Fishing area mapping and gear competition in Paiton Waters, East Java, Indonesia
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Abstract. Sari WK, Rahmalinda WPF, Harlyan LI, Sambah AB, Matsuishi TF, Rust S. 2025. Fishing area mapping and gear competition in Paiton Waters, East Java, Indonesia. Biodiversitas 26: 636-650. Fisheries in the northern waters of Java Island, Indonesia, particularly in East Java, exhibit high complexity, requiring comprehensive management to effectively address multiple challenges. However, this complexity requires simplification of contributing variables to facilitate sustainable management. One potential solution is spatial clustering. This study aims to analyze species diversity, identify the distribution of fishing gear, cluster areas and fishing gear, and assess indications of competition between fishing gear operating at the Paiton Fish Landing Base (PPI). This study used the Hierarchical Cluster Analysis (HCA) method. The results showed that species diversity in Paiton waters was categorized as moderate (0.00-1.52), with species richness categorized as low (0.00-0.72). Spatial clustering identified two clusters of fishing areas and one cluster of different fishing gears. Fishing areas near the harbor and close to Madura Island are dominated by Indian scad Decapterus russelli, while the central part of the Madura Strait is dominated by Bullet tuna Auxis rochei. Gear groupings showed competition between gillnets and driftnets, both of which target Savalai hairtail Lepturacanthus savala. This research contributes to fisheries management by providing insights into the spatial distribution and competition of fishing activities, supporting better resource allocation and sustainable practices in the region.
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References
Apriliani IM, Dewanti LP, Khan A, Herawati H, Rizal A, Kusnadi NM. 2020. Characteristics of fishing vessels with multipurpose fishing gear to support fishing operations in the North Sea of Java, Indonesia (case study in Indramayu). Asian J Fish Aquat Res 6: 1-8. DOI: 10.9734/AJFAR/2020/V6I130085.
Assumpção L, Makrakis M, Silva J, Moraes K, Pini S, Silva P, Moraes K, Pini S, Silva P, Kashiwaqui E, Gentil E, Souza-Shibatta, Shibatta O, Makrakis S. 2021. Deep pools: Ecological sanctuaries for Steindachneridion melanodermatum, a large endemic and endangered pimelodid of the iguaçu river. Water 13: 1700. DOI: 10.3390/w13121700.
Atikasari M, Sawiji A, Muslih T. 2022. Environmental friendliness of fishing gear in Kranji Waters, Lamongan Regency. J Aquat Coast Resour Manag 3: 13-20. DOI: 10.29080/Mrcm.V3i01.1160.
Azeez P. 2024. Spatial structure and distribution of ribbonfish Trichiurus lepturus Linnaeus, 1758 along the eastern arabian sea. Indian J Fish 71 (1): 29-34. DOI: 10.21077/ijf.2024.71.1.131149-03.
Baker MR, Smeltz TS, Williams K, Greufe C, Ewing M, Chapman J, Glassy J, Hasagewa E, Cieri KP, Matson S, Towler R. 2023. Diel vertical migration of pacific sand pike (Ammodytes Personatus) - A pelagic forage fish associated with benthic substrates. ICES J Mar Sci 80: 1758-1772. DOI: 10.1093/Icesjms/Fsad106.
Cadrin SX. 2020. Defining spatial structure for fisheries stock assessment. Fish Res 221: 105397. DOI: 10.1016/j.fishres.2019.105397.
Carpenter KE, Niem VH. 1998. The Living Marine Resources of the Western Central Pacific, Volume 2: Cephalopods, Crustaceans, Holothurians and Sharks. FAO, Rome.
Carpenter KE, Niem VH. 1999a. The Living Marine Resources of the Western Central Pacific, Volume 3: Batoid Fishes, Chimaeras and Bony Fishes Part 1 (Elopidae to Linophrynidae). FAO, Rome.
Carpenter KE, Niem VH. 1999b. The Living Marine Resources of The Western Central Pacific, Volume 4: Bony Fishes Part 2 (Mugilidae to Carangidae). FAO, Rome.
Carpenter KE, Niem VH. 2021. The Living Marine Resources of The Western Central Pacific, Volume 5: Bony Fishes Part 3 (Menidae to Pomacentridae). FAO, Rome.
