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Flemish contribution to LifeWatch.eu
https://www.vliz.be/vmdcdata/midas/cruise.php?thiscamp=117
www.lifewatch.be/
Principal funding codes: 7022 - FWO Strategic Basic Research (SBO)
Acronym: LifeWatch
Period: April 2012
Status: In Progress
 Institutes | Publications | Datasets 
Institutes (2)  Top | Publications | Datasets 
Abstract
This project comprises the Flemish contribution to Lifewatch.eu: a Flemish marine, terrestrial and freshwater biodiversity observatory, models and data systems, including a central species information backbone for LifeWatch.

LifeWatch was established as part of the European Strategy Forum on Research Infrastructure (ESFRI). It is a distributed virtual laboratory and will be used for biodiversity research, for climatological and environmental impact studies, to support the development of ecosystem services and to provide information for policy makers in Europe. This large European infrastructure will consist of several biodiversity observatories, databases, web services and modeling tools. It will be integrating the existing systems, upgrading them were possible and developing new systems where needed.
The construction of the LifeWatch infrastructure started in January 2012. As the LifeWatch European Research Infrastructure Consortium (ERIC) is being shaped, several of the participating countries started constructing the central and regional components.

Flanders is contributing to the central LifeWatch components with a taxonomic backbone, and to the regional components with marine, terrestrial and freshwater observatories, several biodiversity data systems, web services and models. The Flemish contributions to the LifeWatch infrastructure will be coordinated by the Flanders Marine Institute (VLIZ) and the Research Institute for Nature and Forest (INBO).
Datasets (86)  Top | Institutes | Publications 
  • Adriaens T, Decleer K, Devriese H, Lock K, Lambrechts J, San Martin y Gomez G, Piesschaert F, Maes D, Brosens D, Desmet P (2020): Saltabel - Orthoptera in Belgium. v5.7. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Adriaens T, San Martin y Gomez G, Maes D, Brosens D, Desmet P (2021): Belgian Coccinellidae - Ladybird beetles in Belgium. v1.4. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Boets P, Brosens D, Lock K, Adriaens T, Aelterman B, Mertens J, Goethals P L (2021): Alien macroinvertebrates in Flanders, Belgium. v1.9. Ghent University. Dataset/Occurrence., more
  • Breine J, Brosens D (2021): VIS - Estuarine monitoring in Flanders, Belgium (post 2013). v1.12. Research Institute for Nature and Forest (INBO). Dataset/Samplingevent., more
  • Breine J, Verreycken H, De Boeck T, Brosens D, Desmet P (2014): VIS - Fishes in estuarine waters in Flanders, Belgium. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Buysse D (2022): Visdoorgangen - Fish passage places in Flanders, Belgium. v15.4. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Coeck J, Brosens D, Desmet P (2021): Depletion fishing in the rivers Grote Nete and Kleine Nete in Flanders, Belgium. v16.4. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Coeck, J.; Pauwels, I; Verhelst, P; (2017): LifeWatch observatory - Permanent acoustic receiver network in the Western Scheldt, Array 2: Between Borssele and Terneuzen, more
  • Coeck, J.; Pauwels, I; Verhelst, P; (2017): LifeWatch observatory - Permanent acoustic receiver network in the Western Scheldt; Array 3: Between Perkpolder & Hansweert, more
  • De Bie E, Brosens D (2021): InboVeg - NICHE-Vlaanderen groundwater related vegetation relevés for Flanders, Belgium. v1.7. Research Institute for Nature and Forest (INBO). Dataset/Samplingevent., more
