Marco Heurich - RankMe

53 papers C 1Journal 48Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A simple oriented search and clustering method for extracting individual forest trees from ALS point clouds. Ecol. Informatics Wenhui Ding, Rong Huang, Wei Yao, Wuming Zhang, Marco Heurich, Xiaohua Tong
2025	J	`jnl`	CNN-Based Flank Predictor for Quadruped Animal Species. IET Comput. Vis. Vanessa Suessle, Marco Heurich, Colleen T. Downs, Andreas Weinmann, Elke Hergenröther
2024	J	`jnl`	CNN Based Flank Predictor for Quadruped Animal Species. CoRR Vanessa Suessle, Marco Heurich, Colleen T. Downs, Andreas Weinmann, Elke Hergenröther
2024	J	`jnl`	Characterizing Forest Plot Decay Levels Based on Leaf Area Index, Gap Fraction, and L-Moments from Airborne LiDAR. Remote. Sens. Abubakar Sani-Mohammed, Wei Yao, Tsz Chung Wong, Reda Fekry, Marco Heurich
2024	J	`jnl`	Classification of single tree decay stages from combined airborne LiDAR data and CIR imagery. Geo spatial Inf. Sci. Tsz Chung Wong, Abubakar Sani-Mohammed, Jinhong Wang, Puzuo Wang, Wei Yao, Marco Heurich
2024	J	`jnl`	Segmenting objects with Bayesian fusion of active contour models and convnet priors. CoRR Przemyslaw Polewski, Jacquelyn Shelton, Wei Yao, Marco Heurich
2023	J	`jnl`	Automatic Classification of Single Tree Decay Stages from Combined ALS Data and Aerial Imagery using Machine Learning. CoRR Tsz Chung Wong, Abubakar Sani-Mohammed, Wei Yao, Marco Heurich
2022	J	`jnl`	A Learnable Model With Calibrated Uncertainty Quantification for Estimating Canopy Height From Spaceborne Sequential Imagery. IEEE Trans. Geosci. Remote. Sens. Leonidas Alagialoglou, Ioannis Manakos, Marco Heurich, Jaroslav Cervenka, Anastasios Delopoulos
2021	J	`jnl`	A hybrid convolutional neural network/active contour approach to segmenting dead trees in aerial imagery. CoRR Jacquelyn A. Shelton, Przemyslaw Polewski, Wei Yao, Marco Heurich
2021	—	`conf`	Canopy Height Estimation from Spaceborne Imagery Using Convolutional Encoder-Decoder. MMM (2) Leonidas Alagialoglou, Ioannis Manakos, Marco Heurich, Jaroslav Cervenka, Anastasios Delopoulos
2021	J	`jnl`	Comparative Evaluation of Algorithms for Leaf Area Index Estimation from Digital Hemispherical Photography through Virtual Forests. Remote. Sens. Jing Liu, Longhui Li, Markku Åkerblom, Tiejun Wang, Andrew K. Skidmore, Xi Zhu, Marco Heurich
2021	J	`jnl`	Estimating fine-scale visibility in a temperate forest landscape using airborne laser scanning. Int. J. Appl. Earth Obs. Geoinformation Xin Zong, Tiejun Wang, Andrew K. Skidmore, Marco Heurich
2021	J	`jnl`	Instance segmentation of fallen trees in aerial color infrared imagery using active multi-contour evolution with fully convolutional network-based intensity priors. CoRR Przemyslaw Polewski, Jacquelyn Shelton, Wei Yao, Marco Heurich
2021	J	`jnl`	Machine learning methods' performance in radiative transfer model inversion to retrieve plant traits from Sentinel-2 data of a mixed mountain forest. Int. J. Digit. Earth Abebe Mohammed Ali, Roshanak Darvishzadeh, Andrew K. Skidmore, Tawanda W. Gara, Marco Heurich
2021	J	`jnl`	Mapping individual silver fir trees using hyperspectral and LiDAR data in a Central European mixed forest. Int. J. Appl. Earth Obs. Geoinformation Yifang Shi, Tiejun Wang, Andrew K. Skidmore, Stefanie Holzwarth, Uta Heiden, Marco Heurich
