Geoinformationsverarbeitung in der Umweltplanung
Dr. Michael Förster
Leitung Forschungsbereich Vegetationsfernerkundung
© Michael Förster
Lebenslauf
| 2018 | Gastwissenschaftler am Joint Research Center (JRC) in Ispra, Italien (Bioeconomy Unit) |
| 2012 | Gastwissenschaftler and der Universität Utrecht, Niederlande (Department of Physical Geography) |
| 2010 | Gastwissenschaftler an der European Academy Bolzano (EURAC), Italien (Institute for Applied Remote Sensing) |
| seit Jan. 2009 | Wissenschaftlicher Mitarbeiter (PostDoc) am Fachgebiet für Geoinformationsverarbeitung in der Landschafts- und Umweltplanung im Institut für Landschaftsarchitektur und Umweltplanung an der Technischen Universität Berlin |
| 2003 - 2008 | Wissenschaftlicher Mitarbeiter am Fachgebiet für Geoinformationsverarbeitung in der Landschafts- und Umweltplanung im Institut für Landschaftsarchitektur und Umweltplanung an der Technischen Universität Berlin |
| 2003 | GIS - Koordinator beim Planungsbüro Froelich & Sporbeck |
| 1998/99 | Studium an der University of Southampton |
| 1996 - 2003 | Studium der Geoökologie in Potsdam |
| 1975 | in Burgstädt, Sachsen geboren |
| _______________ | ______________________________________________________________________________________________________ |
Forschungsinteressen
| Entwicklung von Methoden zur Analyse der Dynamik von Ökosystemen aus Zeitreihen (optisch und SAR), speziell bei Degradationsprozessen oder abrupten Schäden (z.B. durch Feuer oder Stürme) |
| Relation von temporalen und spektralen Signalen zu Pflanzeneigenschaften und biophysikalischen Variablen (Xantophyll, Stickstoff, Chlorophyll und Fluoreszenz) |
| Ableitung von operationalisierbaren und flächendeckenden Umweltindikatoren, die zur effektiven Umsetzung von Managementmaßnahmen (z.B. im Rahmen der europäischen Vorgaben zu NATURA 2000) oder zum besseren Verständnis von Ökosystemen benötigt werden |
| Interaktion von Vegetationsstruktur, welche mit LiDAR oder SAR erhoben werden kann, mit spektralen Eigenschaften, welche speziell bei der Auswertung von bewaldeten Gebieten eine große Rolle spielen |
| Gemeinsame Nutzung von räumlich sehr hoch aufgelösten Daten (Drohnen) mit Satellitendaten, entweder zum Verständnis von ökohydrologischen Prozessen und speziell zum Ableiten von hydrologischen Variablen, wie Bodenfeuchtegehalt oder Interzeption |
Kontaktinformationen
| Telefon | +49 30 314-72798 |
| michael.foerster@tu-berlin.de | |
| Raum | EB 236B |
| Sprechstunde | nach Vereinbarung |
Publikationen
2023
LEHMLER,
S.;
Michael,
Förster;
Frick,
A
Modelling green volume using Sentinel-1,-2, PALSAR-2 satellite data and machine learning for urban and semi-urban areas in Germany
Environmental Management, 72, Issue 3, September 2023 :657–670
Mai 2023
online
Herausgeber: Springer Science+Business Media, LLC, part of Springer Nature 2023
Modelling green volume using Sentinel-1,-2, PALSAR-2 satellite data and machine learning for urban and semi-urban areas in Germany
Environmental Management, 72, Issue 3, September 2023 :657–670
Mai 2023
online
Herausgeber: Springer Science+Business Media, LLC, part of Springer Nature 2023
Ahlswede,
Steve;
Schulz,
Christian;
Gava,
Christiano;
Helber,
Patrick;
Bischke,
Benjamin;
Michael,
Förster;
Arias,
Florencia;
Hees,
Jörn;
