANOVA) Comparing Means of More than Two Groups. RestorativeDentistry&Endodontics,39, 74-77. https://doi.org/10.5395/rde.2014.39.1.74
[66]
Kohyama, T., & Wallace, J. M. (2016). Rainfall Variations Induced by the Lunar Gravitational Atmospheric Tide and Their Implications for the Relationship between Tropical Rainfall and Humidity. GeophysicalResearchLetters,43, 918-923. https://doi.org/10.1002/2015gl067342
[67]
Komen, G. J., Cavaleri, L., Donelan, M., Hasselmann, K., Hasselmann, S., & Janssen, P. A. E. M. (1994). DynamicsandModellingofOceanWaves (p. 532). Cambridge University Press. https://doi.org/10.1017/cbo9780511628955
[68]
Kopnina, H. (2019). Ecocentric Education: Student Reflections on Anthropocentrism-Ecocentrism Continuum and Justice. JournalofEducationforSustainableDevelopment,13, 5-23. https://doi.org/10.1177/0973408219840567
[69]
Kubota, H., & Chan, J. C. L. (2009). Interdecadal Variability of Tropical Cyclone Landfall in the Philippines from 1902 to 2005. GeophysicalResearchLetters,36, L12802. https://doi.org/10.1029/2009gl038108
[70]
Kundu, P. K., Cohen, I. M., & Dowling, D. R. (2015). FluidMechanics (6th ed.). Academic Press.
[71]
Lam, V. W. Y., Allison, E. H., Bell, J. D., Blythe, J., Cheung, W. W. L., Frölicher, T. L. et al. (2020). Climate Change, Tropical Fisheries and Prospects for Sustainable Development. NatureReviewsEarth&Environment,1, 440-454. https://doi.org/10.1038/s43017-020-0071-9
[72]
Lea, R. (2022). What Is a Moon Halo? Space.com. https://www.space.com/moon-halo
[73]
Lucero-Sanico, F. P. (2019). Implementation of Environmental Education Policies in the Hinterlands of Northern Samar. InternationalJournalofTrendinScientificResearchandDevelopment,3, 478-483. https://doi.org/10.31142/ijtsrd22930
[74]
Macnight Ngwese, N., Saito, O., Sato, A., Agyeman Boafo, Y., & Jasaw, G. (2018). Traditional and Local Knowledge Practices for Disaster Risk Reduction in Northern Ghana. Sustainability,10, Article No. 825. https://doi.org/10.3390/su10030825
[75]
Macusi, E. D., Camaso, K. L., Barboza, A., & Macusi, E. S. (2021). Perceived Vulnerability and Climate Change Impacts on Small-Scale Fisheries in Davao Gulf, Philippines. FrontiersinMarineScience,8, Article ID: 597385. https://doi.org/10.3389/fmars.2021.597385
[76]
Maddison, D. (2007). ThePerceptionofandAdaptationtoClimateChangeinAfrica. Policy Working Paper.
[77]
Majesty, K. I., Karuniasa, M., & Herdiansyah, H. (2019). Mangrove Diversity and Sustainability in Karangsong Village of Indramayu Regency, West Java. JournalofPhysics:ConferenceSeries,1363, Article ID: 012094. https://doi.org/10.1088/1742-6596/1363/1/012094
[78]
Mandleni, B., & Anim, F. D. K. (2011). Climate Change Awareness and Decision on Adaptation Measures by Livestock Farmers in South Africa. JournalofAgriculturalScience,3, 258-268. https://doi.org/10.5539/jas.v3n3p258
[79]
Marquez, G. P. B., & Olavides, R. D. (2024). Integrating Science‐Based and Local Ecological Knowledge: A Case Study of Mangrove Restoration and Rehabilitation Projects in the Philippines. Disasters,48, e12630. https://doi.org/10.1111/disa.12630
[80]
Masinloc CLUP (2016). ComprehensiveLand Use Plan oftheMunicipalityofMasinloc,Zambales. Commission on Audit.
