Publications

2025

• Site-specific mechanical weed management in maize (Zea mays) in North-West Germany
  Reuter, Tobias; Nahrstedt, Konstantin; Wittstruck, Lucas; Jarmer, Thomas; Broll, Gabriele; Trautz, Dieter
  Crop Protection, 10.1016/j.cropro.2025.107123
  10.1016/j.cropro.2025.107123
• Comparative analysis of UAV-based LiDAR and photogrammetric systems for the detection of terrain anomalies in a historical conflict landscape
  Storch, Marcel; Kisliuk, Benjamin; Jarmer, Thomas; Waske, Björn; Lange, Norbert
  Science of Remote Sensing, 10.1016/j.srs.2024.100191
  10.1016/j.srs.2024.100191

2024

• Weed Detection from Unmanned Aerial Vehicle Imagery Using Deep Learning-A Comparison between High-End and Low-Cost Multispectral Sensors
  Seiche, Anna Teresa; Wittstruck, Lucas; Jarmer, Thomas
  Sensors (Basel, Switzerland), 10.3390/s24051544
  10.3390/s24051544
• Spatial Resolution as a Factor for Efficient UAV-Based Weed Mapping—A Soybean Field Case Study
  Ubben, Niklas; Pukrop, Maren; Jarmer, Thomas
  Remote Sensing, 10.3390/rs16101778
  10.3390/rs16101778
• Towards robust validation strategies for EO flood maps
  Landwehr, Tim; Dasgupta, Antara; Waske, Björn
  Remote Sensing of Environment, 10.1016/j.rse.2024.114439
  10.1016/j.rse.2024.114439
• Individual tree detection and crown delineation in the Harz National Park from 2009 to 2022 using mask R–CNN and aerial imagery
  Lucas, Moritz; Pukrop, Maren; Beckschäfer, Philip; Waske, Björn
  ISPRS Open Journal of Photogrammetry and Remote Sensing, 10.1016/j.ophoto.2024.100071
  10.1016/j.ophoto.2024.100071
• Classifying Stand Compositions in Clover Grass Based on High-Resolution Multispectral UAV Images
  Nahrstedt, Konstantin; Reuter, Tobias; Trautz, Dieter; Waske, Björn; Jarmer, Thomas
  Remote Sensing, 10.3390/rs16142684
  10.3390/rs16142684
• Farmland quality assessment using deep learning and UAVs
  Reese, Manuel; Dasgupta, Antara; Waske, Björn
  Remote Sensing Applications: Society and Environment, 10.1016/j.rsase.2024.101235
  10.1016/j.rsase.2024.101235
• Multi-Stage Feature Fusion of Multispectral and SAR Satellite Images for Seasonal Crop-Type Mapping at Regional Scale Using an Adapted 3D U-Net Model
  Wittstruck, Lucas; Jarmer, Thomas; Waske, Björn
  Remote Sensing, 10.3390/rs16173115
  10.3390/rs16173115
• Teilflächenspezifische Beikrautregulierung im ökologischen Landbau am Beispiel Mais (Zea mays L.)
  Hagemann, David; Zurheide, Tim; Pukrop, Maren; Di Marco, Daniel; Renz, Marian; Niemeyer, Mark; Stark, Philipp; Rahe, Florian; Jarmer, Thomas; Hertzberg, Joachim; Trautz, Dieter
  Landwirtschaft und Ernährung - Transformation macht nur gemeinsam Sinn
  