Demir,
Begüm;
Kleinschmit,
B
TreeSatAI Benchmark Archive: A multi-sensor, multi-label dataset for tree species classification in remote sensing
Herausgeber: Copernicus Publications
Februar 2023
TreeSatAI Benchmark Archive: A multi-sensor, multi-label dataset for tree species classification in remote sensing
Herausgeber: Copernicus Publications
Februar 2023
König,
Simon;
Thonfeld,
Frank;
Michael,
Förster;
Dubovyk,
Olena;
Marco,
Heurich
Assessing Combinations of Landsat, Sentinel-2 and Sentinel-1 Time series for Detecting Bark Beetle Infestations
GIScience & Remote Sensing, 60, Issue 1 (2023)
2023
Herausgeber: Routledge (Taylor & Francis Group)
Assessing Combinations of Landsat, Sentinel-2 and Sentinel-1 Time series for Detecting Bark Beetle Infestations
GIScience & Remote Sensing, 60, Issue 1 (2023)
2023
Herausgeber: Routledge (Taylor & Francis Group)
Sorbe,
Frederic;
Gränzig,
Tobias;
Michael,
Förster
Evaluating sampling bias correction methods for invasive species distribution modeling in Maxent
Ecological Informatics, Volume 76, September 2023, 102124
2023
online
Herausgeber: Elsevier/ ScienceDirect
Evaluating sampling bias correction methods for invasive species distribution modeling in Maxent
Ecological Informatics, Volume 76, September 2023, 102124
2023
online
Herausgeber: Elsevier/ ScienceDirect
2022
Schulz,
Christian;
Ahlswede,
Steve;
Gava,
Christiano;
Helber,
Patrick;
Bischke,
Benjamin;
Arias,
Florencia;
Michael,
Förster;
Hees,
Jörn;
Demir,
Begüm;
Kleinschmit,
Birgit
TreeSatAI Benchmark Archive for Deep Learning in Forest Applications [Data set]
aus Zenodo digital data repository (1.0.0)
ILAUP
August 2022
TreeSatAI Benchmark Archive for Deep Learning in Forest Applications [Data set]
aus Zenodo digital data repository (1.0.0)
ILAUP
August 2022
Döpper,
Veronika;
Rocha,
Alby Duarte;
Berger,
Katja;
Gränzig,
Tobias;
Verrelst,
Jochem;
Kleinschmit,
Birgit;
Förster,
Michael
Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning
International Journal of Applied Earth Observation and Geoinformation, 110 :102817
2022
ISSN: 1569-8432
Estimating soil moisture content under grassland with hyperspectral data using radiative transfer modelling and machine learning
International Journal of Applied Earth Observation and Geoinformation, 110 :102817
2022
ISSN: 1569-8432
Schulz,
Christian;
Förster,
Michael;
Vulova,
Stenka;
Gränzig,
Tobias;
Kleinschmit,
Birgit
Exploring the Temporal Fingerprints of Mid-European Forest Types from Sentinel-1 RVI and Sentinel-2 NDVI Time Series
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Seite 5563-5566
2022
Exploring the Temporal Fingerprints of Mid-European Forest Types from Sentinel-1 RVI and Sentinel-2 NDVI Time Series
IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, Seite 5563-5566
2022
Döpper,
Veronika;
Jagdhuber,
Thomas;
Holtgrave,
Ann-Kathrin;
Heistermann,
Maik;
Francke,
Till;
Kleinschmit,
Birgit;
Förster,
Michael
Following the cosmic-ray-neutron-sensing-based soil moisture under grassland and forest: Exploring the potential of optical and SAR remote sensing
Science of Remote Sensing, 5 :100056
2022
ISSN: 2666-0172
Following the cosmic-ray-neutron-sensing-based soil moisture under grassland and forest: Exploring the potential of optical and SAR remote sensing
