Journal of Applied Ichthyology最新文献

{"title":"DNA Barcoding of Nematode Parasites Infecting Ompok bimaculatus and Nemacheilus anguilla From Barvi Reservoir, Maharashtra","authors":"Gowhar Iqbal,&nbsp;Annam Pavan Kumar,&nbsp;Amjad Khansaheb Balange,&nbsp;Sanath Kumar,&nbsp;K. V. Rajendran,&nbsp;Sonal Suman,&nbsp;Nahida Quyoom,&nbsp;Sangeetha S.,&nbsp;Showkat Ahmad Dar","doi":"10.1155/2024/9644023","DOIUrl":"https://doi.org/10.1155/2024/9644023","url":null,"abstract":"<div>\u0000 <p>In the present study, the DNA barcoding of the nematode parasite infecting <i>Ompok bimaculatus</i> and <i>Nemacheilus anguilla</i> fish species was carried out in Barvi Reservoir, Maharashtra. To ascertain the taxonomic status of these nematode parasites, an 18S gene marker was used. Accurate identification of fish parasites is essential to formulate preventive strategies and to study host–environment relations. The present study did barcoding of the nematode parasites of the fishes caught from the Barvi Reservoir using the nuclear 18S rDNA (SSU) sequence. The nuclear 18S rDNA (SSU) was amplified into two overlapping amplicons and sequenced to identify the species based on the sequence similarity with the NCBI GenBank database. The present study sequences (both fragments) showed 98% similarity with the species of Eustrongylides. The average genetic distance value between the present study sample and species of Eustrongylides was 0.003. In the phylogenetic tree also, the sequence was clustered with the species of Eustrongylides with significant bootstrap values. The present study identified the nematode parasite of the fish caught from the Barvi Reservoir, as species of Eustrongylides. The species-level identification could not be possible due to the insufficient/lack of reference sequences in the database. It indicates the knowledge gap concerning the species-specific molecular markers for nematode parasites of the fish.</p>\u0000 </div>","PeriodicalId":14894,"journal":{"name":"Journal of Applied Ichthyology","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/9644023","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142525542","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Unraveling the Impact of Climate Change on Fish Physiology: A Focus on Temperature and Salinity Dynamics","authors":"Deepak Agarwal,&nbsp;Seerappalli Aran Shanmugam,&nbsp;Ayyathurai Kathirvelpandian,&nbsp;Suresh Eswaran,&nbsp;Mohd Ashraf Rather,&nbsp;Gowrimanohari Rakkannan","doi":"10.1155/2024/5782274","DOIUrl":"https://doi.org/10.1155/2024/5782274","url":null,"abstract":"<div>\u0000 <p>In recent decades, climate change has significantly altered the environmental dynamics of aquatic ecosystems, profoundly impacting the intricate balance of life within them. This review paper delves into the multifaceted impacts of climate change on the physiology of aquatic life, emphasizing temperature and salinity as pivotal ecological factors unique to aquatic environments. The intricate relationship between rising global temperatures and their repercussions on freshwater and seawater habitats forms the cornerstone of this exploration. Elevated temperatures and escalating frequency of extreme heatwave events have reshaped the paradigm for fish survival, pushing them beyond optimal temperature thresholds. Furthermore, the study delves into the interconnection of seemingly disparate abiotic factors, where heightened greenhouse gas concentrations amplify coastal winds, precipitating coastal upwelling. The consequence—nutrient-rich yet oxygen-deprived waters—fuels a cascade of challenges, inducing hypoxic conditions that significantly impact aquatic organisms. The plight of fish, as ectotherms finely tuned to environmental fluctuations, is underscored, illuminating their susceptibility to temperature variations. The direct correlation between external and internal temperatures, exacerbated by climate-induced fluctuations, accentuates the urgency of addressing climate change’s impact on aquatic habitats. This review disentangles the complex web of interconnected environmental shifts, illuminating their far-reaching repercussions on the physiology of aquatic life. It emphasizes the imperative for collective endeavors aimed at understanding and addressing the challenges imposed by our evolving climate on these indispensable ecosystems.</p>\u0000 </div>","PeriodicalId":14894,"journal":{"name":"Journal of Applied Ichthyology","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/5782274","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142435620","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Length-Weight Relationships of Native and Non-Native Fishes in the Lower Red River Catchment, USA","authors":"Mariaguadalupe Vilchez,&nbsp;John Dattilo,&nbsp;Shannon K. Brewer","doi":"10.1155/2024/5578825","DOIUrl":"https://doi.org/10.1155/2024/5578825","url":null,"abstract":"<div>\u0000 <p>Length-weight relationships are useful for stock assessments and modeling alternative conservation and management strategies for both native and non-native fishes. We developed length-weight relationships for 18 native and non-native riverine fishes in the lower Red River catchment. Fishes were sampled in the summer and autumn seasons between May 2021 and March 2024 via electrofishing and gill nets. Measurements for each specimen consisted of total length (mm) and weight (g). We provide L-W relationships for 14 native fishes consisting of 5 families (Lepisosteidae, Catostomidae, Ictaluridae, Sciaenidae, and Polyodontidae) and 4 non-native species belonging to the family Cyprinidae. We collected 6,845 individuals ranging from 67 alligator gar to 1,848 smallmouth buffalo. All the L-W relationships were significant (<i>p</i> &lt; 0.05), and the majority (72% of species) of relationships between length and weight had <i>r</i>² values &gt; 0.70. Our findings provide insight into the L-W relationships of riverine fishes and can be useful for modeling alternatives targeted at native fishes of recreational value and the removal efforts of non-native fishes.</p>\u0000 </div>","PeriodicalId":14894,"journal":{"name":"Journal of Applied Ichthyology","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/5578825","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142328563","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Assessing Invasive Carp in the Neosho River-Grand Lake System of Kansas and Oklahoma","authors":"Ethan J. Rasset,&nbsp;Hae H. Kim,&nbsp;Ben C. Neely,&nbsp;Quinton E. Phelps,&nbsp;Greg W. Whitledge","doi":"10.1155/2024/4270117","DOIUrl":"https://doi.org/10.1155/2024/4270117","url":null,"abstract":"<div>\u0000 <p>Invasive carp populations have purported a negative influence on native biota at high densities. These invasive fishes (i.e., bighead carp <i>Hypophthalmichthys nobilis</i>, silver carp <i>Hypophthalmichthys molitrix</i>, grass carp <i>Ctenopharyngodon idella</i>, and black carp <i>Mylopharyngodon piceus</i>) each exhibit similar life history characteristics. In the Neosho River-Grand Lake system (i.e., John Redmond Reservoir, Kansas, downstream to Grand Lake O’ the Cherokees, Oklahoma), only bighead carp and grass carp have been documented to date. The distribution and status of bighead carp throughout this system were previously unknown due to limited historical data and low abundance. While few bighead carp are encountered within this system, grass carp exhibited relatively higher abundance a were used to provide insights into bighead carp. Captures of both species were used to inform management and suppression efforts. Sampling locations (<i>n</i> = 18) were established for environmental DNA analyses throughout the Neosho River-Grand Lake system. We sampled 13 sites using a suite of gears for standardized targeted fish sampling. All invasive carp were measured, sexed, and otoliths removed for ageing and microchemical analysis. Grass carp were processed for ploidy testing following the U.S. Fish and Wildlife Service protocol. Environmental DNA analyses generated positive results for the eDNA presence of bighead carp and silver carp. Otolith age estimates suggest fish are long lived and supported by multiple year classes. Additionally, a sampled two-year-old grass carp demonstrates spawning and recruitment potential. Otolith microchemistry suggests largescale broad movement patterns. Ploidy testing confirmed the first documented evidence of diploid grass carp in the Neosho River-Grand Lake system and revealed reproductive viability. Our results may provide future insights into locations for containment, removal, and/or eradication.</p>\u0000 </div>","PeriodicalId":14894,"journal":{"name":"Journal of Applied Ichthyology","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-09-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/4270117","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142244382","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Effects of Temperature on the Gastric Evacuation Rate and Maintenance Ration of Adult Pointhead Flounder Cleisthenes pinetorum","authors":"Sango Nishio,&nbsp;Orio Yamamura","doi":"10.1155/2024/1803613","DOIUrl":"https://doi.org/10.1155/2024/1803613","url":null,"abstract":"<div>\u0000 <p>We investigated the gastric evacuation rate (GER) and maintenance ration (MR) for the adult pointhead flounder <i>Cleisthenes pinetorum</i> (77–421 g) at 4°C, 9°C, and 14°C which reflect the bottom, middle, and surface temperatures of their habitat in early summer. GERs were obtained from gravimetric experiments with 34 flounders fed juvenile walleye pollock <i>Gadus chalcogrammus</i> as prey. A 169-day feeding experiment for 67 pointhead flounders fed krill <i>Thysanoessa inermis</i> was undertaken to measure MR. The effects of a 10°C temperature increase (<i>Q</i>₁₀) on the GER and the MR were 6.55 and 2.04, respectively, indicating that the effect of temperature was greater on GER than on MR. As a result, the differences between the GER and MR, indicating the maximum amount of food ingestible for growth, were 2.8 and 30.7 cal·g⁻¹ day⁻¹ at 4 and 14°C, respectively. The water temperature on the sea floor generally remained at &lt;4°C from winter through summer, but exceeded 10°C in the surface layer of Funka Bay, where pointhead flounders were sampled. Therefore, their growth rate should be considerably limited if they remain in the bottom layer. The unique ecology of this species among the flatfishes of floating from sea floor and feeding at pelagic zones may represent a strategy to compensate for the physiological limitation of growth at low temperatures.</p>\u0000 </div>","PeriodicalId":14894,"journal":{"name":"Journal of Applied Ichthyology","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/1803613","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142231123","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Assessment of Sex, Gonad Volume, and Reproductive Maturation Status of the Indian Shad, Tenualosa ilisha, Using Ultrasonic Imaging: A Rapid and Non-Invasive Tool","authors":"Subrata Dasgupta,&nbsp;Gouranga Biswas,&nbsp;Gayatri Tripathi,&nbsp;Mujahidkhan A. Pathan,&nbsp;Tapas K. Ghoshal,&nbsp;Pratiksha K. Singh,&nbsp;Tanmoy Jana,&nbsp;Paroma Mitra,&nbsp;Srikanta Samanta,&nbsp;Debasis De,&nbsp;Subhendu Adhikari,&nbsp;Ranjan K. Manna,&nbsp;Amiya K. Sahoo","doi":"10.1155/2024/6597804","DOIUrl":"https://doi.org/10.1155/2024/6597804","url":null,"abstract":"<div>\u0000 <p>To determine sex and maturity stages accurately without any physical injury and stress, especially for sensitive and high-value fish species, employing a noninvasive ultrasound imaging technique could be a desirable approach. The ultrasound imaging method as a powerful eco-friendly tool was established to determine sex, gonad volume, gonadosomatic index (GSI), and reproductive stages in the Indian shad, hilsa (<i>Tenualosa ilisha</i>). About 30 hilsa (15 males and 15 females) of different maturity stages were collected from the river Ganga round the year using gill nets. The ultrasound sonography (USG) was then employed in hilsa to determine the computed GSI. The fresh gonad volume of hilsa was determined using a water displacement method to ascertain actual GSI values. There was no significant difference between the calculated, real, and actual GSIs (<i>P</i> &gt; 0.05) in both males and females. The validation of the precise maturity stages of ultrasound images of the gonad by the histological architecture indicated that USG images of the hilsa gonad depicted exact stages of maturity in both sexes except for stages I and II in males. The sex of the fish was accurately ascertained using ovarian ultrasound scanning for all the specimens. The calculated USG-based ovarian volume was positively correlated (<i>R</i>² = 0.97) with the actual and real ovarian volumes. The noninvasive and reliable ultrasonography technique was found to be an accurate and valid tool to track gender and gonadal development and predict the spawning periodicity in hilsa.</p>\u0000 </div>","PeriodicalId":14894,"journal":{"name":"Journal of Applied Ichthyology","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/6597804","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142013678","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"DNA Barcoding of Catfishes (Order: Siluriformes) with New Records of Two Species from Eastern Nepal","authors":"Jash Hang Limbu,&nbsp;Dipak Rajbanshi,&nbsp;Laxman Khanal,&nbsp;Wang Hui,&nbsp;Ram Chandra Adhikari,&nbsp;Sunita Thapa,&nbsp;Jin Quan Yang,&nbsp;Chenhong Li","doi":"10.1155/2024/4907672","DOIUrl":"https://doi.org/10.1155/2024/4907672","url":null,"abstract":"<div>\u0000 <p>The freshwater bodies of Nepal host a great deal of fish diversity; however, the molecular study of Nepalese fish is still in its early stages. Conservation management tactics require knowledge of the real species composition, often impeded by descriptions of intermittent species based on traditional taxonomy. Catfish, one of the most overfished taxa on the planet, are abundant and heavily exploited in the eastern region of Nepal. Hence, actual catfish diversity in this region needs to be examined using a combined morphological and molecular DNA barcoding approach. In this study, we sequenced the cytochrome oxidase subunit I (COI) gene in Nepalese fish species for the first time and used it for molecular identification. Altogether, 99 specimens representing 29 species belonging to 21 genera and 8 families were successfully barcoded. They were found to be 98.5–100% identical to the known sequences deposited in the GenBank and BOLD databases. Of these, two species, <i>Amblyceps arunachalense</i> and <i>Erethistoides sicula</i>, were recorded for the first time in Nepal. Out of 29 species, one species was found to be Endangered, one species under Vulnerable, two species under Near Threatened, one species under Data Deficient, and 24 species under Least Concern. The intraspecific genetic distances within species ranged from 0 to 5%. The highest intraspecific genetic distances (Kimura 2-parameter) were found among the individuals of two species, namely, <i>E. sicula</i> (4%) and <i>Glyptothorax telchitta</i> (5%), indicating the presence of putative (sub)species. The interspecific genetic distances among the catfishes in eastern Nepal ranged between 8.47% (between <i>Glyptothorax trilineatus</i> and <i>G. cavia</i>) and 26.38% (between <i>Amblyceps arunachalense</i> and <i>Chaca chaca</i>). The GC content at the 1^st, 2^nd, and 3^rd positions of the codons was found to be 42.4%, 49.3%, and 43.8%, respectively. These findings will support future initiatives for fish resource inventory, monitoring, and management. It is also an important input to the DNA barcode library of catfish in the eastern region of Nepal.</p>\u0000 </div>","PeriodicalId":14894,"journal":{"name":"Journal of Applied Ichthyology","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/4907672","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142002584","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Reproductive Biology of Black Jewfish (Protonibea diacanthus) off the East Coast of Australia","authors":"Samuel M. Williams,&nbsp;Jonathan D. Mitchell,&nbsp;Naomi L. Brunjes,&nbsp;Susannah Leahy,&nbsp;Adam Barnett,&nbsp;Heather Middleton,&nbsp;Darryl L. Whitehead","doi":"10.1155/2024/8877169","DOIUrl":"https://doi.org/10.1155/2024/8877169","url":null,"abstract":"<div>\u0000 <p>The black jewfish (<i>Protonibea diacanthus</i>) occurs in tropical coastal waters throughout the central Indo-Pacific. It has long been valued as an important recreational and artisanal fishery species but has become increasingly targeted by commercial fisheries due to demand for its large swim bladder. To better understand how changes in fishing pressure may impact the sustainable exploitation of <i>P. diacanthus</i> populations throughout Eastern Australia, we evaluated the reproductive biology of the species across two management regions in Central Queensland. Reproductive characteristics studied included the size at maturity, fecundity, spawning mode, and season. Spawning periodicity was evaluated throughout the two major management regions and revealed an increase in the gonadosomatic index during the early austral spring, followed by evidence of spawning occurring from September through March with a peak from September to November. Females were found to produce ∼4.5 million ± 1.4 million oocytes (mean ± SE) per batch. Spawning periodicity did not vary latitudinally but was found to differ from other regions in northern Australia. The present study provides reliable maturity and fecundity information to improve future assessment and sustainable management of <i>P. diacanthus</i>.