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Tarek Ahmed Juffali Research Chair in Red Sea Ecology
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2024

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Spatial variations of nutrient and trace metal concentrations in macroalgae across blue carbon habitats of the Saudi Arabian Red Sea
Year: 2024 DOI:https://doi.org/10.1016/j.scitotenv.2024.177197
Cai, C., Anton, A., Duarte, C.M. and Agusti, S., 2024. Spatial variations of nutrient and trace metal concentrations in macroalgae across blue carbon habitats of the Saudi Arabian Red Sea. Science of The Total Environment, 956, p.177197.
Thuwalamides A–E: polychlorinated amides from the marine sponge Lamellodysidea herbacea collected from the Saudi Arabian Red Sea
Year: 2024 DOI:https://doi.org/10.1016/j.phytochem.2024.114315
Tammam, M.A., Tsoureas, N., Diakaki, D.I., Duarte, C.M., Roussis, V. and Ioannou, E., 2024. Thuwalamides A–E: polychlorinated amides from the marine sponge Lamellodysidea herbacea collected from the Saudi Arabian Red Sea. Phytochemistry, p.114315.
Cost-efficiency and effectiveness of coral restoration pathways
Year: 2024 DOI:https://doi.org/10.1111/rec.14326
Schmidt‐Roach, S., Knorr, T., Roch, C., Klaus, R., Klepac, C., Klein, S.G. and Duarte, C.M., 2024. Cost‐efficiency and effectiveness of coral restoration pathways. Restoration Ecology, p.e14326.
Advancing Global Climate and Biodiversity Goals Through Regenerative Tourism
Year: 2024 DOI:https://doi.org/10.3390/su16209133
Duarte, C.M., Cousins, R., Ficociello, M.A., Williams, I.D. and Khowala, A., 2024. Advancing Global Climate and Biodiversity Goals Through Regenerative Tourism. Sustainability, 16(20), p.9133.
Green turtle tracking leads the discovery of seagrass blue carbon resources.
Year: 2024 DOI:https://doi.org/10.1098/rspb.2024.0502
Mann, Hugo F., Natalie E. Wildermann, Chuancheng Fu, Hector Barrios-Garrido, Takahiro Shimada, Naira Pluma, and Carlos M. Duarte. "Green turtle tracking leads the discovery of seagrass blue carbon resources." Proceedings B 291, no. 2035 (2024): 20240502.
High-resolution, precision mapping of seagrass blue carbon habitat using multi-spectral imaging and aerial LiDAR
Year: 2024 DOI:https://doi.org/10.1016/j.ecss.2024.108832
Ekelund, A., Waddington, A., Harris, S.D., Howe, W., Dersell, C., Josefsson, E., Olszewski, J., Tingåker, T., Yang, E., Duarte, C.M. and Gallagher, A.J., 2024. High-resolution, precision mapping of seagrass blue carbon habitat using multi-spectral imaging and aerial LiDAR. Estuarine, Coastal and Shelf Science, p.108832.
Clonal Growth Patterns in Colonial Anthozoan Corals
Book chapter Year: 2024 DOI:10.1201/9781003477518‑6
Authors: Eleonora Re, Sebastian Schmidt-Roach, Eva Llabres, Tomas Sintes, Carlos M.Duarte
A generalized numerical model for clonal growth in scleractinian coral colonies
Research article Year: 2024 DOI:https://doi.org/10.1098/rspb.2024.1327
Authors: Eva Llabres, Eleonora Re, Naira Pluma, Tomas Sintes, Carlos M.Duarte
Stand age-related effects of mangrove on archaeal methanogenesis in sediments: Community assembly and co-occurrence patterns
Year: 2024 DOI:https://doi.org/10.1016/j.scitotenv.2024.176596
Authors: Lingfang Ni, Jiaping Wu, Hongyue Dang, Carlos M.Duarte, Kai Feng, Ye Deng, Daoqiong Zheng, Dongdong Zhang
High temperature and solar radiation in the Red Sea enhance the dissolution of crude oil from surface films
Year: 2024 DOI:https://doi.org/10.1007/s11356-024-33864-z
Authors: Sreejith Kottuparambil, Ananya Ashok, Patricia Lopez, Maan H. Amad, Carlos M.Duarte, Susana Agusti
Oxygen supersaturation adds resistance to a cnidarian: Symbiodiniaceae holobiont under moderate warming in experimental settings
Year: 2024 DOI:ttps://doi.org/10.3389/fmars.2024.1305674
Authors: Silvia Arossa, Shannon G. Klein, Elisa Garuglieri, Alexandra Steckbauer, Anieka J. Parry, Jaqueline V. Alva Garcia, Taiba Alamoudi, Xinyuang Yang, Shiou-Han Hung, Octavio R. Salazar, Ramona Marasco, Marco Fusi, Manuel Aranda, Daniele Daffonchio, Carlos M.Duarte
Substrate availability may limit the response of tropical bacterioplankton biomass to warming
Year: 2024 DOI:https://doi.org/10.1002/lno.12647
Morán XA, Calleja ML, Baltar F, Silva L, Ansari MI, de Albornoz PC, Duarte CM, Lønborg C. Substrate availability may limit the response of tropical bacterioplankton biomass to warming. Limnology and Oceanography. 2024 Aug 13.
