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Monitoring of Alpine grasslands with multitemporal optical and radar remote sensing

Greifeneder, Felix und Asam, Sarah und Castelli, Mariapina und Notarnicola, Claudia und Rossi, Mattia und Stendardi, Laura (2018) Monitoring of Alpine grasslands with multitemporal optical and radar remote sensing. International SUSALPS Conference, 2018-09-18 - 2018-09-20, Garmisch-Partenkirchen, Deutschland.

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Kurzfassung

The European Alps are providing important ecosystem resources such as water, food, or timber. Satellite remote sensing can act as an important data source for the observation of many parameters related to these resources, offering spatially continuous, high-resolution measurements for large areas. This talk will concentrate on the possibilities for the monitoring of Alpine grasslands with optical and radar remote sensing, which is related to several projects at the Institute of Earth Observation at Eurac Research. The aims are twofold: 1) to get a better understanding of the multitemporal remote sensing signals in relation to grassland and soil conditions in mountain areas; 2) to explore the capability to distinguish different types of grassland using multitemporal radar Images, in combination with optical images and in-situ data. The Copernicus satellites Sentinel-1 and Sentinel-2 act as the main source of information. Sentinel-1 carries a so-called Synthetic Aperture Radar sensor, which is an active sensor operating in the microwave region of the electromagnetic spectrum (C-Band). It consists of a constellation of two satellites, which produce an image of the same area every six days. In its main operational mode, Sentinel-1 generates images with an original resolution of 5 by 20 m. Due to the characteristics of an active sensor and the used wavelength, images can be acquired independent of the sun and the atmospheric conditions (i.e. clouds). The Multispectral Instrument (MSI) aboard Sentinel-2 is measuring the Earth’s reflected radiance in 13 spectral bands from the visible light to short-wave-infrared, with spatial resolutions between 10 and 60 m. The constellation of two satellites provides an image over the same area every 5 days. Studying the Sentinel-1 data, we can show that the multi-temporal SAR signal shows good potential for the monitoring of different types of crop and grasslands and the soil conditions (especially soil moisture). Optical data are required to clearly distinguish between grassland and other types of crop. Despite the limitations of SAR in mountainous Areas, due to the independence of the weather conditions it is possible to clearly detect the phenological Dynamics, as well as the time of harvest of grasslands. Overall, the combination of optical and radar imagery allows to overcome some of the limitations of the two individual sensing methods to produce more reliable observations.

elib-URL des Eintrags:https://elib.dlr.de/123056/
Dokumentart:Konferenzbeitrag (Vortrag)
Titel:Monitoring of Alpine grasslands with multitemporal optical and radar remote sensing
Autoren:
AutorenInstitution oder E-Mail-AdresseAutoren-ORCID-iDORCID Put Code
Greifeneder, FelixNICHT SPEZIFIZIERTNICHT SPEZIFIZIERTNICHT SPEZIFIZIERT
Asam, Sarahsarah.asam (at) dlr.dehttps://orcid.org/0000-0002-7302-6813NICHT SPEZIFIZIERT
Castelli, Mariapinamariapina.castelli (at) eurac.eduNICHT SPEZIFIZIERTNICHT SPEZIFIZIERT
Notarnicola, Claudiaclaudia.notarnicola (at) eurac.eduNICHT SPEZIFIZIERTNICHT SPEZIFIZIERT
Rossi, Mattiamattia.rossi (at) eurac.eduNICHT SPEZIFIZIERTNICHT SPEZIFIZIERT
Stendardi, LauraNICHT SPEZIFIZIERTNICHT SPEZIFIZIERTNICHT SPEZIFIZIERT
Datum:19 September 2018
Referierte Publikation:Nein
Open Access:Nein
Gold Open Access:Nein
In SCOPUS:Nein
In ISI Web of Science:Nein
Status:veröffentlicht
Stichwörter:Sentinel-1 Sentinel-2 grassland multi-temporal
Veranstaltungstitel:International SUSALPS Conference
Veranstaltungsort:Garmisch-Partenkirchen, Deutschland
Veranstaltungsart:internationale Konferenz
Veranstaltungsbeginn:18 September 2018
Veranstaltungsende:20 September 2018
HGF - Forschungsbereich:Luftfahrt, Raumfahrt und Verkehr
HGF - Programm:Raumfahrt
HGF - Programmthema:Erdbeobachtung
DLR - Schwerpunkt:Raumfahrt
DLR - Forschungsgebiet:R EO - Erdbeobachtung
DLR - Teilgebiet (Projekt, Vorhaben):R - Fernerkundung u. Geoforschung
Standort: Oberpfaffenhofen
Institute & Einrichtungen:Deutsches Fernerkundungsdatenzentrum > Dynamik der Landoberfläche
Hinterlegt von: Asam, Dr. Sarah
Hinterlegt am:13 Nov 2018 11:07
Letzte Änderung:24 Apr 2024 20:27

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