

FOLLOWUS
1.School of Marine Sciences, Sun Yat-sen University, and Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai 519080, China
2.National Engineering Research Center for South China Sea Marine Biotechnology, Sun Yat-sen University, Zhuhai 519080, China
fengjx23@mail.sysu.edu.cn
Received:08 November 2025,
Accepted:08 January 2026,
Online First:09 February 2026,
Scan QR Code
SU Wenxiao,LU Xiaoyan,LIN Zeyu,et al.Comparative evaluation of fish community diversity and stability in the Zhanjiang mangrove watershed using environmental DNA and centipede net sampling[J].Journal of Oceanology and Limnology,
SU Wenxiao,LU Xiaoyan,LIN Zeyu,et al.Comparative evaluation of fish community diversity and stability in the Zhanjiang mangrove watershed using environmental DNA and centipede net sampling[J].Journal of Oceanology and Limnology, DOI:10.1007/s00343-026-5439-3.
Coastal and estuarine wetlands support high biodiversity and provide essential ecosystem services. As flagship blue-carbon ecosystems
mangroves and adjacent tidal flats store disproportionate carbon
making robust biodiversity monitoring foundational to blue-carbon conservation and management
.
However
the challenges associated with conventional fish surveys limit effective management. In this study
environmental DNA (eDNA) metabarcoding and centipede sampling were conducted at four stations within the Zhanjiang Gaoqiao mangrove-mudflat system to compare their performance in assessing community composition
co-occurrence structure
and network stability. Using both methods
102 species (80 genera
46 families) were identified. PERMANOVA and PCoA analyses indicated that species composition differed significantly between methods (
P
0.01)
while the mean detection rates did not differ (
P
0.05). Species accumulation and rarefaction-extrapolation curves showed that sampling sufficiency had nearly reached saturation for both methods. In the co-occurrence networks
the key species were
Glossogobius
giuris
in the centipede net network and
Periophthalmus
modestus
in the eDNA network. The eDNA network was substantially larger
comprising 188 significant pairs compared to 16 in the centipede net network. Habitat weighting of key species differed by method: the eDNA dataset was more enriched in benthopelagic and pelagic-neritic guilds and had higher weights in estuary/brackish
coastal/nearshore
and freshwater categories. In contrast
the centipede net dataset was more demersal
targeting sandy/muddy bottoms and mangrove habitats. Stability analyses revealed higher robustness
lower vulnerability
and greater positive and negative cohesion for the eDNA network (
P
0.001)
indicating stronger signals of coordination and turnover. Overall
eDNA metabarcoding and centipede net sampling provided complementary insights into species composition
network structure
and stability
offering a more comprehensive understanding of fish diversity. These results establish a blue-carbon-relevant biodiversity baseline for a typical estuarine mangrove district and support integrated molecular-conventional monitoring to guide habitat protection and restoration across mangroves and tidal flats.
Albert R , Jeong H , Barabási A L . 2000 . Error and attack tolerance of complex networks . Nature , 406 ( 6794 ): 378 - 382 , https://doi.org/10.1038/35019019 https://doi.org/10.1038/35019019 .
Arceo-Carranza D , Hernández Mendoza L C , Teutli-Hernández C et al . 2024 . Mangrove ecosystems as fundamental habitats for fish from the Mexican Caribbean: an evaluation between a conserved and restoration zone. Regional Studies in Marine Science , 77 : 103650 , https://doi.org/10.1016/j.rsma.2024.103650 https://doi.org/10.1016/j.rsma.2024.103650 .
Andruszkiewicz E A , Starks H A , Chavez F P , et al . 2017 . Biomonitoring of marine vertebrates in Monterey Bay using eDNA metabarcoding . PloS One , 12 ( 4 ): e 0176343 , https://doi.org/10.1371/journal.pone.0176343 https://doi.org/10.1371/journal.pone.0176343 .
Artime O , Grassia M , De Domenico M et al . 2024 . Robustness and resilience of complex networks . Nature Reviews Physics , 6 ( 2 ): 114 - 131 , https://doi.org/10.1038/s42254-023-00676-y https://doi.org/10.1038/s42254-023-00676-y .
Azman M S , Sharma S , Hamzah M L et al . 2023 . Total ecosystem blue carbon stocks and sequestration potential along a natura lly regenerated mangrove forest chronosequence. Forest Ecology and Management , 527 : 120611 , https://doi.org/10.1016/j.foreco.2022.120611 https://doi.org/10.1016/j.foreco.2022.120611 .