Chaliluddin MA, Affan JM, Ramadhan S, Ismail YS, Amir F, Muhammad M, Rizwan T, Rahmah A, Yani FI, El-Rahimi SA. 2019. The relationship between fishing vessel size, net length, engine power, and FAD material on purse seine catch volume: A case study at Idi Rayeuk fishing port, East Aceh Regency. Depik 8 (3): 227-234. DOI: 10.13170/depik.8.3.15103.
Cheriyan L. 2023. Geographic information system-based analysis of fish diversity trends of river Meenachil, Southern Western Ghats, Kerala. Curr World Environ 18: 311-330. DOI: 10.12944/cwe.18.1.26.
Clarkson E, Pollack J. 2021. Characterizing fish-habitat associations through paired fisheries?independent and in situ habitat assessments. North Am Fish Manag 41: 49-63. DOI: 10.1002/nafm.10530.
Darmawan R, Wiryawan B, Purbayanto A, Yulianto I, Kleinertz S. 2023. Assessment of grouper catch, diversity and abundance in Saleh Bay, West Nusa Tenggara, Indonesia. IOP Conf Ser Earth Environ Sci 1147: 012018. DOI: 10.1088/1755-1315/1147/1/012018.
Dimarchopoulou D, Wibisono E, Saul S, Carvalho P, Nugraha A, Mous P J, Humphries AT. 2023. Combining catch-based indicators indicates over exploitation and poor status of Indonesian deep-set demersal fish stocks. Fish Res 268: 106854. DOI: 10.1016/J.Fishres.2023.106854.
Eggleton M, Jackson J, Lubinski B. 2010. Comparison of gears for sampling littoral?zone fishes in floodplain lakes of the lower white river, Arkansas. North Am J Fish Manag 30: 928-939. DOI: 10.1577/m09-127.1.
FAO. 1994. Some Scientific Issues of Multispecies Fisheries. [Report]. FAO, Rome.
Fitriya N, Alfiatuunisa N, Partsuwiryo S, Setyobudi E. 2021. Demersal fish composition and catches per mini trawl business unit on the coast of Demak Regency, Central Java. E3S Web Conf 322: 03006.
Frawley TH, Muhling B, Welch H, Seto KL, Chang KS, Blaha F, Hanich Q, Jung M, Hazen E, Jacox M, Brodie S. 2022. Disaggregated fisheries data clustering reveals a functional longline fleet across the pacific. One Earth 5: 1002-1018. DOI: 10.1016/j.oneear.2022.08.006.
Fulton EA, Sainsbury K, Noranarttragoon P, Leadbitter D, Staples DJ, Porobic J, Ye Y, Phoonsawat R, Kulanujaree N. 2022. Shifting the baseline and deciding the desired shape of multispecies maximum sustainable yield. ICES J Mar Sci 79: 2138-2154. DOI: 10.1093/icesjms/fsac150.
Harlyan L, Matsuishi T, Saleh M. 2021. Feasibility of a single?species quota system for management of the Malaysian multispecies purse?seine fishery. Fish Manag Ecol 28: 126-137. DOI: 10.1111/fme.12470.
Harlyan LI, Nabilah SA, Setyohadi D, Rahman MA, Pattarapongpan S. 2022. Harvest control rules for multispecies layang fish (Decapterus spp.) in Blitar Waters, East Java. J Fish Mar Aff 14: 38-47. DOI: 10.20473/jipk.v14i1.30688.
Harlyan LI, Rahma FM, Kusuma DW, Sambah AB, Matsuishi TF, Pattarapongpan S. 2022. Spatial diversity of small pelagic species caught in the Bali Strait and adjacent Indonesian Waters. J Fish Environ 46: 198-219.
Heilpern S, Sethi S, Barthem R, Batista V, Doria C, Duponchelle F, Vasquez A, Goulding M, Naeem S, Flecker A. 2022. Biodiversity underpins fisheries resilience to exploitation in the amazon river basin. Proc R Soc B 289: 20220726. DOI: 10.1098/rspb.2022.0726.
Holubová M, Blabolil P, ?ech M, Vašek M, Peterka J. 2020. Species-specific schooling behavior of fish in freshwater pelagic habitats: An observational study. J Fish Biol 97: 64-74. DOI: 10.1111/JFB.14326.
