Assessment of l-band and c-band scatterometry for agricultural and Arctic remote sensing

Climate change is drastically affecting agricultural practices and the Arctic environment as warmer conditions and extreme weather events are becoming increasingly common. Agricultural practices are having to adapt to longer periods of drier conditions and heavy rain events. At the same time, warmer...

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Main Author: Hicks, Leah
Other Authors: Alley, Karen (Environment and Geography), Sri Ranjan, Ranjan (Biosystems Engineering), Isleifson, Dustin
Language:English
Published: 2024
Subjects:
Online Access:http://hdl.handle.net/1993/38580
id ftunivmanitoba:oai:mspace.lib.umanitoba.ca:1993/38580
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spelling ftunivmanitoba:oai:mspace.lib.umanitoba.ca:1993/38580 2024-09-30T14:30:08+00:00 Assessment of l-band and c-band scatterometry for agricultural and Arctic remote sensing Hicks, Leah Alley, Karen (Environment and Geography) Sri Ranjan, Ranjan (Biosystems Engineering) Isleifson, Dustin 2024-08-12T15:48:49Z application/pdf http://hdl.handle.net/1993/38580 eng eng http://hdl.handle.net/1993/38580 Diesel fuel detection Agriculture remote sensing Microwave radar Scatterometer 2024 ftunivmanitoba 2024-09-18T14:17:09Z Climate change is drastically affecting agricultural practices and the Arctic environment as warmer conditions and extreme weather events are becoming increasingly common. Agricultural practices are having to adapt to longer periods of drier conditions and heavy rain events. At the same time, warmer global temperatures and decreasing sea ice concentrations are allowing for increased marine traffic throughout the year, posing the threat of an oil spill. The application of microwave radar systems for environmental monitoring is not a new practice but the conditions that are being monitored are continuing to evolve with the changing climate. This thesis aims to determine the usability of C-band (5.5GHz) and L-band (1.26 GHz) ground-based polarimetric microwave radar systems for agricultural monitoring (C-band and L-band) as well as detecting diesel fuel in the Arctic Ocean (C-band). Findings of the agricultural monitoring study suggest that both C-band and L-band scatterometers can detect changes in vegetation height, while C-band was only correlated with soil moisture at 5cm whereas L-band had correlations at all soil moisture depths that were monitored. Results of the diesel fuel study determined that there were significant changes to received C-band backscatter during the transition from open water to sea ice, as well as when diesel fuel emerged to the surface of the sea ice. These studies will contribute to a baseline of data that can be used to better understand satellite data for agricultural remote sensing purposes. The results of the agricultural remote sensing studies l further the understanding of the sensitivity of L-band microwave radar to vegetation cover as well as the optimal radar system parameters to determine soil moisture from radar backscatter values. The outcome of the diesel-contaminated sea ice experiments will improve and aid northern Canadian communities’ preparedness and response protocols to an oil spill in the Arctic marine environment in partnership with the Canadian Standards ... Other/Unknown Material Arctic Arctic Ocean Climate change Sea ice MSpace at the University of Manitoba Arctic Arctic Ocean
institution Open Polar
collection MSpace at the University of Manitoba
op_collection_id ftunivmanitoba
language English
topic Diesel fuel detection
Agriculture remote sensing
Microwave radar
Scatterometer
spellingShingle Diesel fuel detection
Agriculture remote sensing
Microwave radar
Scatterometer
Hicks, Leah
Assessment of l-band and c-band scatterometry for agricultural and Arctic remote sensing
topic_facet Diesel fuel detection
Agriculture remote sensing
Microwave radar
Scatterometer
description Climate change is drastically affecting agricultural practices and the Arctic environment as warmer conditions and extreme weather events are becoming increasingly common. Agricultural practices are having to adapt to longer periods of drier conditions and heavy rain events. At the same time, warmer global temperatures and decreasing sea ice concentrations are allowing for increased marine traffic throughout the year, posing the threat of an oil spill. The application of microwave radar systems for environmental monitoring is not a new practice but the conditions that are being monitored are continuing to evolve with the changing climate. This thesis aims to determine the usability of C-band (5.5GHz) and L-band (1.26 GHz) ground-based polarimetric microwave radar systems for agricultural monitoring (C-band and L-band) as well as detecting diesel fuel in the Arctic Ocean (C-band). Findings of the agricultural monitoring study suggest that both C-band and L-band scatterometers can detect changes in vegetation height, while C-band was only correlated with soil moisture at 5cm whereas L-band had correlations at all soil moisture depths that were monitored. Results of the diesel fuel study determined that there were significant changes to received C-band backscatter during the transition from open water to sea ice, as well as when diesel fuel emerged to the surface of the sea ice. These studies will contribute to a baseline of data that can be used to better understand satellite data for agricultural remote sensing purposes. The results of the agricultural remote sensing studies l further the understanding of the sensitivity of L-band microwave radar to vegetation cover as well as the optimal radar system parameters to determine soil moisture from radar backscatter values. The outcome of the diesel-contaminated sea ice experiments will improve and aid northern Canadian communities’ preparedness and response protocols to an oil spill in the Arctic marine environment in partnership with the Canadian Standards ...
author2 Alley, Karen (Environment and Geography)
Sri Ranjan, Ranjan (Biosystems Engineering)
Isleifson, Dustin
author Hicks, Leah
author_facet Hicks, Leah
author_sort Hicks, Leah
title Assessment of l-band and c-band scatterometry for agricultural and Arctic remote sensing
title_short Assessment of l-band and c-band scatterometry for agricultural and Arctic remote sensing
title_full Assessment of l-band and c-band scatterometry for agricultural and Arctic remote sensing
title_fullStr Assessment of l-band and c-band scatterometry for agricultural and Arctic remote sensing
title_full_unstemmed Assessment of l-band and c-band scatterometry for agricultural and Arctic remote sensing
title_sort assessment of l-band and c-band scatterometry for agricultural and arctic remote sensing
publishDate 2024
url http://hdl.handle.net/1993/38580
geographic Arctic
Arctic Ocean
geographic_facet Arctic
Arctic Ocean
genre Arctic
Arctic Ocean
Climate change
Sea ice
genre_facet Arctic
Arctic Ocean
Climate change
Sea ice
op_relation http://hdl.handle.net/1993/38580
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