  • De Knijf G, Brosens D, Desmet P (2014): Red list of dragonflies in Flanders, Belgium. v2.3. Research Institute for Nature and Forest (INBO). Dataset/Checklist., more
  • Decrop, W., Lagaisse, R., Jonas, M., Muyle, J., Amadei Martínez, L., & Deneudt, K. (2024). LifeWatch observatory data: phytoplankton annotated trainingset by FlowCam imaging in the Belgian Part of the North Sea (Versie v1). Zenodo. https://doi.org/10.5281/zenodo.10554845, more
  • Denys L, Packet J (2016). TestWat - Macroinvertebrates and macrophytes of freshwater bodies in Flanders, Belgium. Version 25.5. Research Institute for Nature and Forest (INBO). Occurrence Dataset, more
  • Devisscher S, Adriaens T, Brosens D, Desmet P (2021): Invasive species - Chinese mitten crab (Eriocheir sinensis) in Flanders, Belgium. v1.8. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Devisscher S, Adriaens T, Brosens D, Huysentruyt F, Driessens G, Desmet P (2021): Zomerganzen - Summering geese management and population counts in Flanders, Belgium. v1.6. Research Institute for Nature and Forest (INBO). Dataset/Samplingevent., more
  • Devisscher S, Adriaens T, Louette G, Brosens D, Desmet P (2021): Invasive species - American bullfrog (Lithobates catesbeianus) in Flanders, Belgium. v1.17. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Devos K, T'Jollyn F, Brosens D, Desmet P (2022): Watervogels - Wintering waterbirds in Flanders, Belgium. v3.11. Research Institute for Nature and Forest (INBO). Dataset/Samplingevent., more
  • Flanders Marine Institute (2022). Maritime Boundaries Geodatabase: Extended Continental Shelves, version 1. Available online at https://www.marineregions.org/., more
  • Flanders Marine Institute (2023). Maritime Boundaries Geodatabase, version 12. Available online at https://www.marineregions.org/, more
  • Flanders Marine Institute (2023). Maritime Boundaries Geodatabase: Archipelagic Waters, version 4. Available online at https://www.marineregions.org/., more
  • Flanders Marine Institute (2023). Maritime Boundaries Geodatabase: Contiguous Zones (24NM), version 4. Available online at https://www.marineregions.org/, more
  • Flanders Marine Institute (2023). Maritime Boundaries Geodatabase: Internal Waters, version 4. Available online at https://www.marineregions.org/., more
  • Flanders Marine Institute (2023). Maritime Boundaries Geodatabase: Maritime Boundaries and Exclusive Economic Zones (200NM), version 12. Available online at https://www.marineregions.org/., more
  • Flanders Marine Institute (2023). Maritime Boundaries Geodatabase: Territorial Seas (12NM), version 4. Available online at https://www.marineregions.org/., more
  • Flanders Marine Institute (2024). Maritime Boundaries Geodatabase: Extended Continental Shelves, version 2. Available online at https://www.marineregions.org/., more
  • Flanders Marine Institute (VLIZ), Belgium (2015): LifeWatch observatory data: long term collections of macrobenthos in the Belgian Part of the North Sea, more
  • Flanders Marine Institute (VLIZ), Belgium (2016): LifeWatch observatory data: genomic observations in the Belgian Part of the North Sea., more
  • Flanders Marine Institute (VLIZ), Belgium (2017): Zooplankton data from Belgian research campaigns in the Southern North Sea (1902-1979)., more
  • Flanders Marine Institute (VLIZ), Belgium (2020): LifeWatch observatory data: monthly CTD temperature and salinity measurements in the Belgian Part of the North Sea, more
  • Flanders Marine Institute (VLIZ), Belgium (2021): LifeWatch observatory data: Broadband acoustic sensor network in the Belgian Part of the North Sea, more