Jahan MT, Hossen S, Sharker MR, Sukhan ZP, Hossain MB, Ali MM, Shadin MKS. 2020. Assessment of fish diversity in Baleshwari River: Current status, threats and conservation perspectives. World J Fish Mar Sci 12: 6-15. DOI: 10.5829/idosi.wjfms.2020.06.15.
Jawad L, Adams NJ. 2022. Otolith mass asymmetry in Australian anchovy Engraulis australis (White, 1790) preceded by Australian gannet Morus serrator (Gray, 1843), Hauraki Bay, New Zealand. Cahiers de Biol Mar 63: 371-376. DOI: 10.21411/CBM.A.97700D81.
Jaya IGNM, Folmer H. 2021. Identifying spatiotemporal clusters using agglomerative hierarchical clustering and bayesian regression analysis with spatiotemporally varying coefficients: Methodology and application to dengue disease in Bandung, Indonesia. Geogr Anal 53: 767-817. DOI: 10.1111/gean.12264.
Karr K, Miller V, Coronado E, Olivares-Bañuelos N, Rosales M, Naretto J, Hiriart-Bertrand L, Vargas-Fernandez C, Alzugary R, Puga R, Valle S, Osman L, Solis J, Mayorga M, Rader D, Fujita R. 2021. Identifying pathways for climate-resilient multispecies fisheries. Front Mar Sci 8: 721883. DOI: 10.3389/fmars.2021.721883.
Kincl L, Doza S, Nahorniak J, Case S, Vaughan A, Bovbjerg V. 2023. Commercial fishing mortality and injury described by associated vessel incidents. J Agromed 28: 881-889. DOI: 10.1080/1059924X.2023.2229827.
Lee Y, Su N, Lee H, Hsu W, Liao C. 2021. Application of métier-based approaches for spatial planning and management: A case study on a mixed trawl fishery in taiwan. Mar Sci Eng 9: 480. DOI: 10.3390/jmse9050480.
Margalef DR. 1957. Information theory in ecology. Gen Syst 3: 36-71.
Mbaru E, Graham N, McClanahan T, Cinner J. 2019. Functional traits illuminate the selective impacts of different fishing gears on coral reefs. J Appl Ecol 57: 241-252. DOI: 10.1111/1365-2664.13547.
Mendoza-Portillo FJ, Ramírez-Rodríguez M, Vargas-López V. 2020. Small-scale fisheries interactions in the Northwest Pacific of Mexico. J Latin Am Aquat Res 48: 94-105. DOI: 10.3856/vol48-issue1-fulltext-2176.
Mohamed KS, Sathianandan TV, Vivekanandan E, Kuriakose S, Ganga U, Pillai SL, Nair RJ. 2021. Application of biological and fishery attributes to assess the susceptibility and resilience of tropical marine fish species. Plos One 16: 0255879. DOI: 10.1371/JOURNAL.PONE.0255879.
Mulazzani L, Malorgio G. 2013. Regional management of multi-species fisheries on the basis of shared stocks and property rights: A mediterranean case. Sci Mar 77: 439-448. DOI: 10.3989/scimar.03693.05b.
Ofir E, Corrales X, Coll M, Heymans J, Goren M, Steenbeek J, Amitai Y, Shachar N, Gal G. 2023. Evaluation of fisheries management policies in the alien species-rich eastern mediterranean under climate change. Front Mar Sci 10: 1155480. DOI: 10.3389/fmars.2023.1155480.
Olden J, Miler O, Bijaye A. 2022. Lake-wide mapping of littoral habitat using underwater videography. Knowl Manag Aquat Ecosyst 423: 12. DOI: 10.1051/kmae/2022018.
Omayio D, Mzungu E, Kakamega K. 2019. Modification of Shannon-wiener diversity index towards quantitative estimation of environmental health and biodiversity levels under non-comparative scenarios. J Environ Earth Sci 9: 46-57. DOI: 10.7176/JEES/9-9-06.
Oti EU, Olusola MO. 2024. Review of agglomerative hierarchical clustering methods. Br J Comput Netw Inf Technology 7: 14-23. DOI: 10.52589/bjcnit-cv9poogw.