Science of Remote Sensing, 5 :100056
2022
ISSN: 2666-0172
Rocha,
Alby Duarte;
Vulova,
Stenka;
Meier,
Fred;
Förster,
Michael;
Kleinschmit,
Birgit
Mapping evapotranspirative and radiative cooling services in an urban environment
Sustainable Cities and Society, 85 :104051
2022
ISSN: 2210-6707
Mapping evapotranspirative and radiative cooling services in an urban environment
Sustainable Cities and Society, 85 :104051
2022
ISSN: 2210-6707
Di Fiore,
Luca;
Brunetti,
Michele;
Baliva,
Michele;
Förster,
Michael;
Heinrich,
Ingo;
Piovesan,
Gianluca;
Di Filippo,
Alfredo
Modelling Fagus sylvatica stem growth along a wide thermal gradient in Italy by incorporating dendroclimatic classification and land surface phenology metrics
International Journal of Biometeorology :1–16
2022
Herausgeber: Springer
Modelling Fagus sylvatica stem growth along a wide thermal gradient in Italy by incorporating dendroclimatic classification and land surface phenology metrics
International Journal of Biometeorology :1–16
2022
Herausgeber: Springer
Rocha,
Alby Duarte;
Vulova,
Stenka;
Tol,
Christiaan van der;
Förster,
Michael;
Kleinschmit,
Birgit
Modelling hourly evapotranspiration in urban environments with SCOPE using open remote sensing and meteorological data
Hydrology and Earth System Sciences, 26 (4) :1111-1129
2022
ISSN: 1027-5606
Modelling hourly evapotranspiration in urban environments with SCOPE using open remote sensing and meteorological data
Hydrology and Earth System Sciences, 26 (4) :1111-1129
2022
ISSN: 1027-5606
Berger,
Katja;
Machwitz,
Miriam;
Kycko,
Marlena;
Kefauver,
Shawn C.;
Wittenberghe,
Shari Van;
Gerhards,
Max;
Verrelst,
Jochem;
Atzberger,
Clement;
Tol,
Christiaan;
Damm,
Alexander;
Rascher,
Uwe;
Herrmann,
Ittai;
Paz,
Veronica Sobejano;
Fahrner,
Sven;
Pieruschka,
Roland;
Prikaziuk,
Egor;
Buchaillot,
Ma. Luisa;
Halabuk,
Andrej;
Celesti,
Marco;
Koren,
Gerbrand;
Gormus,
Esra Tunc;
Rossini,
Micol;
Förster,
Michael;
Siegmann,
Bastian;
Abdelbaki,
Asmaa;
Tagliabue,
Giulia;
Hank,
Tobias;
Darvishzadeh,
Roshanak;
Aasen,
Helge;
Garcia,
Monica;
Pôças,
Isabel;
Bandopadhyay,
Subhajit;
Sulis,
Mauro;
Tomelleri,
Enrico;
Rozenstein,
Offer;
Filchev,
Lachezar;
Stancile,
Gheorghe;
Schlerf,
Martin
Multi-sensor spectral synergies for crop stress detection and monitoring in the optical domain: A review
Remote Sensing of Environment, 280 :113198
2022
ISSN: 0034-4257
Multi-sensor spectral synergies for crop stress detection and monitoring in the optical domain: A review
Remote Sensing of Environment, 280 :113198
2022
ISSN: 0034-4257
2021
Döpper,
Veronika;
Rocha,
Alby Duarte;
Gränzig,
Tobias;
Kleinschmit,
Birgit;
Förster,
Michael
Using radiative transfer models for mapping soil moisture content under grassland with UAS-borne hyperspectral data
Remote Sensing for Agriculture, Ecosystems, and Hydrology XXIII, 11856 :208-214
2021
Using radiative transfer models for mapping soil moisture content under grassland with UAS-borne hyperspectral data
Remote Sensing for Agriculture, Ecosystems, and Hydrology XXIII, 11856 :208-214
2021
Gränzig,
Tobias;
Fassnacht,
Fabian Ewald;
Kleinschmit,
Birgit;
Förster,
Michael
Mapping the fractional coverage of the invasive shrub Ulex europaeus with multi-temporal Sentinel-2 imagery utilizing UAV orthoimages and a new spatial optimization approach
