ORIGINAL RESEARCH
From Methodological Foundations to Biodiversity Applications: A Comprehensive Analysis of Environmental DNA Research Trends (1992–2024)
,
 
,
 
Fangze Zi 3,4
,
 
,
 
,
 
 
 
More details
Hide details
1
College of Water Sciences, Beijing Normal University, Beijing 100875, China
 
2
State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China
 
3
College of Life Sciences and Technology, Tarim University, Alar 843300, China
 
4
College of Material Science and Engineering, Beijing University of Chemical Technology, Beijing 100029, China
 
5
College of Ecology, Lanzhou University, Lanzhou 730000, China
 
6
Command Center for Comprehensive Survey of Natural Resources, China Geological Survey Bureau, Beijing 100055, China
 
 
Submission date: 2025-01-19
 
 
Final revision date: 2025-04-25
 
 
Acceptance date: 2025-05-17
 
 
Online publication date: 2025-08-21
 
 
Corresponding author
Jiang Chang   

State Key Laboratory of Environmental Criteria and Risk Assessment, Chinese Research Academy of Environmental Sciences, Beijing 100012, China
 
 
Junsheng Li   

Command Center for Comprehensive Survey of Natural Resources, China Geological Survey Bureau, Beijing 100055, China
 
 
 
KEYWORDS
TOPICS
ABSTRACT
Over the last decade, environmental DNA (eDNA)-based bioassessment has emerged as one of the most rapidly evolving and widely adopted methodologies in biodiversity research. In this context, we present a comprehensive overview of the eDNA research field based on a bibliometric analysis of 4524 documents published between 1992 and 2024. The journals with the most published articles on eDNA were Environmental DNA, PLOS ONE, and Molecular Ecology Resources. The countries with the most eDNA publications were the United States, China, and Japan. The structural topic modeling method employed allowed us to identify the main research topics, their interrelationships, and their temporal dynamics. Based on the temporal change in research topics, the application of eDNA research has shifted from methodological research to biodiversity and community research since 1992. The results were interpreted to provide insights into the current state of the eDNA research field, shedding light on the advancements, challenges, and potential applications of eDNA metabarcoding.
CONFLICT OF INTEREST
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
REFERENCES (91)
1.
THOMSEN P.F., KIELGAST J.O.S., IVERSEN L.L., WIUF C., RASMUSSEN M., GILBERT M.T.P., ORLANDO L., WILLERSLEV E. Monitoring endangered freshwater biodiversity using environmental DNA. Molecular Ecology. 21 (11), 2565, 2012. https://doi.org/10.1111/j.1365....
 
2.
TABERLET P., BONIN A., ZINGER L., COISSAC E. Environmental DNA: For Biodiversity Research and Monitoring. Oxford University Press, 2018. https://doi.org/10.1093/oso/97....
 
3.
DEINER K., FRONHOFER E.A., MÄCHLER E., WALSER J.-C., ALTERMATT F. Environmental DNA reveals that rivers are conveyer belts of biodiversity information. Nature Communications. 7 (1), 12544, 2016. https://doi.org/10.1038/ncomms....
 
4.
VALENTINI A., TABERLET P., MIAUD C., CIVADE R., HERDER J., THOMSEN P.F., BELLEMAIN E., BESNARD A., COISSAC E., BOYER F., GABORIAUD C., JEAN P., POULET N., ROSET N., COPP G.H., GENIEZ P., PONT D., ARGILLIER C., BAUDOIN J.-M., PEROUX T., CRIVELLI A.J., OLIVIER A., ACQUEBERGE M., LE BRUN M., MØLLER P.R., WILLERSLEV E., DEJEAN T. Next-generation monitoring of aquatic biodiversity using environmental DNA metabarcoding. Molecular Ecology. 25 (4), 929, 2016. https://doi.org/10.1111/mec.13....
 
5.
TABERLET P., COISSAC E., HAJIBABAEI M., RIESEBERG L.H. Environmental DNA. Molecular Ecology. 21 (8), 1789, 2012. https://doi.org/10.1111/j.1365....
 
6.
BAILIFF M.D., KARL D.M. Dissolved and particulate DNA dynamics during a spring bloom in the Antarctic Peninsula region, 1986-1987. Deep Sea Research Part A. Oceanographic Research Papers. 38 (8), 1077, 1991. https://doi.org/10.1016/0198-0....
 
