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New Paradigms Offering New Earth Observation Opportunities

Datcu, Mihai und Schwarz, Gottfried (2017) New Paradigms Offering New Earth Observation Opportunities. In: EO Open Science 2017. EO Open Science 2017, 25.-28 September 2017, Frascati (Rom), Italien.

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Offizielle URL: http://eoopenscience.esa.int/page_session4.php#120p

Kurzfassung

Today, we are faced with a number of demanding scientific and technical challenges that - if resolved successfully - will lead to advanced and highly demanded applications of Earth observation data. The given challenges arose in many fields of remote sensing and data interpretation and have to be tackled by advanced methods and paradigms. Prominent examples range from new satellite sensor concepts and computational sensing via efficient distributed data processing on ground up to automated data interpretation and knowledge extraction for individual end users. We will give a survey of innovative sensor concepts, new approaches of how to combine remote sensing data with geomatics, future prospects for cloud-based data handling and services, and data interpretation by (deep) learning and interactive visualization. These approaches will be complemented by assessments of typical new user-oriented applications that are expected to result from each new paradigm. In particular, we will address the prospects of computational imaging, the advantages offered by exploiting compressed data or of compact descriptors based on selected metadata, the potential of extracting high-level semantic information by combining sensor data with already existing knowledge contained in publicly accessible databases, and data trend investigations based on cloud-computing concepts together with advanced algorithms for the analysis of image time series. Finally, these approaches will be compared with totally new ideas resulting from the introduction and application of quantum computing. In order to assess the feasibility and the application potential of each proposed new approach, we will provide typical application scenarios based on the parameters of the current series of European Sentinel satellites and its stakeholder community. This does not only include the description of algorithms but will also consider the design of user interfaces and analysis tools such as the provision of standardized data analysis platforms. This results in a global scenario of future activities for the remote sensing community at large.

elib-URL des Eintrags:https://elib.dlr.de/118660/
Dokumentart:Konferenzbeitrag (Vortrag)
Titel:New Paradigms Offering New Earth Observation Opportunities
Autoren:
AutorenInstitution oder E-Mail-AdresseAutoren-ORCID-iDORCID Put Code
Datcu, Mihaimihai.datcu (at) dlr.deNICHT SPEZIFIZIERTNICHT SPEZIFIZIERT
Schwarz, Gottfriedgottfried.schwarz (at) dlr.deNICHT SPEZIFIZIERTNICHT SPEZIFIZIERT
Datum:September 2017
Erschienen in:EO Open Science 2017
Referierte Publikation:Nein
Open Access:Ja
Gold Open Access:Nein
In SCOPUS:Nein
In ISI Web of Science:Nein
Status:veröffentlicht
Stichwörter:paradigm, Earth Observation Opportunities, sensor concepts
Veranstaltungstitel:EO Open Science 2017
Veranstaltungsort:Frascati (Rom), Italien
Veranstaltungsart:internationale Konferenz
Veranstaltungsdatum:25.-28 September 2017
Veranstalter :ESA
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 - Vorhaben hochauflösende Fernerkundungsverfahren (alt)
Standort: Oberpfaffenhofen
Institute & Einrichtungen:Institut für Methodik der Fernerkundung > Photogrammetrie und Bildanalyse
Hinterlegt von: Zielske, Mandy
Hinterlegt am:01 Feb 2018 19:04
Letzte Änderung:31 Jul 2019 20:16

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