[81]
Mateos-Molina, D., Ben Lamine, E., Antonopoulou, M., Burt, J. A., Das, H. S., Javed, S. et al. (2021). Synthesis and Evaluation of Coastal and Marine Biodiversity Spatial Information in the United Arab Emirates for Ecosystem-Based Management. MarinePollutionBulletin,167, Article ID: 112319. https://doi.org/10.1016/j.marpolbul.2021.112319
[82]
Mbaye, A., Cormier-Salem, M., Schmidt, J. O., & Brehmer, P. (2021). Senegalese Artisanal Fishers in the Apprehension of Changes of the Marine Environment: A Universal Knowledge? SocialSciences&HumanitiesOpen,4, Article ID: 100231. https://doi.org/10.1016/j.ssaho.2021.100231
[83]
McHugh, M. L. (2013). The Chi-Square Test of Independence. BiochemiaMedica,23, 143-149. https://doi.org/10.11613/bm.2013.018
[84]
Mcmillen, H., Ticktin, T., & Kihalani, H. (2017). The Future Is behind Us: Traditional Ecological Knowledge and Resilience over Time on Hawai’i Island. RegionalEnvironmentalChange,17, 579-592. https://doi.org/10.1007/s10113-016-1032-1
[85]
McNamara, K. E., & Prasad, S. S. (2014). Coping with Extreme Weather: Communities in Fiji and Vanuatu Share Their Experiences and Knowledge. ClimaticChange,123, 121-132. https://doi.org/10.1007/s10584-013-1047-2
[86]
Meir, S., Philosoph‐Hadas, S., Salim, S., Segev, A., & Riov, J. (2022). Reevaluation of Ethylene Role in Arabidopsis Cauline Leaf Abscission Induced by Water Stress and Rewatering. PlantDirect,6, e444. https://doi.org/10.1002/pld3.444
[87]
Mercer, J., Kelman, I., Taranis, L., & Suchet‐Pearson, S. (2010). Framework for Integrating Indigenous and Scientific Knowledge for Disaster Risk Reduction. Disasters,34, 214-239. https://doi.org/10.1111/j.1467-7717.2009.01126.x
[88]
Minnaert, M. G. J. (1993). The Nature of Light andColourinthe Open Air (D. M. Clarke, Trans.). Dover Publications.
[89]
Minogue, K. (2010). Folklore Confirmed: The Moon’s Phase Affects Rainfall. Researchers Find Link between Lunar Cycles and Precipitation. Science. https://www.science.org/content/article/folklore-confirmed-moons-phase-affects-rainfall
[90]
Mulyasari, G., Trisusilo, A., Windirah, N., Djarot, I. N., & Putra, A. S. (2023). Assessing Perceptions and Adaptation Responses to Climate Change among Small-Scale Fishery on the Northern Coastal of Bengkulu, Indonesia. The Scientific World Journal, 2023, 1-15. https://doi.org/10.1155/2023/8770267
[91]
National Disaster Risk Reduction and Management Council (2015). National Disaster Preparedness Plan (NDPP) 2015-2018: Volume 1 (98 p.). NDRRMC. https://www.rcrc-resilience-southeastasia.org/wp-content/uploads/2018/01/2015-National-Disaster-Preparedness-Plan-2015-2018-Vol-1.pdf
[92]
NOAA (2025). Tidesand Water Levels:TidalVariations—TheInfluenceofPositionandDistance. National Oceanic and Atmospheric Administration. https://oceanservice.noaa.gov/education/tutorial_tides/tides06_variations.html
[93]
Nunn, P. D., Joespeh, E., Korovulavula, I., Kumar, R. (2016). Peripherality as Key to Understanding Climate-Associated Risk and Resilience for Pacific Island Communities. APNScienceBulletin. https://www.apn-gcr.org/bulletin/article/peripherality-as-key-to-understanding-climate-associated-risk-and-resilience-for-pacific-island-communities/
[94]
Nunn, P. D., Kumar, R., Barrowman, H. M., Chambers, L., Fifita, L., Gegeo, D. et al. (2024). Traditional Knowledge for Climate Resilience in the Pacific Islands. WIREsClimateChange,15, e882. https://doi.org/10.1002/wcc.882
[95]
Okeke-Ogbuafor, N., Taylor, A., Dougill, A., Stead, S., & Gray, T. (2022). Alleviating Impacts of Climate Change on Fishing Communities Using Weather Information to Improve Fishers’ Resilience. FrontiersinEnvironmentalScience,10, Article ID: 951245. https://doi.org/10.3389/fenvs.2022.951245
[96]
PAGASA (2023). Climate of the Philippines. Philippine Atmospheric, Geophysical and Astronomical Services Administration. https://www.pagasa.dost.gov.ph/information/climate-philippines#:~:text=Using%20temperature%20and%20rainfall%20as
[97]
Pariscal, D. R. P., & Gonzales-Aboy, I. (2022). Practices in the Contextualization of the English Curriculum in the Public Secondary Schools. TechniumSocialSciencesJournal,37, 60-75. https://doi.org/10.47577/tssj.v37i1.7594
[98]
Paz-Alberto, A. M., Camaso, E., Alberto, R. P., Juganas, D. A., Mapanao, K. M., Ponce, B. C. D. et al. (2021). Climate Change Vulnerability and Disaster Risk Assessment Using Remote Sensing Technology and Adaptation Strategies for Resiliency and Disaster Risk Management in Selected Coastal Municipalities of Zambales, Philippines. AmericanJournalofClimateChange,10, 85-133. https://doi.org/10.4236/ajcc.2021.101005
[99]
Paz-Alberto, A. M., Mapanao, K. M., & Juganas, D. A. (2020a). Status of Mangrove Ecosystems in Selected Coastal Municipalities in Zambales, Philippines. Asian Journal of Biodiversity, 11, [page]. https://doi.org/10.7828/ajob.v11i1.1390
[100]
Paz-Alberto, A. M., Parico, O. B., Alberto, R. P., Ponce, C. D., & Juganas, D.A. (2020b). Changes in the Coastal and Fishery Resources and Local Ecological Knowledge (LEK) about Fishery Practices as Perceived by the Fisher Folks in Selected Coastal Municipalities of Zambales, Philippines. Silliman Journal, 61, 95-136. https://sillimanjournal.su.edu.ph/index.php/sj/article/view/22/22
Pomeroy, R. S., & Ahmed, M. (2006). Fisheries and Coastal Resources Co-Management in Asia: Selected Results from a Regional Research Project (240 pp.). WorldFish Center.
[103]
Porter, J. R., Xie, L., Challinor, A. J. et al. (2014). Food Security and Food Production Systems. In ClimateChange2014Impacts,Adaptation,andVulnerability.ContributionofWorkingGroupIItotheFifthAssessmentReportoftheIntergovernmentalPanelon Ean SeaLevel:AHandbookforEngineersandScientists (50p.). John Wiley & Sons.
[104]
Puspita, M. (2017). Kearifan Lokal Dalam Pengelolaan Sumber Daya Pesisir Dan Laut Hukum Adat Laot dan Lembaga Panglima Laot di Nanggroe Aceh Darussalam. Sabda:JurnalKajianKebudayaan,3. https://doi.org/10.14710/sabda.v3i2.13253
[105]
Reyes, J. A. L., Baluyan, M. P., Ayo, K. A. R., & Balaguer, A. S. R. B. (2021). Indigenous Knowledge in Disaster Risk Reduction: The Tales of Three Islands in the Philippines. TheCopenhagenJournalofAsianStudies,37, 103-132. https://doi.org/10.22439/cjas.v37i1.5908
[106]
Reyes-García, V., Fernández-Llamazares, Á., Guèze, M., Garcés, A., & Cabeza, M. (2019). Operationalizing Local Ecological Knowledge in Climate Change Research: Challenges and Opportunities of Citizen Science. In V. Reyes-García, & Á. Fernández-Llamazares (Eds.), Ethnobiology of Climate Change (pp. 185-206). Springer.
[107]
Reyes-García, V., Fernández‐Llamazares, Á., Guèze, M., Garcés, A., Mallo, M., Vila‐Gómez, M. et al. (2016). Local Indicators of Climate Change: The Potential Contribution of Local Knowledge to Climate Research. WIREsClimateChange,7, 109-124. https://doi.org/10.1002/wcc.374
[108]
Reyes-García, V., Kightley, E., Ruiz-Mallén, I., Fuentes-Peláez, N., Demps, K., Huanca, T. et al. (2010). Schooling and Local Environmental Knowledge: Do They Complement or Substitute Each Other? InternationalJournalofEducationalDevelopment,30, 305-313. https://doi.org/10.1016/j.ijedudev.2009.11.007
[109]
Rodriguez-Ramirez, A., González-Rivero, M., Beijbom, O., Bailhache, C., Bongaerts, P., Brown, K. T. et al. (2020). A Contemporary Baseline Record of the World’s Coral Reefs. Scientific Data, 7, Article No. 355. https://doi.org/10.1038/s41597-020-00698-6
[110]
Ross, D. A. (1995). IntroductiontoOceanography. HarperCollins.
[111]
Ruzol, C., Lomente, L. L., & Pulhin, J. (2021). Cultural Consensus Knowledge of Rice Farmers for Climate Risk Management in the Philippines. ClimateRiskManagement,32, Article ID: 100298. https://doi.org/10.1016/j.crm.2021.100298
[112]
Salmo, S. G., Favis, A. M. T., & Ting, M. N. S. (2014). Status of Mangrove Summit: North-western Luzon Proceedings. Ateneo de Manila University.
