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  1. Montzka, Carsten [Author]

    Einsatz von multispektralen Satellitenbilddaten in der Wasserhaushalts- und Stoffstrommodellierung - dargestellt am Beispiel des Rureinzugsgebietes

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    Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, 2008

    Published in: Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek, Verlag, Schriften des Forschungszentrums Jülich : Energie & Umwelt / Energy & Environment 1, XX, 238 S. (2008). = Bonn, Univ., Diss., 2007

  2. Debez, Ahmed [Author]; Belghith, Ikram [Author]; Friesen, Jan [Author]; Montzka, Carsten [Author]; Elleuche, Skander [Author] ; Technische Universität Hamburg, Technische Universität Hamburg, Technische Universität Hamburg Institut für Technische Mikrobiologie, Technische Universität Hamburg Institut für Technische Mikrobiologie

    Facing the challenge of sustainable bioenergy production : could halophytes be part of the solution?

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    2017

    Published in: Journal of biological engineering ; Vol. 11.2017, 1, art. no. 27, insgesamt 19 Seiten

  4. Zhao, Haojin [Author]; Montzka, Carsten [Author]; Vereecken, Harry [Author]; Franssen, Harrie-Jan Hendricks [Author]

    A Comparative Analysis of Remote Sensing Soil Moisture Datasets Fusion Methods: Novel LSTM Approach Versus Widely Used Triple Collocation Technique

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    IEEE, 2024

    Published in: IEEE journal of selected topics in applied earth observations and remote sensing 17, 16659 - 16671 (2024). doi:10.1109/JSTARS.2024.3455549

  5. Bayat, Bagher [Author]; Raj, Rahul [Author]; Graf, Alexander [Author]; Vereecken, Harry [Author]; Montzka, Carsten [Author]

    Comprehensive accuracy assessment of long-term geostationary SEVIRI-MSG evapotranspiration estimates across Europe

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    Elsevier Science, 2024

    Published in: Remote sensing of environment 301, 113875 - (2024). doi:10.1016/j.rse.2023.113875

  7. Mohseni, Farzane [Author]; Ahrari, Amirhossein [Author]; Haunert, Jan-Henrik [Author]; Montzka, Carsten [Author]

    The synergies of SMAP enhanced and MODIS products in a random forest regression for estimating 1 km soil moisture over Africa using Google Earth Engine

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    Taylor & Francos Group, 2024

    Published in: Big earth data 8(1), 33-57 (2024). doi:10.1080/20964471.2023.2257905

  8. Guo, Xuerui [Author]; Bayat, Bagher [Author]; Bates, Jordan [Author]; Montzka, Carsten [Author]

    Using Drones to Enhance Carbon Fluxes Simulation in Agricultural Ecosystems

    Conference Proceedings
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    Forschungszentrum Jülich: JuSER (Juelich Shared Electronic Resources), 2024

    Published in: doi:10.34734/FZJ-2024-05744 ; UAV-based Remote Sensing Methods for Monitoring Vegetation, Cologne, Germany, 2024-09-30 - 2024-10-01

  11. Ma, Yueling [Author]; Montzka, Carsten [Author]; Bayat, Bagher [Author]; Kollet, Stefan [Author]

    An Indirect Approach Based on Long Short-Term Memory Networks to Estimate Groundwater Table Depth Anomalies Across Europe With an Application for Drought Analysis

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    Frontiers Media, 2021

    Published in: Frontiers in water 3, 723548 (2021). doi:10.3389/frwa.2021.723548

  12. Ma, Yueling [Author]; Montzka, Carsten [Author]; Bayat, Bagher [Author]; Kollet, Stefan [Author]

    Knowledge transfer from simulation to reality via Long Short-Term Memory networks: Estimating groundwater table depth anomalies over Europe

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    Forschungszentrum Jülich: JuSER (Juelich Shared Electronic Resources), 2021

    Published in: doi:10.5194/egusphere-egu21-590 ; EGU General Assembly 2021, Online, Online, 2021-04-19 - 2021-04-30

  13. Montzka, Carsten [Author]; Bayat, B. [Author]; Tewes, A. [Author]; Mengen, D. [Author]; Vereecken, H. [Author]

    Sentinel-2 Analysis of Spruce Crown Transparency Levels and their Environmental Drivers after Summer Drought in the Northern Eifel (Germany)

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    Frontiers Media, 2021

    Published in: Frontiers in forests and global change 4, 667151 (2021). doi:10.3389/ffgc.2021.667151

  14. Bates, Jordan [Author]; Montzka, Carsten [Author]; Schmidt, Marius [Author]; Jonard, Francois [Author]

    UAS LIDAR CROP LAI ESTIMATIONS FROM CANOPY DENSITY

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    Forschungszentrum Jülich: JuSER (Juelich Shared Electronic Resources), 2021

    Published in: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, IGARSS, Brussels, University of Bonn, Belgium, 2021-07-12 - 2021-07-16

  15. Bates, Jordan [Author]; Montzka, Carsten [Author]; Schmidt, Marius [Author]; Jonard, Francois [Author]

    UAS mounted LiDAR for Estimating LAI Type Metrics for Winter Wheat

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    Forschungszentrum Jülich: JuSER (Juelich Shared Electronic Resources), 2021

    Published in: European Geosciences Union General Assembly 2021, EGU 2021, Online, University of Bonn, Austria, 2021-04-19 - 2021-04-30

  17. Mwangi, Samuel [Author]; Zeng, Yijian [Author]; Montzka, Carsten [Author]; Yu, Lianyu [Author]; Su, Zhongbo [Author]

    Assimilation of Cosmic‐Ray Neutron Counts for the Estimation of Soil Ice Content on the Eastern Tibetan Plateau

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    Wiley, 2020

    Published in: Journal of geophysical research / D Atmospheres D 125(3), e2019JD031529 (2020). doi:10.1029/2019JD031529

  18. Ma, Yueling [Author]; Montzka, Carsten [Author]; Bayat, Bagher [Author]; Kollet, Stefan [Author]

    Modeling of groundwater table depth anomalies using Long Short-Term Memory networks over Europe

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    Forschungszentrum Jülich: JuSER (Juelich Shared Electronic Resources), 2020

    Published in: doi:10.5194/egusphere-eguEGU General Assembly 2020, Online, Online, 2020-05-04 - 2020-05-08

  19. Ma, Yueling [Author]; Montzka, Carsten [Author]; Bayat, Bagher [Author]; Kollet, Stefan [Author]

    An optimized indirect method to estimate groundwater table depth anomalies over Europe based on Long Short-Term Memory networks

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    Forschungszentrum Jülich: JuSER (Juelich Shared Electronic Resources), 2020

    Published in: AGU 2020 Fall Meeting, Online, Online, 2020-12-01 - 2020-12-17