219 Publikationen
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2026 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 3016351
Kourie, Gaby, Zurowietz, Martin, Langenkämper, Daniel, Brembilla, Davide, and Nattkemper, Tim W. “LabelBOT: A Human-in-the-Loop Classification Assistance in the BIIGLE Image Annotation Tool”. IEEE Access 14 (2026): 65161-65180.PUB | PDF | DOI | Download (ext.) | WoS -
2026 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 3017738
Brembilla, Davide, Langenkämper, Daniel, Böhringer, Lilian, Kourie, Gaby, Staab, Jeroen, Gülhan, Salih, Reher, Mads, Schröter, Nicole, and Nattkemper, Tim Wilhelm. “Point-to-Polygon transformation to enhance legacy data”. Frontiers in Marine Science 13 (2026): 1813859.PUB | PDF | DOI | WoS
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2026 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 3019902Clavel-Henry, Morane, Flögel, Sascha, Toma, Daniel M., Llorach-Tó, Gerard, Bahamon, Nixon, Picardi, Giacomo, Francescangeli, Marco, Quevedo, Juliana, Robinson, Nathan J., Ferrari, Michele, Chatzievangelou, Damianos, Sánchez-Márquez, Antoni, Espina, Paula, Ribera-Altimir, Jordi, Mirimin, Luca, Woo, Seonock, Nattkemper, Tim Wilhelm, Fanelli, Emanuela, Gambi, Cristina, Gallegati, Silvia, Marcellini, Francesca, De Luca, Pascuale, Stefanni, Sergio, Menon, Vignesh G., Rossius, Jan-Eike, de Lecea, Ander M., Costa, Corrado, and Aguzzi, Jacopo. “Erratum to < A roadmap for designing a virtual interface to explore a digital twin of the oceans for marine ecosystems monitoring> <Ecological Informatics Volume 92, December 2025, 103483>”. Ecological Informatics 97 (2026): 103880.PUB | DOI | WoS
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2025 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 3011905Clavel-Henry, Morane, Flögel, Sascha, Toma, Daniel M., Llorach-Tó, Gerard, Bahamon, Nixon, Picardi, Giacomo, Francescangeli, Marco, Quevedo, Juliana, Robinson, Nathan J., Ferrari, Michele, Chatzievangelou, Damianos, Sánchez-Márquez, Antoni, Espina, Paula, Ribera-Altimir, Jordi, Mirimin, Luca, Woo, Seonock, Nattkemper, Tim Wilhelm, Fanelli, Emanuela, Gambi, Cristina, Gallegati, Silvia, Marcellini, Francesca, De Luca, Pascuale, Stefanni, Sergio, Menon, Vignesh G., Rossius, Jan-Eike, de Lecea, Ander M., Costa, Corrado, and Aguzzi, Jacopo. “A roadmap for designing a virtual interface to explore a digital twin of the oceans for marine ecosystems monitoring”. Ecological Informatics 92 (2025): 103483.PUB | DOI | WoS
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2025 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 3006589Hanke, Georg, Canals, Miquel, Nakajima, Ryota, Bergmann, Melanie, Galgani, Francois, Li, Daoji, Papatheodorou, George, Pham, Christopher Kim, Amon, Diva J., Angiolillo, Michela, Buhl-Mortensen, Lene, Cau, Alessandro, Consoli, Pierpaolo, Davies, Jaime Selina, Dominguez-Carrió, Carlos, Duarte, Carlos M., Giorgetti, Alessandra, Grøsvik, Bjørn Einar, Gutow, Lars, Huvenne, Veerle A. I., Ioakeimidis, Christos, Komorin, Viktor, Liu, Guangpeng, Lundsten, Lonny, Makarenko, Iryna, Martynova, Anastasiia, Jack, Maria Eugenia Molina, Nattkemper, Tim Wilhelm, Palacz, Artur P., Palma, Marco, Pierdomenico, Martina, Pogojeva, Maria, Ruiz, Marta, Ruiz-Orejón, Luis F, Russell, Josie, Shan, Xiujuan, Valdenegro-Toro, Matias, Vinci, Matteo, Wei, Nian, Woodall, Lucy C., and Zhang, Shoufeng. “Out of sight, but not out of mind: Key issues regarding seafloor macrolitter monitoring: Issued by the expert community "International Seafloor Macrolitter Imaging and Quantification"”. Marine Pollution Bulletin 221 (2025): 118500.PUB | DOI | WoS | PubMed | Europe PMC