[113]
Saytarkon, D. O., Kathambi, B., & Kibugi, R. (2025). Pathway for Climate Change Adaptation Strategies through Local Knowledge by Small-Scale Fisheries in Liberia. American Journal of Climate Change, 14, 1-21. https://doi.org/10.4236/ajcc.2025.141001
[114]
Schafer, A. G., & Reis, E. G. (2007). Artisanal Fishing Areas and Traditional Ecological Knowledge: The Case Study of the Artisanal Fisheries of the Patos Lagoon Estuary (Brazil). MarinePolicy,32, 283-292. https://doi.org/10.1016/j.marpol.2007.06.001
[115]
Starkey, E., Jones, A., Ochoa-Rodriguez, S., Mahajan, S., Wei, C., Chen, P. et al. (2024). Practicalities of Community-Led Continuous Water Quality Monitoring: Lessons from Taiwan Region and UK Pilots. FrontiersinEnvironmentalScience,12, Article ID: 1371048. https://doi.org/10.3389/fenvs.2024.1371048
[116]
Sultana, N., & Luetz, J. M. (2022). Adopting the Local Knowledge of Coastal Communities for Climate Change Adaptation: A Case Study from Bangladesh. FrontiersinClimate,4, Article ID: 823296. https://doi.org/10.3389/fclim.2022.823296
[117]
Sumich, J. L. (1996). AnIntroductiontotheBiologyofMarineLife (6th ed.). Wm. C. Brown.
[118]
Tengö, M., Hill, R., Malmer, P., Raymond, C. M., Spierenburg, M., Danielsen, F. et al. (2017). Weaving Knowledge Systems in IPBES, CBD and Beyond—Lessons Learned for Sustainability. CurrentOpinioninEnvironmentalSustainability,26, 17-25. https://doi.org/10.1016/j.cosust.2016.12.005
[119]
Ullah, H., Rashid, A., Liu, G., & Hussain, M. (2018). Perceptions of Mountainous People on Climate Change, Livelihood Practices and Climatic Shocks: A Case Study of Swat District, Pakistan. UrbanClimate,26, 244-257. https://doi.org/10.1016/j.uclim.2018.10.003
[120]
Ullah, H., Wahab, M. A., Rahman, M. J., Al Mamun, S. N., Kumar, U., Rahman, M. A. et al. (2023). Local Ecological Knowledge Can Support Improved Management of Small-Scale Fisheries in the Bay of Bengal. FrontiersinMarineScience,10, Article ID: 1294949. https://doi.org/10.3389/fmars.2023.974591
[121]
United Nations Office for Disaster Risk Reduction (UNDRR) (2024). GlobalStatusofMulti-HazardEarlyWarningSystems2024. https://www.undrr.org/reports/global-status-MHEWS-2024
[122]
van Diedenhoven, B. (2014). The Prevalence of the 22˚ Halo in Cirrus Clouds. JournalofQuantitativeSpectroscopyandRadiativeTransfer,146, 475-479. https://doi.org/10.1016/j.jqsrt.2014.01.012
[123]
von Kármán, T. (1954). Aerodynamics:SelectedTopicsintheLightofTheirHistoricalDevelopment. Cornell University Press.
[124]
Weatherspark (2023). Climateand Average WeatherinMasinloc. https://weatherspark.com/y/133200/Average-Weather-in-Masinloc-Philippines-Year-Round
[125]
Weissgerber, T. L., Garcia Valencia, O. A., Garovic, V. D., Milin-Lazovic, J., Winham, S. J., & Johnson, A. K. (2018). Why We Need to Report More than “Data Were Analyzed by T-Tests or ANOVA”. eLife, 7, e36163.
[126]
Wright, L. D., & Short, A. D. (1984). Morphodynamic Variability of Surf Zones and Beaches: A Synthesis. MarineGeology,56, 93-118. https://doi.org/10.1016/0025-3227(84)90008-2
[127]
Zhang, K., Li, L., Huang, L., Wang, Y., Huo, J., Duan, Y. et al. (2020). The Impact of Volatile Organic Compounds on Ozone Formation in the Suburban Area of Shanghai. AtmosphericEnvironment,232, Article ID: 117511. https://doi.org/10.1016/j.atmosenv.2020.117511
[128]
Zhang, M., Park, K., Yan, J., Park, K., Wu, Y., Jang, E. et al. (2020). Atmospheric Dimethyl Sulfide and Its Significant Influence on the Sea-to-Air Flux Calculation over the Southern Ocean. ProgressinOceanography,186, Article ID: 102392. https://doi.org/10.1016/j.pocean.2020.102392
[129]
zu Ermgassen, P. S. E., Worthington, T. A., Gair, J. R. et al. (2024). The Global Fish and Invertebrate Abundance Value of Mangroves.