Bacheler N M . 2025 . Review of methods for sampling fish in structured habitats . Reviews in Fisheries Science Aquaculture, published Online First , August 2025 , https://doi.org/10.1080/23308249.2025.2539762 https://doi.org/10.1080/23308249.2025.2539762 .
Banchi E , Bettoso N , Borme D et al . 2024 . Environmental DNA enhances comprehension of the spatial and temporal dynamics of fish diversity in a coastal lagoon. Estuarine , Coastal and Shelf Science , 304 : 108824 , https://doi.org/10.1016/j.ecss.2024.108824 https://doi.org/10.1016/j.ecss.2024.108824 .
Basyuni M , Irmawati , Mubaraq A et al . 2025 . Morphological and molecular monitoring of fishes in the waters of mangrove ecosystems . Global Journal of Environmental Science and Management , 11 ( 2 ): 711 - 732 , https://doi.org/10.22034/gjesm.2025.02.19 https://doi.org/10.22034/gjesm.2025.02.19 .
Bessey C , Jarman S N , Berry O et al . 2020 . Maximizing fish detection with eDNA metabarcoding . Environmental DNA , 2 ( 4 ): 493 - 504 , https://doi.org/10.1002/edn3.74 https://doi.org/10.1002/edn3.74 .
Bolger A M , Lohse M , Usadel B . 2014 . Trimmomatic: a flexible trimmer for Illumina sequence data . Bioinformatics (Oxford, England) , 30 ( 15 ): 2114 - 2120 , https://doi.org/10.1093/bioinformatics/btu170 https://doi.org/10.1093/bioinformatics/btu170 .
Bolyen E , Rideout J R , Dillon M R et al . 2019 . Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2 . Nature Biotechnology , 37 ( 8 ): 852 - 857 , https://doi.org/10.1038/s41587-019-0209-9 https://doi.org/10.1038/s41587-019-0209-9 .
Callahan B J , McMurdie P J , Rosen M J et al . 2016 . DADA2: high-resolution sample inference from Illumina amplicon data . Nature Methods , 13 ( 7 ): 581 - 583 , https://doi.org/10.1038/nmeth.3869 https://doi.org/10.1038/nmeth.3869 .
Cannicci S , Lee S Y , Bravo H et al . 2021 . A functional analysis reveals extremely low redundancy in global mangrove invertebrate fauna . Proceedings of the National Academy of Sciences the United States of America , 118 ( 32 ): e 2016913118 , https://doi.org/10.1073/pnas.2016913118 https://doi.org/10.1073/pnas.2016913118 .
Caswell B A , Dissanayake N G , Frid C L J 2020 . Influence of climate-induced biogeographic range shifts on mudflat ecological functioning in the subtropics. Estuarine , Coastal and Shelf Science , 237 : 106692 , https://doi.org/10.1016/j.ecss.2020.106692 https://doi.org/10.1016/j.ecss.2020.106692 .
Chao A , Gotelli N J , Hsieh T C et al . 2014 . Rarefaction and extrapolation with Hill numbers: a framework for sampling and estimation in species diversity studies . Ecological Monographs , 84 ( 1 ): 45 - 67 , https://doi.org/10.1890/13-0133.1 https://doi.org/10.1890/13-0133.1 .
Chen K S , Chen H S , Chen C Y et al . 2022 . Multivariate analysis of the spatial species diversity of demersal fish assemblages in relation to habitat characteristics in a subtropical national park, Taiwan . Marine Biodiversity , 52 ( 1 ): 4 , https://doi.org/10.1007/s12526-021-01225-5 https://doi.org/10.1007/s12526-021-01225-5 .
Deng J , Zhang X C , Yao X Y et al . 2024 . eDNA metabarcoding reveals differences in fish diversity and community structure in Danjiang River . Scientific Reports , 14 ( 1 ): 29460 , https://doi.org/10.1038/s41598-024-80907-z https://doi.org/10.1038/s41598-024-80907-z .
Deng Y , Jiang Y H , Yang Y F et al . 2012 . Molecular ecological network analyses . BMC Bioinformatics , 13 ( 1 ): 113 , https://doi.org/10.1186/1471-2105-13-113 https://doi.org/10.1186/1471-2105-13-113 .