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2025 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 3006780Aguzzi, Jacopo, Chatzidouros, Elias, Chatzievangelou, Damianos, Clavel-Henry, Morane, Flögel, Sascha, Bahamon, Nixon, Tangerlini, Michael, Thomsen, Laurenz, Picardi, Giacomo, Navarro, Joan, Masmitja, Ivan, Robinson, Nathan J., Nattkemper, Tim Wilhelm, Stefanni, Sergio, Quintana, José, Campos, Ricard, García, Rafael, Fanelli, Emanuela, Francescangeli, Marco, Mirimin, Luca, Danovaro, Roberto, Toma, Daniel Mihai, Del Rio-Fernandez, Joaquín, Martinez, Enoc, Baños, Pol, Prat, Oriol, Sarria, David, Carandell, Matias, White, Jonathan, Parissis, Thomas, Panagiotidou, Stavroula, Quevedo, Juliana, Gallegati, Silvia, Grinyó, Jordi, Simon-Lledó, Erik, Company, Joan B., and Doyle, Jennifer. “A digital-twin strategy using robots for marine ecosystem monitoring”. Ecological Informatics 91 (2025): 103409.PUB | DOI | WoS
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2025 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 3002933
Langenkämper, Daniel, Mogstad, Aksel Alstad, Nilssen, Ingunn, and Nattkemper, Tim Wilhelm. “ECO(VI) SE: Expert-computer vision integration for visual coral status exploration”. Ecological Informatics 89 (2025): 103162.PUB | PDF | DOI | Download (ext.)
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2025 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 3002873
Tan, Mingkun, Langenkämper, Daniel, Kloster, Michael, and Nattkemper, Tim Wilhelm. “Scaling down annotation needs: The capacity of self-supervised learning on diatom classification”. iScience 28.4 (2025): 112236.PUB | PDF | DOI | WoS | PubMed | Europe PMC
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2994713
Venkataramanan, Aishwarya, Kloster, Michael, Burfeid-Castellanos, Andrea, Dani, Mimoza, Mayombo, Ntambwe A S, Vidakovic, Danijela, Langenkämper, Daniel, Tan, Mingkun, Pradalier, Cedric, Nattkemper, Tim Wilhelm, Laviale, Martin, and Beszteri, Bánk. ““UDE DIATOMS in the Wild 2024”: a new image dataset of freshwater diatoms for training deep learning models”. GigaScience 13 (2024).PUB | PDF | DOI | WoS | PubMed | Europe PMC
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2993464Grinyó, Jordi, Aguzzi, Jacopo, Ortenzi, Luciano, Kenchington, Ellen, Violino, Simona, Hanz, Ulrike, Santín, Andreu, Nattkemper, Tim Wilhelm, and Mienis, Furu. “What do glass sponges do when no one is looking? Vazella pourtalesii: Responses to sediment deposition, passive locomotion, and contracting behavior”. Deep Sea Research Part I: Oceanographic Research Papers 213 (2024): 104388.PUB | DOI | WoS
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2992869
Langenkämper, Daniel, Buhl-Mortensen, Pål, Nilssen, Ingunn, and Nattkemper, Tim Wilhelm. “New ecological knowledge of the bubblegum coral Paragorgia arborea (L. 1758) using computer vision”. Discover Oceans 1.1 (2024): 21.PUB | PDF | DOI
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2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2989135
Cuvelier, Daphne, Zurowietz, Martin, and Nattkemper, Tim Wilhelm. “Deep learning–assisted biodiversity assessment in deep-sea benthic megafauna communities: a case study in the context of polymetallic nodule mining”. Frontiers in Marine Science 11 (2024).PUB | PDF | DOI | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981135
