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Anne‐Katrin Mahlein

julich research centre

45H-index
161Paper Count
9.7KCitation Count
Published Papers 42
Publication Date
Image-based automated identification of SBR-transmitting planthoppers on sticky traps
err2026-05-13
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errOAAI
errOkole, Nathan; Ispizua Yamati, Facundo Ramon; Gupta, Ayan; Shoaei, Zahra; Eini, Omid; Varrelmann, Mark; Paulus, Stefan; Mahlein, Anne-Katrin
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Autonomously estimating leaf parameters of sugarbeet plants in real agricultural environments
err2026-05-07
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errOAAI
errElias Marks; Jonas Bömer; Federico Magistri; Matteo Sodano; Anne-Katrin Mahlein; Jens Behley; Cyrill Stachniss
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Spatio-temporal 4D phenotyping for automated morphological genotype differentiation of sugar beet
err2026-04-25
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errOAAI
errJonas Bömer; Elias Marks; Facundo Ramón Ispizua Yamati; Cyrill Stachniss; Stefan Paulus; Anne-Katrin Mahlein
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Sun-induced fluorescence responses to structural and physiological effects caused by the Cercospora leaf spot in sugar beet
err2026-04-01
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errKonche, Deepthi; Romero, Juan Manuel; Yamati, Facundo Ramon Ispizua; Bomer, Jonas; Askin, Ilgaz; Jedmowski, Christoph; Mahlein, Anne-Katrin; Rascher, Uwe; Muller, Onno
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Phenotyping of Syndrome Basses Richesses in Sugar Beet by Morphological and Spectral Traits
err2026-01-01
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PREAI
errDetring, Justus; Bomer, Jonas; Gupta, Ayan; Eini, Omid; Mahlein, Anne-Katrin
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Opportunities and Challenges in Combining Optical Sensing and Epidemiological Modeling
err2025-09-01
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PREAI
errMikaberidze, Alexey; Cruz, C. D.; Zerihun, Ayalsew; Barreto, Abel; Beck, Pieter; Calderon, Rocio; Camino, Carlos; Campbell, Rebecca E.; Delalieux, Stephanie K. L.; Fabre, Frederic; Falla, Elin; Fraser, Stuart; Gold, Kaitlin M.; Gongora-Canul, Carlos; Hamelin, Frederic; Harteveld, Dalphy O. C.; Hong, Cheng-Fang; Leclerc, Melen; Lee, Da-Young; Lobo Jr, Murillo; Mahlein, Anne-Katrin; McLay, Emily; Melloy, Paul; Parnell, Stephen; Rascher, Uwe; Rich, Jack; Salotti, Irene; Soubeyrand, Samuel; Sprague, Susan; Surano, Antony; Takooree, Sandhya D.; Taylor, Thomas H.; Touzeau, Suzanne; Zarco-Tejada, Pablo J.; Cunniffe, Nik J.
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A Generalized Concept for Clustering Capabilities of Weeding Robots
err2025-07-28
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errOAAI
errStefan Paulus; Thomas Linkugel; Alireza Ahmadi; Chris McCool; Anne-Katrin Mahlein
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Configuration of a multisensor platform for advanced plant phenotyping and disease detection: Case study on Cercospora leaf spot in sugar beet
err2025-03-01
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errOAAI
errYamati, Facundo R. Ispizua; Boemer, Jonas; Noack, Niklas; Linkugel, Thomas; Paulus, Stefan; Mahlein, Anne-Katrin
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SugarViT-Multi-objective regression of UAV images with Vision Transformers and Deep Label Distribution Learning demonstrated on disease severity prediction in sugar beet
err2025-02-13
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errOAAI
errGuender, Maurice; Yamati, Facundo Ramon Ispizua; Barreto, Abel; Mahlein, Anne-Katrin; Sifa, Rafet; Bauckhage, Christian
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A 3D printed plant model for accurate and reliable 3D plant phenotyping
err2024-06-20
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errBoemer, Jonas; Esser, Felix; Marks, Elias; Rosu, Radu Alexandru; Behnke, Sven; Klingbeil, Lasse; Kuhlmann, Heiner; Stachniss, Cyrill; Mahlein, Anne-Katrin; Paulus, Stefan
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Leveraging edge artificial intelligence for sustainable agriculture
err2024-06-10
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PREAI
errEl Jarroudi, Moussa; Kouadio, Louis; Delfosse, Philippe; Bock, Clive H.; Mahlein, Anne-Katrin; Fettweis, Xavier; Mercatoris, Benoit; Adams, Frank; Lenne, Jillian M.; Hamdioui, Said
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Automatic Scoring of Rhizoctonia Crown and Root Rot Affected Sugar Beet Fields from Orthorectified UAV Images Using Machine Learning
err2024-03-01
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PREAI
errIspizua Yamati, Facundo Ramon; Guender, Maurice; Barreto, Abel; Boemer, Jonas; Laufer, Daniel; Bauckhage, Christian; Mahlein, Anne-Katrin
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Integrated Nematode Management in a World in Transition: Constraints, Policy, Processes, and Technologies for the Future
err2023-09-05
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errOAAI
errSikora, Richard A.; Helder, Johannes; Molendijk, Leendert P. G.; Desaeger, Johan; Eves-van den Akker, Sebastian; Mahlein, Anne-Katrin
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Disease Incidence and Severity of Cercospora Leaf Spot in Sugar Beet Assessed by Multispectral Unmanned Aerial Images and Machine Learning
err2023-01-01
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errOAAI
errBarreto, Abel; Yamati, Facundo Ramon Ispizua; Varrelmann, Mark; Paulus, Stefan; Mahlein, Anne-Katrin
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Agricultural plant cataloging and establishment of a data framework from UAV-based crop images by computer vision
err2022-06-17
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errOAAI
errGuender, Maurice; Yamati, Facundo R. Ispizua; Kierdorf, Jana; Roscher, Ribana; Mahlein, Anne-Katrin; Bauckhage, Christian
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Automatic UAV-based counting of seedlings in sugar-beet field and extension to maize and strawberry
err2021-12-01
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PREAI
errBarreto, Abel; Lottes, Philipp; Yamati, Facundo Ramon Ispizua; Baumgarten, Stephen; Wolf, Nina Anastasia; Stachniss, Cyrill; Mahlein, Anne-Katrin; Paulus, Stefan
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Is there a risk to honeybees from use of thiamethoxam as a sugar beet seed treatment?
err2021-07-01
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errOAAI
errThompson, Helen; Vaughan, Sarah; Mahlein, Anne-Katrin; Ladewig, Erwin; Kenter, Christine
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UAV-Based Classification of Cercospora Leaf Spot Using RGB Images
errDRONES
IF4.8
err2021-05-05
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errOAAI
errGoerlich, Florian; Marks, Elias; Mahlein, Anne-Katrin; Koenig, Kathrin; Lottes, Philipp; Stachniss, Cyrill
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