International Journal of Applied Earth Observation and Geoinformation, 96 :102281-0
2021
Mapping the fractional coverage of the invasive shrub Ulex europaeus with multi-temporal Sentinel-2 imagery utilizing UAV orthoimages and a new spatial optimization approach
International Journal of Applied Earth Observation and Geoinformation, 96 :102281-0
2021
Rocchini,
Duccio;
Salvatori,
Nicole;
Beierkuhnlein,
Carl;
Chiarucci,
Alessandro;
Boissieu,
Florian de;
Förster,
Michael;
Garzon-Lopez,
Carol X.;
Gillespie,
Thomas W.;
Hauffe,
Heidi C.;
He,
Kate S.;
Kleinschmit,
Birgit;
Lenoir,
Jonathan;
Malavasi,
Marco;
Moudrý,
Vítĕzslav;
Nagendra,
Harini;
Payne,
Davnah;
Šímová,
Petra;
Torresani,
Michele;
Wegmann,
Martin;
Féret,
Jean-Baptiste
From local spectral species to global spectral communities: A benchmark for ecosystem diversity estimate by remote sensing
Ecological Informatics, 61 :101195-101195
2021
ISSN: 1574-9541
From local spectral species to global spectral communities: A benchmark for ecosystem diversity estimate by remote sensing
Ecological Informatics, 61 :101195-101195
2021
ISSN: 1574-9541
2020
Fersch,
Benjamin;
Francke,
Till;
Heistermann,
Maik;
Schrön,
Martin;
Döpper,
Veronika;
Jakobi,
Jannis;
Baroni,
Gabriele;
Blume,
Theresa;
Bogena,
Heye;
Budach,
Christian;
Gränzig,
Tobias;
Förster,
Michael;
Güntner,
Andreas;
Franssen,
Harrie-Jan Hendricks;
Kasner,
Mandy;
Köhli,
Markus;
Kleinschmit,
Birgit;
Kunstmann,
Harald;
Patil,
Amol;
Rasche,
Daniel;
Scheiffele,
Lena M.;
Schmidt,
Ulrich;
Szulc-Seyfried,
Sandra;
Weimar,
Jannis;
Zacharias,
Steffen;
Zreda,
Marek;
Heber,
Bernd;
Kiese,
Ralf;
Mares,
Vladimir;
Mollenhauer,
Hannes;
Völksch,
Ingo;
Oswald,
Sascha E.
A dense network of cosmic-ray neutron sensors for soil moisture observation in a highly instrumented pre-Alpine headwater catchment in Germany
Earth System Science Data, 12 (3) :2289-2309
2020
ISSN: 1866-3508
A dense network of cosmic-ray neutron sensors for soil moisture observation in a highly instrumented pre-Alpine headwater catchment in Germany
Earth System Science Data, 12 (3) :2289-2309
2020
ISSN: 1866-3508
Döpper,
Veronika;
Gränzig,
Tobias;
Kleinschmit,
Birgit;
Förster,
Michael
Challenges in UAS-Based TIR Imagery Processing: Image Alignment and Uncertainty Quantification
Remote Sensing, 12 (10) :1552-0
2020
ISSN: 2072-4292
Challenges in UAS-Based TIR Imagery Processing: Image Alignment and Uncertainty Quantification
Remote Sensing, 12 (10) :1552-0
2020
ISSN: 2072-4292
Fenske,
Kristin;
Feilhauer,
Hannes;
Förster,
Michael;
Stellmes,
Marion;
Waske,
Björn
Hierarchical classification with subsequent aggregation of heathland habitats using an intra-annual RapidEye time-series
International Journal of Applied Earth Observation and Geoinformation, 87 :102036-0
2020
ISSN: 0303-2434
Hierarchical classification with subsequent aggregation of heathland habitats using an intra-annual RapidEye time-series
International Journal of Applied Earth Observation and Geoinformation, 87 :102036-0
2020
ISSN: 0303-2434
2019
Kattenborn,
Teja;
Lopatin,
Javier;
Förster,
Michael;
Braun,
Andreas;
Fassnacht,
Fabian Ewald
UAV data as alternative to field sampling to map woody invasive species based on combined Sentinel-1 and Sentinel-2 data
Remote Sensing of Environment, 227 :61-73
2019
ISSN: 0034-4257
UAV data as alternative to field sampling to map woody invasive species based on combined Sentinel-1 and Sentinel-2 data
Remote Sensing of Environment, 227 :61-73
2019
ISSN: 0034-4257
2018
Holtgrave,
Ann-Kathrin;
Förster,
Michael;
Greifeneder,
Felix;
Notarnicola,
Claudia;
Kleinschmit,
Birgit
Estimation of Soil Moisture in Vegetation-Covered Floodplains with Sentinel-1 SAR Data Using Support Vector Regression
PFG – Journal Of Photogrammetry, Remote Sensing And Geoinformation Science, 86 (2) :85-101
2018
ISSN: 2512-2789
Estimation of Soil Moisture in Vegetation-Covered Floodplains with Sentinel-1 SAR Data Using Support Vector Regression
PFG – Journal Of Photogrammetry, Remote Sensing And Geoinformation Science, 86 (2) :85-101
2018
ISSN: 2512-2789
Klinke,
Randolf;
Kuechly,
Helga U.;
Frick,
Annett;
Förster,
Michael;
Schmidt,
Tobias;
Holtgrave,
Ann-Kathrin;
Kleinschmit,
Birgit;
Spengler,
Daniel;
Neumann,
Carsten
Indicator-Based Soil Moisture Monitoring of Wetlands by Utilizing Sentinel and Landsat Remote Sensing Data
PFG – Journal Of Photogrammetry, Remote Sensing And Geoinformation Science, 86 (2) :71-84
2018
ISSN: 2512-2789
Indicator-Based Soil Moisture Monitoring of Wetlands by Utilizing Sentinel and Landsat Remote Sensing Data
PFG – Journal Of Photogrammetry, Remote Sensing And Geoinformation Science, 86 (2) :71-84
2018
ISSN: 2512-2789
Schmidt,
Johannes;
Fassnacht,
Fabian Ewald;
Förster,
Michael;
Schmidtlein,
Sebastian
Synergetic use of Sentinel-1 and Sentinel-2 for assessments of heathland conservation status
Remote Sensing in Ecology and Conservation, 4 (3) :225-239
2018
ISSN: 2056-3485
Synergetic use of Sentinel-1 and Sentinel-2 for assessments of heathland conservation status
Remote Sensing in Ecology and Conservation, 4 (3) :225-239
2018
ISSN: 2056-3485
- DOI
- 10.1002/rse2.68
2017
Schmidt,
Johannes;
Fassnacht,
Fabian Ewald;
Neff,
Christophe;
Lausch,
Angela;
Kleinschmit,
Birgit;
Förster,
Michael;
Schmidtlein,
Sebastian
Adapting a Natura 2000 field guideline for a remote sensing-based assessment of heathland conservation status
International Journal of Applied Earth Observation and Geoinformation, 60 :61-71
2017
Adapting a Natura 2000 field guideline for a remote sensing-based assessment of heathland conservation status
International Journal of Applied Earth Observation and Geoinformation, 60 :61-71
2017
Möller,
Markus;
Gerstmann,
Henning;
Gao,
Feng;
Dahms,
Thorsten;
Förster,
Michael
Coupling of phenological information and simulated vegetation index time series: Limitations and potentials for the assessment and monitoring of soil erosion risk
Catena, 150 :192-205
2017
ISSN: 0341-8162
Coupling of phenological information and simulated vegetation index time series: Limitations and potentials for the assessment and monitoring of soil erosion risk
Catena, 150 :192-205
2017
ISSN: 0341-8162
2016
Gärtner,
Philipp;
Förster,
Michael;
Kleinschmit,
Birgit
The benefit of synthetically generated RapidEye and Landsat 8 data fusion time series for riparian forest disturbance monitoring
Remote Sensing of Environment, 177 :237-247
2016
ISSN: 0034-4257
The benefit of synthetically generated RapidEye and Landsat 8 data fusion time series for riparian forest disturbance monitoring
Remote Sensing of Environment, 177 :237-247
2016
ISSN: 0034-4257