Metabolites from Marine Macroorganisms of the Red Sea Acting as Promoters or Inhibitors of Amylin Aggregation
Year: 2024 DOI:https://doi.org/10.3390/biom14080951
Alghrably M, Tammam MA, Koutsaviti A, Roussis V, Lopez X, Bennici G, Sharfalddin A, Almahasheer H, Duarte CM, Emwas AH, Ioannou E. Metabolites from Marine Macroorganisms of the Red Sea Acting as Promoters or Inhibitors of Amylin Aggregation. Biomolecules. 2024 Aug 6;14(8):951.
The Northern Red Sea (Shushah Island) Coral Health Inferred from Benthic Foraminifers
Year: 2024 DOI:https://doi.org/10.3390/d16080463
Öğretmen N, Angulo-Preckler C, Aranda M, Duarte CM, Westphal H. The Northern Red Sea (Shushah Island) Coral Health Inferred from Benthic Foraminifers. Diversity. 2024 Aug 2;16(8):463.
Assessing patterns of metazoans in the global ocean using environmental DNA
Year: 2024 DOI:https://doi.org/10.1098/rsos.240724
Geraldi NR, Acinas SG, Alam I, Gasol JM, Fernández-de-Puelles ML, Giner CR, Hernández León S, Logares R, Massana R, Sánchez P, Bajic V. Assessing patterns of metazoans in the global ocean using environmental DNA. Royal Society Open Science. 2024 Aug 14;11(8):240724.
Dynamics of CO2 and CH4 fluxes in Red Sea mangrove soils.
Year: 2024 DOI:https://doi.org/10.5194/egusphere-2024-1831
Breavington, J. A. V., Steckbauer, A., Fu, C., Ennasri, M., & Duarte, C. M. (2024). Dynamics of CO2 and CH4 fluxes in Red Sea mangrove soils. https://doi.org/10.5194/egusphere-2024-1831
Significant carbonate burial in The Bahamas seagrass ecosystem
Year: 2024 DOI:https://doi.org/10.1088/1748-9326/ad6a29
Fu C, Frappi S, Havlik MN, Wells H, Harris SD, Laiolo E, Gallagher AJ, Masqué P, Duarte CM. Significant carbonate burial in The Bahamas seagrass ecosystem. Environmental Research Letters. 2024 Sep 1;19(9):094036.
Achieving the Kunming–Montreal global biodiversity targets for blue carbon ecosystems
Year: 2024 DOI:https://doi.org/10.1038/s43017-024-00566-6
Fu, C., Steckbauer, A., Mann, H. et al. Achieving the Kunming–Montreal global biodiversity targets for blue carbon ecosystems. Nat Rev Earth Environ 5, 538–552 (2024). https://doi.org/10.1038/s43017-024-00566-6
Advanced Framework for Animal Sound Classification With Features Optimization
Research article Year: 2024 DOI:https://doi.org/10.48550/arXiv.2407.03440 Focus to learn more
Shipping traffic through the Arctic Ocean: Spatial distribution, seasonal variation, and its dependence on the sea ice extent
Research article Year: 2024 DOI:https://doi.org/10.1016/j.isci.2024.110236
Rodríguez JP, Klemm K, Duarte CM, Eguíluz VM. Shipping traffic through the Arctic Ocean: Spatial distribution, seasonal variation, and its dependence on the sea ice extent. Iscience. 2024 Jul 19;27(7).
