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Marco Heurich
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2020 – today
- 2024
- [j41]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): 2824 (2024) - [i4]Vanessa Suessle, Marco Heurich, Colleen T. Downs, Andreas Weinmann, Elke Hergenröther:
CNN Based Flank Predictor for Quadruped Animal Species. CoRR abs/2406.13588 (2024) - 2023
- [d1]Johannes De Groeve
, Marco Salvatori
, Emiel van Loon
, Bernard De Baets
, Nicolas Morellet
, Stefano Focardi
, Nadège C. Bonnot
, Benedikt Gehr
, Matteo Griggio
, Marco Heurich
, Max Kroeschel
, Alain Licoppe
, Paul Moorcroft
, Luca Pedrotti, Johannes Signer
, Nico Van de Weghe
, Francesca Cagnacci
:
Data from: Day versus night use of forest by red and roe deer as determined by Corine Land Cover and Copernicus Tree Cover Density: assessing use of geographic layers in movement ecology. Zenodo, 2023 - [i3]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 abs/2301.01841 (2023) - 2022
- [j40]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: 1-13 (2022) - 2021
- [j39]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: 102242 (2021) - [j38]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: 102311 (2021) - [j37]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: 102478 (2021) - [j36]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): 106-120 (2021) - [j35]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): 3325 (2021) - [c5]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: 547-564 - [c4]Leonidas Alagialoglou, Ioannis Manakos
, Marco Heurich, Jaroslav Cervenka, Anastasios Delopoulos
:
Canopy Height Estimation from Spaceborne Imagery Using Convolutional Encoder-Decoder. MMM (2) 2021: 307-317 - [i2]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 abs/2105.01998 (2021) - [i1]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 abs/2112.02725 (2021) - 2020
- [j34]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) - [j33]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: 102037 (2020) - [j32]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: 102191 (2020) - [j31]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): 1530-1551 (2020) - [j30]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): 661 (2020) - [j29]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): 1788 (2020) - [j28]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): 3573 (2020) - [j27]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): 3690 (2020) - [c3]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: 368-373
2010 – 2019
- 2019
- [j26]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: 58-70 (2019) - [j25]Haidi Abdullah
, Andrew K. Skidmore, Roshanak Darvishzadeh
, Marco Heurich:
Timing of red-edge and shortwave infrared reflectance critical for early stress detection induced by bark beetle (Ips typographus, L.) attack. Int. J. Appl. Earth Obs. Geoinformation 82 (2019) - [j24]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) - [j23]Haidi Abdullah
, Roshanak Darvishzadeh
, Andrew K. Skidmore
, Marco Heurich:
Sensitivity of Landsat-8 OLI and TIRS Data to Foliar Properties of Early Stage Bark Beetle (Ips typographus, L.) Infestation. Remote. Sens. 11(4): 398 (2019) - [j22]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): 1160 (2019) - [j21]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): 1260 (2019) - [j20]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): 2614 (2019) - [j19]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): 2853 (2019) - 2018
- [j18]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: 199-209 (2018) - [j17]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: 207-219 (2018) - [j16]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): 1120 (2018) - [j15]Katarzyna Zielewska-Büttner
, Marco Heurich
, Jörg Müller
, Veronika Braunisch:
Remotely Sensed Single Tree Data Enable the Determination of Habitat Thresholds for the Three-Toed Woodpecker (Picoides tridactylus). Remote. Sens. 10(12): 1972 (2018) - [c2]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: 8977-8980 - 2017
- [j14]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: 84-94 (2017) - [j13]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: 19-30 (2017) - [j12]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: 12-25 (2017) - [j11]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): 129 (2017) - 2016
- [j10]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: 66-76 (2016) - [j9]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: 252-262 (2016) - [j8]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): 907-928 (2016) - [j7]Marion Pause
, Christian Schweitzer, Michael Rosenthal, Vanessa Keuck, Jan Bumberger
, Peter Dietrich, Marco Heurich
, András Jung
, Angela Lausch
:
In Situ/Remote Sensing Integration to Assess Forest Health - A Review. Remote. Sens. 8(6): 471 (2016) - [j6]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): 491 (2016) - [j5]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): 1029 (2016) - [j4]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): 2910-2922 (2016) - 2015
- [j3]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: 162-174 (2015) - [j2]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): 3172-3182 (2015) - [c1]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: 10-18 - 2011
- [j1]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): 1347-1370 (2011)
Coauthor Index
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