  • Flanders Marine Institute (VLIZ), Belgium (2024): LifeWatch observatory data: nutrient, pigment, suspended matter and secchi measurements in the Belgian Part of the North Sea., more
  • Flanders Marine Institute (VLIZ), Belgium (2024): LifeWatch observatory data: phytoplankton observations by FlowCam imaging in the Belgian Part of the North Sea, more
  • Flanders Marine Institute (VLIZ), Belgium (2024): LifeWatch observatory data: zooplankton observations in the Belgian Part of the North Sea, more
  • Cpodnetwork: Flanders Marine Institute (VLIZ), Belgium; (2021): LifeWatch observatory data: acoustic receivers data from the permanent Cetacean passive acoustic sensor network in the Belgian part of the North Sea. Marine Data Archive., more
  • Flanders Marine Institute (VLIZ), Belgium; (2023): LifeWatch observatory data: permanent Cetacean passive acoustic sensor network in the Belgian part of the North Sea. Marine Data Archive., more
  • Flanders Marine Institute (VLIZ): Belgium; Royal Netherlands Institute for Sea Research (NIOZ); Rijkswaterstaat (RWS): Netherlands; The National Center for Scientific Research (CNRS): France; (2022): Plankton biodiversity data from a LifeWatch/Jerico North Sea Cruise with R/V Simon Stevin in May 2017. Marine Data Archive., more
  • Flanders Marine Institute (VLIZ): Belgium; Royal Netherlands Institute for Sea Research (NIOZ); Rijkswaterstaat (RWS): Netherlands; The National Center for Scientific Research (CNRS): France; (2022): Selected data from the LifeWatch/Jerico North Sea Cruise with R/V Simon Stevin in May 2017. Marine Data Archive., more
  • Gkritzalis, T., Theetaert, H., Cattrijsse, A., ICOS RI, 2021. ICOS OTC FOS Release, BE-FOS-Thornton Buoy, 2018-02-14–2020-07-10, https://hdl.handle.net/11676/n94jijAEWH95fMNn8Mwd4I0M, more
  • Gkritzalis, T., Theetaert, H., Cattrijsse, A.; Flanders Marine Institute (VLIZ); (2021): ICOS BE-SOOP-Simon Stevin data 2013-2020. Marine Data Archive., more
  • Gkritzalis, T.; Theetaert, H.; Mortelmans, J.; Flanders Marine Institute (VLIZ); (2021): VLIZ Stations Carbonate data 2017-2021. Marine Data Archive., more
  • Gkritzalis, T; Theetaert, H; T'Jampens, M; Flanders Marine Institute (VLIZ): Belgium; (2023): VLIZ Thorton buoy 2018 CTD data. Marine Data Archive., more
  • Goossens, J.; Buyse, J.; Reubens, J.; Marine Biology Research Group (Ghent University); Institute for Agricultural and Fisheries Research (ILVO); Flanders Marine Institute (VLIZ): Belgium; (2021): Detection range assessment Belwind offshore wind farm. Marine Data Archive., more
  • Goossens, J.; T'Jampens, M.; Deneudt, K.; Reubens, J.; Flanders Marine Institute: Belgium; (2020): Performance test of a tripod frame for the deployment of acoustic receivers. Marine Data Archive., more
  • Hayward, B.W.; Le Coze, F.; Vachard, D.; Gross, O. (2022). World Foraminifera Database. Accessed at https://www.marinespecies.org/foraminifera on yyyy-mm-dd, more
  • Kociolek, J.P.; Blanco, S.; Coste, M.; Ector, L.; Liu, Y.; Karthick, B.; Kulikovskiy, M.; Lundholm, N.; Ludwig, T.; Potapova, M.; Rimet, F.; Sabbe, K.; Sala, S.; Sar, E.; Taylor, J.; Van de Vijver, B.; Wetzel, C.E.; Williams, D.M.; Witkowski, A.; Witkowski, J. (2022). DiatomBase. Accessed at https://www.diatombase.org on yyyy-mm-dd, more
  • Koks, Ben, Schlaich, Almut, Schaub, Tonio, Klaassen, Raymond, Anselin, Anny, Desmet, Peter, Milotic, Tanja, Janssens, Kjell, & Bouten, Willem. (2022). H_GRONINGEN - Western marsh harriers (Circus aeruginosus, Accipitridae) breeding in Groningen (the Netherlands) [Data set]. Zenodo., more
  • Lagaisse, R.; Flanders Marine Institute: Belgium; (2020): Phytoplankton biodiversity in the Belgian part of the North Sea: a microscopic and molecular inventory, more
  • Lagaisse, Rune, R.; Amadei Martinez, Luz, L.; Decrop, Wout, W.; Deneudt, Klaas, K.; Muyle, Julie, J.; Mortelmans, Jonas, J.; Flanders Marine Institute (VLIZ): Belgium; (2024): LifeWatch observatory data: phytoplankton annotated image library by FlowCam imaging for the Belgian part of the North Sea. Marine Data Archive., more
  • Maes D, Brosens D, Beck O, Van Dyck H, Desmet P, Vlinderwerkgroep Natuurpunt, all butterfly recorders (2016): Vlinderdatabank - Butterflies in Flanders and the Brussels Capital Region, Belgium. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Milotic T, Baltzinger C, Eichberg C, Eycott A, Heurich M, Müller J, Noriega J, Menendez R, Stadler J, Ádám R, Bargmann T, Bilger I, Buse J, Calatayud J, Ciubuc C, Boros G, Jay-Robert P, Kruus M, Merivee E, Miessen G, Must A, Ardali E, Preda E, Rahimi I, Rohwedder D, Slade E, Somay L, Tahmasebi P, Ziani S, Brosens D, Desmet P, Hoffmann M (2017): Dung Beetles of the Western Palaearctic. v1.3. Research Institute for Nature and Forest (INBO). Dataset/Samplingevent., more
  • Mortelmans, J.; Lagaisse, R.; Rombouts, I., Artigas, F.; Hubert, Z.; Gallot, C.; Flanders Marine Institute: Belgium; Centre national de la recherce scientifique: France; (2020): Plankton biodiversity data from a LifeWatch/Jerico North Sea Cruise with R/V Simon Stevin in May 2022, more
  • Mortelmans, J; Flanders Marine Institute: Belgium; (2023): LifeWatch Cruise 21-980: Trip 4096. Marine Data Archive., more
  • Mortelmans, J; Flanders Marine Institute: Belgium; (2023): Lifewatch, APELAFICO Cruise 21-810: Trip 4070. Marine Data Archive., more
  • Mortelmans, J; Ollevier, A; Dillen, N; Flanders Marine Institute: Belgium; (2023): LifeWatch Cruise 21-870: Trip 4079. Marine Data Archive., more
  • Mouton A (2022): Glasaalmigratie - Glass eel migration in the river Yser. v11.4. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Mouton A, Brosens D, Desmet P (2021): Visfauna - Juvenile and adult fishes in riparian habitats along the river Leie in Flanders, Belgium. v9.5. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Mouton A, Brosens D, Desmet P (2021): Visfauna - Juvenile and adult fishes in riparian habitats along the river Yser in Flanders, Belgium. v9.5. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • NA, more
  • Parcerisas C.; Debusschere E.; Flanders Marine Institute (VLIZ): Belgium; (2022): Acoustic data from drifts in the Belgian Part of the North Sea 2020-2021. Marine Data Archive., more
  • Provoost S (2021): PINK - Amphibia monitoring for the permanent surveillance of coastal areas in Flanders, Belgium. v1.9. Research Institute for Nature and Forest (INBO). Dataset/Samplingevent. https://ipt.inbo.be/resource?r=pink-amphibia-events&v=1.9, more
  • Provoost S, Brosens D (2021): PINK - Dragonfly (Odonata) monitoring for the permanent surveillance of coastal areas in Flanders, Belgium. v1.8. Research Institute for Nature and Forest (INBO). Dataset/Samplingevent., more
  • PBARN: Reubens, J.; Hernandez, F; Deneudt, K.; (2017): LifeWatch observatory - Permanent acoustic receiver network in the Belgian Part of the North Sea, more
  • Reubens, J.; Hernandez, F; Deneudt, K.; (2017): LifeWatch observatory - Permanent acoustic receiver network in the Western Scheldt; Array 1: Between Breskens & Vlissingen, more
  • Reubens, J.; Hernandez, F; Deneudt, K.; (2017): LifeWatch observatory - Temporarily acoustic receiver network for range testing, performed in C-Power wind farm; Belgian part of the North Sea, more
  • WRiMS: Rius, M.; Ahyong, S.; Costello, M. J.; Galil, B. S.; Gollasch, S.; Hutchings, P.; Katsanevakis, S.; Lejeusne, C.; Marchini, A.; Occhipinti, A.; Pagad, S.; Poore, G. C. B; Robinson, T. B.; Sterrer, W.; Turon, X.; Willan, R. C.; Zhan, A. (2022). World Register of Introduced Marine Species (WRiMS). Accessed at https://www.marinespecies.org/introduced on yyyy-mm-dd, more
  • Schmidlin, S.; Parcerisas, C.; Watson, M.S.; Hablützel, P.I.; Debusschere, E.; Flanders Marine Institute; Groningen Institute for Evolutionary Life Sciences, University of Groningen; (2024): Sound playback files for oyster Magallana gigas settlement experiment. Marine Data Archive., more
  • Spanoghe, Geert, Desmet, Peter, Milotic, Tanja, Janssens, Kjell, De Regge, Nico, Vanoverbeke, Joost, & Bouten, Willem. (2022). MH_ANTWERPEN - Western marsh harriers (Circus aeruginosus, Accipitridae) breeding near Antwerp (Belgium) [Data set]. Zenodo., more
  • Steeman R, Vanreusel W, Barendse R, Verloove F, Wysmantel N, Van den Bussche W, Gyselinck T, Hendrickx P, Zwaenepoel A, Van Vooren P, Desmet P, Gielen K, Herremans M, Swinnen K, all plant working groups and plant observers (2021): Waarnemingen.be - Plant occurrences in Flanders and the Brussels Capital Region, Belgium. v1.8. Natuurpunt. Dataset/Occurrence., more
  • Steven Pint, & Viviana Otero. (2021). Data, scripts and model output to perform spatiotemporal analysis of plankton drivers in the Belgian part of the North Sea [Data set]. Zenodo. https://doi.org/10.5281/zenodo.6794084, more
  • Stevens M (2022): Trekvis - Migratory fishes in the river Scheldt. v70.8. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Stevens, M.; Everaert, G.; Pint, S.; De Troch, M.; Faculty of Sciences, Ghent University; Flanders Marine Institute: Belgium; (2023): How the Blue Economy affects plankton dynamics in the BPNS: data and scripts. Marine Data Archive., more
  • Stienen, Eric W.M., Desmet, Peter, Milotic, Tanja, Hernandez, Francisco, Deneudt, Klaas, Bouten, Willem, Müller, Wendt, Matheve, Hans, & Lens, Luc. (2022). LBBG_ZEEBRUGGE - Lesser black-backed gulls (Larus fuscus, Laridae) breeding at the southern North Sea coast (Belgium and the Netherlands) [Data set]. Zenodo., more
  • Stienen, Eric W.M., Desmet, Peter, Milotic, Tanja, Hernandez, Francisco, Deneudt, Klaas, Matheve, Hans, & Bouten, Willem. (2022). HG_OOSTENDE - Herring gulls (Larus argentatus, Laridae) breeding at the southern North Sea coast (Belgium) [Data set]. Zenodo., more
  • Van Landuyt W, Vanhecke L, Brosens D (2011) Florabank 1: a grid-based database on vascular plant distribution in the northern part of Belgium (Flanders and the Brussels Capital region). PhytoKeys 12: 59–67., more
  • Van Thuyne G, Breine J (2021): VIS - Reference freshwater monitoring in Flanders, Belgium (post 2013). v1.10. Research Institute for Nature and Forest (INBO). Dataset/Samplingevent., more
  • Van Thuyne G, Breine J, Verreycken H, De Boeck T, Brosens D, Desmet P (2013): VIS - Fishes in inland waters in Flanders, Belgium. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Van den Neucker T, Brosens D, Desmet P (2021): Visherintroductie - Reintroduction of the fishes chub, dace, burbot, and brown trout in Flanders, Belgium. v14.5. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Vanacker S, Brosens D, Desmet P (2021): Loopkevers Grensmaas - Ground beetles near the river Meuse in Flanders, Belgium. v9.4. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Vanreusel W, Barendse R, Steeman R, Gielen K, Swinnen K, Desmet P, Herremans M, all working groups, species validators and observers (2023). Waarnemingen.be - Non-native plant occurrences in Flanders and the Brussels Capital Region, Belgium. Version 1.93. Natuurpunt. Occurrence dataset., more
