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Immitzer Markus
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** = Publications listed in SCI/SSCI - Journals (published in Web of Science)
* = peer-reviewed publication (not listed in SCI/SSCI)
Only: Full paper/article, Review, Proceedings Paper
= Open Access - Publications
2023
Journal Articles
** Diószegi, G; Immitzer, M; Müller, MM; Vacik, H Effects of interaction between forest structure and precipitation event characteristics on fuel moisture conditions.
AGR FOREST METEOROL. 2023; 342, 109681 WoS FullText FullText_BOKU** Iglseder, A; Immitzer, M; Dostalova, A; Kasper, A; Pfeifer, N; Bauerhansl, C; Schotl, S; Hollaus, M The potential of combining satellite and airborne remote sensing data for habitat classification and monitoring in forest landscapes.
INT J APPL EARTH OBS. 2023; 117, 103131 WoS FullText FullText_BOKU** Immitzer, M; Atzberger, C Tree Species Diversity Mapping-Success Stories and Possible Ways Forward.
REMOTE SENS-BASEL. 2023; 15(12), 3074
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** Milanovic, S; Trailovic, Z; Milanovic, SD; Hochbichler, E; Kirisits, T; Immitzer, M; Cermak, P; Pokorny, R; Jankovsky, L; Jaafari, A Country-Level Modeling of Forest Fires in Austria and the Czech Republic: Insights from Open-Source Data.
SUSTAINABILITY-BASEL. 2023; 15(6), 5269
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** Miraki, M; Sohrabi, H; Immitzer, M Tree Species Mapping in Mangrove Ecosystems Using UAV-RGB Imagery and Object-Based Image Classification.
J INDIAN SOC REMOTE. 2023; 51(10): 2095-2103. WoS FullText FullText_BOKUConference & Workshop Proceedings, Paper, Abstract
Parizzi, TNT; Immitzer, M;Hemes, KH; Fronza, JG; Pierre, J; Justina DDD, Atzberger, C
(2023): Monitoring agroforestry projects over time by remote sensing: dynamic baselines for the quantification of additionality.
[XX Brazilian Symposium on Remote Sensing , Florianopolis, BRAZIL, 02.04.2023 - 05.04.2023]
Vacik, H; Müller, MM; Silva Andrade, M; Immitzer, M; Dioszegi, G; Atzberger, C; Hollaus, M; Schlaffer, S; Zotta, RM
(2023): Improving an integrated fire danger assessment with high resolution vegetation parameters.
[Poster]
[8th International Wildland Fire Conference, Governance Principles: Towards and International Framework, Porto, 16.05.2023 - 19.05.2023]
Editorial
Immitzer, M; Mutanga, O; Atzberger, C (2023): Mapping Tree Species Diversity.
, 403; MDPI, Basel; ISBN: 978-3-0365-8526-0 FullText2022
Monographs
Nopp-Mayr, U; Kunz, F; Immitzer, M; Tiefnig, K; Zeiler, H (2022): Modellierung des Lebensraumpotenzials für Rotwild, der Schäleanfälligkeit von Wäldern sowie des schälebezogenen Konfliktpotenzials mittels mechanistischer Ansätze. Version 1.0 (Stand Okt. 2020). Modelldokumentation und -argumentation..
BOKU-Berichte zur Wildtierforschung und Wildbewirtschaftung Nr. 30, 42, Universität für Bodenkultur Wien, Wien, Österreich FullTextJournal Articles
** Buhvald, AP; Racic, M; Immitzer, M; Ostir, K; Veljanovski, T Grassland Use Intensity Classification Using Intra-Annual Sentinel-1 and-2 Time Series and Environmental Variables.
REMOTE SENS-BASEL. 2022; 14(14), 3387
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** Ghassemi, B; Dujakovic, A; Zoltak, M; Immitzer, M; Atzberger, C; Vuolo, F Designing a European-Wide Crop Type Mapping Approach Based on Machine Learning Algorithms Using LUCAS Field Survey and Sentinel-2 Data.
REMOTE SENS-BASEL. 2022; 14(3), 541
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** Ghassemi, B; Immitzer, M; Atzberger, C; Vuolo, F Evaluation of Accuracy Enhancement in European-Wide Crop Type Mapping by Combining Optical and Microwave Time Series.
