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Human settlement and infrastructure monitoring with hyperspectral imaging

Marinoni, andrea and Heiden, Uta and Gamba, Paolo (2019) Human settlement and infrastructure monitoring with hyperspectral imaging. 2019 Joint Urban Remote Sensing Event, JURSE 2019, 22.-24. Mai 2019, Vannes, France. DOI: 10.1109/JURSE.2019.8809062 ISBN 978-172810009-8

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Official URL: https://ieeexplore.ieee.org/document/8809062

Abstract

This paper reviews in detail the contributions of hyperspectral imaging to the topic of urban remote sensing. Hyperspectral imaging is traditionally connected to the spectral characterization of surface materials. Moreover, urban areas are characterized by a very complex geometrical structure, which requires either very high spatial resolution or complex unmixing procedures based on linear and non-linear mixing models. Non-linear unmixing and material mapping using both spectral and spatial features are therefore two important topics when using hyperspectral imaging to monitor human settlements and infrastructures. Finally, even when no specific material and or urban element is sought, the mixture of artificial (as opposed to natural) materials in human settlements can be used to delineate their extents, with excellent results with respect to those obtained by multispectral optical sensors with the same spatial resolution.

Item URL in elib:https://elib.dlr.de/129191/
Document Type:Conference or Workshop Item (Speech)
Title:Human settlement and infrastructure monitoring with hyperspectral imaging
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Marinoni, andreaandrea (at) marinoni-at-uit.noUNSPECIFIED
Heiden, Utauta.heiden (at) dlr.dehttps://orcid.org/0000-0002-3865-1912
Gamba, PaoloUniversity of PaviaUNSPECIFIED
Date:2019
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
DOI :10.1109/JURSE.2019.8809062
Page Range:pp. 1-4
ISBN:978-172810009-8
Status:Published
Keywords:urban extent, extraction, urban unmixing, imaging spectroscopy
Event Title:2019 Joint Urban Remote Sensing Event, JURSE 2019
Event Location:Vannes, France
Event Type:international Conference
Event Dates:22.-24. Mai 2019
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Space
HGF - Program Themes:Earth Observation
DLR - Research area:Raumfahrt
DLR - Program:R EO - Erdbeobachtung
DLR - Research theme (Project):R - Remote sensing and geoscience
Location: Oberpfaffenhofen
Institutes and Institutions:German Remote Sensing Data Center > Land Surface Dynamics
Deposited By: Heiden, Dr.rer.nat. Uta
Deposited On:07 Oct 2019 12:42
Last Modified:07 Oct 2019 12:42

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