  • Vanreusel W, Gielen K, Van den Neucker T, Jooris R, Desmet P, all fish observers (2021): Waarnemingen.be - Fish occurrences in Flanders and the Brussels Capital Region, Belgium. v1.7. Natuurpunt. Dataset/Occurrence., more
  • Vanreusel W, Herremans M, Vantieghem P, Gielen K, Desmet P, Swinnen K, Vlinderwerkgroep Natuurpunt, all butterfly recorders (2021): Waarnemingen.be - Butterfly occurrences in Flanders and the Brussels Capital Region, Belgium. v1.10. Natuurpunt. Dataset/Occurrence., more
  • Vanreusel W, Swinnen K, Gielen K, Vercayie D, Driessens G, Veraghtert W, Desmet P, Herremans M, all working groups, species validators and observers (2023). Waarnemingen.be - Non-native animal occurrences in Flanders and the Brussels Capital Region, Belgium. Version 1.94. Natuurpunt. Occurrence dataset., more
  • Vermeersch G, Anselin A, Devos K, Herremans M, Stevens J, Gabriëls J, Van Der Krieken B, Brosens D, Desmet P (2021): Broedvogels - Atlas of the breeding birds in Flanders 2000-2002. v1.6. Research Institute for Nature and Forest (INBO). Dataset/Occurrence., more
  • Vranken, S.; Robuchon, M.; Dekeyzer, S.; Bárbara, I.; Bartsch, I.; Blanfuné, A.; Boudouresque, C.-F.; Decock, W.; Destombe, C.; de Reviers, B.; Díaz-Tapia, P.; Herbst, A.; Julliard, R.; Karez, R.; Kersen, P.; Krueger-Hadfield, S.A.; Kuhlenkamp, R.; Peters, A.F.; Peña, V.; Piñeiro-Corbeira, C.; Rindi, F.; Rousseau, F.; Rueness, J.; Schubert, H.; Sjøtun, K.; Sansón, M.; Smale, D.; Thibaut, T.; Valero, M.; Vandepitte, L.; Vanhoorne, B.; Vergés, A.; Verlaque, M.; Vieira, C.; Le Gall, L.; Leliaert, F.; De Clerck, O. (2022). AlgaeTraits: a trait database for (European) seaweeds., more
  • van der Knaap I.; Slabbekoorn H.; Winter H.V.; Moens T.; Reubens J.; Leiden University, Institute of Behavioral Biology; Wageningen Marine Research: The Netherlands; Marine Biology Research Group - Ugent; Flanders Marine Institute: Belgium; (2020): Evaluating Acoustic Positional Telemetry designs for research on Atlantic cod with seasonally high site fidelity around wind turbines. Marine Data Archive., more
  • LifeWatch observatory - Permanent acoustic receiver network in the Scheldt; between Ghent and Antwerp, more
Publications (4)  Top | Institutes | Datasets 
  • Kok, A.C.M.; Bruil, L.; Berges, B.; Sakinan, S.; Debusschere, E.; Reubens, J.; de Haan, D.; Norro, A.; Slabbekoorn, H. (2021). An echosounder view on the potential effects of impulsive noise pollution on pelagic fish around windfarms in the North Sea. Environ. Pollut. 290: 118063. https://dx.doi.org/10.1016/j.envpol.2021.118063, more
  • Flanders Marine Institute (VLIZ) (2024). Multipurpose seabed moorings: Developed for coastal dynamic seas. Oceanography Suppl. : In prep., more
  • Rogers, P.; Debusschere, E.; de Haan, D.; Martin, B.; Slabbekoorn, H. (2021). North Sea soundscapes from a fish perspective: Directional patterns in particle motion and masking potential from anthropogenic noise. J. Acoust. Soc. Am. 150(3): 2174-2188. https://dx.doi.org/10.1121/10.0006412, more
  • Horton, T.; Marsh, L.; Bett, B.J.; Gates, A.R.; Jones, D.O.B.; Benoist, N.M.A.; Pfeifer, S.; Simon-Lledó, E.; Durden, J.M.; Vandepitte, L.; Appeltans, W. (2021). Recommendations for the standardisation of open taxonomic nomenclature for image-based identifications. Front. Mar. Sci. 8: 620702. https://hdl.handle.net/10.3389/fmars.2021.620702, more
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