2021	J	`jnl`	Mapping leaf area index in a mixed temperate forest using Fenix airborne hyperspectral data and Gaussian processes regression. Int. J. Appl. Earth Obs. Geoinformation Rui Xie, Roshanak Darvishzadeh, Andrew K. Skidmore, Marco Heurich, Stefanie Holzwarth, Tawanda W. Gara, Ils Reusen
2021	—	`conf`	Minimizing the Annotation Effort for Detecting Wildlife in Camera Trap Images with Active Learning. GI-Jahrestagung Daphne Auer, Paul Bodesheim, Christian Fiderer, Marco Heurich, Joachim Denzler
2020	J	`jnl`	Comparing methods for mapping canopy chlorophyll content in a mixed mountain forest using Sentinel-2 data. Int. J. Appl. Earth Obs. Geoinformation Abebe Mohammed Ali, Roshanak Darvishzadeh, Andrew K. Skidmore, Tawanda W. Gara, Brian O'Connor, Claudia Roeoesli, Marco Heurich, Marc Paganini
2020	J	`jnl`	Evaluating Prediction Models for Mapping Canopy Chlorophyll Content Across Biomes. Remote. Sens. Abebe Mohammed Ali, Roshanak Darvishzadeh, Andrew K. Skidmore, Marco Heurich, Marc Paganini, Uta Heiden, Sander Mücher
2020	J	`jnl`	Improving LiDAR-based tree species mapping in Central European mixed forests using multi-temporal digital aerial colour-infrared photographs. Int. J. Appl. Earth Obs. Geoinformation Yifang Shi, Tiejun Wang, Andrew K. Skidmore, Marco Heurich
2020	J	`jnl`	Individual Movement - Sequence Analysis Method (IM-SAM): characterizing spatio-temporal patterns of animal habitat use across landscapes. Int. J. Geogr. Inf. Sci. Johannes De Groeve, Francesca Cagnacci, Nathan Ranc, Nadège C. Bonnot, Benedikt Gehr, Marco Heurich, A. J. Mark Hewison, Max Kroeschel, John D. C. Linnell, Nicolas Morellet, Atle Mysterud, Robin Sandfort, Nico Van de Weghe
2020	J	`jnl`	Large-Scale Mapping of Tree Species and Dead Trees in Šumava National Park and Bavarian Forest National Park Using Lidar and Multispectral Imagery. Remote. Sens. Peter Krzystek, Alla Serebryanyk, Claudius Schnörr, Jaroslav Cervenka, Marco Heurich
2020	J	`jnl`	Linking the Remote Sensing of Geodiversity and Traits Relevant to Biodiversity - Part II: Geomorphology, Terrain and Surfaces. Remote. Sens. Angela Lausch, Michael E. Schaepman, Andrew K. Skidmore, Sina C. Truckenbrodt, Jörg M. Hacker, Jussi Baade, Lutz Bannehr, Erik Borg, Jan Bumberger, Peter Dietrich, Cornelia Gläßer, Dagmar Haase, Marco Heurich, Thomas Jagdhuber, Sven Jany, Rudolf Krönert, Markus Möller, Hannes Mollenhauer, Carsten Montzka, Marion Pause, Christian Rogaß, Nesrin Salepci, Christiane Schmullius, Franziska Schrodt, Claudia Schütze, Christian Schweitzer, Peter Selsam, Daniel Spengler, Michael Vohland, Martin Volk, Ute Weber, Thilo Wellmann, Ulrike Werban, Steffen Zacharias, Christian Thiel
2020	J	`jnl`	Mapping Canopy Chlorophyll Content in a Temperate Forest Using Airborne Hyperspectral Data. Remote. Sens. J. Malin Hoeppner, Andrew K. Skidmore, Roshanak Darvishzadeh, Marco Heurich, Hsing-Chung Chang, Tawanda W. Gara
2020	J	`jnl`	Mapping individual trees with airborne laser scanning data in an European lowland forest using a self-calibration algorithm. Int. J. Appl. Earth Obs. Geoinformation Krzysztof Sterenczak, Bartlomiej Kraszewski, Milosz Mielcarek, Zaneta Piasecka, Maciej Lisiewicz, Marco Heurich
2020	—	`conf`	Predicting the Risk of Deer-vehicle Collisions by Inferring Rules Learnt from Deer Experience and Movement Patterns in the Vicinity of Roads. ACIT Christian von Hoermann, Raphaela Pagany, Katrin Kirchner, Wolfgang Dorner, Marco Heurich, Ilse Storch
2019	J	`jnl`	Canopy Height Estimation from Single Multispectral 2D Airborne Imagery Using Texture Analysis and Machine Learning in Structurally Rich Temperate Forests. Remote. Sens. Christos Boutsoukis, Ioannis Manakos, Marco Heurich, Anastasios Delopoulos
2019	J	`jnl`	Classification of Tree Species as Well as Standing Dead Trees Using Triple Wavelength ALS in a Temperate Forest. Remote. Sens. Nina Amiri, Peter Krzystek, Marco Heurich, Andrew K. Skidmore
2019	J	`jnl`	Comparison of Landsat-8 and Sentinel-2 Data for Estimation of Leaf Area Index in Temperate Forests. Remote. Sens. Lorenz Hans Meyer, Marco Heurich, Burkhard Beudert, Joe Premier, Dirk Pflugmacher
2019	J	`jnl`	Evaluating the performance of PROSPECT in the retrieval of leaf traits across canopy throughout the growing season. Int. J. Appl. Earth Obs. Geoinformation Tawanda W. Gara, Roshanak Darvishzadeh, Andrew K. Skidmore, Tiejun Wang, Marco Heurich
2019	J	`jnl`	Mapping leaf chlorophyll content from Sentinel-2 and RapidEye data in spruce stands using the invertible forest reflectance model. Int. J. Appl. Earth Obs. Geoinformation Roshanak Darvishzadeh, Andrew K. Skidmore, Haidi Abdullah, Elias Cherenet, Abebe Mohammed Ali, Tiejun Wang, Willem Nieuwenhuis, Marco Heurich, Anton Vrieling, Brian O'Connor, Marc Paganini
2019	J	`jnl`	Multi-Scale Remote Sensing-Assisted Forest Inventory: A Glimpse of the State-of-the-Art and Future Prospects. Remote. Sens. Hooman Latifi, Marco Heurich
2019	J	`jnl`	Sensitivity of Landsat-8 OLI and TIRS Data to Foliar Properties of Early Stage Bark Beetle ( Remote. Sens. Haidi Abdullah, Roshanak Darvishzadeh, Andrew K. Skidmore, Marco Heurich
2019	J	`jnl`	Timing of red-edge and shortwave infrared reflectance critical for early stress detection induced by bark beetle ( Int. J. Appl. Earth Obs. Geoinformation Haidi Abdullah, Andrew K. Skidmore, Roshanak Darvishzadeh, Marco Heurich
2018	J	`jnl`	European spruce bark beetle (Ips typographus, L.) green attack affects foliar reflectance and biochemical properties. Int. J. Appl. Earth Obs. Geoinformation Haidi Abdullah, Roshanak Darvishzadeh, Andrew K. Skidmore, Thomas A. Groen, Marco Heurich
2018	C	`conf`	Measuring Leaf Angle Distribution Using Terrestrial Laser Scanning in a European Beech Forest. IGARSS Jing Liu, Andrew K. Skidmore, Tiejun Wang, Xi Zhu, Joe Premier, Marco Heurich, Burkhard Beudert
2018	J	`jnl`	Remotely Sensed Single Tree Data Enable the Determination of Habitat Thresholds for the Three-Toed Woodpecker ( Remote. Sens. Katarzyna Zielewska-Büttner, Marco Heurich, Jörg Müller, Veronika Braunisch
2018	J	`jnl`	Tree species classification using plant functional traits from LiDAR and hyperspectral data. Int. J. Appl. Earth Obs. Geoinformation Yifang Shi, Andrew K. Skidmore, Tiejun Wang, Stefanie Holzwarth, Uta Heiden, Nicole Pinnel, Xi Zhu, Marco Heurich
2018	J	`jnl`	Understanding Forest Health with Remote Sensing, Part III: Requirements for a Scalable Multi-Source Forest Health Monitoring Network Based on Data Science Approaches. Remote. Sens. Angela Lausch, Erik Borg, Jan Bumberger, Peter Dietrich, Marco Heurich, Andreas Huth, András Jung, Reinhard Klenke, Sonja Knapp, Hannes Mollenhauer, Hendrik Paasche, Heiko Paulheim, Marion Pause, Christian Schweitzer, Christiane Schmullius, Josef Settele, Andrew K. Skidmore, Martin Wegmann, Steffen Zacharias, Toralf Kirsten, Michael E. Schaepman
2017	J	`jnl`	Canopy foliar nitrogen retrieved from airborne hyperspectral imagery by correcting for canopy structure effects. Int. J. Appl. Earth Obs. Geoinformation Zhihui Wang, Andrew K. Skidmore, Tiejun Wang, Roshanak Darvishzadeh, Uta Heiden, Marco Heurich, Hooman Latifi, John Hearne
2017	J	`jnl`	Individual-tree- and stand-based development following natural disturbance in a heterogeneously structured forest: A LiDAR-based approach. Ecol. Informatics Steven Hill, Hooman Latifi, Marco Heurich, Jörg Müller
2017	J	`jnl`	Spatially detailed retrievals of spring phenology from single-season high-resolution image time series. Int. J. Appl. Earth Obs. Geoinformation Anton Vrieling, Andrew K. Skidmore, Tiejun Wang, Michele Meroni, Bruno J. Ens, Kees Oosterbeek, Brian O'Connor, Roshanak Darvishzadeh, Marco Heurich, Anita Shepherd, Marc Paganini
2017	J	`jnl`	Understanding Forest Health with Remote Sensing-Part II - A Review of Approaches and Data Models. Remote. Sens. Angela Lausch, Stefan Erasmi, Douglas J. King, Paul Magdon, Marco Heurich
2016	J	`jnl`	Combining Active and Semisupervised Learning of Remote Sensing Data Within a Renyi Entropy Regularization Framework. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Przemyslaw Polewski, Wei Yao, Marco Heurich, Peter Krzystek, Uwe Stilla
2016	J	`jnl`	Estimating leaf functional traits by inversion of PROSPECT: Assessing leaf dry matter content and specific leaf area in mixed mountainous forest. Int. J. Appl. Earth Obs. Geoinformation Abebe Mohammed Ali, Roshanak Darvishzadeh, Andrew K. Skidmore, Iris van Duren, Uta Heiden, Marco Heurich
2016	J	`jnl`	Estimation of regeneration coverage in a temperate forest by 3D segmentation using airborne laser scanning data. Int. J. Appl. Earth Obs. Geoinformation Nina Amiri, Wei Yao, Marco Heurich, Peter Krzystek, Andrew K. Skidmore
2016	J	`jnl`	Introducing 'presence' and 'stationarity index' to study partial migration patterns: an application of a spatio-temporal clustering technique. Int. J. Geogr. Inf. Sci. Maria Luisa Damiani, Hamza Issa, Giuseppe Fotino, Marco Heurich, Francesca Cagnacci
2016	J	`jnl`	Understanding Forest Health with Remote Sensing -Part I - A Review of Spectral Traits, Processes and Remote-Sensing Characteristics. Remote. Sens. Angela Lausch, Stefan Erasmi, Douglas J. King, Paul Magdon, Marco Heurich
2016	J	`jnl`	Vegetation Indices for Mapping Canopy Foliar Nitrogen in a Mixed Temperate Forest. Remote. Sens. Zhihui Wang, Tiejun Wang, Roshanak Darvishzadeh, Andrew K. Skidmore, Simon D. Jones, Lola Suárez, William Woodgate, Uta Heiden, Marco Heurich, John W. Hearne
2015	—	`conf`	Active learning approach to detecting standing dead trees from ALS point clouds combined with aerial infrared imagery. CVPR Workshops Przemyslaw Polewski, Wei Yao, Marco Heurich, Peter Krzystek, Uwe Stilla
2015	J	`jnl`	Forest inventories by LiDAR data: A comparison of single tree segmentation and metric-based methods for inventories of a heterogeneous temperate forest. Int. J. Appl. Earth Obs. Geoinformation Hooman Latifi, Fabian Ewald Fassnacht, Jörg Müller, Agalya Tharani, Stefan W. Dech, Marco Heurich
2015	J	`jnl`	Leaf Nitrogen Content Indirectly Estimated by Leaf Traits Derived From the PROSPECT Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Zhihui Wang, Andrew K. Skidmore, Roshanak Darvishzadeh, Uta Heiden, Marco Heurich, Tiejun Wang
2011	J	`jnl`	An event-based conceptual model for context-aware movement analysis. Int. J. Geogr. Inf. Sci. Gennady L. Andrienko, Natalia V. Andrienko, Marco Heurich