Upscaled diurnal cycles of land–atmosphere fluxes: a new global half-hourly data product
Bodesheim, Paul, Jung, Martin, Gans, Fabian, Mahecha, Miguel D, Reichstein, Markus
Published in Earth system science data (20.07.2018)
Published in Earth system science data (20.07.2018)
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Journal Article
Towards a multisensor station for automated biodiversity monitoring
Wägele, J.Wolfgang, Bodesheim, Paul, Bourlat, Sarah J., Denzler, Joachim, Diepenbroek, Michael, Fonseca, Vera, Frommolt, Karl-Heinz, Geiger, Matthias F., Gemeinholzer, Birgit, Glöckner, Frank Oliver, Haucke, Timm, Kirse, Ameli, Kölpin, Alexander, Kostadinov, Ivaylo, Kühl, Hjalmar S., Kurth, Frank, Lasseck, Mario, Liedke, Sascha, Losch, Florian, Müller, Sandra, Petrovskaya, Natalia, Piotrowski, Krzysztof, Radig, Bernd, Scherber, Christoph, Schoppmann, Lukas, Schulz, Jan, Steinhage, Volker, Tschan, Georg F., Vautz, Wolfgang, Velotto, Domenico, Weigend, Maximilian, Wildermann, Stefan
Published in Basic and applied ecology (01.03.2022)
Published in Basic and applied ecology (01.03.2022)
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Journal Article
Diagnosing the Dynamics of Observed and Simulated Ecosystem Gross Primary Productivity with Time Causal Information Theory Quantifiers
Sippel, Sebastian, Lange, Holger, Mahecha, Miguel D, Hauhs, Michael, Bodesheim, Paul, Kaminski, Thomas, Gans, Fabian, Rosso, Osvaldo A
Published in PloS one (20.10.2016)
Published in PloS one (20.10.2016)
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Journal Article
Predicting spatiotemporal variability in radial tree growth at the continental scale with machine learning
Bodesheim, Paul, Babst, Flurin, Frank, David C., Hartl, Claudia, Zang, Christian S., Jung, Martin, Reichstein, Markus, Mahecha, Miguel D.
Published in Environmental Data Science (2022)
Published in Environmental Data Science (2022)
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Journal Article
Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques
Flach, Milan, Gans, Fabian, Brenning, Alexander, Denzler, Joachim, Reichstein, Markus, Rodner, Erik, Bathiany, Sebastian, Bodesheim, Paul, Guanche, Yanira, Sippel, Sebastian, Mahecha, Miguel D
Published in Earth system dynamics (08.08.2017)
Published in Earth system dynamics (08.08.2017)
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Journal Article
Emerging technologies revolutionise insect ecology and monitoring
van Klink, Roel, August, Tom, Bas, Yves, Bodesheim, Paul, Bonn, Aletta, Fossøy, Frode, Høye, Toke T., Jongejans, Eelke, Menz, Myles H.M., Miraldo, Andreia, Roslin, Tomas, Roy, Helen E., Ruczyński, Ireneusz, Schigel, Dmitry, Schäffler, Livia, Sheard, Julie K., Svenningsen, Cecilie, Tschan, Georg F., Wäldchen, Jana, Zizka, Vera M.A., Åström, Jens, Bowler, Diana E.
Published in Trends in ecology & evolution (Amsterdam) (01.10.2022)
Published in Trends in ecology & evolution (Amsterdam) (01.10.2022)
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Journal Article
Kernel Null Space Methods for Novelty Detection
Bodesheim, Paul, Freytag, Alexander, Rodner, Erik, Kemmler, Michael, Denzler, Joachim
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2013)
Published in 2013 IEEE Conference on Computer Vision and Pattern Recognition (01.06.2013)
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Conference Proceeding
When tree rings go global: Challenges and opportunities for retro- and prospective insight
Babst, Flurin, Bodesheim, Paul, Charney, Noah, Friend, Andrew D., Girardin, Martin P., Klesse, Stefan, Moore, David J.P., Seftigen, Kristina, Björklund, Jesper, Bouriaud, Olivier, Dawson, Andria, DeRose, R. Justin, Dietze, Michael C., Eckes, Annemarie H., Enquist, Brian, Frank, David C., Mahecha, Miguel D., Poulter, Benjamin, Record, Sydne, Trouet, Valerie, Turton, Rachael H., Zhang, Zhen, Evans, Margaret E.K.
Published in Quaternary science reviews (01.10.2018)
Published in Quaternary science reviews (01.10.2018)
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Journal Article
Determining the community composition of herbaceous species from images using convolutional neural networks
Körschens, Matthias, Bucher, Solveig Franziska, Bodesheim, Paul, Ulrich, Josephine, Denzler, Joachim, Römermann, Christine
Published in Ecological informatics (01.05.2024)
Published in Ecological informatics (01.05.2024)
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Journal Article
Pre-trained models are not enough: active and lifelong learning is important for long-term visual monitoring of mammals in biodiversity research—Individual identification and attribute prediction with image features from deep neural networks and decoupled decision models applied to elephants and great apes
Bodesheim, Paul, Blunk, Jan, Körschens, Matthias, Brust, Clemens-Alexander, Käding, Christoph, Denzler, Joachim
Published in Mammalian biology : Zeitschrift für Säugetierkunde (01.06.2022)
Published in Mammalian biology : Zeitschrift für Säugetierkunde (01.06.2022)
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Journal Article
Occlusion-Robustness of Convolutional Neural Networks via Inverted Cutout
Korschens, Matthias, Bodesheim, Paul, Denzler, Joachim
Published in 2022 26th International Conference on Pattern Recognition (ICPR) (21.08.2022)
Published in 2022 26th International Conference on Pattern Recognition (ICPR) (21.08.2022)
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Conference Proceeding
Improved Tree-Ring Archives Will Support Earth-System Science
Babst, Flurin, Poulter, Benjamin, Bodesheim, Paul, Mahecha, Miguel D., Frank, David C.
Published in Nature ecology & evolution (24.01.2017)
Published in Nature ecology & evolution (24.01.2017)
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Journal Article
Local Novelty Detection in Multi-class Recognition Problems
Bodesheim, Paul, Freytag, Alexander, Rodner, Erik, Denzler, Joachim
Published in 2015 IEEE Winter Conference on Applications of Computer Vision (01.01.2015)
Published in 2015 IEEE Winter Conference on Applications of Computer Vision (01.01.2015)
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Conference Proceeding
Earth system data cubes unravel global multivariate dynamics
Mahecha, Miguel D, Gans, Fabian, Brandt, Gunnar, Christiansen, Rune, Cornell, Sarah E, Fomferra, Normann, Kraemer, Guido, Peters, Jonas, Bodesheim, Paul, Camps-Valls, Gustau, Donges, Jonathan F, Dorigo, Wouter, Estupinan-Suarez, Lina M, Gutierrez-Velez, Victor H, Gutwin, Martin, Jung, Martin, Londoño, Maria C, Miralles, Diego G, Papastefanou, Phillip, Reichstein, Markus
Published in Earth system dynamics (25.02.2020)
Published in Earth system dynamics (25.02.2020)
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Journal Article
Automated Visual Large Scale Monitoring of Faunal Biodiversity
Radig, Bernd, Bodesheim, Paul, Korsch, Dimitri, Denzler, Joachim, Haucke, Timm, Klasen, Morris, Steinhage, Volker
Published in Pattern recognition and image analysis (01.07.2021)
Published in Pattern recognition and image analysis (01.07.2021)
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Journal Article