LAND-BASEL. 2022; 11(9), 1397
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** Lechner, M; Dostalova, A; Hollaus, M; Atzberger, C; Immitzer, M Combination of Sentinel-1 and Sentinel-2 Data for Tree Species Classification in a Central European Biosphere Reserve.
REMOTE SENS-BASEL. 2022; 14(11), 2687
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** Maxwald, M; Immitzer, M; Rauch, HP; Preti, F Analyzing Fire Severity and Post-Fire Vegetation Recovery in the Temperate Andes Using Earth Observation Data.
FIRE-BASEL. 2022; 5(6), 211
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** Som-ard, J; Immitzer, M; Vuolo, F; Ninsawat, S; Atzberger, C Mapping of crop types in 1989, 1999, 2009 and 2019 to assess major land cover trends of the Udon Thani Province, Thailand.
COMPUT ELECTRON AGR. 2022; 198, 107083 WoS FullText FullText_BOKU2021
** Bauer, T; Immitzer, M; Mansberger, R; Vuolo, F; Markus, B; Wojtaszek, MV; Foldvary, L; Szablowska-Midor, A; Kozak, J; Oliveira, I; van Lieshout, A; Vekerdy, Z; Ninsawat, S; Mozumder, C The Making of a Joint E-Learning Platform for Remote Sensing Education: Experiences and Lessons Learned.
REMOTE SENS-BASEL. 2021; 13(9), 1718
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** Einzmann, K; Atzberger, C; Pinnel, N; Glas, C; Bock, S; Seitz, R; Immitzer, M Early detection of spruce vitality loss with hyperspectral data: Results of an experimental study in Bavaria, Germany.
REMOTE SENS ENVIRON. 2021; 266, 112676 WoS FullText FullText_BOKU** Graf, M; Immitzer, M; Hietz, P; Stangl, R Water-Stressed Plants Do Not Cool: Leaf Surface Temperature of Living Wall Plants under Drought Stress.
SUSTAINABILITY-BASEL. 2021; 13(7), 3910
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** Som-ard, J; Atzberger, C; Izquierdo-Verdiguier, E; Vuolo, F; Immitzer, M Remote Sensing Applications in Sugarcane Cultivation: A Review.
REMOTE SENS-BASEL. 2021; 13(20), 4040
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Conference & Workshop Proceedings, Paper, Abstract
Iglseder, A;Immitzer, M; Bauerhansl, Ch; Hoffert-Hösl, H; Kramer, K; Kasper, A; Schnetz, ME; Lehner, L; Hollaus, M
(2021): Potential of Sentinel and high resolution EO data for monitoring nature protection in cities–the SeMoNa22 project.
[European Geosciences Union EGU General Assembly 2021, Online, 19.04.2021 - 30.04.2021]
2020
Journal Articles
** Daryaei, A; Sohrabi, H; Atzberger, C; Immitzer, M Fine-scale detection of vegetation in semi-arid mountainous areas with focus on riparian landscapes using Sentinel-2 and UAV data.
COMPUT ELECTRON AGR. 2020; 177, 105686 WoS FullText FullText_BOKU** Hoerbinger, S; Obriejetan, M; Rauch, HP; Immitzer, M Assessment of safety-relevant woody vegetation structures along railway corridors.
ECOL ENG. 2020; 158, 106048 WoS FullText FullText_BOKUConference & Workshop Proceedings, Paper, Abstract
Zotta, RM; Atzberger, C; Degenhart, J; Hollaus, M; Immitzer, M; Krajnz, H; Lick, H; Müller, MM; Oblasser, H; Schaffhauser, A; Schlaffer, S; Vacik, H; Dorigo, W
(2020): CONFIRM – Copernicus Data for Novel High-Resolution Wildfire Danger Services in Mountain Regions.
[European Geosciences Union EGU General Assembly 2020, Online, 04.05.2020 - 08.05.2020]
2019
Journal Articles
** Immitzer, M; Neuwirth, M; Bock, S; Brenner, H; Vuolo, F; Atzberger, C Optimal Input Features for Tree Species Classification in Central Europe Based on Multi-Temporal Sentinel-2 Data.
