Mathias Schardt

Research output

Research output per year 2003 2004 2005 2007 2008 2010 2011 2021

• 61 Conference paper
• 29 Article
• 11 (Old data) Lecture or Presentation
• 5 Other report
• 11 More
  • 5 Poster
  • 3 Chapter
  • 2 Paper
  • 1 Commissioned report

Research output per year

Research output per year

Search results

• 2021

  Endbericht AnimalProtect

  Schöggl, F., Sobe, C. & Schardt, M., 26 Jan 2021, (Submitted)

  Research output: Book/Report › Commissioned report › peer-review
• 2020

  Airborne High Resolution Remote Sensing for Near Real Time Fire Detection and Surveillance

  Almer, A., Schnabel, T., Raggam, H., Perko, R., Köfler, A. & Schardt, M., Oct 2020, Proceedings of Disaster Research Days. Innsbruck, Austria

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• A Near Real-Time Method for Forest Change Detection Based on a Structural Time Series Model and the Kalman Filter

  Puhm, M., Deutscher, J., Hirschmugl, M., Wimmer, A., Schmitt, U. & Schardt, M., 24 Sept 2020, In: Remote Sensing . 12, 19, 23 p., 3135.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Real Time 100%
  • Time Series 100%
  • Change Detection 100%
  • Kalman Filter 100%
  • Vegetation 66%

• Use of SAR and Optical Time Series for Tropical Forest Disturbance Mapping

  Hirschmugl, M., Deutscher, J., Sobe, C., Bouvet, A., Mermoz, S. & Schardt, M., Feb 2020, In: Remote Sensing . 12, 4, 727.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Regrowth 100%
• 2019

  Deep Learning based single tree species classification using ALS data

  Mustafic, S. & Schardt, M., 8 Oct 2019.

  Research output: Contribution to conference › Poster › peer-review

• Deep Learning-basierte Baumartenklassifizierung auf Basis von ALS-Daten

  Mustafic, S. & Schardt, M., 20 Feb 2019, Dreiländertagung 2019, Photogrammetrie, Fernerkundung und Geoinformation, OVG – DGPF – SGPF. Vol. 28. p. 527-536 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Deep-Learning-basierte Baumartenklassifizierung auf Basis von multitemporalen ALS-Daten

  Mustafic, S. & Schardt, M., 3 Jul 2019, AGIT ‒ Journal für Angewandte Geoinformatik. Vol. 5-2019. p. 329-337 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

• Multiple View Geometry in Remote Sensing: An Empirical Study based on Pléiades Satellite Images

  Perko, R., Schardt, M., Piermattei, L., Auer, S. & Roth, P. M., 2019, Proceedings of the IEEE International Geoscience and Remote Sensing Symposium. Yokohama, Japan, p. 3629-3632

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Remote Sensing 100%
  • Satellite Image 100%
  • Multiple View 100%
  • Surface Model 66%
  • Computer Vision 50%

• Potential of modern photogrammetry versus airborne laser scanning for estimating forest variables in a mountain environment

  Ullah, S., Dees, M., Datta, P., Adler, P., Schardt, M. & Koch, B., 2019, In: Remote Sensing . 11, 6, 661.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Using Multiple Along an Across Track Pleiades Stereo Images for Improved Digital Surface Model Generation

  Perko, R., Hirschmugl, M., Deutscher, J., Schardt, M., Hollaus, M. & Roth, P. M., 2019, Proceedings of EARSEL Symposium. Salzburg, Austria, p. 134-135

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
• 2018

  3D-Pleiades Mapping for IPCC Reporting

  Schmitt, U., Hirschmugl, M., Perko, R., Schardt, M., Wang, J., Chew, P. T., Xue, C. & Ibrahim, H., Oct 2018, Proceedings of 2nd Conference on Mapping Urban Areas from Space. Frascati, Italy, 2

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Deriving accurate GCPs from TerraSAR-X stereo data over urban areas

  Perko, R., Koppe, W., Raggam, H., Gutjahr, K. & Schardt, M., 2018, Proceedings of EARSEL Symposium 2018, Chania, Greece. Chania, Greece, 19 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Drought impact on phenology and green biomass production of alpine mountain forest-Case study of South Tyrol 2001-2012 inspected with MODIS time series

  Lewinska, K. E., Ivits, E., Schardt, M. & Zebisch, M., 16 Feb 2018, In: Forests. 9, 2, 91.