</p>\u0000 </div>","PeriodicalId":14894,"journal":{"name":"Journal of Applied Ichthyology","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/8877169","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141973647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"Assessment of the Fish Stock Status Using LBSPR with Its Implications on Fisheries Management: A Case Study of Nemipterus virgatus, Priacanthus macracanthus, and Saurida undosquamis in the Northern South China Sea","authors":"Hagai Nsobi Lauden,&nbsp;Xinwen Xu,&nbsp;Shaoliang Lyu,&nbsp;Kun Lin,&nbsp;Ning Chen,&nbsp;Xuefeng Wang","doi":"10.1155/2024/6808795","DOIUrl":"https://doi.org/10.1155/2024/6808795","url":null,"abstract":"<div>\u0000 <p>This study utilized the length-based spawning potential ratio (LBSPR), a data-limited model, to assess the stock status of three fin fish species in the northern South China Sea. The analysis used the “LBSPR” package in <i>R</i> software, incorporating catch-length data of the study species and life history ratios. The results revealed a depletion of the stock’s reproductive biomass for <i>S. undosquamis</i> and imminent risks of stock collapse for <i>P. macracanthus</i>, with SPRs of 10% and 19%, respectively. In contrast, <i>N. virgatus</i> exhibited a relatively high SPR of 32%, surpassing the limit reference point (LRP) (20%). This study identified high fishing pressure (F/M) and the prevalence of destructive fishing practices as contributing factors to stock depletion. Effective management strategies, such as implementing stricter mesh size regulations, reducing catch limits, and reducing fishing efforts, are essential for addressing these issues. Adopting sustainable practices with an SPR target of 40% could lead to economic benefits for <i>N. virgatus</i>. Immediate interventions are crucial for <i>P. macracanthus</i> and <i>S. undosquamis</i> to prevent further declines. Continuous monitoring of the SPR, adaptive management, and active stakeholder engagement are vital for ensuring compliance with conservation measures and achieving long-term sustainability in the region.</p>\u0000 </div>","PeriodicalId":14894,"journal":{"name":"Journal of Applied Ichthyology","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-08-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/6808795","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141966775","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

{"title":"SSA-BP Neural Network Model for Predicting Rice-Fish Production in China","authors":"Junlei Wang,&nbsp;Guorui Zeng,&nbsp;Maosen Xu,&nbsp;Xuanchen Wan,&nbsp;Keke Wang,&nbsp;Jiegang Mou,&nbsp;Chenchen Hua,&nbsp;Chuanhao Fan,&nbsp;Pengfei Han","doi":"10.1155/2024/5739961","DOIUrl":"https://doi.org/10.1155/2024/5739961","url":null,"abstract":"<div>\u0000 <p>The rice-fish system has gained significant interest in recent years because of its effective usage of limited land and freshwater resources. To scientifically guide the improvement of rice field fishery production, the data in this study were selected from the latest China Fishery Statistical Yearbook, and therefore the development of paddy aquaculture was investigated. In order to more precisely predict the production of rice-fish in China, this paper introduces an artificial neural network with the SSA-BP model, which solves the drawbacks of the BP neural network such as easy to fall into local optimum and slow convergence speed when it is used for prediction. Firstly, the SSA-BP model incorporates the aquaculture area (split by water area), the national freshwater fish seedling output, the national end-of-year ownership of inland fishing vessels, the number of freshwater fisheries practitioners as input variables, and the production of rice-fish as an output variable; secondly, the SSA optimization algorithm was used to find the optimal initial thresholds and weights for the BP neural network, and finally the SSA-BP prediction model was constructed. The results revealed that the overall expansion of the rice field fishery was swift in the last five years, and the output of cultivated fish in China’s rice fields rose by nearly 20% yearly in the past five years. Compared with the BP neural network and GA-BP models, the accuracy of the SSA-BP prediction model was enhanced by 61.01% and 16.15%, respectively, which was more suited for predicting the production of rice-fish.</p>\u0000 </div>","PeriodicalId":14894,"journal":{"name":"Journal of Applied Ichthyology","volume":null,"pages":null},"PeriodicalIF":0.7,"publicationDate":"2024-07-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/5739961","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141631154","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}