7.
PAUL J.H., KELLOGG C.A., JIANG S.C. Viruses and DNA in Marine Environments. Springer: Boston, US, pp. 115, 1996. https://doi.org/10.1007/978-0-....
 
8.
RONDON M.R., AUGUST P.R., BETTERMANN A.D., BRADY S.F., GROSSMAN T.H., LILES M.R., LOIACONO K.A., LYNCH B.A., MACNEIL I.A., MINOR C., TIONG C.L., GILMAN M., OSBURNE M.S., CLARDY J., HANDELSMAN J., GOODMAN R.M. Cloning the soil metagenome: a strategy for accessing the genetic and functional diversity of uncultured microorganisms. Applied and Environmental Microbiology. 66 (6), 2541, 2000. https://doi.org/10.1128/AEM.66....
 
9.
HANDELSMAN J. Metagenomics: Application of Genomics to Uncultured Microorganisms. Microbiology and Molecular Biology Reviews. 68 (4), 669, 2004. https://doi.org/10.1128/MMBR.6....
 
10.
LERAY M., YANG J.Y., MEYER C.P., MILLS S.C., AGUDELO N., RANWEZ V., BOEHM J.T., MACHIDA R.J. A new versatile primer set targeting a short fragment of the mitochondrial COI region for metabarcoding metazoan diversity: application for characterizing coral reef fish gut contents. Frontiers in Zoology. 10 (1), 34, 2013. https://doi.org/10.1186/1742-9....
 
11.
ELBRECHT V., VAMOS E.E., MEISSNER K., AROVIITA J., LEESE F. Assessing strengths and weaknesses of DNA metabarcoding-based macroinvertebrate identification for routine stream monitoring. Methods in Ecology and Evolution. 8 (10), 1265, 2017. https://doi.org/10.1111/2041-2....
 
12.
DÍAZ-FERGUSON E.E., MOYER G.R. History, applications, methodological issues and perspectives for the use environmental DNA (eDNA) in marine and freshwater environments. Revista de Biología Tropical. 62 (4), 1273, 2014. https://doi.org/10.15517/rbt.v....
 
13.
FICETOLA G.F., MIAUD C., POMPANON F., TABERLET P. Species detection using environmental DNA from water samples. Biology Letters. 4 (4), 423, 2008. https://doi.org/10.1098/rsbl.2....
 
14.
STAT M., HUGGETT M.J., BERNASCONI R., DIBATTISTA J.D., BERRY T.E., NEWMAN S.J., HARVEY E.S., BUNCE M. Ecosystem biomonitoring with eDNA: metabarcoding across the tree of life in a tropical marine environment. Scientific Reports. 7 (1), 12240, 2017. https://doi.org/10.1038/s41598....
 
15.
GOLDBERG C.S., TURNER C.R., DEINER K., KLYMUS K.E., THOMSEN P.F., MURPHY M.A., SPEAR S.F., MCKEE A., OYLER-MCCANCE S.J., CORNMAN R.S., LARAMIE M.B., MAHON A.R., LANCE R.F., PILLIOD D.S., STRICKLER K.M., WAITS L.P., FREMIER A.K., TAKAHARA T., HERDER J.E., TABERLET P. Critical considerations for the application of environmental DNA methods to detect aquatic species. Methods in Ecology and Evolution. 7 (11), 1299, 2016. https://doi.org/10.1111/2041-2....
 
16.
DEINER K., BIK H.M., MÄCHLER E., SEYMOUR M., LACOURSIÈRE-ROUSSEL A., ALTERMATT F., CREER S., BISTA I., LODGE D.M., DE VERE N., PFRENDER M.E., BERNATCHEZ L. Environmental DNA metabarcoding: Transforming how we survey animal and plant communities. Molecular Ecology. 26 (21), 5872, 2017. https://doi.org/10.1111/mec.14....
 
17.
EICHMILLER J.J., MILLER L.M., SORENSEN P.W. Optimizing techniques to capture and extract environmental DNA for detection and quantification of fish. Molecular Ecology Resources. 16 (1), 56, 2016. https://doi.org/10.1111/1755-0....
 
18.
REID A.J., CARLSON A.K., CREED I.F., ELIASON E.J., GELL P.A., JOHNSON P.T.J., KIDD K.A., MACCORMACK T.J., OLDEN J.D., ORMEROD S.J., SMOL J.P., TAYLOR W.W., TOCKNER K., VERMAIRE J.C., DUDGEON D., COOKE S.J. Emerging threats and persistent conservation challenges for freshwater biodiversity. Biological Reviews. 94 (3), 849, 2019. https://doi.org/10.1111/brv.12....
 