Parsa M, Emery TJ, Williams AJ, Nicol S. 2020. A robust métier-based approach to classifying fishing practices in commercial fisheries. Front Mar Sci 7: 1-13. DOI: 10.3389/FMARS.2020.552391.
Paul D. 1979. Theory and Management of Tropical Multi-species Stocks: A Review, with Emphasis on Southeast Asian Demersal Fisheries. ICLARM, Manila.
Picaulima SM, Wiyono ES, Baskoro MS, Riyanto M. 2020. Clustering of small-scale fishing fleets in the eastern part of Kei Kecil Island, Kei Islands. J Trop Mar Sci Technol 12: 643-657. DOI: 10.29244/jitkt.v12i3.31974. [Indonesian]
Podruczna A. 2022. Revisiting agglomerative clustering. Phys A Stat Mech Appl 585: 126433. DOI: 10.1016/j.physa.2021.126433.
Pramudita DA, Armando MF, Rahmayani D, Afifah FN, Putri NRA, Hartanti AN, Safira RN, Mahajeno E, Indrawan M, Nazar IA, Buot IE, Setyawan AD. 2023. Species diversity, richness, and conservation status of Pteridophyta in karst ecosystem of Donorejo Forest, Kaligesing, Purworejo, Indonesia. Intl J Trop Drylands 7 (1): 16-25. DOI: 10.13057/Tropdrylands/T070103.
Prayitno ME, Marimin T, Wisudo SH. 2022. Analysis of the needs of 180 GT purse seine vessel owners for fishing activities in fishing line III-fisheries management area (WPP) 572. J Mar Eng Innov Res 7 (2): 12881. DOI: 10.12962/j25481479.v7i2.12881.
Puspito G, Hartono S, Kurniawan F, Mawardi W. 2022. Introduction of light immersion to drift gillnet operations. Albacore J Mar Fish Res 4: 283-293. DOI: 10.29244/core.4.3.283-293. [Indonesian]
Putri RS, Bibin M, Putri ARS, Asrifan A. 2020. Gam in modeling the distribution of small pelagic fish in Makassar Strait. Veterinarian 21 (2): 310-314.
Roberson L, Wilcox C, Boussarie G, Dugan E, Garilao C, Gonzalez K, Green M, Kark S, Kaschner K, Klein CJ, Rousseau Y, Vallentyne D, Watson JEM, Kiszka JJ. 2022. Spatially explicit risk assessment of marine megafauna vulnerability to tuna fisheries in the Indian Ocean. Fish Fisheries 23: 1180-1201. DOI: 10.1111/faf.12676.
Rossi V, Unitt R, McNamara M, Zorzin R, Carnevale G. 2022. Skin patterns and internal anatomy in fossil moon fishes from the Eocene Bolca Lagerstätte Illuminate the ecology of ancient reef fish communities. Palaeontology 65: E12600. DOI: 10.1111/pala.12600.
Sabara IM, Rozi F, Jauhari MN. 2023. Agglomerative Hierarchy Clustering Analysis Based on Partially Sorted Hasse Graph of Poverty Indicators in East Java. Atlantis Press, Amsterdam. DOI: 10.2991/978-94-6463-148-7_46.
Sari WK, Harlyan LI, Fuad F. 2022. Grouping characteristics of small-scale capture fisheries in Prigi, East Java. J Fish Sci Technol 18: 80-85. DOI: 10.14710/ijfst.18.2.80-85.
Sari WK, Kusuma AL, Harlyan LI, Sambah AB, Adhihapsari W. 2023. Spatial clustering of fishing area in Bulu Waters, Tuban Regency. J Environ Eng Sustain Technol 10: 51-60. DOI: 10.21776/ub.jeest.2023.010.02.1.
Shannon CE. 1948. A mathematical theory of communication. Bell Syst Tech J 27: 379-423. DOI: 10.1002/j.1538-7305.1948.tb01338.x.
Sharashy OS. 2022. Application of shannon and simpson diversity indices to study plant diversity in rocky coastal habitats with reference to census data in Ras El-Hekma and Omayed Areas in the West Coastal Region of Egypt. J Pure Appl Sci 21 (1): 41-45. DOI: 10.51984/jopas.v21i1.1578.
Stephan P, Gaertner D, Perez I, Guéry L. 2022. Multi?species hotspots detection using self?organizing maps: Simulation and application to purse seine tuna fisheries management. Methods Ecol Evol 13: 2850-2864. DOI: 10.1111/2041-210x.14008.
Sukimin R, Danial D, Rauf A. 2021. Assessment of several aspects of fisheries for barrier fishing gear guidelines in Coastal Palopo City. J Trop Biol 21: 564-575. DOI: 10.29303/JBT.V21I2.2743.
Suwanda R, Syahputra Z, Zamzami EM. 2020. Analysis of euclidean distance and manhattan distance in k-means algorithm for variation of number of centroid K. J Physics Conf Ser 1566: 012058. DOI: 10.1088/1742-6596/1566/1/012058.
Teh L, Teh L, Sumaila U. 2013. A global estimate of the number of coral reef fishers. Plos One 8: e65397. DOI: 10.1371/journal.pone.0065397.
Thomas SN. 2019. Sustainable gillnet fishing. In: Indian Council of Agricultural Research (eds). ICAR Winter School: Responsible Fishing: Recent Advances in Resource and Energy Conservation. ICAR-CIFT, Kochi, 21 November - 11 December 2019.
Tromeur E, Doyen L. 2019. Optimal harvest policies threaten biodiversity in mixed fisheries. Environ Model Assess 24: 387-403. DOI: 10.1007/S10666-018-9618-2.
Ulfah M, Fajri SN, Nasir M, Hamsah K, Purnawan S. 2019. Diversity, evenness and dominance index of reef fishes in Krueng Raya Waters, Aceh Besar. IOP Conf Ser Earth Environ Sci 34: 012074. DOI: 10.1088/1755-1315/348/1/012074.
Ulrich C, Reeves S, Vermard Y, Holmes S, Willy V. 2011. Reconciling single-species tacs in the north sea demersal fisheries using the fcube mixed-fisheries advice framework. ICES J Mar Sci 68: 1535-1547. DOI: 10.1093/icesjms/fsr060.
Walker B. 2024. Regional reef fish assemblage maps provide baseline biogeography for tropicalization monitoring. Sci Rep 14: 7893. DOI: 10.1038/s41598-024-58185-6.
Wang H, Song C, Wang J, Gao P. 2024. Raster-based spatial clustering method with robustness against spatial outliers. Sci Rep 14: 4103. DOI: 10.1038/s41598-024-53066-4.
Wang K, Li J, Xu S, Gong Y, Xu Y, Cai Y, Yang Y, Zhang K, Chen Z. 2023. Stable isotope and stomach content analysis reveal changes in trophic levels and feeding habits of Big Head Tuna (Trichiurus lepturus) in the Northern South China Sea. Sci Total Environ 896: 165313. DOI: 10.1016/j.scitotenv.2023.165313.
Wiadnya DGR, Rahman MA, Harlyan LI, Nurfadillah AK. 2023. Identification of species supporting tuna fisheries using purse seines in the Northern Waters of Probolinggo, East Java. J Trop Oceanogr 26: 163-169. DOI: 10.14710/jkt.v26i1.16532. [Indonesian]
Wickrama S, Koralagama D, Abeysinghe S. 2022. Value stream analysis and middlemen impact of skipjack tuna and smoothbelly Sardinella dried fish value chains in sri lanka. Adv Technol 2: 322-339. DOI: 10.31357/ait.v2i3.5661.
Wu R, Miao B, Han FY, Niu, SF, Liang YS, Liang ZB, Wang QH. 2023. Chromosome-level genome assembly provides insights into the evolution of the specialized morphology and behavior of Lepturacanthus savala. Genes 14: 1268. DOI: 10.3390/genes14061268.
Yapanto LM, Mallawa A, Musa FT. 2022. Environmentally friendly and sustainable skipjack (Katsuwonus pelamis Linneus) capture fisheries in Tomini Bay, Gorontalo Province. Eur J Innov Nonform Educ 2: 326-335.
Zulbainarni N, Khumaera NI. 2020. Root cause analysis in the development of sustainable fisheries business in Indonesia. J Manag Agribus 17: 33-41. DOI: 10.17358/jma.17.1.33.
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