van Kevelaer, Robin, Langenkämper, Daniel, Nilssen, Ingunn, Buhl-Mortensen, Pål, and Nattkemper, Tim Wilhelm. “A data science approach for multi-sensor marine observatory data monitoring cold water corals (Paragorgia arborea) in two campaigns”. PLOS ONE 18.7 (2023): e0282723.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2984580Rogers, Alex David, Appiah-Madson, Hannah, Ardron, Jeff A., Bax, Nicholas J., Bhadury, Punyasloke, Brandt, Angelika, Buttigieg, Pier-Luigi, De Clerck, Olivier, Delgado, Claudia, Distel, Daniel L., Glover, Adrian, Gobin, Judith, Guilhon, Maila, Hampton, Shannon, Harden-Davies, Harriet, Hebert, Paul, Hynes, Lisa, Lowe, Miranda, MacIntyre, Sandy, Madduppa, Hawis, de Azevedo Mazzuco, Ana Carolina, McCallum, Anna, McOwen, Chris, Nattkemper, Tim Wilhelm, Odido, Mika, O'Hara, Tim, Osborn, Karen, Pouponneau, Angelique, Provoost, Pieter, Rabone, Muriel, Ramirez-Llodra, Eva, Scott, Lucy, Sink, Kerry Jennifer, Turk, Daniela, Watanabe, Hiromi Kayama, Weatherdon, Lauren V., Wernberg, Thomas, Williams, Suzanne, Woodall, Lucy, Wright, Dawn J., Zeppilli, Daniela, and Steeds, Oliver. “Accelerating ocean species discovery and laying the foundations for the future of marine biodiversity research and monitoring”. Frontiers in Marine Science 10 (2023): 1224471.PUB | DOI | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979717Momber, Andreas W., Langenkämper, Daniel, Möller, Torben, and Nattkemper, Tim Wilhelm. “The exploration and annotation of large amounts of visual inspection data for protective coating systems on stationary marine steel structures”. Ocean Engineering 278 (2023): 114337.PUB | DOI | WoS
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2969165
Kloster, Michael, Burfeid-Castellanos, Andrea M., Langenkämper, Daniel, Nattkemper, Tim Wilhelm, and Beszteri, Bánk. “Improving deep learning-based segmentation of diatoms in gigapixel-sized virtual slides by object-based tile positioning and object integrity constraint”. PLOS ONE 18.2 (2023): e0272103.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2968512Momber, Andreas, Langenkämper, Daniel, Möller, Torben, and Nattkemper, Tim Wilhelm. “Eine Online-Plattform für die Verarbeitung digitaler visueller Daten zur Zustandsbeschreibung von Beschichtungssystemen an maritimen Stahlbauten”. Stahlbau (2023).PUB | DOI | WoS
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964311
Tzanakis, Konstantinos, Nattkemper, Tim Wilhelm, Niehaus, Karsten, and Albaum, Stefan. “MetHoS: a platform for large-scale processing, storage and analysis of metabolomics data”. BMC Bioinformatics 23.1 (2022): 267.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2965093
Langenkämper, Daniel, Mogstad, Aksel Alstad, Hansen, Ingrid Myrnes, Baussant, Thierry, Bergsagel, Oystein, Nilssen, Ingunn, Frost, Tone Karin, and Nattkemper, Tim Wilhelm. “Exploring time series of hyperspectral images for cold water coral stress response analysis”. PLoS ONE 17.8 (2022): e0272408.PUB | PDF | DOI | WoS | PubMed | Europe PMC
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964556
Tan, Mingkun, Langenkämper, Daniel, and Nattkemper, Tim Wilhelm. “The Impact of Data Augmentations on Deep Learning-Based Marine Object Classification in Benthic Image Transects”. Sensors 22.14 (2022): 5383.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC