Marco Heurich

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 46

Top Topics

Machine Learning

Regularization Framework

Top Venues

Int. J. Appl. Earth Obs. Geoinformation

Int. J. Geogr. Inf. Sci.

Publications

Abubakar Sani-Mohammed, Wei Yao, Tsz Chung Wong, Reda Fekry, Marco Heurich
Characterizing Forest Plot Decay Levels Based on Leaf Area Index, Gap Fraction, and L-Moments from Airborne LiDAR. Remote. Sens. 16 (15) (2024)
Vanessa Suessle, Marco Heurich, Colleen T. Downs, Andreas Weinmann, Elke Hergenröther
CNN Based Flank Predictor for Quadruped Animal Species. CoRR (2024)
Tsz Chung Wong, Abubakar Sani-Mohammed, Wei Yao, Marco Heurich
Automatic Classification of Single Tree Decay Stages from Combined ALS Data and Aerial Imagery using Machine Learning. CoRR (2023)
Leonidas Alagialoglou, Ioannis Manakos, Marco Heurich, Jaroslav Cervenka, Anastasios Delopoulos
A Learnable Model With Calibrated Uncertainty Quantification for Estimating Canopy Height From Spaceborne Sequential Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yifang Shi, Tiejun Wang, Andrew K. Skidmore, Stefanie Holzwarth, Uta Heiden, Marco Heurich
Mapping individual silver fir trees using hyperspectral and LiDAR data in a Central European mixed forest. Int. J. Appl. Earth Obs. Geoinformation 98 (2021)
Xin Zong, Tiejun Wang, Andrew K. Skidmore, Marco Heurich
Estimating fine-scale visibility in a temperate forest landscape using airborne laser scanning. Int. J. Appl. Earth Obs. Geoinformation 103 (2021)
Przemyslaw Polewski, Jacquelyn Shelton, Wei Yao, Marco Heurich
Instance segmentation of fallen trees in aerial color infrared imagery using active multi-contour evolution with fully convolutional network-based intensity priors. CoRR (2021)
Jing Liu, Longhui Li, Markku Åkerblom, Tiejun Wang, Andrew K. Skidmore, Xi Zhu, Marco Heurich
Comparative Evaluation of Algorithms for Leaf Area Index Estimation from Digital Hemispherical Photography through Virtual Forests. Remote. Sens. 13 (16) (2021)
Jacquelyn A. Shelton, Przemyslaw Polewski, Wei Yao, Marco Heurich
A hybrid convolutional neural network/active contour approach to segmenting dead trees in aerial imagery. CoRR (2021)
Daphne Auer, Paul Bodesheim, Christian Fiderer, Marco Heurich, Joachim Denzler
Minimizing the Annotation Effort for Detecting Wildlife in Camera Trap Images with Active Learning. GI-Jahrestagung (2021)
Rui Xie, Roshanak Darvishzadeh, Andrew K. Skidmore, Marco Heurich, Stefanie Holzwarth, Tawanda W. Gara, Ils Reusen
Mapping leaf area index in a mixed temperate forest using Fenix airborne hyperspectral data and Gaussian processes regression. Int. J. Appl. Earth Obs. Geoinformation 95 (2021)
Leonidas Alagialoglou, Ioannis Manakos, Marco Heurich, Jaroslav Cervenka, Anastasios Delopoulos
Canopy Height Estimation from Spaceborne Imagery Using Convolutional Encoder-Decoder. MMM (2) (2021)
Abebe Mohammed Ali, Roshanak Darvishzadeh, Andrew K. Skidmore, Tawanda W. Gara, Marco Heurich
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 14 (1) (2021)
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
Linking the Remote Sensing of Geodiversity and Traits Relevant to Biodiversity - Part II: Geomorphology, Terrain and Surfaces. Remote. Sens. 12 (22) (2020)
Abebe Mohammed Ali, Roshanak Darvishzadeh, Andrew K. Skidmore, Marco Heurich, Marc Paganini, Uta Heiden, Sander Mücher
Evaluating Prediction Models for Mapping Canopy Chlorophyll Content Across Biomes. Remote. Sens. 12 (11) (2020)
Christian von Hoermann, Raphaela Pagany, Katrin Kirchner, Wolfgang Dorner, Marco Heurich, Ilse Storch
Predicting the Risk of Deer-vehicle Collisions by Inferring Rules Learnt from Deer Experience and Movement Patterns in the Vicinity of Roads. ACIT (2020)
J. Malin Hoeppner, Andrew K. Skidmore, Roshanak Darvishzadeh, Marco Heurich, Hsing-Chung Chang, Tawanda W. Gara
Mapping Canopy Chlorophyll Content in a Temperate Forest Using Airborne Hyperspectral Data. Remote. Sens. 12 (21) (2020)
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
Individual Movement - Sequence Analysis Method (IM-SAM): characterizing spatio-temporal patterns of animal habitat use across landscapes. Int. J. Geogr. Inf. Sci. 34 (8) (2020)
Peter Krzystek, Alla Serebryanyk, Claudius Schnörr, Jaroslav Cervenka, Marco Heurich
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. 12 (4) (2020)
Abebe Mohammed Ali, Roshanak Darvishzadeh, Andrew K. Skidmore, Tawanda W. Gara, Brian O'Connor, Claudia Roeoesli, Marco Heurich, Marc Paganini
Comparing methods for mapping canopy chlorophyll content in a mixed mountain forest using Sentinel-2 data. Int. J. Appl. Earth Obs. Geoinformation 87 (2020)
Krzysztof Sterenczak, Bartlomiej Kraszewski, Milosz Mielcarek, Zaneta Piasecka, Maciej Lisiewicz, Marco Heurich
Mapping individual trees with airborne laser scanning data in an European lowland forest using a self-calibration algorithm. Int. J. Appl. Earth Obs. Geoinformation 93 (2020)
Yifang Shi, Tiejun Wang, Andrew K. Skidmore, Marco Heurich
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 84 (2020)
Lorenz Hans Meyer, Marco Heurich, Burkhard Beudert, Joe Premier, Dirk Pflugmacher
Comparison of Landsat-8 and Sentinel-2 Data for Estimation of Leaf Area Index in Temperate Forests. Remote. Sens. 11 (10) (2019)
Haidi Abdullah, Andrew K. Skidmore, Roshanak Darvishzadeh, Marco Heurich
, L.) attack. Int. J. Appl. Earth Obs. Geoinformation 82 (2019)
Haidi Abdullah, Roshanak Darvishzadeh, Andrew K. Skidmore, Marco Heurich
, L.) Infestation. Remote. Sens. 11 (4) (2019)
Nina Amiri, Peter Krzystek, Marco Heurich, Andrew K. Skidmore
Classification of Tree Species as Well as Standing Dead Trees Using Triple Wavelength ALS in a Temperate Forest. Remote. Sens. 11 (22) (2019)
Tawanda W. Gara, Roshanak Darvishzadeh, Andrew K. Skidmore, Tiejun Wang, Marco Heurich
Evaluating the performance of PROSPECT in the retrieval of leaf traits across canopy throughout the growing season. Int. J. Appl. Earth Obs. Geoinformation 83 (2019)
Hooman Latifi, Marco Heurich
Multi-Scale Remote Sensing-Assisted Forest Inventory: A Glimpse of the State-of-the-Art and Future Prospects. Remote. Sens. 11 (11) (2019)
Christos Boutsoukis, Ioannis Manakos, Marco Heurich, Anastasios Delopoulos
Canopy Height Estimation from Single Multispectral 2D Airborne Imagery Using Texture Analysis and Machine Learning in Structurally Rich Temperate Forests. Remote. Sens. 11 (23) (2019)
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
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 79 (2019)
Yifang Shi, Andrew K. Skidmore, Tiejun Wang, Stefanie Holzwarth, Uta Heiden, Nicole Pinnel, Xi Zhu, Marco Heurich
Tree species classification using plant functional traits from LiDAR and hyperspectral data. Int. J. Appl. Earth Obs. Geoinformation 73 (2018)
Katarzyna Zielewska-Büttner, Marco Heurich, Jörg Müller, Veronika Braunisch
). Remote. Sens. 10 (12) (2018)
Jing Liu, Andrew K. Skidmore, Tiejun Wang, Xi Zhu, Joe Premier, Marco Heurich, Burkhard Beudert
Measuring Leaf Angle Distribution Using Terrestrial Laser Scanning in a European Beech Forest. IGARSS (2018)
Haidi Abdullah, Roshanak Darvishzadeh, Andrew K. Skidmore, Thomas A. Groen, Marco Heurich
European spruce bark beetle (Ips typographus, L.) green attack affects foliar reflectance and biochemical properties. Int. J. Appl. Earth Obs. Geoinformation 64 (2018)
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
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. 10 (7) (2018)
Zhihui Wang, Andrew K. Skidmore, Tiejun Wang, Roshanak Darvishzadeh, Uta Heiden, Marco Heurich, Hooman Latifi, John Hearne
Canopy foliar nitrogen retrieved from airborne hyperspectral imagery by correcting for canopy structure effects. Int. J. Appl. Earth Obs. Geoinformation 54 (2017)
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
Spatially detailed retrievals of spring phenology from single-season high-resolution image time series. Int. J. Appl. Earth Obs. Geoinformation 59 (2017)
Angela Lausch, Stefan Erasmi, Douglas J. King, Paul Magdon, Marco Heurich
Understanding Forest Health with Remote Sensing-Part II - A Review of Approaches and Data Models. Remote. Sens. 9 (2) (2017)
Steven Hill, Hooman Latifi, Marco Heurich, Jörg Müller
Individual-tree- and stand-based development following natural disturbance in a heterogeneously structured forest: A LiDAR-based approach. Ecol. Informatics 38 (2017)
Zhihui Wang, Tiejun Wang, Roshanak Darvishzadeh, Andrew K. Skidmore, Simon D. Jones, Lola Suárez, William Woodgate, Uta Heiden, Marco Heurich, John W. Hearne
Vegetation Indices for Mapping Canopy Foliar Nitrogen in a Mixed Temperate Forest. Remote. Sens. 8 (6) (2016)
Marion Pause, Christian Schweitzer, Michael Rosenthal, Vanessa Keuck, Jan Bumberger, Peter Dietrich, Marco Heurich, András Jung, Angela Lausch
/Remote Sensing Integration to Assess Forest Health - A Review. Remote. Sens. 8 (6) (2016)
Abebe Mohammed Ali, Roshanak Darvishzadeh, Andrew K. Skidmore, Iris van Duren, Uta Heiden, Marco Heurich
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 45 (2016)
Maria Luisa Damiani, Hamza Issa, Giuseppe Fotino, Marco Heurich, Francesca Cagnacci
Introducing 'presence' and 'stationarity index' to study partial migration patterns: an application of a spatio-temporal clustering technique. Int. J. Geogr. Inf. Sci. 30 (5) (2016)
Przemyslaw Polewski, Wei Yao, Marco Heurich, Peter Krzystek, Uwe Stilla
Combining Active and Semisupervised Learning of Remote Sensing Data Within a Renyi Entropy Regularization Framework. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (7) (2016)
Nina Amiri, Wei Yao, Marco Heurich, Peter Krzystek, Andrew K. Skidmore
Estimation of regeneration coverage in a temperate forest by 3D segmentation using airborne laser scanning data. Int. J. Appl. Earth Obs. Geoinformation 52 (2016)
Angela Lausch, Stefan Erasmi, Douglas J. King, Paul Magdon, Marco Heurich
Understanding Forest Health with Remote Sensing -Part I - A Review of Spectral Traits, Processes and Remote-Sensing Characteristics. Remote. Sens. 8 (12) (2016)
Przemyslaw Polewski, Wei Yao, Marco Heurich, Peter Krzystek, Uwe Stilla
Active learning approach to detecting standing dead trees from ALS point clouds combined with aerial infrared imagery. CVPR Workshops (2015)
Hooman Latifi, Fabian Ewald Fassnacht, Jörg Müller, Agalya Tharani, Stefan W. Dech, Marco Heurich
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 42 (2015)
Zhihui Wang, Andrew K. Skidmore, Roshanak Darvishzadeh, Uta Heiden, Marco Heurich, Tiejun Wang
Leaf Nitrogen Content Indirectly Estimated by Leaf Traits Derived From the PROSPECT Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (6) (2015)
Gennady L. Andrienko, Natalia V. Andrienko, Marco Heurich
An event-based conceptual model for context-aware movement analysis. Int. J. Geogr. Inf. Sci. 25 (9) (2011)