DETERMINATION OF SURFACE VELOCITY OF A RIVER USING VIDEOS CAPTURED FROM UNMANNED AERIAL SYSTEM (UAS)

Water flow dynamics of a river has significant effect in the ecological functions played by the river. There exists an intricate relationship between discharge in a river and phenomenon such as sedimentation, prevalence of vegetation and river morphology. In order to better understand these phenomen...

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Main Authors: S. Shrestha, M. Thapa, L. G. Y. Feng, S. Abdelkader, T. Prinz, J. Lehmann, H. Fritze
Format: Article
Language:English
Published: Copernicus Publications 2019-06-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-2-W13/597/2019/isprs-archives-XLII-2-W13-597-2019.pdf
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spelling doaj-31103e71db0044e2ac2a104c0655b4862020-11-24T20:48:19ZengCopernicus PublicationsThe International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences1682-17502194-90342019-06-01XLII-2-W1359760010.5194/isprs-archives-XLII-2-W13-597-2019DETERMINATION OF SURFACE VELOCITY OF A RIVER USING VIDEOS CAPTURED FROM UNMANNED AERIAL SYSTEM (UAS)S. Shrestha0M. Thapa1L. G. Y. Feng2S. Abdelkader3T. Prinz4J. Lehmann5H. Fritze6Department of Photogrammetry and Remote Sensing, Land Management Training Centre, Government of NepalGeodetic Survey Branch, Survey Department, Government of NepalUniversidade Nova de Lisboa, Lisbon, PortugalUniversity of Jaume I, Castellon, SpainUniversity of Münster, Münster, GermanyUniversity of Münster, Münster, GermanyUniversity of Münster, Münster, GermanyWater flow dynamics of a river has significant effect in the ecological functions played by the river. There exists an intricate relationship between discharge in a river and phenomenon such as sedimentation, prevalence of vegetation and river morphology. In order to better understand these phenomena, it is important to determine the velocity of the river. While there exist conventional in-river velocity measurement techniques, UAS based method offers the capability to make large number of measurements at a large number of locations without the need to place measuring instrument at each of these locations. In this paper, we present the results of application of UAS in determining surface velocity of river. In this study, we released floats along the river and captured videos by mounting RGB sensor as well as thermal sensor in the UAS. The videos were processed using OpenCV library as well as Matlab’s Image Processing Toolbox. This paper discusses the learnings of our study which indicates that videos captured from UAS can be used to determine surface velocity of a river.https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-2-W13/597/2019/isprs-archives-XLII-2-W13-597-2019.pdf
collection DOAJ
language English
format Article
sources DOAJ
author S. Shrestha
M. Thapa
L. G. Y. Feng
S. Abdelkader
T. Prinz
J. Lehmann
H. Fritze
spellingShingle S. Shrestha
M. Thapa
L. G. Y. Feng
S. Abdelkader
T. Prinz
J. Lehmann
H. Fritze
DETERMINATION OF SURFACE VELOCITY OF A RIVER USING VIDEOS CAPTURED FROM UNMANNED AERIAL SYSTEM (UAS)
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
author_facet S. Shrestha
M. Thapa
L. G. Y. Feng
S. Abdelkader
T. Prinz
J. Lehmann
H. Fritze
author_sort S. Shrestha
title DETERMINATION OF SURFACE VELOCITY OF A RIVER USING VIDEOS CAPTURED FROM UNMANNED AERIAL SYSTEM (UAS)
title_short DETERMINATION OF SURFACE VELOCITY OF A RIVER USING VIDEOS CAPTURED FROM UNMANNED AERIAL SYSTEM (UAS)
title_full DETERMINATION OF SURFACE VELOCITY OF A RIVER USING VIDEOS CAPTURED FROM UNMANNED AERIAL SYSTEM (UAS)
title_fullStr DETERMINATION OF SURFACE VELOCITY OF A RIVER USING VIDEOS CAPTURED FROM UNMANNED AERIAL SYSTEM (UAS)
title_full_unstemmed DETERMINATION OF SURFACE VELOCITY OF A RIVER USING VIDEOS CAPTURED FROM UNMANNED AERIAL SYSTEM (UAS)
title_sort determination of surface velocity of a river using videos captured from unmanned aerial system (uas)
publisher Copernicus Publications
series The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
issn 1682-1750
2194-9034
publishDate 2019-06-01
description Water flow dynamics of a river has significant effect in the ecological functions played by the river. There exists an intricate relationship between discharge in a river and phenomenon such as sedimentation, prevalence of vegetation and river morphology. In order to better understand these phenomena, it is important to determine the velocity of the river. While there exist conventional in-river velocity measurement techniques, UAS based method offers the capability to make large number of measurements at a large number of locations without the need to place measuring instrument at each of these locations. In this paper, we present the results of application of UAS in determining surface velocity of river. In this study, we released floats along the river and captured videos by mounting RGB sensor as well as thermal sensor in the UAS. The videos were processed using OpenCV library as well as Matlab’s Image Processing Toolbox. This paper discusses the learnings of our study which indicates that videos captured from UAS can be used to determine surface velocity of a river.
url https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-2-W13/597/2019/isprs-archives-XLII-2-W13-597-2019.pdf
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