IMIS - Marine Onderzoeksgroepen | Compendium Kust en Zee

IMIS - Marine Onderzoeksgroepen

[ meld een fout in dit record ] Print deze pagina
LifeWatch observatory data: phytoplankton annotated image library by FlowCam imaging for the Belgian part of the North Sea.
Citeerbaar als data publicatie
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. https://doi.org/10.14284/680
Contact: Lagaisse, Rune ;
Beschikbaarheid: Creative Commons License Deze dataset valt onder een Creative Commons Naamsvermelding 4.0 Internationaal-licentie.
Beschrijving

In the framework of the Lifewatch marine observatory a number of fixed stations in the Belgian Part of the North Sea (BPNS) are sampled for phytoplankton monitoring. Samples are processed using a VS-4 FlowCAM model at 4X magnification, size range imaged is 55-300µm. The identification of the image data is done with the use of a classifier and followed by a manual validation step. These dataset comprises the full annotated image dataset which can be sampled for training of convolutional neural networks. 

Scope
Thema's:
Biologie > Plankton > Fytoplankton
Kernwoorden:
Marien/Kust, Biodiversiteit, Computationele biomodellering en machine learning, Fytoplankton, Imaging, Bacillariophyceae, Ciliophora, Dinophyceae, Prymnesiophyceae
Spreiding in de tijd
Vanaf 1 Mei 2017 [Gestart]
Maandelijks
Taxonomic coverage
Bacillariophyceae [WoRMS]
Ciliophora [WoRMS]
Dinophyceae [WoRMS]
Prymnesiophyceae [WoRMS]
Bijdrage door
Vlaams Instituut voor de Zee (VLIZ), meer, data creator
Lagaisse, Rune
Amadei Martinez, Luz
Decrop, Wout
Deneudt, Klaas
Muyle, Julie
Mortelmans, Jonas
Gerelateerde datasets
Maakt deel uit van:
LifeWatch observatory data: phytoplankton observations by FlowCam imaging in the Belgian Part of the North Sea, meer
Dataset deel:
LifeWatch observatory data: phytoplankton annotated trainingset by FlowCam imaging in the Belgian Part of the North Sea, meer
Project
iMagine: Imaging data and services for aquatic science, meer
LifeWatch: Flemish contribution to LifeWatch.eu, meer
Publicatie
Gebaseerd op deze dataset
Amadei Martínez, L. et al. (2022). Corrigendum to "LifeWatch observatory data: phytoplankton observations in the Belgian Part of the North Sea". Biodiversity Data Journal 10: e81208, meer
Hablützel, P.I. et al. (2021). Exploring new technologies for plankton observations and monitoring of ocean health, in: Kappel, E.S. et al. Frontiers in ocean observing: Documenting ecosystems, understanding environmental changes, forecasting hazards. Oceanography, Suppl. 34(4): pp. 20-25. https://dx.doi.org/10.5670/oceanog.2021.supplement.02-09, meer
Amadei Martínez, L. et al. (2020). LifeWatch observatory data: phytoplankton observations in the Belgian Part of the North Sea. Biodiversity Data Journal 8: e57236. https://dx.doi.org/10.3897/bdj.8.e57236, meer
Dataset status: Gestart
Data type: Data
Data oorsprong: Monitoring
Datum van vrijgave: 2024-10-31
Metadatarecord aangemaakt: 2023-11-30
Informatie laatst gewijzigd: 2024-09-24
Alle informatie in het Integrated Marine Information System (IMIS) valt onder het VLIZ Privacy beleid