19.
BANERJEE P., STEWART K.A., ANTOGNAZZA C.M., BUNHOLI I.V., DEINER K., BARNES M.A., SAHA S., VERDIER H., DOI H., MAITY J.P., CHAN M.W.Y., CHEN C.Y. Plant-animal interactions in the era of environmental DNA (eDNA)-A review. Environmental DNA. 4 (5), 987, 2022. https://doi.org/10.1002/edn3.3....
 
20.
KARTZINEL T.R., CHEN P.A., COVERDALE T.C., ERICKSON D.L., KRESS W.J., KUZMINA M.L., RUBENSTEIN D.I., WANG W., PRINGLE R.M. DNA metabarcoding illuminates dietary niche partitioning by African large herbivores. Proceedings of the National Academy of Sciences. 112 (26), 8019, 2015. https://doi.org/10.1073/pnas.1....
 
21.
LYNGGAARD C., BERTELSEN M.F., JENSEN C.V., JOHNSON M.S., FRØSLEV T.G., OLSEN M.T., BOHMANN K. Airborne environmental DNA for terrestrial vertebrate community monitoring. Current Biology. 32 (3), 701, 2022. https://doi.org/10.1016/j.cub.....
 
22.
JARMAN S.N., BERRY O., BUNCE M. The value of environmental DNA biobanking for long-term biomonitoring. Nature Ecology & Evolution. 2 (8), 1192, 2018. https://doi.org/10.1038/s41559....
 
23.
COBLE A.A., FLINDERS C.A., HOMYACK J.A., PENALUNA B.E., CRONN R.C., WEITEMIER K. eDNA as a tool for identifying freshwater species in sustainable forestry: A critical review and potential future applications. Science of The Total Environment. 649, 1157, 2019. https://doi.org/10.1016/j.scit....
 
24.
REES H.C., MADDISON B.C., MIDDLEDITCH D.J., PATMORE J.R.M., GOUGH K.C., CRISPO E. REVIEW: The detection of aquatic animal species using environmental DNA - a review of eDNA as a survey tool in ecology. Journal of Applied Ecology. 51 (5), 1450, 2014. https://doi.org/10.1111/1365-2....
 
25.
ROURKE M.L., FOWLER A.M., HUGHES J.M., BROADHURST M.K., DIBATTISTA J.D., FIELDER S., WILKES WALBURN J., FURLAN E.M. 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, 2022. https://doi.org/10.1002/edn3.1....
 
26.
SUAREZ-BREGUA P., ÁLVAREZ-GONZÁLEZ M., PARSONS K.M., ROTLLANT J., PIERCE G.J., SAAVEDRA C. Environmental DNA (eDNA) for monitoring marine mammals: Challenges and opportunities. Frontiers in Marine Science. 9, 2022. https://doi.org/10.3389/fmars.....
 
27.
SUN X., GUO N., GAO J., XIAO N. Using eDNA to survey amphibians: Methods, applications, and challenges. Biotechnology and Bioengineering. 121 (2), 456, 2024. https://doi.org/10.1002/bit.28....
 
28.
ZHANG Y., CHEN Y. Research trends and areas of focus on the Chinese Loess Plateau: A bibliometric analysis during 1991-2018. CATENA. 194, 104798, 2020. https://doi.org/10.1016/j.cate....
 
29.
ARIA M., CUCCURULLO C. Bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics. 11 (4), 959, 2017. https://doi.org/10.1016/j.joi.....
 
30.
ROBERTS M.E., STEWART B.M., TINGLEY D., LUCAS C., LEDER-LUIS J., GADARIAN S.K., ALBERTSON B., RAND D.G. Structural Topic Models for Open-Ended Survey Responses. American Journal of Political Science. 58 (4), 1064, 2014. https://doi.org/10.1111/ajps.1....
 
31.
HEBERLING J.M., PRATHER L.A., TONSOR S.J. The Changing Uses of Herbarium Data in an Era of Global Change: An Overview Using Automated Content Analysis. BioScience. 69 (10), 812, 2019. https://doi.org/10.1093/biosci....
 
32.
HEBERLING J.M., MILLER J.T., NOESGAARD D., WEINGART S.B., SCHIGEL D. Data integration enables global biodiversity synthesis. Proceedings of the National Academy of Sciences. 118 (6), 2021. https://doi.org/10.1073/pnas.2....
 
33.
PAN R.K., KASKI K., FORTUNATO S. World citation and collaboration networks: uncovering the role of geography in science. Scientific Reports. 2 (1), 902, 2012. https://doi.org/10.1038/srep00....
 
34.
OSBORN A.M., MOORE E.R.B., TIMMIS K.N. An evaluation of terminal-restriction fragment length polymorphism (T-RFLP) analysis for the study of microbial community structure and dynamics. Environmental Microbiology. 2 (1), 39, 2000. https://doi.org/10.1046/j.1462....
 
35.
JERDE C.L., MAHON A.R., CHADDERTON W.L., LODGE D.M. “Sight-unseen” detection of rare aquatic species using environmental DNA. Conservation Letters. 4 (2), 150, 2011. https://doi.org/10.1111/j.1755....
 
36.
BLACKMAN R.C., HO H.-C., WALSER J.-C., ALTERMATT F. Spatio-temporal patterns of multitrophic biodiversity and food-web characteristics uncovered across a river catchment using environmental DNA. Communications Biology. 5 (1), 259, 2022. https://doi.org/10.1038/s42003....
 
37.
LI F., GUO F., GAO W., CAI Y., ZHANG Y., YANG Z. Environmental DNA Biomonitoring Reveals the Interactive Effects of Dams and Nutrient Enrichment on Aquatic Multitrophic Communities. Environmental Science & Technology. 56 (23), 16952, 2022. https://doi.org/10.1021/acs.es....
 
38.
RUPPERT K.M., KLINE R.J., RAHMAN M.S. Past, present, and future perspectives of environmental DNA (eDNA) metabarcoding: A systematic review in methods, monitoring, and applications of global eDNA. Global Ecology and Conservation. 17, e00547, 2019. https://doi.org/10.1016/j.gecc....
 
39.
SCHENEKAR T. The current state of eDNA research in freshwater ecosystems: are we shifting from the developmental phase to standard application in biomonitoring? Hydrobiologia. 850 (6), 1263, 2023. https://doi.org/10.1007/s10750....
 
40.
BENG K.C., CORLETT R.T. Applications of environmental DNA (eDNA) in ecology and conservation: opportunities, challenges and prospects. Biodiversity and Conservation. 29 (7), 2089, 2020. https://doi.org/10.1007/s10531....
 
41.
HUANG S., YOSHITAKE K., WATABE S., ASAKAWA S. Environmental DNA study on aquatic ecosystem monitoring and management: Recent advances and prospects. Journal of Environmental Management. 323, 116310, 2022. https://doi.org/10.1016/j.jenv....
 
42.
LO L.S.H., LIU X., LIU H., SHAO M., QIAN P.-Y., CHENG J. Aquaculture bacterial pathogen database: Pathogen monitoring and screening in coastal waters using environmental DNA. Water Research X. 20, 100194, 2023. https://doi.org/10.1016/j.wroa....
 
43.
KOLDA A., GAVRILOVIĆ A., JUG-DUJAKOVIĆ J., LJUBEŠIĆ Z., EL-MATBOULI M., LILLEHAUG A., LONČAREVIĆ S., PERIĆ L., KNEŽEVIĆ D., VUKIĆ LUŠIĆ D., KAPETANOVIĆ D. Profiling of bacterial assemblages in the marine cage farm environment, with implications on fish, human and ecosystem health. Ecological Indicators. 118, 106785, 2020. https://doi.org/10.1016/j.ecol....
 
44.
BASS D., CHRISTISON K.W., STENTIFORD G.D., COOK L.S.J., HARTIKAINEN H. Environmental DNA/RNA for pathogen and parasite detection, surveillance, and ecology. Trends in Parasitology. 39 (4), 285, 2023. https://doi.org/10.1016/j.pt.2....
 
45.
AMARASIRI M., FURUKAWA T., NAKAJIMA F., SEI K. Pathogens and disease vectors/hosts monitoring in aquatic environments: Potential of using eDNA/eRNA based approach. Science of The Total Environment. 796, 148810, 2021. https://doi.org/10.1016/j.scit....
 
46.
HANSEN B.K., BEKKEVOLD D., CLAUSEN L.W., NIELSEN E.E. The sceptical optimist: challenges and perspectives for the application of environmental DNA in marine fisheries. Fish and Fisheries. 19 (5), 751, 2018. https://doi.org/10.1111/faf.12....
 
47.
RATTANARAT J., JAROENSUTASINEE M., JAROENSUTASINEE K., SAWASDEE A., SPARROW E.B. Nursery habitat requirements for the blue swimming crab: Implications for larval development. Journal of Human, Earth, and Future. 5 (3), 306, 2024. https://doi.org/10.28991/HEF-2....
 
48.
JAROENSUTASINEE K., JAROENSUTASINEE M., DETRATTANAWICHAI S., SPARROW E. Factors Affecting Population Density and Mound Distribution of Mud Lobsters, Thalassina spp. Emerging Science Journal. 8 (1), 169, 2024. https://doi.org/10.28991/ESJ-2....
 
49.
BUNHOLI I.V., FOSTER N.R., CASEY J.M. Environmental DNA and RNA in aquatic community ecology: Toward methodological standardization. Environmental DNA. 5 (6), 1133, 2023. https://doi.org/10.1002/edn3.4....
 
50.
YAO M., ZHANG S., LU Q., CHEN X., ZHANG S.-Y., KONG Y., ZHAO J. Fishing for fish environmental DNA: Ecological applications, methodological considerations, surveying designs, and ways forward. Molecular Ecology. 31 (20), 5132, 2022. https://doi.org/10.1111/mec.16....
 
51.
NAGARAJAN R.P., BEDWELL M., HOLMES A.E., SANCHES T., ACUÑA S., BAERWALD M., BARNES M.A., BLANKENSHIP S., CONNON R.E., DEINER K., GILLE D., GOLDBERG C.S., HUNTER M.E., JERDE C.L., LUIKART G., MEYER R.S., WATTS A., SCHREIER A. Environmental DNA Methods for Ecological Monitoring and Biodiversity Assessment in Estuaries. Estuaries and Coasts. 45 (7), 2254, 2022. https://doi.org/10.1007/s12237....
 
52.
COLLINS R.A., WANGENSTEEN O.S., O'GORMAN E.J., MARIANI S., SIMS D.W., GENNER M.J. Persistence of environmental DNA in marine systems. Communications Biology. 1 (1), 185, 2018. https://doi.org/10.1038/s42003....
 
53.
BARNES M.A., TURNER C.R. The ecology of environmental DNA and implications for conservation genetics. Conservation Genetics. 17 (1), 1, 2016. https://doi.org/10.1007/s10592....
 
54.
SEYMOUR M. Rapid progression and future of environmental DNA research. Communications Biology. 2 (1), 80, 2019. https://doi.org/10.1038/s42003....
 
55.
HARRISON J.B., SUNDAY J.M., ROGERS S.M. Predicting the fate of eDNA in the environment and implications for studying biodiversity. Proceedings of the Royal Society B: Biological Sciences. 286 (1915), 20191409, 2019. https://doi.org/10.1098/rspb.2....
 
56.
TAKAHASHI M., SACCÒ M., KESTEL J.H., NESTER G., CAMPBELL M.A., VAN DER HEYDE M., HEYDENRYCH M.J., JUSZKIEWICZ D.J., NEVILL P., DAWKINS K.L., BESSEY C., FERNANDES K., MILLER H., POWER M., MOUSAVI-DERAZMAHALLEH M., NEWTON J.P., WHITE N.E., RICHARDS Z.T., ALLENTOFT M.E. Aquatic environmental DNA: A review of the macro-organismal biomonitoring revolution. Science of The Total Environment. 873, 162322, 2023. https://doi.org/10.1016/j.scit....
 
57.
IP Y.C.A., CHANG J.J.M., TUN K.P.P., MEIER R., HUANG D. Multispecies environmental DNA metabarcoding sheds light on annual coral spawning events. Molecular Ecology. 32 (23), 6474, 2023. https://doi.org/10.1111/mec.16....
 
58.
ALEXANDER J.B., BUNCE M., WHITE N., WILKINSON S.P., ADAM A.A.S., BERRY T., STAT M., THOMAS L., NEWMAN S.J., DUGAL L., RICHARDS Z.T. Development of a multi-assay approach for monitoring coral diversity using eDNA metabarcoding. Coral Reefs. 39 (1), 159, 2020. https://doi.org/10.1007/s00338....
 
59.
ZINGER L., BONIN A., ALSOS I.G., BÁLINT M., BIK H., BOYER F., CHARITON A.A., CREER S., COISSAC E., DEAGLE B.E., DE BARBA M., DICKIE I.A., DUMBRELL A.J., FICETOLA G.F., FIERER N., FUMAGALLI L., GILBERT M.T.P., JARMAN S., JUMPPONEN A., KAUSERUD H., ORLANDO L., PANSU J., PAWLOWSKI J., TEDERSOO L., THOMSEN P.F., WILLERSLEV E., TABERLET P. DNA metabarcoding-Need for robust experimental designs to draw sound ecological conclusions. Molecular Ecology. 28 (8), 1857, 2019. https://doi.org/10.1111/mec.15....
 
60.
PIÑOL J., SENAR M.A., SYMONDSON W.O.C. The choice of universal primers and the characteristics of the species mixture determine when DNA metabarcoding can be quantitative. Molecular Ecology. 28 (2), 407, 2019. https://doi.org/10.1111/mec.14....
 
61.
POLLITT L., KORBEL K., DABOVIC J., CHARITON A., HOSE G.C. Can eDNA be an indicator of tree groundwater use? A perspective. Marine and Freshwater Research. 74 (5), 423, 2023. https://doi.org/10.1071/MF2129....
 
62.
HARPER L.R., BUXTON A.S., REES H.C., BRUCE K., BRYS R., HALFMAERTEN D., READ D.S., WATSON H.V., SAYER C.D., JONES E.P., PRIESTLEY V., MÄCHLER E., MÚRRIA C., GARCÉS-PASTOR S., MEDUPIN C., BURGESS K., BENSON G., BOONHAM N., GRIFFITHS R.A., LAWSON HANDLEY L., HÄNFLING B. Prospects and challenges of environmental DNA (eDNA) monitoring in freshwater ponds. Hydrobiologia. 826 (1), 25, 2019. https://doi.org/10.1007/s10750....
 
63.
PAWLOWSKI J., KELLY-QUINN M., ALTERMATT F., APOTHÉLOZ-PERRET-GENTIL L., BEJA P., BOGGERO A., BORJA A., BOUCHEZ A., CORDIER T., DOMAIZON I., FEIO M.J., FILIPE A.F., FORNAROLI R., GRAF W., HERDER J., VAN DER HOORN B., IWAN JONES J., SAGOVA-MARECKOVA M., MORITZ C., BARQUÍN J., PIGGOTT J.J., PINNA M., RIMET F., RINKEVICH B., SOUSA-SANTOS C., SPECCHIA V., TROBAJO R., VASSELON V., VITECEK S., ZIMMERMAN J., WEIGAND A., LEESE F., KAHLERT M. The future of biotic indices in the ecogenomic era: Integrating (e)DNA metabarcoding in biological assessment of aquatic ecosystems. Science of The Total Environment. 637-638, 1295, 2018. https://doi.org/10.1016/j.scit....
 
64.
ZHU M., YANG N., LI Y., ZHANG W., WANG L., NIU L., WANG L., ZHANG H. Assessing the effects of cascade dams on river ecological status using multispecies interaction-based index of biotic integrity (Mt-IBI). Journal of Environmental Management. 299, 113585, 2021. https://doi.org/10.1016/j.jenv....
 
65.
HU H., WEI X.Y., LIU L., WANG Y.B., JIA H.J., BU L.K., PEI D.S. Supervised machine learning improves general applicability of eDNA metabarcoding for reservoir health monitoring. Water Research. 246, 120686, 2023. https://doi.org/10.1016/j.watr....
 
66.
SONG T., ZI F., HUANG Y., FANG L., ZHANG Y., LIU Y., CHANG J., LI J. Assessment of Aquatic Ecosystem Health in the Irtysh River Basin Using eDNA Metabarcoding. Water. 17 (2), 246, 2025. https://doi.org/10.3390/w17020....
 
67.
GU S., CHEN K., JIN X., LI W., CHEN X., XIONG J., TANG M., JIANG C., XIONG J., LI T., ZHANG Q., CUI Y., ZENG H., HE S., WANG Y., MIAO W. Development, applications, and standardization of environmental DNA monitoring technology for aquatic organisms. Acta Hydrobiologica Sinica. 48 (8), 1443, 2024.
 
68.
AI Q., YUAN H., WANG Y., LI C. Estimation of Species Abundance Based on the Number of Segregating Sites Using Environmental DNA (eDNA). Molecular Ecology Resources. e14076, 2025. https://doi.org/10.1101/2024.0....
 