2023

• A UAV-based rut depth detection - A potential for evaluating soil compaction on farmlands
  Ansah, Christabel Edena; Rettig, Robert; Storch, Marcel; Jarmer, Thomas
  https://doi.org/10.5194/egusphere-egu23-7276
  10.5194/egusphere-egu23-7276
• Analyzing Gradual Vegetation Changes in the Athabasca Oil Sands Region Using Landsat Data
  Lucas, Moritz; Dasgupta, Antara; Waske, Bjoern
  IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 10.1109/JSTARS.2023.3234090
  10.1109/JSTARS.2023.3234090
• Detecting Historical Terrain Anomalies With UAV-LiDAR Data Using Spline-Approximation and Support Vector Machines
  Storch, Marcel; de Lange, Norbert; Jarmer, Thomas; Waske, Bjorn
  IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 10.1109/JSTARS.2023.3259200
  10.1109/JSTARS.2023.3259200
• Convolutional Neural Network Maps Plant Communities in Semi-Natural Grasslands Using Multispectral Unmanned Aerial Vehicle Imagery
  Poettker, Maren; Kiehl, Kathrin; Jarmer, Thomas; Trautz, Dieter
  REMOTE SENSING, 10.3390/rs15071945
  10.3390/rs15071945
• Evaluating the Potential of Multispectral Sensor Networks based on Deployments in Wheat Fields
  Hänel, Thomas; Reese, Matthew O.; Pöttker, Maren; Jarmer, Thomas; Aschenbruck, Nils
  https://doi.org/10.1109/mass58611.2023.00075
  10.1109/mass58611.2023.00075
• Cognitive Weeding: An Approach to Single-Plant Specific Weed Regulation
  Niemeyer, Mark; Renz, Marian; Pukrop, Maren; Hagemann, David; Zurheide, Tim; Di Marco, Daniel; Höferlin, Markus; Stark, Philipp; Rahe, Florian; Igelbrink, Matthias; Jenz, Mario; Jarmer, Thomas; Trautz, Dieter; Stiene, Stefan; Hertzberg, Joachim
  KI - Künstliche Intelligenz, 10.1007/s13218-023-00825-6
  10.1007/s13218-023-00825-6

2022

• Systematic Approach for Remote Sensing of Historical Conflict Landscapes with UAV-Based Laserscanning
  Storch, Marcel; Jarmer, Thomas; Adam, Mirjam; de Lange, Norbert
  SENSORS, 10.3390/s22010217
  10.3390/s22010217
• Estimating LAI From Winter Wheat Using UAV Data and CNNs
  Wittstruck, Lucas; Jarmer, Thomas; Trautz, Dieter; Waske, Bjoern
  IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 10.1109/LGRS.2022.3141497
  10.1109/LGRS.2022.3141497
• Mapping Lower Saxony's salt marshes using temporal metrics of multi-sensor satellite data
  Stückemann, K.-J.; Waske, B.
  International Journal of Applied Earth Observation and Geoinformation, 10.1016/j.jag.2022.103123
  10.1016/j.jag.2022.103123

2021

• Learning a Transform Base for the Multi- to Hyperspectral Sensor Network with K-SVD
  Haenel, Thomas; Jarmer, Thomas; Aschenbruck, Nils
  SENSORS, 10.3390/s21217296
  10.3390/s21217296
• UAV-Based RGB Imagery for Hokkaido Pumpkin (Cucurbita max.) Detection and Yield Estimation
  Wittstruck, Lucas; Kuehling, Insa; Trautz, Dieter; Kohlbrecher, Maik; Jarmer, Thomas
  SENSORS, 10.3390/s21010118
  10.3390/s21010118
• Mapping regional surface water volume variation in reservoirs in northeastern Brazil during 2009-2017 using high-resolution satellite images
  Zhang, Shuping; Foerster, Saskia; Medeiros, Pedro; de Araujo, Jose Carlos; Duan, Zheng; Bronstert, Axel; Waske, Bjoern
  SCIENCE OF THE TOTAL ENVIRONMENT, 10.1016/j.scitotenv.2021.147711
  10.1016/j.scitotenv.2021.147711
• Bayesian hierarchical models can infer interpretable predictions of leaf area index from heterogeneous datasets
  Stojanović, Olivera; Siegmann, Bastian; Jarmer, Thomas; Pipa, Gordon; Leugering, Johannes
  bioRxiv, https://doi.org/10.1101/2021.09.20.461084
  10.1101/2021.09.20.461084