Microorganisms Involved in Methylmercury Demethylation and Mercury Reduction are Widely Distributed and Active in the Bathypelagic Deep Ocean Waters
Research article Year: 2024 DOI:https://doi.org/10.1021/acs.est.4c00663
Sanz-Sáez I, Bravo AG, Ferri M, Carreras JM, Sánchez O, Sebastian M, Ruiz-González C, Capo E, Duarte CM, Gasol JM, Sánchez P. Microorganisms Involved in Methylmercury Demethylation and Mercury Reduction are Widely Distributed and Active in the Bathypelagic Deep Ocean Waters. Environmental Science & Technology. 2024 Jul 24.
A sedimentary DNA record of the Atacama Trench reveals biodiversity changes in the most productive marine ecosystem
Research article Year: 2024 DOI:https://doi.org/10.1111/gcb.17412
Rivera Rosas DE, Geraldi NR, Glud RN, Oguri K, Haond SA, Duarte CM. A sedimentary DNA record of the Atacama Trench reveals biodiversity changes in the most productive marine ecosystem. Global Change Biology. 2024 Jul;30(7):e17412.
Novel behavioral observations and body scarring for the bluntnose sixgill shark (Hexanchus griseus) offer clues to reproductive patterns and potential mating events
Data Report Article Year: 2024 DOI:https://doi.org/10.3389/fmars.2024.1305487
Authors: Austin J. Gallagher, Christine De Silva, Denley Delaney, S. David Harris, Brennan T. Phillips, Oliver N. Shipley, James A. Sulikowski, Carlos M.Duarte, Jonatha Giddens
Gallagher, A. J., De Silva, C., Delaney, D., Harris, S. D., Phillips, B. T., Shipley, O. N., ... & Giddens, J. (2024). Novel behavioral observations and body scarring for the bluntnose sixgill shark (Hexanchus griseus) offer clues to reproductive patterns and potential mating events. Frontiers in Marine Science, 11, 1305487.
Lost in the dark: Antipatharia-Symbiodiniaceae association in the deep waters of the Red Sea
Year: 2024
Vicario S, Terraneo TI, Bocanegra Castano C, Chimienti G, Oury N, Vimercati S, Hume BC, Marchese F, Nolan MK, Eweida AA, Purkis SJ. Lost in the dark: Antipatharia-Symbiodiniaceae association in the deep waters of the Red Sea. Frontiers in Marine Science. 2024 Apr 19;11:1330118.
Ocean - The Secret of Planet Earth - Ocean, Health and Human Well-Being
Year: 2024
Duarte CM. Ocean, Health and Human Well-Being. InOcean-The Secret of Planet Earth 2024 May 7 (pp. 87-120). Cham: Springer International Publishing.
Ocean - The Secret of Planet Earth - Impact of Climate Change on the Ocean
Year: 2024
Duarte CM. Impact of Climate Change on the Ocean. In Ocean-The Secret of Planet Earth 2024 May 7 (pp. 175-188). Cham: Springer International Publishing.
Ocean - The Secret of Planet Earth - Conserving and Governing the Ocean
Year: 2024
Duarte CM. Conserving and Governing the Ocean. InOcean-The Secret of Planet Earth 2024 May 7 (pp. 207-230). Cham: Springer International Publishing.
Ocean - The Secret of Planet Earth - Risks Associated with the Ocean
Year: 2024
Duarte CM. Risks Associated with the Ocean. InOcean-The Secret of Planet Earth 2024 May 7 (pp. 121-145). Cham: Springer International Publishing.
Ocean - The Secret of Planet Earth - The Deterioration of the Oceans
Year: 2024
Duarte CM. The Deterioration of the Oceans. InOcean-The Secret of Planet Earth 2024 May 7 (pp. 147-173). Cham: Springer International Publishing.
Ocean - The Secret of Planet Earth - The Ocean in Figures
Year: 2024
Duarte CM. The Ocean in Figures. In Ocean-The Secret of Planet Earth 2024 May 7 (pp. 5-34). Cham: Springer International Publishing.
Ocean - The Secret of Planet Earth - Humanity and the Oceans: A Relationship Through the Ages
Year: 2024
Duarte CM. Humanity and the Oceans: A Relationship Through the Ages. In Ocean-The Secret of Planet Earth 2024 May 7 (pp. 35-86). Cham: Springer International Publishing.
Ocean - The Secret of Planet Earth - Epilogue: The Ocean in the Future of Humanity
Year: 2024
Duarte CM. Epilogue: The Ocean in the Future of Humanity. InOcean-The Secret of Planet Earth 2024 May 7 (pp. 231-235). Cham: Springer International Publishing.
Ocean - The Secret of Planet Earth - Ocean Biodiversity Crisis
Year: 2024
Duarte, CM. Ocean Biodiversity Crisis. (2024) In: Ocean - The Secret of Planet Earth. Springer, Cham.  https://doi.org/10.1007/978-3-031-55979-2_8
Carbon export from seaweed forests to deep ocean sinks
Year: 2024
Filbee-Dexter, K., Pessarrodona, A., Pedersen, M.F. et al. Carbon export from seaweed forests to deep ocean sinks. Nat. Geosci. (2024). https://doi.org/10.1038/s41561-024-01449-7
Identification of suspicious behavior through anomalies in the tracking data of fishing vessels
Year: 2024
Rodríguez JP, Irigoien X, Duarte CM, Eguíluz VM. Identification of suspicious behavior through anomalies in the tracking data of fishing vessels. EPJ Data Science. 2024 Dec 1;13(1):23.
Discernible decline in macroplastic litter inputs to the central eastern Red Sea shoreline during the COVID-19 lockdown
Year: 2024
Martynova A, Valluzzi L, Omar MS, Duarte CM. Discernible decline in macroplastic litter inputs to the central eastern Red Sea shoreline during the COVID-19 lockdown. Marine Pollution Bulletin. 2024 Apr 1;201:116264.
Population genomics unveils the century-old invasion of the Seagrass Halophila stipulacea in the Mediterranean Sea
Year: 2024 DOI:https://doi.org/10.1007/s00227-023-04361-7
García-Escudero, C.A., Tsigenopoulos, C.S., Manousaki, T. et al. Population genomics unveils the century-old invasion of the Seagrass Halophila stipulacea in the Mediterranean Sea. Mar Biol 171, 40 (2024). https://doi.org/10.1007/s00227-023-04361-7
A global database of dissolved organic matter (DOM) concentration measurements in coastal waters (CoastDOM v1)
Year: 2024 DOI:https://doi.org/10.5194/essd-16-1107-2024
 Lønborg, C., Carreira, C., Abril, G., Agustí, S., Amaral, V., Andersson, A., Arístegui, J., Bhadury, P., Bif, M. B., Borges, A. V., Bouillon, S., Calleja, M. Ll., Cotovicz Jr., L. C., Cozzi, S., Doval, M., Duarte, C. M., Eyre, B., Fichot, C. G., García-Martín, E. E., Garzon-Garcia, A., Giani, M., Gonçalves-Araujo, R., Gruber, R., Hansell, D. A., Hashihama, F., He, D., Holding, J. M., Hunter, W. R., Ibánhez, J. S. P., Ibello, V., Jiang, S., Kim, G., Klun, K., Kowalczuk, P., Kubo, A., Lee, C.-W., Lopes, C. B., Maggioni, F., Magni, P., Marrase, C., Martin, P., McCallister, S. L., McCallum, R., Medeiros, P. M., Morán, X. A. G., Muller-Karger, F. E., Myers-Pigg, A., Norli, M., Oakes, J. M., Osterholz, H., Park, H., Lund Paulsen, M., Rosentreter, J. A., Ross, J. D., Rueda-Roa, D., Santinelli, C., Shen, Y., Teira, E., Tinta, T., Uher, G., Wakita, M., Ward, N., Watanabe, K., Xin, Y., Yamashita, Y., Yang, L., Yeo, J., Yuan, H., Zheng, Q., and Álvarez-Salgado, X. A.: A global database of dissolved organic matter (DOM) concentration measurements in coastal waters (CoastDOM v1), Earth Syst. Sci. Data, 16, 1107–1119, https://doi.org/10.5194/essd-16-1107-2024, 2024.
The active free-living bathypelagic microbiome is largely dominated by rare surface taxa
Year: 2024 DOI:doi: 10.1093/ismeco/ycae015
Sebastián M, Giner CR, Balagué V, Gómez-Letona M, Massana R, Logares R, Duarte CM, Gasol JM. The active free-living bathypelagic microbiome is largely dominated by rare surface taxa. ISME Commun. 2024 Jan 23;4(1):ycae015. doi: 10.1093/ismeco/ycae015. PMID: 38456147; PMCID: PMC10919342.
