Tracking a surrogate hazardous agent (Rhodamine Dye) in a coastal ocean environment using In Situ measurements and concentration estimates derived from drone images

dc.contributor.author Filippi, Margaux
dc.contributor.author Hanlon, Regina
dc.contributor.author Rypina, Irina I.
dc.contributor.author Hodges, Benjamin A.
dc.contributor.author Peacock, Thomas
dc.contributor.author Schmale, David G.
dc.date.accessioned 2022-01-24T20:36:07Z
dc.date.available 2022-01-24T20:36:07Z
dc.date.issued 2021-11-02
dc.description © The Author(s), 2021. This article is distributed under the terms of the Creative Commons Attribution License. The definitive version was published in Filippi, M., Hanlon, R., Rypina, I. I., Hodges, B. A., Peacock, T., & Schmale, D. G. Tracking a surrogate hazardous agent (Rhodamine Dye) in a coastal ocean environment using In Situ measurements and concentration estimates derived from drone images. Remote Sensing, 13(21), (2021): 4415, https://doi.org/10.3390/rs13214415. en_US
dc.description.abstract New tools and technology are needed to track hazardous agents such as oil and red tides in our oceans. Rhodamine dye (a surrogate hazardous agent) was released into the Atlantic ocean in August 2018, and experiments were conducted to track the movement of the dye near the water surface within three hours following the release. A DrOne Water Sampling SystEm (DOWSE), consisting of a 3D-printed sampling device tethered to a drone, was used to collect 26 water samples at different locations around the dye plume. Rhodamine concentrations were measured from the drone water samples using a fluorometer and ranged from 1 to 93 ppb. Dye images were taken during the drone-sampling of surface water containing dye and at about 10 m above the sampling point. These images were post-processed to estimate dye concentrations across the sampling domain. A comparison of calibrated heat maps showed that the altitude images yielded dye distributions that were qualitatively similar to those from images taken near the ocean surface. Moreover, the association between red ratios and dye concentrations yielded trendlines explaining up to 67% of the variation. Drones may be used to detect, track and assist in mitigating hazardous agents in the future. en_US
dc.description.sponsorship This research was supported in part by the U.S. National Science Foundation (NSF) under Grant Numbers AGS 1520825 (Hazards SEES: Advanced Lagrangian Methods for Prediction, Mitigation and Response to Environmental Flow Hazards), and IIS–1637915 (NRI: Coordinated Detection and Tracking of Hazardous Agents with Aerial and Aquatic Robots to Inform Emergency Responders). en_US
dc.identifier.citation Filippi, M., Hanlon, R., Rypina, I. I., Hodges, B. A., Peacock, T., & Schmale, D. G. (2021). Tracking a surrogate hazardous agent (Rhodamine Dye) in a coastal ocean environment using In Situ measurements and concentration estimates derived from drone images. Remote Sensing, 13(21), 4415. en_US
dc.identifier.doi 10.3390/rs13214415
dc.identifier.uri https://hdl.handle.net/1912/27956
dc.publisher MDPI en_US
dc.relation.uri https://doi.org/10.3390/rs13214415
dc.rights Attribution 4.0 International *
dc.rights.uri http://creativecommons.org/licenses/by/4.0/ *
dc.subject UAS en_US
dc.subject Drone en_US
dc.subject Fluorescent dye en_US
dc.subject Rhodamine en_US
dc.subject Transport en_US
dc.subject Hazardous agents en_US
dc.subject Plume en_US
dc.subject Unmanned systems en_US
dc.title Tracking a surrogate hazardous agent (Rhodamine Dye) in a coastal ocean environment using In Situ measurements and concentration estimates derived from drone images en_US
dc.type Article en_US
dspace.entity.type Publication
relation.isAuthorOfPublication e9bf8c47-0281-41cb-9a9c-d5dde22dbcc4
relation.isAuthorOfPublication 98edae79-12ed-42dd-b18f-ac3f95baeafe
relation.isAuthorOfPublication e39cb62b-decf-44e7-b9f4-f8bf6d78ebac
relation.isAuthorOfPublication 2e432627-63eb-43d1-ab89-6bdbf14d9701
relation.isAuthorOfPublication 32be5ed0-0abd-4098-9803-4aa1d06fd8ad
relation.isAuthorOfPublication d8a48a2f-de4b-410e-a875-cf82d4ffe1cd
relation.isAuthorOfPublication.latestForDiscovery e9bf8c47-0281-41cb-9a9c-d5dde22dbcc4
Files
Original bundle
Now showing 1 - 2 of 2
Thumbnail Image
Name:
remotesensing-13-04415-v2.pdf
Size:
19.77 MB
Format:
Adobe Portable Document Format
Description:
Article
Thumbnail Image
Name:
remotesensing-1401081-supplementary.pdf
Size:
15.69 MB
Format:
Adobe Portable Document Format
Description:
Supplementary_Materials
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.88 KB
Format:
Item-specific license agreed upon to submission
Description: