An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA

Keith C. Pelletier; Joseph K. Knight

doi:10.1109/IGARSS.2014.6946847

An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA

Keith C. Pelletier, Joseph K. Knight

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Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Scopus citations

Abstract

A short-term precipitation event near Duluth, Minnesota, USA caused flooding, erosion, and deposition that impacted the natural and anthropogenic landscape. This study quantified these impacts with an object-based image analysis approach that integrated multi-temporal lidar and optical data. Flooding inundated 3% of the study area and impacted 28% of the buildings. Topographic change volumes from erosion and deposition ranged from 36.3 m³to -32.2 m³. Erosion occurred over 21% of the area while deposition occurred over 11% of the area. These results provide decision managers with a spatially-explicit framework for assessing and monitoring inundation and topographic change in response short-term precipitation events.

Original language	English (US)
Title of host publication	International Geoscience and Remote Sensing Symposium (IGARSS)
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1971-1974
Number of pages	4
ISBN (Electronic)	9781479957750
DOIs	https://doi.org/10.1109/IGARSS.2014.6946847
State	Published - Nov 4 2014
Event	Joint 2014 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2014 and the 35th Canadian Symposium on Remote Sensing, CSRS 2014 - Quebec City, Canada Duration: Jul 13 2014 → Jul 18 2014

Publication series

Name	International Geoscience and Remote Sensing Symposium (IGARSS)

Other

Other	Joint 2014 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2014 and the 35th Canadian Symposium on Remote Sensing, CSRS 2014
Country/Territory	Canada
City	Quebec City
Period	7/13/14 → 7/18/14

Bibliographical note

Publisher Copyright:
© 2014 IEEE.

Keywords

OBIA
change detection
flooding
geomorphology
lidar

Publisher link

10.1109/IGARSS.2014.6946847

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Pelletier, K. C., & Knight, J. K. (2014). An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA. In International Geoscience and Remote Sensing Symposium (IGARSS) (pp. 1971-1974). Article 6946847 (International Geoscience and Remote Sensing Symposium (IGARSS)). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IGARSS.2014.6946847

An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA. / Pelletier, Keith C.; Knight, Joseph K.
International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc., 2014. p. 1971-1974 6946847 (International Geoscience and Remote Sensing Symposium (IGARSS)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Pelletier, KC & Knight, JK 2014, An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA. in International Geoscience and Remote Sensing Symposium (IGARSS)., 6946847, International Geoscience and Remote Sensing Symposium (IGARSS), Institute of Electrical and Electronics Engineers Inc., pp. 1971-1974, Joint 2014 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2014 and the 35th Canadian Symposium on Remote Sensing, CSRS 2014, Quebec City, Canada, 7/13/14. https://doi.org/10.1109/IGARSS.2014.6946847

Pelletier KC , Knight JK. An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA. In International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc. 2014. p. 1971-1974. 6946847. (International Geoscience and Remote Sensing Symposium (IGARSS)). doi: 10.1109/IGARSS.2014.6946847

Pelletier, Keith C. ; Knight, Joseph K. / An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA. International Geoscience and Remote Sensing Symposium (IGARSS). Institute of Electrical and Electronics Engineers Inc., 2014. pp. 1971-1974 (International Geoscience and Remote Sensing Symposium (IGARSS)).

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abstract = "A short-term precipitation event near Duluth, Minnesota, USA caused flooding, erosion, and deposition that impacted the natural and anthropogenic landscape. This study quantified these impacts with an object-based image analysis approach that integrated multi-temporal lidar and optical data. Flooding inundated 3% of the study area and impacted 28% of the buildings. Topographic change volumes from erosion and deposition ranged from 36.3 m3to -32.2 m3. Erosion occurred over 21% of the area while deposition occurred over 11% of the area. These results provide decision managers with a spatially-explicit framework for assessing and monitoring inundation and topographic change in response short-term precipitation events.",

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AB - A short-term precipitation event near Duluth, Minnesota, USA caused flooding, erosion, and deposition that impacted the natural and anthropogenic landscape. This study quantified these impacts with an object-based image analysis approach that integrated multi-temporal lidar and optical data. Flooding inundated 3% of the study area and impacted 28% of the buildings. Topographic change volumes from erosion and deposition ranged from 36.3 m3to -32.2 m3. Erosion occurred over 21% of the area while deposition occurred over 11% of the area. These results provide decision managers with a spatially-explicit framework for assessing and monitoring inundation and topographic change in response short-term precipitation events.

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An object-based image analysis approach for mapping and monitoring flooding and topographic change near Duluth, Minnesota, USA

Abstract

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Keywords

Publisher link

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