  Research output: Contribution to journal › Article › peer-review

  • Time Series 100%
  • Mountain Forest 100%
  • MODIS 100%
  • Phenology 100%
  • Moderate Resolution Imaging Spectroradiometer 100%

• Versatzkorrekturen von Multitemporalen ALS-Daten

  Mustafic, S. & Schardt, M., Jul 2018, In: AGIT ‒ Journal für Angewandte Geoinformatik. 2018, 4, p. 53-58 6 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Very High Resolution Mapping with the Pleiades Satellite Constellation

  Perko, R., Raggam, H., Schardt, M. & Roth, P. M., Dec 2018, In: American Journal of Remote Sensing. 6, 2, p. 89-99 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Digital Terrain Model 100%
  • Satellite Constellation 100%
  • Computer Vision 100%
  • Stereo Matching 100%
  • Model Generation 100%
• 2017

  An unsupervised two-stage clustering approach for forest structure classification based on X-band InSAR data - A case study in complex temperate forest stands

  Abdullahi, S., Schardt, M. & Pretzsch, H., 2017, In: International Journal of Applied Earth Observation and Geoinformation. 57, p. 36-48

  Research output: Contribution to journal › Article › peer-review

• Fusion of Point Clouds derived from Aerial Images

  Schönfelder, A., Gutjahr, K., Perko, R. & Schardt, M., 2017, p. 139. 144 p.

  Research output: Contribution to conference › Paper › peer-review

  • State of the Art 100%
  • High Spatial Resolution 100%
  • Airborne Sensing 100%

• Methods for Mapping Forest Disturbance and Degradation from Optical Earth Observation Data: a Review

  Hirschmugl, M., Gallaun, H., Dees, M., Datta, P., Deutscher, J., Koutsias, N. & Schardt, M., 2017, In: Current Forestry Reports. 3, 1, p. 32-45

  Research output: Contribution to journal › Article › peer-review

  • Time Series 100%
  • Time Series Analysis 100%
  • Real Time 50%
  • State of the Art 50%
  • Landsat 50%
• 2016

  Alpine forest drought monitoring in South Tyrol: PCA based synergy between scPDSI data and MODIS derived NDVI and NDII7 time series

  Lewinska, K. E., Ivits, E., Schardt, M. & Zebisch, M., Aug 2016, In: Remote Sensing . 2016 8(8), 639, 639.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Time Series 100%
  • Normalized Difference Vegetation Index 100%
  • Principal Component Analysis 100%
  • MODIS 100%
  • Vegetation 25%

• DEM-based epipolar rectification for radargrammetry

  Perko, R., Gutjahr, K., Raggam, J. & Schardt, M., Jun 2016, EARSEL Samposium. Bonn, Vol. 36. p. 150-151

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Methode für die automatische Verifizierung der Ergebnisse der Einzelbaumdetektion, Baumartenklassifizierung und Baumkronengrenzen aus LiDAR-Daten

  Mustafic, S. & Schardt, M., 7 Jul 2016, AGIT ‒ Journal für Angewandte Geoinformatik. Berlin: Wichmann Verlag, Vol. 2. p. 600-605 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

• Tropical forest degradation monitoring: radiometric issues of using both Landsat 8 and Sentinel in one time series

  Schardt, M., Nov 2016.

  Research output: Contribution to conference › (Old data) Lecture or Presentation › peer-review

• Two Phase Assessment System for the Effective Monitoring of Tropical Forests.

  Schardt, M., Nov 2016.

  Research output: Contribution to conference › (Old data) Lecture or Presentation › peer-review
• 2015

  3D-mapping from TerraSAR-X staring spotlight data

  Gutjahr, K., Perko, R., Raggam, J. & Schardt, M., 2015, IEEE International Geosciences and Remote Sensing Symposium. Milano, Italy, p. 1817-1820

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Advanced DTM generation from very high resolution satellite stereo images

  Perko, R., Raggam, J., Gutjahr, K. & Schardt, M., 2015, In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. II-3/W4, p. 165-172

  Research output: Contribution to journal › Article › peer-review

• Advanced DTM generation from very high resolution satellite stereo images

  Perko, R., Raggam, H., Gutjahr, K. & Schardt, M., 2015, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume II-3/W4, 2015 PIA15+HRIGI15. ., Vol. Volume II-3/W4. p. 165-172 (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Remote Sensing Based Two-Stage Sampling for Accuracy Assessment and Area Estimation of Land Cover Changes

  Gallaun, H., Steinegger, M., Wack, R., Schardt, M., Kornberger, B. & Schmitt, U., 2015, In: Remote Sensing . 7, (9), p. 11992-12008

  Research output: Contribution to journal › Article › peer-review

• The assessment of forest parameters by combined LiDAR and satellite data over Alpine regions – EUFODOS Implementation in Austria / Hodnotenie parametrov lesa kombináciou LIDAR-u a satelitných údajov v alpských regiónoch – implementácia systému EUFODOS v Rakúsku

  Schardt, M., Granica, K., Hirschmugl, M., Deutscher, J., Mollatz, M., Steinegger, M., Gallaun, H., Wimmer, A. & Linser, S., 2015, In: Lesnícky časopis - Forestry journal. 61, 1, p. 3-11

  Research output: Contribution to journal › Article › peer-review
• 2014

  Assessment of the mapping potential of Pleiades stereo and triplet data

  Perko, R., Raggam, H., Gutjahr, K. & Schardt, M., 2014, Photogrammetric Computer Vision - ISPRS Technical Commission III Midterm Symposium. Berlin Heidelberg: Springer Verlag, Vol. II-3. p. 103-109 (ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Einzelbaumdetektion anhand von Ebenenschnitten

  Mustafic, S., Kainer, A. & Schardt, M., 2 Jul 2014, Angewandte Geoinformatik 2014. Beiträge zum 26. AGIT-Symposium, Salzburg, 2.-4.7.2014. Wichmann Verlag, p. 21-26 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• European Forest Downstream Services - Improved Information on Forest Structure and Damage

  Schardt, M., Granica, K., Schüssler, H. & Linser, S., 2014, (Accepted/In press) EUFODOS GEO Summit Geneva. .

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Mapping Forest Degradation due to Selective Logging by Means of Time Series Analysis: Case Studies in Central Africa

  Hirschmugl, M., Steinegger, M., Gallaun, H. & Schardt, M., 2014, In: Remote Sensing . 6, 1, p. 756-775

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Revegetation 100%

• Satellitengestützte Waldschadensfeststellung, Europäisches Forschungs- und Entwicklungsprojekt EUFODOS

  Linser, S., Schardt, M. & Granica, K., 2014, In: AFZ - Der Wald. 69

  Research output: Contribution to journal › Article

• The epipolarity constraint in stereo-radargrammetric DEM generation

  Gutjahr, K., Perko, R., Raggam, H. & Schardt, M., 2014, In: IEEE Transactions on Geoscience and Remote Sensing. 52, 8, p. 5014-5022

  Research output: Contribution to journal › Article › peer-review

  • Digital Elevation Model 100%
  • Image Pair 100%
  • Synthetic Aperture Radar 100%
  • Epipolar Geometry 100%
  • Discrete Element Method 100%
• 2013

  EUFODOS European Forest Downstream Services - Improved Information on Forest Structure and Damage

  Hirschmugl, M., Gallaun, H., Wack, R., Granica, K. & Schardt, M., 2013, Proceedings of ISPRS Workshop Hannover. ., p. .-.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Forest Degradation in Europe

  Schardt, M., 2013.

  Research output: Contribution to conference › Poster

• Mapping Tropical Rainforest Canopy Disturbances in 3D by COSMO-SkyMed Spotlight InSAR-Stereo Data to Detect Areas of Forest Degradation

  Deutscher, J., Perko, R., Gutjahr, K., Hirschmugl, M. & Schardt, M., 2013, In: Remote Sensing . 5, 2, p. 648-663

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • RapidEye 100%
  • Cloud Cover 100%

• Schutzwaldparameter-Erhebung mittels ALS-Daten

  Schardt, M. & Granica, K., 2013, In: Österreichische Forstzeitung. 124, 9, p. 26-27

  Research output: Contribution to journal › Article
• 2012

  Agricultural Field Border Line Retrieval Using Optical and SAR Imagery

  Perko, R., Raggam, H., Gutjahr, K. & Schardt, M., 2012, EARSeL Proceedings 32, Advances in Geosciences. ., p. 523-532

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Improved Information of Forest Structure and Damages

  Schardt, M. & Granica, K., 2012, In: Window on GMES. Spec. Iss., p. 74-78

  Research output: Contribution to journal › Article

• Integrative use of SAR and optical data for forest mapping in the Congo basin

  Hirschmugl, M., Perko, R., Hörmann, C., Schmitt, U. & Schardt, M., 2012, Proceedings of the International Conference of the African Association of Remote Sensing and the Environment (AARSE),. ., p. 1-9

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Status and future of biomass assessment for energetic use in Europe

  Hirschmugl, M., Schardt, M. & et, A., 2012, Proceedings of 20th European Biomass Conference and Exhibition. ., p. .-.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review
• 2011

  Assessing Canopy Height and Forest Parameters at Stand-Level from High Resolution Optical and Radar Stereo Imagery

  Schardt, M., Deutscher, J., Perko, R., Raggam, H. & Gutjahr, K., 2 Jun 2011.

  Research output: Contribution to conference › (Old data) Lecture or Presentation

• Das Projekt «neue Bestandeskarte»

  Schmidtke, H., Schardt, M., Hirschmugl, M., Wack, R., Ofner, M. & Granica, K., 2011, In: Schweizerische Zeitschrift für Forstwesen = Journal forestier suisse. 162, 6, p. 171-177

  Research output: Contribution to journal › Article › peer-review

• Flugzeugbasierte Low-Cost-Aufnahmeplattform für den internationalen Katastrophenschutz

  Almer, A., Raggam, H., Schnabel, T., Schardt, M., Wack, R., Gutjahr, K., Schmidt, M. & Koudelka, O., 2011, Angewandte Geoinformatik 2011. Beiträge zum 23. AGIT-Symposium, Salzburg, 6.-8.7.2011.. Heidelberg: Wichmann Verlag, p. 804-813

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

• Forest assessment using high resolution SAR data in X-band

  Perko, R., Raggam, H., Deutscher, J., Gutjahr, K. & Schardt, M., 2011, In: Remote Sensing . 3, p. 792-815

  Research output: Contribution to journal › Article › peer-review

• Forest cover change monitoring with PROBA-V: Potentials and limitations on European terrain

  Schardt, M., Manakos, I., Azzi, A., Kalaitzidis, C. & Gallaun, H., 30 May 2011.

  Research output: Contribution to conference › (Old data) Lecture or Presentation

• Methods for the estimation of continuous forest variables by means of remote sensing

  Schardt, M., Steinegger, M. & Gallaun, H., 2 Jun 2011.

  Research output: Contribution to conference › (Old data) Lecture or Presentation

• Object-based image information fusion using multisensor earth observation data over urban areas.

  Wurm, M., Taubenböck, H., Schardt, M., Esch, T. & Dech, S., 2011, In: International Journal of Image and Data Fusion. 2, 2, p. 121-147

  Research output: Contribution to journal › Article › peer-review

• Proba V performance assessment for forest cover mapping over the Atlantic biogeographical region of Europe

  Azzi, A., Manakos, I., Kalaitzidis, C., Schardt, M. & Gallaun, H., 2011, In: EARSeL eProceedings . 10, 2, p. 166-173

  Research output: Contribution to journal › Article › peer-review