REMOTE SENS-BASEL. 2019; 11(22), 2599
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Conference & Workshop Proceedings, Paper, Abstract
Immitzer, M
(2019): Vegetationsbeschreibung mittels optischen Fernerkundungsdaten – von Drohne bis Satellit
.
[Hydraulische Berechnung von Fließgewässern mit Vegetation, Vienna, Austria, 13.11.2019]
Immitzer, M
(2019): Erfassung von Baumarten, Kalamitäten und Holzvorrat mittels hochaufgelösten Satellitendaten.
[Regionalseminar, Bruck an der Mur, Austria, 13.03.2019]
Immitzer, M; Neuwirth, M; Böck, S; Vuolo, F; Brenner, H; Atzberger, C
(2019): The added value of multi-temporal Sentinel-2 data for forest monitoring in the Wienerwald Biosphere Reserve.
[25th IUFRO World Congress 2019 - Forest Research and Cooperation for Sustainable Development, Curitiba, Brazil, 29.09.2019 - 05.10.2019]
Kampen, M; Lederbauer, S; Mund JP, Immitzer, M
(2019): UAV-Based Multispectral Data for Tree Species Classification and Tree Vitality Analysis.
[Dreiländertagung OVG, DGPF, SGPF 2019, Vienna, Austria, 20.02.2019 - 22.02.2019]
Mansberger, R; Bauer, T; Immitzer, M; Vuolo, F
(2019): Bildungsprojekte im Fachbereich Photogrammetrie, Fernerkundung und GIS: Herausforderungen, Chancen und Grenzen.
[Dreiländertagung OVG, DGPF, SGPF 2019, Vienna, Austria, 20.02.2019 - 22.02.2019]
2018
Journal Articles
** Hoerbinger, S; Immitzer, M; Obriejetan, M; Rauch, HP GIS-based assessment of ecosystem service demand concerning green infrastructure line-side vegetation.
ECOL ENG. 2018; 121: 114-123. WoS FullText FullText_BOKU** Immitzer, M; Bock, S; Einzmann, K; Vuolo, F; Pinnel, N; Wallner, A; Atzberger, C Fractional cover mapping of spruce and pine at 1 ha resolution combining very high and medium spatial resolution satellite imagery.
REMOTE SENS ENVIRON. 2018; 204: 690-703. WoS FullText FullText_BOKU** Maschler, J; Atzberger, C; Immitzer, M Individual Tree Crown Segmentation and Classification of 13 Tree Species Using Airborne Hyperspectral Data.
REMOTE SENS-BASEL. 2018; 10(8):
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** Ng, WT; Silva, ACD; Rima, P; Atzberger, C; Immitzer, M Ensemble approach for potential habitat mapping of invasive Prosopis spp. in Turkana, Kenya.
ECOL EVOL. 2018; 8(23): 11921-11931.
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** Vuolo, F; Neuwirth, M; Immitzer, M; Atzberger, C; Ng, WT How much does multi-temporal Sentinel-2 data improve crop type classification?.
INT J APPL EARTH OBS. 2018; 72: 122-130. WoS FullText FullText_BOKUChapter in Collected Volumes
Immitzer, M; Neuwirth, M; Böck, S; Vuolo, F, Atzberger, C; Brenner, H; Greisberger, H (2018): Tree Species Mapping with Multitemporal Sentinel-2 Data .
In: European Commision, ESA, NERUS, The ever-growing use of Copernicus across Europe' Regions, A selection of 99 user stories by local and regional authorities, 140-141; European Commision, ESA, NERUS, Brüssel FullText2017
Journal Articles
** Bock, S; Immitzer, M; Atzberger, C On the Objectivity of the Objective Function-Problems with Unsupervised Segmentation Evaluation Based on Global Score and a Possible Remedy.
REMOTE SENS-BASEL. 2017; 9(8):
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** Einzmann, K; Immitzer, M; Bock, S; Bauer, O; Schmitt, A; Atzberger, C Windthrow Detection in European Forests with Very High-Resolution Optical Data.
FORESTS. 2017; 8(1):
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** Fassnacht, FE; Mangold, D; Schafer, J; Immitzer, M; Kattenborn, T; Koch, B; Latifi, H Estimating stand density, biomass and tree species from very high resolution stereo-imagery - towards an all-in-one sensor for forestry applications?.