2020

• METHOD FOR TRANSFERRING NON-FOREST COVER TO FOREST COVER LAND USING LANDSAT IMAGERIES
  Karpov, A.; Waske, B.
  LESNOY ZHURNAL-FORESTRY JOURNAL, 10.37482/0536-1036-2020-3-83-92
  10.37482/0536-1036-2020-3-83-92
• Towards large-scale mapping of local climate zones using multitemporal Sentinel 2 data and convolutional neural networks
  Rosentreter, Johannes; Hagensieker, Ron; Waske, Bjoern
  REMOTE SENSING OF ENVIRONMENT, 10.1016/j.rse.2019.111472
  10.1016/j.rse.2019.111472
• Hierarchical classification with subsequent aggregation of heathland habitats using an intra-annual RapidEye time-series
  Fenske, Kristin; Feilhauer, Hannes; Foerster, Michael; Stellmes, Marion; Waske, Bjoern
  INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 10.1016/j.jag.2019.102036
  10.1016/j.jag.2019.102036
• Multitemporal optical and radar metrics for wetland mapping at national level in Albania
  Muro, Javier; Varea, Ana; Strauch, Adrian; Guelmami, Anis; Fitoka, Eleni; Thonfeld, Frank; Diekkrueger, Bernd; Waske, Bjoern
  HELIYON, 10.1016/j.heliyon.2020.e04496
  10.1016/j.heliyon.2020.e04496

2019

• Using distributed compressed sensing to derive continuous hyperspectral imaging from a wireless sensor network
  Haenel, Thomas; Jarmer, Thomas; Aschenbruck, Nils
  COMPUTERS AND ELECTRONICS IN AGRICULTURE, 10.1016/j.compag.2019.104974
  10.1016/j.compag.2019.104974
• Mapping Chestnut Stands Using Bi-Temporal VHR Data
  Marchetti, Francesca; Waske, Bjoern; Arbelo, Manuel; Moreno-Ruiz, Jose A.; Alonso-Benito, Alfonso
  REMOTE SENSING, 10.3390/rs11212560
  10.3390/rs11212560
• Mapping land cover change in northern Brazil with limited training data
  Crowson, Merry; Hagensieker, Ron; Waske, Bjoern
  INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 10.1016/j.jag.2018.10.004
  10.1016/j.jag.2018.10.004
• Processing and filtering of leaf area index time series assessed by in-situ wireless sensor networks
  Bauer, Jan; Jarmer, Thomas; Schittenhelm, Siegfried; Siegmann, Bastian; Aschenbruck, Nils
  COMPUTERS AND ELECTRONICS IN AGRICULTURE, 10.1016/j.compag.2019.104867
  10.1016/j.compag.2019.104867
• Evaluating the Potential of Semi-Automated Image Analysis for Delimiting Soil and Sediment Layers
  Haburaj, Vincent; Krause, Jan; Pless, Sebastian; Waske, Bjoern; Schuett, Brigitta
  JOURNAL OF FIELD ARCHAEOLOGY, 10.1080/00934690.2019.1656321
  10.1080/00934690.2019.1656321
• Multi-Source and Multi-Scale Platform for Quantitative Assessment of Shallow or/and Coastal Qater
  Brook, Anna; Reznikov, Ran; Kanning, Martin; Jarmer, Thomas
  https://doi.org/10.3390/proceedings2019030020
  10.3390/proceedings2019030020

2018

• Spectral data source effect on crop state estimation by vegetation indices
  Polinova, Maria; Jarmer, Thomas; Brook, Anna
  ENVIRONMENTAL EARTH SCIENCES, 10.1007/s12665-018-7932-2
  10.1007/s12665-018-7932-2
• High-Resolution UAV-Based Hyperspectral Imagery for LAI and Chlorophyll Estimations from Wheat for Yield Prediction
  Kanning, Martin; Kuehling, Insa; Trautz, Dieter; Jarmer, Thomas
  REMOTE SENSING, 10.3390/rs10122000
  10.3390/rs10122000
• Mapping continuous fields of tree and shrub cover across the Gran Chaco using Landsat 8 and Sentinel-1 data
  Baumann, Matthias; Levers, Christian; Macchi, Leandro; Bluhm, Hendrik; Waske, Björn; Gasparri, Nestor Ignacio; Kuemmerle, Tobias
  Remote Sensing of Environment, 10.1016/j.rse.2018.06.044
  10.1016/j.rse.2018.06.044
• Evaluation of Multi-Frequency SAR Images for Tropical Land Cover Mapping
  Hagensieker, Ron; Waske, Björn
  Remote Sensing, 10.3390/rs10020257
  10.3390/rs10020257
• Land surface temperature trends as indicator of land use changes in wetlands
  Muro, Javier; Strauch, Adrian; Heinemann, Sascha; Steinbach, Stefanie; Thonfeld, Frank; Waske, Björn; Diekkrüger, Bernd
  International Journal of Applied Earth Observation and Geoinformation, 10.1016/j.jag.2018.02.002
  10.1016/j.jag.2018.02.002
• Combining Sentinel-1 and Sentinel-2 data for improved land use and land cover mapping of monsoon regions
  Steinhausen, Max J.; Wagner, Paul D.; Narasimhan, Balaji; Waske, Björn
  International Journal of Applied Earth Observation and Geoinformation, 10.1016/j.jag.2018.08.011
  10.1016/j.jag.2018.08.011
• Effective water surface mapping in macrophyte-covered reservoirs in NE Brazil based on TerraSAR-X time series
  Zhang, Shuping; Foerster, Saskia; Medeiros, Pedro; Araújo, José Carlos; Waske, Björn
  International Journal of Applied Earth Observation and Geoinformation, 10.1016/j.jag.2018.02.014
  10.1016/j.jag.2018.02.014

2017

• Tropical land use land cover mapping in Pará (Brazil) using discriminative Markov random fields and multi-temporal TerraSAR-X data
  Hagensieker, Ron; Roscher, Ribana; Rosentreter, Johannes; Jakimow, Benjamin; Waske, Björn
  International Journal of Applied Earth Observation and Geoinformation, 10.1016/j.jag.2017.07.019
  10.1016/j.jag.2017.07.019
• Expanding temporal resolution in landscape transformations: Insights from a landsat-based case study in Southern Chile
  Locher-Krause, Karla E.; Volk, Martin; Waske, Björn; Thonfeld, Frank; Lautenbach, Sven
  Ecological Indicators, 10.1016/j.ecolind.2016.12.036
  10.1016/j.ecolind.2016.12.036
• In-depth comparisons of MaxEnt, biased SVM and one-class SVM for one-class classification of remote sensing data
  Mack, Benjamin; Waske, Björn
  Remote Sensing Letters, 10.1080/2150704X.2016.1265689
  10.1080/2150704X.2016.1265689
• Subpixel Mapping of Urban Areas Using EnMAP Data and Multioutput Support Vector Regression
  Rosentreter, Johannes; Hagensieker, Ron; Okujeni, Akpona; Roscher, Ribana; Wagner, Paul D.; Waske, Björn
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10.1109/JSTARS.2017.2652726
  10.1109/JSTARS.2017.2652726

2016

• Regionalization of Uncovered Agricultural Soils Based on Organic Carbon and Soil Texture Estimations
  Kanning, Martin; Siegmann, Bastian; Jarmer, Thomas
  REMOTE SENSING, 10.3390/rs8110927
  10.3390/rs8110927
• On the potential of Wireless Sensor Networks for the in-situ assessment of crop leaf area index
  Bauer, Jan; Siegmann, Bastian; Jarmer, Thomas; Aschenbruck, Nils
  COMPUTERS AND ELECTRONICS IN AGRICULTURE, 10.1016/j.compag.2016.08.019
  10.1016/j.compag.2016.08.019
• Relationships between soil spectral and chemical properties along a climatic gradient in the Judean desert
  Jarmer, Thomas; Shoshany, Maxim
  ARID LAND RESEARCH AND MANAGEMENT, 10.1080/15324982.2015.1062438
  10.1080/15324982.2015.1062438
• On the potential of Wireless Sensor Networks for the in-situ assessment of crop leaf area index
  Bauer, Jan; Siegmann, Bastian; Jarmer, Thomas; Aschenbruck, Nils
  Computers and Electronics in Agriculture, 10.1016/j.compag.2016.08.019
  10.1016/j.compag.2016.08.019
• Relationships between soil spectral and chemical properties along a climatic gradient in the Judean Desert
  Jarmer, Thomas; Shoshany, Maxim
  Arid Land Research and Management
  
• Regionalization of Uncovered Agricultural Soils Based on Organic Carbon and Soil Texture Estimations
  Kanning, Martin; Siegmann, Bastian; Jarmer, Thomas
  Remote Sensing, 10.3390/rs8110927
  10.3390/rs8110927
• A Review of the Application of Optical and Radar Remote Sensing Data Fusion to Land Use Mapping and Monitoring
  Joshi, Neha; Baumann, Matthias; Ehammer, Andrea; Fensholt, Rasmus; Grogan, Kenneth; Hostert, Patrick; Jepsen, Martin; Kuemmerle, Tobias; Meyfroidt, Patrick; Mitchard, Edward; Reiche, Johannes; Ryan, Casey; Waske, Björn
  Remote Sensing, 10.3390/rs8010070
  10.3390/rs8010070
• Mapping raised bogs with an iterative one-class classification approach
  Mack, Benjamin; Roscher, Ribana; Stenzel, Stefanie; Feilhauer, Hannes; Schmidtlein, Sebastian; Waske, Björn
  ISPRS Journal of Photogrammetry and Remote Sensing, 10.1016/j.isprsjprs.2016.07.008
  10.1016/j.isprsjprs.2016.07.008
• Shapelet-Based Sparse Representation for Landcover Classification of Hyperspectral Images
  Roscher, Ribana; Waske, Björn
  IEEE Transactions on Geoscience and Remote Sensing, 10.1109/TGRS.2015.2484619
  10.1109/TGRS.2015.2484619
• Theme section for 36th International Symposium for Remote Sensing of the Environment in Berlin
  Trinder, John; Waske, Björn
  ISPRS Journal of Photogrammetry and Remote Sensing, 10.1016/j.isprsjprs.2016.08.005
  10.1016/j.isprsjprs.2016.08.005
• Importance of spatially distributed hydrologic variables for land use change modeling
  Wagner, Paul D.; Waske, Björn
  Environmental Modelling & Software, 10.1016/j.envsoft.2016.06.005
  10.1016/j.envsoft.2016.06.005
• Bathymetric survey of water reservoirs in north-eastern Brazil based on TanDEM-X satellite data
  Zhang, Shuping; Foerster, Saskia; Medeiros, Pedro; Araújo, José Carlos; Motagh, Mahdi; Waske, Björn
  The Science of the total environment, 10.1016/j.scitotenv.2016.07.024
  10.1016/j.scitotenv.2016.07.024

2015

• Comparison of different regression models and validation techniques for the assessment of wheat leaf area index from hyperspectral data
  Siegmann, Bastian; Jarmer, Thomas
  INTERNATIONAL JOURNAL OF REMOTE SENSING, 10.1080/01431161.2015.1084438
  10.1080/01431161.2015.1084438
• Identification of Agricultural Crop Types in Northern Israel using Multitemporal RapidEye Data
  Beyer, Florian; Jarmer, Thomas; Siegmann, Bastian
  PHOTOGRAMMETRIE FERNERKUNDUNG GEOINFORMATION, 10.1127/pfg/2015/0249
  10.1127/pfg/2015/0249
• The Potential of Pan-Sharpened EnMAP Data for the Assessment of Wheat LAI
  Siegmann, Bastian; Jarmer, Thomas; Beyer, Florian; Ehlers, Manfred
  REMOTE SENSING, 10.3390/rs71012737
  10.3390/rs71012737
• Comparative classification analysis of post-harvest growth detection from terrestrial LiDAR point clouds in precision agriculture
  Koenig, Kristina; Hoefle, Bernhard; Haemmerle, Martin; Jarmer, Thomas; Siegmann, Bastian; Lilienthal, Holger
  ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 10.1016/j.isprsjprs.2015.03.003
  10.1016/j.isprsjprs.2015.03.003

2014

• Can I Trust My One-Class Classification?
  Mack, Benjamin; Roscher, Ribana; Waske, Björn
  Remote Sensing, 10.3390/rs6098779
  10.3390/rs6098779
• Mapping and monitoring of land use changes in post-Soviet western Ukraine using remote sensing data
  Stefanski, Jan; Chaskovskyy, Oleh; Waske, Björn
  Applied Geography, 10.1016/j.apgeog.2014.08.003
  10.1016/j.apgeog.2014.08.003
• Mapping Land Management Regimes in Western Ukraine Using Optical and SAR Data
  Stefanski, Jan; Kuemmerle, Tobias; Chaskovskyy, Oleh; Griffiths, Patrick; Havryluk, Vassiliy; Knorn, Jan; Korol, Nikolas; Sieber, Anika; Waske, Björn
  Remote Sensing, 10.3390/rs6065279
  10.3390/rs6065279
• Import Vector Machines for Quantitative Analysis of Hyperspectral Data
  Suess, Stefan; van der Linden, Sebastian; Leitao, Pedro J.; Okujeni, Akpona; Waske, Björn; Hostert, Patrick
  IEEE Geoscience and Remote Sensing Letters, 10.1109/LGRS.2013.2265102
  10.1109/LGRS.2013.2265102

2013

• Spectroscopy and hyperspectral imagery for monitoring summer barley
  Jarmer, Thomas
  INTERNATIONAL JOURNAL OF REMOTE SENSING, 10.1080/01431161.2013.793871
  10.1080/01431161.2013.793871
• Optimization of Object-Based Image Analysis With Random Forests for Land Cover Mapping
  Stefanski, Jan; Mack, Benjamin; Waske, Björn
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10.1109/JSTARS.2013.2253089
  10.1109/JSTARS.2013.2253089

2012

• Night-Time Ground Hyperspectral Imaging for Urban-Scale Remote Sensing of Ambient PM. I. Aerosol Optical Thickness Acquisition
  Etzion, Yael; Jarmer, Thomas; Kolatt, Tsafrir; Shoshany, Maxim; Broday, David M.
  AEROSOL SCIENCE AND TECHNOLOGY, 10.1080/02786826.2012.700429
  10.1080/02786826.2012.700429
• Automatic Detection of Rivers in High-Resolution SAR Data
  Klemenjak, Sascha; Waske, Björn; Valero, Silvia; Chanussot, Jocelyn
  IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 10.1109/JSTARS.2012.2189099
  10.1109/JSTARS.2012.2189099
• I2VM: Incremental import vector machines
  Roscher, Ribana; Förstner, Wolfgang; Waske, Björn
  Image and Vision Computing, 10.1016/j.imavis.2012.04.004
  10.1016/j.imavis.2012.04.004
• Incremental Import Vector Machines for Classifying Hyperspectral Data
  Roscher, Ribana; Waske, Björn; Forstner, Wolfgang
  IEEE Transactions on Geoscience and Remote Sensing, 10.1109/TGRS.2012.2184292
  10.1109/TGRS.2012.2184292
• imageRF – A user-oriented implementation for remote sensing image analysis with Random Forests
  Waske, Björn; van der Linden, Sebastian; Oldenburg, Carsten; Jakimow, Benjamin; Rabe, Andreas; Hostert, Patrick
  Environmental Modelling & Software, 10.1016/j.envsoft.2012.01.014
  10.1016/j.envsoft.2012.01.014

2011

• Linking spatial patterns of soil organic carbon to topography - A case study from south-eastern Spain
  Schwanghart, Wolfgang; Jarmer, Thomas
  GEOMORPHOLOGY, 10.1016/j.geomorph.2010.11.008
  10.1016/j.geomorph.2010.11.008
• An Iterative Search in End-Member Fraction Space for Spectral Unmixing
  Shoshany, Maxim; Kizel, Fadi; Netanyahu, Nathan S.; Goldshlager, Naftali; Jarmer, Thomas; Even-Tzur, Gilad
  IEEE Geoscience and Remote Sensing Letters, 10.1109/LGRS.2010.2101578
  10.1109/LGRS.2010.2101578