 
Systematic review of the uncertainty of coral reef futures under climate change
Year: 2024 DOI:DOI: 10.1038/s41467-024-46255-2
Klein SG, Roch C, Duarte CM. Systematic review of the uncertainty of coral reef futures under climate change. Nat Commun. 2024 Mar 12;15(1):2224. doi: 10.1038/s41467-024-46255-2. PMID: 38472196; PMCID: PMC10933488.
 
Quantifying mangrove carbon assimilation rates using UAV imagery
Year: 2024 DOI:https://doi.org/10.1038/s41598-024-55090-w
Blanco-Sacristán, J., Johansen, K., Elías-Lara, M. et al. Quantifying mangrove carbon assimilation rates using UAV imagery. Sci Rep 14, 4648 (2024). https://doi.org/10.1038/s41598-024-55090-w
Spatial Variations in Element Concentrations in Saudi Arabian Red Sea Mangrove and Seagrass Ecosystems: A Comparative Analysis for Bioindicator Selection
Year: 2024 DOI:https://doi.org/10.1007/s41748-024-00390-4
Cai, C., Anton, A., Duarte, C.M. et al. Spatial Variations in Element Concentrations in Saudi Arabian Red Sea Mangrove and Seagrass Ecosystems: A Comparative Analysis for Bioindicator Selection. Earth Syst Environ (2024). https://doi.org/10.1007/s41748-024-00390-4
Isolation and Bioactivity Evaluation of Sesquiterpenes from an Alcyonarian of the Genus Lemnalia from the Saudi Arabian Red Sea
Year: 2024 DOI:DOI: 10.1002/cbdv.202400235
Ioannou, E., Koutsaviti, A., Kvasnicová, M., Gonzalez, G., Štenclová, T., Agusti, S., Duarte, C.M., Rarová, L., Strnad, M. and Roussis, V., 2024. Isolation and Bioactivity Evaluation of Sesquiterpenes from an Alcyonarian of the Genus Lemnalia from the Saudi Arabian Red Sea. Chemistry & Biodiversity, p.e202400235.
Deep-ocean seaweed dumping for carbon sequestration: questionable, risky and not the best use of valuable biomass
Year: 2024 DOI:https://doi.org/10.1016/j.oneear.2024.01.013

Chopin, T., B. A. Costa-Pierce, M. Troell, C.L. Hurd, M. J. Costello, S. Backman, A. Buschmann, R. Cuhel, C.M. Duarte, F. Gröndahl, K. Heasman, R. J. Haroun, J. Johansen, A. Jueterbock, M. Lench, S. Lindell, H. Pavia, A.M. Ricart, K.S. Sundell, C. Yarish. 2024. Deep-ocean seaweed dumping for carbon sequestration: questionable, risky and not the best use of valuable biomass. One Earth, https://doi.org/10.1016/j.oneear.2024.01.013.

Marine picoplankton metagenomes and MAGs from eleven vertical profiles obtained by the Malaspina Expedition
Year: 2024 DOI:https://doi.org/10.1038/s41597-024-02974-1
Sanchez, P., F. Coutinho, M. Sebastián, M. Pernice, R. Rodríguez-Martínez, G. Salazar, F. Cornejo-Castillo, S. Pesant, X. López-Alforja, E.-M. López-García, S. Agustí, T. Gojobori, R. Logares, M.M. Sala, D. Vaqué, R. Massana, C.M. Duarte, S. Acinas, and J. M. Gasol. 2023. Marine picoplankton metagenomes and MAGs from eleven vertical profiles obtained by the Malaspina Expedition. Scientific Data 11, 154 (2024). https://doi.org/10.1038/s41597-024-02974-1
Water aging and the quality of organic carbon sources drive niche partitioning of the active bathypelagic prokaryotic microbiome
Year: 2024 DOI:https://doi.org/10.1002/lno.12505
Sebastian, M., P. Sánchez, G. Salazar, X. A. Álvarez-Salgado, Is. Reche, X.A.G. Morán, M.M. Sala, C.M. Duarte, S.G. Acinas and J.M. Gasol. 2023. Water aging and the quality of organic carbon sources drive niche partitioning of the active bathypelagic prokaryotic microbiome. Limnology and Oceanography https://doi.org/10.1002/lno.12505
In situ observation on two ‘elusive’ rhodaliid siphonophores (Cnidaria; Hydrozoa; Siphonophora) from the Red Sea, including a potential new species within the genus Archangelopsis
Year: 2024 DOI:doi: 10.3389/fmars.2024.1338782

Angulo-Preckler C, Steckbauer A, Lim KK, Hissmann K, Pieribone V, Qurban M and Duarte CM (2024) In situ observation on two ‘elusive’ rhodaliid siphonophores (Cnidaria; Hydrozoa; Siphonophora) from the Red Sea, including a potential new species within the genus Archangelopsis. Front. Mar. Sci. 11:1338782.


Distribution of global sea turtle nesting explained from regional-scale coastal characteristics.
Year: 2024 DOI:https://doi.org/10.1038/s41598-023-50239-5
Christiaanse, J.C., J.A. A. Antolínez, A.P. Luijendijk, P. Athanasiou, C.M. Duarte, and S. Aarninkhof. 2023. Distribution of global sea turtle nesting explained from regional-scale coastal characteristics. Scientific Reports 14, 752, https://doi.org/10.1038/s41598-023-50239-5
Atmospheric microfibrous deposition over the Eastern Red Sea coast
Year: 2024 DOI:https://doi.org/10.1016/j.scitotenv.2023.167902
Martynova, A., L. Genchi, S. P. Laptenok, M. Cusack, G.L. Stenchikov, C. Liberale, C.M. Duarte. 2023. Atmospheric microfibrous deposition over the Eastern Red Sea coast. Science of the Total Environment  907: 167902.
Rapid diversification of grey mangroves Avicennia marina driven by geographic isolation and extreme environmental conditions in the Arabian Peninsula.
Year: 2024 DOI:DOI: 10.1111/mec.17260
Fries, G., E.G. Smith, C. E. Lovelock, A. Ortega, A. Marshell. C.M. Duarte, and J. A. Burth. 2023. Rapid diversification of grey mangroves Avicennia marina driven by geographic isolation and extreme environmental conditions in the Arabian Peninsula. Molecular Ecology https://doi.org/10.1111/mec.17260
Environmental drivers of Arctic marine communities based on metabarcoding of sediment eDNA.
Year: 2024 DOI:https://doi.org/10.1098/rspb.2023.1614
Geraldi, N., D. Krause-Jensen, S. B. Ørberg, L. Frühe, M. K. Sejr, J. L.S. Hansen, L. Lund-Hansen, and C. M. Duarte .2023. Environmental drivers of Arctic marine communities based on metabarcoding of sediment eDNA. Proceedings of the Royal Society B.2912023161420231614
Metagenomic probing toward an atlas of the taxonomic and metabolic foundations of the global ocean genome
Research article Year: 2024 DOI:https://doi.org/10.3389/fsci.2023.1038696
Authors: Elisa Laiolo, Intikhab Alam, Mahmut Uludag, Tahira Jamil, Susana Agusti, Silvia G. Acinas, Josep M. Gasol, Takashi Gojobori, Carlos M.Duarte

Laiolo, E., I. Alam, M. Uludag, T. Jamil, S. Agusti, T. Gojobori, S. G. Acinas, J. M. Gasol and C.M. Duarte. 2024. Metagenomic probing toward an atlas of the taxonomic and metabolic foundations of the global ocean genome. Frontiers in Science Front Sci 1:1038696., doi: 10.3389/fsci.2023.1038696

Article hub:https://www.frontiersin.org/journals/science/article-hubs/global-ocean-genome-marine-gene-catalog

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Disentangling microbial networks across pelagic zones in the tropical and subtropical global ocean.
Year: 2024 DOI:https://doi.org/10.1038/s41467-023-44550-y
Logares, R., I. Deutschmann, E. Delage, C. Giner, M. Sebastián, J. Poulain, J. Arístegui, C.M. Duarte, S. Acinas, R. Massana, J.M. Gasol, D. Eveillard, and S. Chaffron. 2023. Disentangling microbial networks across pelagic zones in the tropical and subtropical global ocean.  Nature Communications 15, 126 (2024). https://doi.org/10.1038/s41467-023-44550-y
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