Duarte C M , Losada I J , Hendriks I E et al . 2013 . The role of coastal plant communities for climate change mitigation and adaptation . Nature Climate Change , 3 ( 11 ): 961 - 968 , https://doi.org/10.1038/NCLIMATE1970 https://doi.org/10.1038/NCLIMATE1970 .
Faunce C H , Serafy J E . 2006 . Mangroves as fish habitat: 50 years of field studies . Marine Ecology Progress Series , 318 : 1 - 18 , https://doi.org/10.3354/meps318001 https://doi.org/10.3354/meps318001 .
Fu Q L , Chen L , Sun D B et al . 2025 . Hydrological connectivity induces changes in macrobenthos functional feeding groups in a typical tidal creek system of the Yellow River Delta . Wetlands , 45 ( 5 ): 45 , https://doi.org/10.1007/s13157-025-01929-5 https://doi.org/10.1007/s13157-025-01929-5 .
Gibson T I , Carvalho G , Ellison A et al . 2023 . Environmental DNA metabarcoding for fish diversity assessment in a macrotidal estuary: a comparison with established fish survey methods. Estuarine , Coastal and Shelf Science , 294 : 108522 , https://doi.org/10.1016/j.ecss.2023.108522 https://doi.org/10.1016/j.ecss.2023.108522 .
Golpour A , Šmejkal M , Čech M et al . 2022 . Similarities and differences in fish community composition accessed by electrofishing, gill netting, seining, trawling, and water eDNA metabarcoding in temperate reservoirs. Frontiers in Ecology and Evolution , 10 : 913279 , https://doi.org/10.3389/fevo.2022.913279 https://doi.org/10.3389/fevo.2022.913279 .
Gu S S , Deng Y , Wang P Y et al . 2023 . Assessing riverine fish community diversity and stability by eDNA metabarcoding. Ecological Indicators , 157 : 111222 , https://doi.org/10.1016/j.ecolind.2023.111222 https://doi.org/10.1016/j.ecolind.2023.111222 .
Hammerl C , Möllmann C , Oesterwind D . 2024 . Identifying fit-for purpose methods for monitoring fish communities. Frontiers in Marine Science , 10 : 1322367 , https://doi.org/10.3389/fmars.2023.1322367 https://doi.org/10.3389/fmars.2023.1322367 .
Hernandez D J , David A S , Menges E S et al . 2021 . Environmental stress destabilizes microbial networks . The ISME Journal , 15 ( 6 ): 1722 - 1734 , https://doi.org/10.1038/s41396-020-00882-x https://doi.org/10.1038/s41396-020-00882-x .
Hernández-Mendoza L C , Escalera-Vázquez L , Arceo-Carranza D . 2022 . Estuarine fish feeding changes as indicator to mangrove restoration success in seasonal karstic wetlands. Frontiers in Forests and Global Change , 4 : 743232 , https://doi.org/10.3389/ffgc.2021.743232 https://doi.org/10.3389/ffgc.2021.743232 .
Herren C M , McMahon K D . 2017 . Cohesion: a method for quantifying the connectivity of microbial communities . The ISME Journal , 11 ( 11 ): 2426 - 2438 , https://doi.org/10.1038/ismej.2017.91 https://doi.org/10.1038/ismej.2017.91 .
How C M , Ip J C H , Deconinck D et al . 2024 . Refining sampling efforts for fish diversity assessment in subtropical urban estuarine and oceanic waters using environmental DNA with multiple primers . Environmental DNA , 6 ( 5 ): e 70013 , https://doi.org/10.1002/edn3.70013 https://doi.org/10.1002/edn3.70013 .
Hsieh T C , Ma K H , Chao A N . 2016 . iNEXT: an R package for rarefaction and extrapolation of species diversity (Hill numbers) . Methods in Ecology and Evolution , 7 ( 12 ): 1451 - 1456 , https://doi.org/10.1111/2041-210X.12613 https://doi.org/10.1111/2041-210X.12613 .
Jackman J M , Sales N G , Benvenuto C et al . 2025 . Performance of eDNA filtration methods for monitoring fish diversity in a hyper-tidal estuary . Environmental DNA , 7 ( 5 ): e 70206 , https://doi.org/10.1002/edn3.70206 https://doi.org/10.1002/edn3.70206 .
James K , Macreadie P I , Burdett H L et al . 2024 . It's time to broaden what we consider a 'blue carbon ecosystem' . Global Change Biology , 30 ( 5 ): e 17261 , https://doi.org/10.1111/gcb.17261 https://doi.org/10.1111/gcb.17261 .
Jiang C P , Wang W Q , Yan S Z et al . 2022 . Assessment of tropical fish stocks using the LBB method in Dongzhaigang Bay, Hainan Island, China . Sustainability , 14 ( 16 ): 9933 , https://doi.org/10.3390/su14169933 https://doi.org/10.3390/su14169933
Jiang C P , Yi M R , Luo Z S et al . 2023 . DNA barcoding the ichthyofauna of the Beibu Gulf: implications for fisheries management in a seafood market hub . Ecology and Evolution , 13 ( 12 ): e 10822 , https://doi.org/10.1002/ece3.10822 https://doi.org/10.1002/ece3.10822 .
Judes C , Gouraud V , Capra H et al . 2021 . Consistent but secondary influence of hydropeaking on stream fish assemblages in space and time . Journal of Ecohydraulics , 6 ( 2 ): 157 - 171 , https://doi.org/10.1080/24705357.2020.1790047 https://doi.org/10.1080/24705357.2020.1790047 .
Klein Z , McCormick J . 2023 . Evaluation of the influence of correcting for gillnet selectivity on the estimation of population parameters . PLoS One , 18 ( 6 ): e 0287434 , https://doi.org/10.1371/journal.pone.0287434 https://doi.org/10.1371/journal.pone.0287434 .
Krueger K L , Hubert W A , Price R M . 1998 . Tandem-set fyke nets for sampling benthic fishes in lakes . North American Journal of Fisheries Management , 18 ( 1 ): 154 - 160 , https://doi.org/10.1577/1548-8675(1998)0180154:TSFNFS2.0.CO;2 https://doi.org/10.1577/1548-8675(1998)0180154:TSFNFS2.0.CO;2 .
Lei J , Liao Y Y , Tang W et al . 2022 . Fish biodiversity in Zhanjiang mangroves national nature reserve, China . Turkish Journal of Zoology , 46 ( 1 ): 74 - 77 , https://doi.org/10.3906/zoo-2104-47 https://doi.org/10.3906/zoo-2104-47 .
Lennon E , Sealey K S . 2022 . Characterizing nearshore fish assemblages from intact and altered mangrove shorelines in Biscayne Bay, Florida, United States. Frontiers in Marine Science , 9 : 894663 , https://doi.org/10.3389/fmars.2022.894663 https://doi.org/10.3389/fmars.2022.894663 .
Leung J Y S 2015 . Habitat heterogeneity affects ecological functions of macrobenthic communities in a mangrove: Implication for the impact of restoration and afforestation . Global Ecology and Conservation , 4 (C): 423 - 433 , https://doi.org/10.1016/j.gecco.2015.08.005 https://doi.org/10.1016/j.gecco.2015.08.005 .
Li Y , Li Q , Zhou K et al . 2016 . Occurrence and distribution of the environmental pollutant antibiotics in Gaoqiao mangrove area, China . Chemosphere , 147 : 25 - 35 , https://doi.org/10.1016/j.chemosphere.2015.12.107 https://doi.org/10.1016/j.chemosphere.2015.12.107 .
Li Y , Wang D P , Huang Y Y et al . 2025 . Unravelling metazoan and fish community patterns in Yujiang River, China: insights from beta diversity partitioning and Co-occurrence network . Diversity , 17 ( 7 ): 488 , https://doi.org/10.3390/d17070488 https://doi.org/10.3390/d17070488 .
Ma Y F , Pan Y B , Liu Q Q et al . 2021 . Co-occurrence patterns and assembly processes of microeukaryotic communities in a semi-enclosed aquaculture bay. Continental Shelf Research , 228 : 104550 , https://doi.org/10.1016/j.csr.2021.104550 https://doi.org/10.1016/j.csr.2021.104550 .
Macher T H , Schütz R , Yildiz A et al . 2023 . Evaluating five primer pairs for environmental DNA metabarcoding of Central European fish species based on mock communities . Metabarcoding and Metagenomics , 7 : e 103856 , https://doi.org/10.3897/mbmg.7.103856 https://doi.org/10.3897/mbmg.7.103856 .
Marley G S A , Deacon A E , Phillip D A T et al . 2020 . Mangrove or mudflat: prioritising fish habitat for conservation in a turbid tropical estuary. Estuarine , Coastal and Shelf Science , 240 : 106788 , https://doi.org/10.1016/j.ecss.2020.106788 https://doi.org/10.1016/j.ecss.2020.106788 .
Mcleod E , Chmura G L , Bouillon S et al . 2011 . A blueprint for blue carbon: toward an improved understanding of the role of vegetated coastal habitats in sequestering CO 2 . Frontiers in Ecology and the Environment , 9 ( 10 ): 552 - 560 , https://doi.org/10.1890/110004 https://doi.org/10.1890/110004 .
Mehdi H , Lau S C , Synyshyn C et al . 2021 . A comparison of passive and active gear in fish community assessments in summer versus winter. Fisheries Research , 242 : 106016 , https://doi.org/10.1016/j.fishres.2021.106016 https://doi.org/10.1016/j.fishres.2021.106016 .
Meijer K J , El-Hacen E-H M , Govers L L et al . 2021 . Mangrove-mudflat connectivity shapes benthic communities in a tropical intertidal system. Ecological Indicators , 130 : 108030 , https://doi.org/10.1016/j.ecolind.2021.108030 https://doi.org/10.1016/j.ecolind.2021.108030 .
Mruzek J L , Budnick W R , Larson C A et al . 2025 . Environmental and spatial effects on co-occurrence network size and taxonomic similarity in stream diatoms, insects and fish . Global Ecology and Biogeography , 34 ( 1 ): e 13935 , https://doi.org/10.1111/geb.13935 https://doi.org/10.1111/geb.13935 .
Ngor P B , Grenouillet G , Phem S et al . 2018 . Spatial and temporal variation in fish community structure and diversity in the largest tropical flood-pulse system of South-East Asia . Ecology of Freshwater Fish , 27 ( 4 ): 1087 - 1100 , https://doi.org/10.1111/eff.12417 https://doi.org/10.1111/eff.12417 .
O'Brien D A , Clements C F . 2025 . Stability metrics behave predictably across data qualities but are sensitive to community size. Biological Conservation , 307 : 111191 , https://doi.org/10.1016/j.biocon.2025.111191 https://doi.org/10.1016/j.biocon.2025.111191 .
Paxton A B , Riley T N , Steenrod C L et al . 2024 . Evidence on the performance of nature-based solutions interventions for coastal protection in biogenic, shallow ecosystems: a systematic map . Environmental Evidence , 13 ( 1 ): 28 , https://doi.org/10.1186/s13750-024-00350-5 https://doi.org/10.1186/s13750-024-00350-5 .
Philpott D E , Villacorta-Rath C , DiBattista J D et al . 2025 . From nets to barcodes: selecting suitable methods for assessing fish and prawn assemblages in seagrass meadows. Marine Environmental Research , 211 : 107395 , https://doi.org/10.1016/j.marenvres.2025.107395 https://doi.org/10.1016/j.marenvres.2025.107395 .
Polanco F A , Richards E , Flück B et al . 2021 . Comparing the performance of 12S mitochondrial primers for fish environmental DNA across ecosystems . Environmental DNA , 3 ( 6 ): 1113 - 1127 , https://doi.org/10.1002/edn3.232 https://doi.org/10.1002/edn3.232 .
Preston J , Debney A , Gamble C et al . 2025 . Seascape connectivity: evidence, knowledge gaps and implications for temperate coastal ecosystem restoration practice and policy . npj Ocean Sustainability , 4 ( 1 ): 33 , https://doi.org/10.1038/s44183-025-00128-3 https://doi.org/10.1038/s44183-025-00128-3
Qiu S T , Ooi J L S , Chen W L et al . 2023 . Heterogeneity of fish taxonomic and functional diversity evaluated by eDNA and gillnet along a mangrove-seagrass-coral reef continuum . Animals , 13 ( 11 ): 1777 , https://doi.org/10.3390/ani13111777 https://doi.org/10.3390/ani13111777 .
Railsback S F , Ayllón D , Harvey B C . 2021 . InSTREAM 7: instream flow assessment and management model for stream trout . River Research and Applications , 37 ( 9 ): 1294 - 1302 , https://doi.org/10.1002/rra.3845 https://doi.org/10.1002/rra.3845 .
Rey A , Viard F , Lizé A et al . 2023 . Coastal rocky reef fish monitoring in the context of the Marine Strategy Framework Directive: environmental DNA metabarcoding complements underwater visual census. Ocean Coastal Management , 241 : 106625 , https://doi.org/10.1016/j.ocecoaman.2023.106625 https://doi.org/10.1016/j.ocecoaman.2023.106625 .
Rourke M L , Fowler A M , Hughes J M et al . 2022 . Environmental DNA (eDNA) as a tool for assessing fish biomass: a review of approaches and future considerations for resource surveys . Environmental DNA , 4 ( 1 ): 9 - 33 , https://doi.org/10.1002/edn3.185 https://doi.org/10.1002/edn3.185 .
Ruan H T , Wang R L , Li H T et al . 2022 . Effects of sampling strategies and DNA extraction methods on eDNA metabarcoding: a case study of estuarine fish diversity monitoring . Zoological Research , 43 ( 2 ): 192 - 204 , https://doi.org/10.24272/j.issn.2095-8137.2021.331 https://doi.org/10.24272/j.issn.2095-8137.2021.331 .
Sasmito S D , Kuzyakov Y , Lubis A A et al . 2020 . Organic carbon burial and sources in soils of coastal mudflat and mangrove ecosystems. CATENA , 187 : 104414 , https://doi.org/10.1016/j.catena.2019.104414 https://doi.org/10.1016/j.catena.2019.104414 .
Scholten T E . 2024 . Centipede Nets Improve Fish Sampling Efficiency and Reveal Unseen Diversity in A Tropical Eastern Pacific Mangrove . Whitworth University , Washington .
Seymour M , Edwards F K , Cosby B J et al . 2020 . Executing multi-taxa eDNA ecological assessment via traditional metrics and interactive networks. Science of the Total Environment , 729 : 138801 , https://doi.org/10.1016/j.scitotenv.2020.138801 https://doi.org/10.1016/j.scitotenv.2020.138801 .
Shaffer M R , Allan E A , Van Cise A M et al . 2025 . Observation bias in metabarcoding . Molecular Ecology Resources , 25 ( 7 ): e 14119 , https://doi.org/10.1111/1755-0998.14119 https://doi.org/10.1111/1755-0998.14119 .
Shaw J L A , Clarke L J , Wedderburn S D et al . 2016 . Comparison of environmental DNA metabarcoding and conventional fish survey methods in a river system . Biological Conservation , 197 : 131 - 138 , https://doi.org/10.1016/j.biocon.2016.03.010 https://doi.org/10.1016/j.biocon.2016.03.010 .
Shen M , Xiao N W , Zhao Z Y et al . 2022 . eDNA metabarcoding as a promising conservation tool to monitor fish diversity in Beijing water systems compared with ground cages . Scientific Reports , 12 ( 1 ): 11113 , https://doi.org/10.1038/s41598-022-15488-w https://doi.org/10.1038/s41598-022-15488-w .
Shen W , Ren H . 2021 . TaxonKit: a practical and efficient NCBI taxonomy toolkit . Journal of Genetics and Genomics , 48 ( 9 ): 844 - 850 , https://doi.org/10.1016/j.jgg.2021.03.006 https://doi.org/10.1016/j.jgg.2021.03.006 .
Shu L , Ludwig A , Peng Z G . 2021 . Environmental DNA metabarcoding primers for freshwater fish detection and quantification: in silico and in tanks . Ecology and Evolution , 11 ( 12 ): 8281 - 8294 , https://doi.org/10.1002/ece3.7658 https://doi.org/10.1002/ece3.7658 .
Silva T A M , Beraud C P C , Lamb P D et al . 2025 . Modelling the spatial bound of an eDNA signal in the marine environment—the effect of local conditions. Frontiers in Marine Science , 12 : 1613001 , https://doi.org/10.3389/fmars.2025.1613001 https://doi.org/10.3389/fmars.2025.1613001 .
Smith C S , Paxton A B , Donaher S E et al . 2021 . Acoustic camera and net surveys reveal that nursery enhancement at living shorelines may be restricted to the marsh platform. Ecological Engineering , 166 : 106232 , https://doi.org/10.1016/j.ecoleng.2021.106232 https://doi.org/10.1016/j.ecoleng.2021.106232 .
Srednick G , Swearer S E . 2024 . Understanding diversity-synchrony-stability relationships in multitrophic communities . Nature Ecology Evolution , 8 ( 7 ): 1259 - 1269 , https://doi.org/10.1038/s41559-024-02419-3 https://doi.org/10.1038/s41559-024-02419-3 .
Sun P P , Zhu M Y , Chen L et al . 2025 . Environmental DNA analysis reveals diverse impacts of organic factors on community stability in aquatic ecosystems . Journal of Environmental Sciences, published OnlineFirst , August 2025 , https://doi.org/10.1016/j.jes.2025.08.030 https://doi.org/10.1016/j.jes.2025.08.030 .
Thomsen P F , Kielgast J , Iversen L L et al . 2012 . Detection of a diverse marine fish fauna using environmental DNA from seawater samples . PloS One , 7 ( 8 ): e41732 . https://doi.org/10.1371/journal.pone.0041732 https://doi.org/10.1371/journal.pone.0041732 .
Trebitz A S , Hoffman J C , Peterson G S et al . 2025 . Fish composition in a complex freshwater estuary: Environmental DNA metabarcoding versus capture surveys . Transactions of the American Fisheries Society , 154 ( 6 ): 657 - 674 , https://doi.org/10.1093/tafafs/vnaf036 https://doi.org/10.1093/tafafs/vnaf036 .
Tse P , Nip T H M , Wong C K . 2008 . Nursery function of mangrove: a comparison with mudflat in terms of fish species composition and fish diet . Estuarine, Coastal and Shelf Science , 80 ( 2 ): 235 - 242 , https://doi.org/10.1016/j.ecss.2008.08.002 https://doi.org/10.1016/j.ecss.2008.08.002 .
Wang B , Jiao L , Ni L L et al . 2024a . Bridging the gap: the integration of eDNA techniques and traditional sampling in fish diversity analysis. Frontiers in Marine Science , 11 : 1289589 , https://doi.org/10.3389/fmars.2024.1289589 https://doi.org/10.3389/fmars.2024.1289589 .
Wang G , Guan D S , Peart M R et al . 2013 . Ecosystem carbon stocks of mangrove forest in Yingluo Bay, Guangdong Province of South China . Forest Ecology and Management , 310 : 539 - 546 , https://doi.org/10.1016/j.foreco.2013.08.045 https://doi.org/10.1016/j.foreco.2013.08.045 .
Wang G , Guan D S , Xiao L et al . 2019a . Ecosystem carbon storage affected by intertidal locations and climatic factors in three estuarine mangrove forests of South China . Regional Environmental Change , 19 ( 6 ): 1701 - 1712 , https://doi.org/10.1007/s10113-019-01515-6 https://doi.org/10.1007/s10113-019-01515-6 .
Wang G , Guan D S , Xiao L et al . 2019b . Changes in mangrove community structures affecting sediment carbon content in Yingluo Bay of South China. Marine Pollution Bulletin , 149 : 110581 , https://doi.org/10.1016/j.marpolbul.2019.110581 https://doi.org/10.1016/j.marpolbul.2019.110581 .
Wang J , Zhang C L , Xue Y et al . 2019c . Spatio-temporal variations in Co-occurrence patterns of fish communities in Haizhou Bay, China: null model analysis . Journal of Ocean University of China , 18 ( 6 ): 1497 - 1506 , https://doi.org/10.1007/s11802-019-4119-8 https://doi.org/10.1007/s11802-019-4119-8 .
Wang M , Huang Z Y , Shi F S et al . 2009 . Are vegetated areas of mangroves attractive to juvenile and small fish? The case of Dongzhaigang Bay, Hainan Island, China . Estuarine, Coastal and Shelf Science , 85 ( 2 ): 208 - 216 , https://doi.org/10.1016/j.ecss.2009.08.022 https://doi.org/10.1016/j.ecss.2009.08.022 .
Wang T , Li C H , Liu Y et al . 2023 . Biodiversity and conservation of fish in the Beibu gulf . Pakistan Journal of Zoology , 56 ( 1 ): 429 - 490 , https://doi.org/10.17582/journal.pjz/20220301040305 https://doi.org/10.17582/journal.pjz/20220301040305 .
Wang X , Wang J Q , Lin L et al . 2024b . Comparison of environmental DNA metabarcoding and a traditional survey method for assessing fish diversity and distribution along salinity gradient in an urban brackish reservoir, China . Biology , 13 ( 11 ): 930 , https://doi.org/10.3390/biology13110930 https://doi.org/10.3390/biology13110930 .
Wang Y M , Gao X Y , Liu J K et al . 2026 . Interplay of habitat heterogeneity and sampling gear in structuring nekton communities: insights from niche overlap and biomass spectra in a mangrove estuary. Continental Shelf Research , 297 : 105629 , https://doi.org/10.1016/j.csr.2025.105629 https://doi.org/10.1016/j.csr.2025.105629 .
Watts D J , Strogatz S H . 1998 . Collective dynamics of 'small-world' networks . Nature , 393 ( 6684 ): 440 - 442 , https://doi.org/10.1038/30918 https://doi.org/10.1038/30918 .
Wu T , Guo J , Li G et al . 2025 . Soil organic carbon contents and their major influencing factors in mangrove tidal flats: a comparison between estuarine and non-estuarine areas . Ecological Processes , 14 ( 1 ): 15 , https://doi.org/10.1186/s13717-025-00581-5 https://doi.org/10.1186/s13717-025-00581-5 .
Xin N , Li Z , Jiang Y W et al . 2024 . Environmental DNA metabarcoding reveals fish diversity, community assembly and one invasive species prevalence in a National Park of Liaohe in September. Frontiers in Marine Science , 11 : 1403700 , https://doi.org/10.3389/fmars.2024.1403700 https://doi.org/10.3389/fmars.2024.1403700 .
Xing B P , Lin H S , Zhang Z L et al . 2018 . DNA barcoding for identification of fish species in the Taiwan Strait . PLoS One , 13 ( 6 ): e 0198109 , https://doi.org/10.1371/journal.pone.0198109 https://doi.org/10.1371/journal.pone.0198109 .
Yang X D , Luo K L , Fu J W et al . 2025 . Fish community resource utilization reveals benthic-pelagic trophic coupling along depth gradients in the Beibu Gulf, South China Sea . Biology , 14 ( 2 ): 207 , https://doi.org/10.3390/biology14020207 https://doi.org/10.3390/biology14020207 .
Yuan M M , Guo X , Wu L W et al . 2021 . Climate warming enhances microbial network complexity and stability . Nature Climate Change , 11 ( 4 ): 343 - 348 , https://doi.org/10.1038/s41558-021-00989-9 https://doi.org/10.1038/s41558-021-00989-9 .
Zhang S , Zhao J D , Yao M . 2020a . A comprehensive and comparative evaluation of primers for metabarcoding eDNA from fish . Methods in Ecology and Evolution , 11 ( 12 ): 1609 - 1625 , https://doi.org/10.1111/2041-210X.13485 https://doi.org/10.1111/2041-210X.13485 .
Zhang S , Zheng Y T , Zhan A B et al . 2022 . Environmental DNA captures native and non-native fish community variations across the lentic and lotic systems of a megacity . Science Advances , 8 ( 6 ): eabk 0097 , https://doi.org/10.1126/sciadv.abk0097 https://doi.org/10.1126/sciadv.abk0097 .
Zhang Y M , Yan S Z , Wang W Q et al . 2020b . Habitat use by fish across tidal cycles in a tropical estuarine mangrove ecosystem (Dongzhaigang Bay, Hainan, China) . Journal of Coastal Research , 37 ( 1 ): 156 - 167 , https://doi.org/10.2112/JCOASTRES-D-20-00046.1 https://doi.org/10.2112/JCOASTRES-D-20-00046.1 .
Zhao J F , Li C H , Wang T et al . 2022a . Distribution pattern of mangrove fish communities in China . Biology , 11 ( 12 ): 1696 , https://doi.org/10.3390/biology11121696 https://doi.org/10.3390/biology11121696 .
Zhao K W , Bao K S , Yan Y et al . 2022b . Spatial distribution of potentially harmful trace elements and ecological risk assessment in Zhanjiang mangrove wetland, South China. Marine Pollution Bulletin , 182 : 114033 , https://doi.org/10.1016/j.marpolbul.2022.114033 https://doi.org/10.1016/j.marpolbul.2022.114033 .
Zhao Y Q , Han Z L , Zhang C R et al . 2024 . Coastal cultural ecosystem services: a bridge between the natural ecosystem and social ecosystem for sustainable development . Land , 13 ( 9 ): 1352 , https://doi.org/10.3390/land13091352 https://doi.org/10.3390/land13091352 .
Zou K S , Chen J W , Ruan H T et al . 2020 . eDNA metabarcoding as a promising conservation tool for monitoring fish diversity in a coastal wetland of the Pearl River Estuary compared to bottom trawling. Science of the Total Environment , 702 : 134704 , https://doi.org/10.1016/j.scitotenv.2019.134704 https://doi.org/10.1016/j.scitotenv.2019.134704 .
0
Views
0
Downloads
0
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621