69.
ROWNEY F.M., BRENNAN G.L., SKJOTH C.A., GRIFFITH G.W., MCINNES R.N., CLEWLOW Y., ADAMS-GROOM B., BARBER A., DE VERE N., ECONOMOU T., HEGARTY M., HANLON H.M., JONES L., KURGANSKIY A., PETCH G.M., POTTER C., RAFIQ A.M., WARNER A., POLLER G.E.N.C., WHEELER B., OSBORNE N.J., CREER S. Environmental DNA reveals links between abundance and composition of airborne grass pollen and respiratory health. Current Biology. 31 (9), 1995, 2021. https://doi.org/10.1016/j.cub.....
 
70.
LYNGGAARD C., FRØSLEV T.G., JOHNSON M.S., OLSEN M.T., BOHMANN K. Airborne environmental DNA captures terrestrial vertebrate diversity in nature. Molecular Ecology Resources. 24 (1), e13840, 2024. https://doi.org/10.1111/1755-0....
 
71.
GALANIS A., VARDAKAS P., RECZKO M., HAROKOPOS V., HATZIS P., SKOULAKIS E.M.C., PAVLOPOULOS G.A., PATALANO S. Bee foraging preferences, microbiota and pathogens revealed by direct shotgun metagenomics of honey. Molecular Ecology Resources. 22 (7), 2506, 2022. https://doi.org/10.1111/1755-0....
 
72.
HENNE A., SCHMITZ RUTH A., BÖMEKE M., GOTTSCHALK G., DANIEL R. Screening of Environmental DNA Libraries for the Presence of Genes Conferring Lipolytic Activity on Escherichia coli. Applied and Environmental Microbiology. 66 (7), 3113, 2000. https://doi.org/10.1128/AEM.66....
 
73.
COURTOIS S., CAPPELLANO C.M., BALL M., FRANCOU F.-X., NORMAND P., HELYNCK G., MARTINEZ A., KOLVEK S.J., HOPKE J., OSBURNE M.S., AUGUST P.R., NALIN R., GUÉRINEAU M., JEANNIN P., SIMONET P., PERNODET J.-L. Recombinant Environmental Libraries Provide Access to Microbial Diversity for Drug Discovery from Natural Products. Applied and Environmental Microbiology. 69 (1), 49, 2003. https://doi.org/10.1128/AEM.69....
 
74.
BERRY D., BEN MAHFOUDH K., WAGNER M., LOY A. Barcoded Primers Used in Multiplex Amplicon Pyrosequencing Bias Amplification. Applied and Environmental Microbiology. 77 (21), 7846, 2011. https://doi.org/10.1128/AEM.05....
 
75.
GRIFFITHS R.I., WHITELEY A.S., O'DONNELL A.G., BAILEY M.J. Rapid Method for Coextraction of DNA and RNA from Natural Environments for Analysis of Ribosomal DNA- and rRNA-Based Microbial Community Composition. Applied and Environmental Microbiology. 66 (12), 5488, 2000. https://doi.org/10.1128/AEM.66....
 
76.
THOMSEN P.F., WILLERSLEV E. Environmental DNA - An emerging tool in conservation for monitoring past and present biodiversity. Biological Conservation. 183, 4, 2015. https://doi.org/10.1016/j.bioc....
 
77.
BOHMANN K., EVANS A., GILBERT M.T.P., CARVALHO G.R., CREER S., KNAPP M., YU D.W., DE BRUYN M. Environmental DNA for wildlife biology and biodiversity monitoring. Trends in Ecology & Evolution. 29 (6), 358, 2014. https://doi.org/10.1016/j.tree....
 
78.
THOMSEN P.F., KIELGAST J., IVERSEN L.L., MØLLER P.R., RASMUSSEN M., WILLERSLEV E. Detection of a Diverse Marine Fish Fauna Using Environmental DNA from Seawater Samples. PLoS One. 7 (8), e41732, 2012. https://doi.org/10.1371/journa....
 
79.
TAKAHARA T., MINAMOTO T., YAMANAKA H., DOI H., KAWABATA Z.I. Estimation of Fish Biomass Using Environmental DNA. PLoS One. 7 (4), e35868, 2012. https://doi.org/10.1371/journa....
 
80.
PIRET G., FUNG F.M., FULLERTON J., FICO G., PONKRATOV D., CHEN W., LATORRE D., WAN K.Y., AGHAEEPOUR N., WELGRYN J., RAZI A., SILVEYRA P., ALTUN A., JURKOWSKA R.Z., HUGHES A.C., WOLFRAM J. A call to action to address escalating global threats to academic research. The Innovation. 2025. https://doi.org/10.1016/j.xinn....
 
81.
NUÑEZ M.A., AMANO T. Monolingual searches can limit and bias results in global literature reviews. Nature Ecology & Evolution. 5 (3), 264, 2021. https://doi.org/10.1038/s41559....
 
82.
HANNAH K., HADDAWAY N.R., FULLER R.A., AMANO T. Language inclusion in ecological systematic reviews and maps: Barriers and perspectives. Research Synthesis Methods. 15 (3), 466, 2024. https://doi.org/10.1002/jrsm.1....
 
83.
NUÑEZ M.A., BARLOW J., CADOTTE M., LUCAS K., NEWTON E., PETTORELLI N., STEPHENS P.A. Assessing the uneven global distribution of readership, submissions and publications in applied ecology: Obvious problems without obvious solutions. Journal of Applied Ecology. 56 (1), 4, 2019. https://doi.org/10.1111/1365-2....
 
84.
LU S., ZENG H., XIONG F., YAO M., HE S. Advances in environmental DNA monitoring: standardization, automation, and emerging technologies in aquatic ecosystems. Science China Life Sciences. 67 (7), 1368, 2024. https://doi.org/10.1007/s11427....
 
85.
ZHANG H., YANG J., ZHANG L., GU X., ZHANG X. Citizen science meets eDNA: A new boom in research exploring urban wetland biodiversity. Environmental Science and Ecotechnology. 16, 100275, 2023. https://doi.org/10.1016/j.ese.....
 
86.
WEIGAND H., BEERMANN A.J., ČIAMPOR F., COSTA F.O., CSABAI Z., DUARTE S., GEIGER M.F., GRABOWSKI M., RIMET F., RULIK B., STRAND M., SZUCSICH N., WEIGAND A.M., WILLASSEN E., WYLER S.A., BOUCHEZ A., BORJA A., ČIAMPOROVÁ-ZAŤOVIČOVÁ Z., FERREIRA S., DIJKSTRA K.-D.B., EISENDLE U., FREYHOF J., GADAWSKI P., GRAF W., HAEGERBAEUMER A., VAN DER HOORN B.B., JAPOSHVILI B., KERESZTES L., KESKIN E., LEESE F., MACHER J.N., MAMOS T., PAZ G., PEŠIĆ V., PFANNKUCHEN D.M., PFANNKUCHEN M.A., PRICE B.W., RINKEVICH B., TEIXEIRA M.A.L., VÁRBÍRÓ G., EKREM T. DNA barcode reference libraries for the monitoring of aquatic biota in Europe: Gap-analysis and recommendations for future work. Science of The Total Environment. 678, 499, 2019. https://doi.org/10.1016/j.scit....
 
87.
COCCIA M., WANG L. Evolution and convergence of the patterns of international scientific collaboration. Proceedings of the National Academy of Sciences. 113 (8), 2057, 2016. https://doi.org/10.1073/pnas.1....
 
88.
ZHOU P., PENG X. Delving into the deep: China launches global collaboration program for advancing hadal science. The Innovation Geoscience. 1 (2), 100028, 2023. https://doi.org/10.59717/j.xin....
 
89.
NARAIN D., MARON M., TEO H.C., HUSSEY K., LECHNER A.M. Best-practice biodiversity safeguards for Belt and Road Initiative's financiers. Nature Sustainability. 3 (8), 650, 2020. https://doi.org/10.1038/s41893....
 
90.
LI C., WAN Y., XU Z., FAN X., SHUAI C., YU X., TAN Y. Impacts and Pathways of the Belt and Road Initiative on Sustainable Development Goals of the Involved Countries. Sustainable Development. 32 (4), 2976, 2023. https://doi.org/10.1002/sd.281....
 
91.
MASON N., WARD M., WATSON J.E.M., VENTER O., RUNTING R.K. Global opportunities and challenges for transboundary conservation. Nature Ecology & Evolution. 4 (5), 694, 2020. https://doi.org/10.1038/s41559....
 
eISSN:2083-5906
ISSN:1230-1485
Journals System - logo
Scroll to top