FORESTRY. 2017; 90(5): 613-631. WoS FullText FullText_BOKU** Ng, WT; Rima, P; Einzmann, K; Immitzer, M; Atzberger, C; Eckert, S Assessing the Potential of Sentinel-2 and Pleiades Data for the Detection of Prosopis and Vachellia spp. in Kenya.
REMOTE SENS-BASEL. 2017; 9(1):
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** Sachser, F; Nopp-Mayr, U; Zohmann, M; Schweiger, AK; Grunschachner-Berger, V; Immitzer, M Searching the right tie-Expert-based vs. statistical niche modeling for habitat management at the alpine treeline ecotone.
ECOL ENG. 2017; 100: 107-119. WoS FullText FullText_BOKU** Stepper, C; Straub, C; Immitzer, M; Pretzsch, H Using canopy heights from digital aerial photogrammetry to enable spatial transfer of forest attribute models: a case study in central Europe.
SCAND J FOREST RES. 2017; 32(8): 748-761. WoS FullText FullText_BOKUDoctoral Thesis
Immitzer, M (2017): Mapping Tree Species, Forest Calamities and Growing Stock using High-Resolution Satellite Imagery – Possibilities and Limits .
, 266; Universität für Bodenkultur Wien2016
Journal Articles
** Eberhardt, IDR; Schultz, B; Rizzi, R; Sanches, ID; Formaggio, AR; Atzberger, C; Mello, MP; Immitzer, M; Trabaquini, K; Foschiera, W; Luiz, AJB Cloud Cover Assessment for Operational Crop Monitoring Systems in Tropical Areas.
REMOTE SENS-BASEL. 2016; 8(3): WoS FullText FullText_BOKU** Immitzer, M; Stepper, C; Bock, S; Straub, C; Atzberger, C Use of WorldView-2 stereo imagery and National Forest Inventory data for wall-to-wall mapping of growing stock.
FOREST ECOL MANAG. 2016; 359: 232-246. WoS FullText FullText_BOKU** Immitzer, M; Vuolo, F; Atzberger, C First Experience with Sentinel-2 Data for Crop and Tree Species Classifications in Central Europe.
REMOTE SENS-BASEL. 2016; 8(3): WoS FullText FullText_BOKU** Ng, WT; Meroni, M; Immitzer, M; Bock, S; Leonardi, U; Rembold, F; Gadain, H; Atzberger, C Mapping Prosopis spp. with Landsat 8 data in arid environments: Evaluating effectiveness of different methods and temporal imagery selection for Hargeisa, Somaliland.
INT J APPL EARTH OBS. 2016; 53: 76-89. WoS FullText FullText_BOKU** Vuolo, F; Zoltak, M; Pipitone, C; Zappa, L; Wenng, H; Immitzer, M; Weiss, M; Baret, F; Atzberger, C Data Service Platform for Sentinel-2 Surface Reflectance and Value-Added Products: System Use and Examples.
REMOTE SENS-BASEL. 2016; 8(11):
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* Ng, WT; Immitzer, M; Floriansitz, M; Vuolo, F; Luminari, L; Adede, C; Wahome, R; Atzberger, C (2016): Mapping Prosopis spp. within the Tarach water basin, Turkana, Kenya using Sentinel-2 imagery.
Proceedings of SPIE - International Society for Optical Engineering, 9998, 1-13; ISSN 0277-786X FullText FullText_BOKUConference & Workshop Proceedings, Paper, Abstract
Böck, S; Immitzer, M; Atzberger, C
(2016): Automated segmentation parameter selection and classification of urban scenes using open-source software.
[GEOBIA 2016 : Solutions and Synergies, Enschede, Netherlands, 14.09.2016 - 16.09.2016]
Böck, S; Immitzer, M; Schultz, B; Vuolo, F; Atzberger, C
(2016): Identifying suitable segmentation parameters for an object-based image classification.
[Poster]
[GEOBIA 2016 : Solutions and Synergies, Enschede, Netherlands, 14.09.2016 - 16.09.2016]
Einzmann, K; Schmitt, A; Bauer, O; Böck, S; Immitzer, M; Atzberger, C
(2016): Fast Response: Windthrow detection with satellite data.
[Poster]
[3rd EARSeL Workshop SIG on Forestry, Krakow, Poland, 15.09.2016 - 16.09.2016]
Hörbinger, S; Obriejetan, M; Rauch, H.P; Immitzer, M.
(2016): GIS based classification of railway lineside vegeta
tion to identify local ecosystem
services demonstrated with a trial site in Austria.
[5th International EcoSummit Ecological Sustainability: Engineering Change, Montpellier, France, 29.08.2016 - 01.09.2016]
Immitzer, M; Vuolo, F; Einzmann, K; Ng, TW; Böck, S; Atzberger, C
(2016): Verwendung von multispektralen Sentinel-2 Daten für die Baumartenklassifikation und Vergleich mit anderen Satellitensensoren.
[Dreiländertagung der DGPF, der OVG und der SGPF, Bern, Switzerland, 08.06.2016 - 09.06.2016]
Zohmann, M; Sachser, F; Immitzer, M; Pennerstorfer; Nopp-Mayr, U
(2016): Modelling habitat use of grouse species in Austria for conservation issues.
[Poster]
[1st Joint Meeting of Young Ornithologists, Vienna, Austria, 04.11.2016 - 06.11.2016]
2015
Journal Articles
** Atzberger, C; Darvishzadeh, R; Immitzer, M; Schlerf, M; Skidmore, A; le Maire, G Comparative analysis of different retrieval methods for mapping grassland leaf area index using airborne imaging spectroscopy.
INT J APPL EARTH OBS. 2015; 43: 19-31. WoS FullText FullText_BOKU** Schultz, B; Immitzer, M; Formaggio, AR; Sanches, ID; Luiz, AJB; Atzberger, C Self-Guided Segmentation and Classification of Multi-Temporal Landsat 8 Images for Crop Type Mapping in Southeastern Brazil.
REMOTE SENS-BASEL. 2015; 7(11): 14482-14508. WoS FullText FullText_BOKUConference & Workshop Proceedings, Paper, Abstract
Bauer, O; Seitz, R; Einzmann, K; Immitzer, M; Atzberger, C; Schmitt, A; Hirner, A; Müller, A; Frost, M; Kanzian, M
(2015): Development of a Remote Sensing Based Fast Response System to Support the Management of Storm Calamities in Forests.
[The 2nd International Workshop on Temporal Analysis of Satellite Images, Stockholm, Sweden, 15.06.2015 - 18.06.2015]
Einzmann, K;
Schmitt, A;
Bauer, O;
Immitzer, M;
Seitz, R;
Müller, A;
Atzberger, C
(2015): Windthrow change detection analysis (FastResponse).
[Poster]
[35th EARSeL Symposium European Remote Sensing 2015, Stockholm, Sweden, 15.06.2015 - 18.06.2015]
Schultz, B; Immitzer, M; Formaggio, AR; Atzberger, C
(2015): Object-based crop classification using multitemporal OLI imagery and Chain Classification with Random Forest.
[Poster]
[17th Brazilian Symposium on Remote Sensing, João Pessoa, Brazil, 25.04.2015 - 29.04.2015]
2014
Journal Articles
** Einzmann, K; Ng, WT; Immitzer, M; Bachmann, M; Pinnel, N; Atzberger, C Method Analysis for Collecting and Processing in-situ Hyperspectral Needle Reflectance Data for Monitoring Norway Spruce.
PHOTOGRAMM FERNERKUN. 2014; (5): 423-434. WoS FullText FullText_BOKU** Immitzer, M; Atzberger, C Early Detection of Bark Beetle Infestation in Norway Spruce (Picea abies, L.) using WorldView-2 Data.
PHOTOGRAMM FERNERKUN. 2014; (5): 351-367. WoS FullText FullText_BOKU** Immitzer, M; Nopp-Mayr, U; Zohmann, M Effects of habitat quality and hiking trails on the occurrence of Black Grouse (Tetrao tetrix L.) at the northern fringe of alpine distribution in Austria.
J ORNITHOL. 2014; 155(1): 173-181. WoS FullText FullText_BOKU** Zohmann, M; Immitzer, M; Woss, M; Gossow, H; Nopp-Mayr, U Modelling habitat use of Tetrao urogallus L. in Austria for conservation issues.
J NAT CONSERV. 2014; 22(3): 223-234. WoS FullText FullText_BOKU* Immitzer, M; Toscani, P; Atzberger, C (2014): The Utility of Wavelet‐based Texture Measures to Improve Objectbased Classification of Aerial Images.
South-Eastern European Journal of Earth Observation and Geomatics, 3, 79-84; ISSN 2241-1224 FullTextConference & Workshop Proceedings, Paper, Abstract
Atzberger, C; Böck, S; Immitzer, M; Einzmann, K; Koukal, T; Ng, WT
(2014): Comparative assessment of several segmentation algorithms and development of scale independent quality indicators
.
[GEOBIA 2014, Thessaloniki, Greece, 21.05.2014 - 24.05.2014]
Bauer, O; Seitz, R; Wallner, A; Einzmann, K; Immitzer, M; Müller, A
(2014): Development of a remote sensing based fast response system for the
handling of calamities in forests
(FastResponse).
[Poster]
[34th EARSeL Symposium 2012, Warsaw, Poland, 16.06.2012 - 20.06.2012]
Einzmann, K; Ng, WT; Immitzer, M; Henning, L; Bachmann, M; Atzberger, C
(2014): Method analysis for collecting and processing hyperspectral needle
reflectance data for monitoring spruce vitality.
[Poster]
[34th EARSeL Symposium 2012, Warsaw, Poland, 16.06.2014 - 20.06.2014]
Henning, L; Pinnel, N; Immitzer, M; Heiden, U
(2014): Early Recognition of Changes in the Health Status of Norway Spruce with Hyperspectral Data.
[34th EARSeL Symposium 2012, Warsaw, Poland, 16.06.2012 - 20.06.2012]
Immitzer, M; Toscani, P; Atzberger, C
(2014): The Utility of Wavelet‐based Texture Measures to Improve Objectbased Classification of Aerial Images.
[GEOBIA 2014, Thessaloniki, Greece, 21.05.2014 - 24.05.2014]
2013
Journal Articles
** Toscani, P; Immitzer, M; Atzberger, C Wavelet-based texture measures for object-based classification of aerial images.
PHOTOGRAMM FERNERKUN. 2013; (2): 105-121. WoS FullText FullText_BOKUMaster / Diploma Thesis
Immitzer, M (2013): Auswertung von Airborne-Laser-Scanning-Daten für die Ableitung des Holzvorrates im Lehrforst der Universität für Bodenkultur.
, 155; Universität für Bodenkultur Wien2012
Journal Articles
** Immitzer, M; Atzberger, C; Koukal, T Tree Species Classification with Random Forest Using Very High Spatial Resolution 8-Band WorldView-2 Satellite Data.
REMOTE SENS-BASEL. 2012; 4(9): 2661-2693. WoS FullText FullText_BOKU** Immitzer, M; Atzberger, C; Koukal, T Suitability of WorldView-2 data for tree species classification with special emphasis on the four new spectral bands.
PHOTOGRAMM FERNERKUN. 2012; (5): 573-588. WoS FullText FullText_BOKUConference & Workshop Proceedings, Paper, Abstract
Immitzer, M; Koukal, T
(2012): Assessment of the 8-band WorldView-2 imagery to detect bark beetle infestation in Norway spruce forests.
[Poster]
[ForestSAT 2012, Corvallis, OR, USA, 11.09.2012 - 14.09.2012]
2011
Master / Diploma Thesis
Immitzer, M (2011): Modellierung der Habitateignung für das Birkhuhn (Tetrao tetrix) im Südosten des Kasberges (Oberösterreich) unter besonderer Berücksichtigung anthropogener Störungen .
, 82; Universität für Bodenkultur Wien2008
Chapter in Collected Volumes
Weissenhofer, A., Huber W., Koukal, T., Immitzer, M., Schembera, E., Sontag, S., Zamora, N., Weber, A. (2008): Ecosystem diversity in the Piedras Blancas Nationalpark and adjacent areas (Costa Rica).
In: Weissenhofer A.,Huber W., Mayer V., Pamperl S., Weber A., Aubrecht G. (Eds.), Natural and Cultural History of the Golfo Dulce region, Costa Rica. Stapfia 88; Biologiezentrum der OÖ Landesmuseen, Linz