Multi-scale observations of the co-evolution of sea ice thermophysical properties and microwave brightness temperatures during the summer melt period in Hudson Bay
Monitoring the trend of sea ice breakup and formation in Hudson Bay is vital for maritime operations, such as local hunting or shipping, particularly in response to the lengthening of the ice-free period in the Bay driven by climate change. Satellite passive microwave sea ice concentration products...
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ftdoajarticles:oai:doaj.org/article:bfbf9be56bf544b894c804509b640a49 2023-05-15T16:35:19+02:00 Multi-scale observations of the co-evolution of sea ice thermophysical properties and microwave brightness temperatures during the summer melt period in Hudson Bay Madison L. Harasyn Dustin Isleifson Wayne Chan David G. Barber 2020-04-01T00:00:00Z https://doi.org/10.1525/elementa.412 https://doaj.org/article/bfbf9be56bf544b894c804509b640a49 EN eng BioOne https://www.elementascience.org/articles/412 https://doaj.org/toc/2325-1026 2325-1026 doi:10.1525/elementa.412 https://doaj.org/article/bfbf9be56bf544b894c804509b640a49 Elementa: Science of the Anthropocene, Vol 8, Iss 1 (2020) sea ice passive microwave remote sensing unmanned aerial vehicle brightness temperature melt period hudson bay Environmental sciences GE1-350 article 2020 ftdoajarticles https://doi.org/10.1525/elementa.412 2022-12-31T16:05:28Z Monitoring the trend of sea ice breakup and formation in Hudson Bay is vital for maritime operations, such as local hunting or shipping, particularly in response to the lengthening of the ice-free period in the Bay driven by climate change. Satellite passive microwave sea ice concentration products are commonly used for large-scale sea ice monitoring and predictive modelling; however, these product algorithms are known to underperform during the summer melt period due to the changes in sea ice thermophysical properties. This study investigates the evolution of 'in situ' and satellite-retrieved brightness temperature (TB) throughout the melt season using a combination of 'in situ' passive microwave measurements, thermophysical sampling, unmanned aerial vehicle (UAV) surveys, and satellite-retrieved TB. 'In situ' data revealed a strong positive correlation between the presence of liquid water in the snow matrix and 'in situ' TB in the 37 and 89 GHz frequencies. When considering TB ratios utilized by popular sea ice concentration algorithms (e.g., NASA Team 2), liquid water presence in the snow matrix was shown to increase the 'in situ' TB gradient ratio of 37/19V. 'In situ' gradient ratios of 89/19V and 89/19H were shown to correlate positively with UAV-derived melt pond coverage across the ice surface. Multi-scale comparison between 'in situ' TB measurements and satellite-retrieved TB (by Advanced Microwave Scanning Radiometer 2) showed a distinct pattern of passive microwave TB signature at different stages of melt, confirmed by data from 'in situ' thermophysical measurements. This pattern allowed for both 'in situ' and satellite-retrieved TB to be partitioned into three discrete stages of sea ice melt: late spring, early melt and advanced melt. The results of this study thus advance the goal of achieving more accurate modeled predictions of the sea ice cover during the critical navigation and breakup period in Hudson Bay. Article in Journal/Newspaper Hudson Bay Sea ice Directory of Open Access Journals: DOAJ Articles Hudson Bay Hudson Elementa: Science of the Anthropocene 8 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
sea ice passive microwave remote sensing unmanned aerial vehicle brightness temperature melt period hudson bay Environmental sciences GE1-350 |
spellingShingle |
sea ice passive microwave remote sensing unmanned aerial vehicle brightness temperature melt period hudson bay Environmental sciences GE1-350 Madison L. Harasyn Dustin Isleifson Wayne Chan David G. Barber Multi-scale observations of the co-evolution of sea ice thermophysical properties and microwave brightness temperatures during the summer melt period in Hudson Bay |
topic_facet |
sea ice passive microwave remote sensing unmanned aerial vehicle brightness temperature melt period hudson bay Environmental sciences GE1-350 |
description |
Monitoring the trend of sea ice breakup and formation in Hudson Bay is vital for maritime operations, such as local hunting or shipping, particularly in response to the lengthening of the ice-free period in the Bay driven by climate change. Satellite passive microwave sea ice concentration products are commonly used for large-scale sea ice monitoring and predictive modelling; however, these product algorithms are known to underperform during the summer melt period due to the changes in sea ice thermophysical properties. This study investigates the evolution of 'in situ' and satellite-retrieved brightness temperature (TB) throughout the melt season using a combination of 'in situ' passive microwave measurements, thermophysical sampling, unmanned aerial vehicle (UAV) surveys, and satellite-retrieved TB. 'In situ' data revealed a strong positive correlation between the presence of liquid water in the snow matrix and 'in situ' TB in the 37 and 89 GHz frequencies. When considering TB ratios utilized by popular sea ice concentration algorithms (e.g., NASA Team 2), liquid water presence in the snow matrix was shown to increase the 'in situ' TB gradient ratio of 37/19V. 'In situ' gradient ratios of 89/19V and 89/19H were shown to correlate positively with UAV-derived melt pond coverage across the ice surface. Multi-scale comparison between 'in situ' TB measurements and satellite-retrieved TB (by Advanced Microwave Scanning Radiometer 2) showed a distinct pattern of passive microwave TB signature at different stages of melt, confirmed by data from 'in situ' thermophysical measurements. This pattern allowed for both 'in situ' and satellite-retrieved TB to be partitioned into three discrete stages of sea ice melt: late spring, early melt and advanced melt. The results of this study thus advance the goal of achieving more accurate modeled predictions of the sea ice cover during the critical navigation and breakup period in Hudson Bay. |
format |
Article in Journal/Newspaper |
author |
Madison L. Harasyn Dustin Isleifson Wayne Chan David G. Barber |
author_facet |
Madison L. Harasyn Dustin Isleifson Wayne Chan David G. Barber |
author_sort |
Madison L. Harasyn |
title |
Multi-scale observations of the co-evolution of sea ice thermophysical properties and microwave brightness temperatures during the summer melt period in Hudson Bay |
title_short |
Multi-scale observations of the co-evolution of sea ice thermophysical properties and microwave brightness temperatures during the summer melt period in Hudson Bay |
title_full |
Multi-scale observations of the co-evolution of sea ice thermophysical properties and microwave brightness temperatures during the summer melt period in Hudson Bay |
title_fullStr |
Multi-scale observations of the co-evolution of sea ice thermophysical properties and microwave brightness temperatures during the summer melt period in Hudson Bay |
title_full_unstemmed |
Multi-scale observations of the co-evolution of sea ice thermophysical properties and microwave brightness temperatures during the summer melt period in Hudson Bay |
title_sort |
multi-scale observations of the co-evolution of sea ice thermophysical properties and microwave brightness temperatures during the summer melt period in hudson bay |
publisher |
BioOne |
publishDate |
2020 |
url |
https://doi.org/10.1525/elementa.412 https://doaj.org/article/bfbf9be56bf544b894c804509b640a49 |
geographic |
Hudson Bay Hudson |
geographic_facet |
Hudson Bay Hudson |
genre |
Hudson Bay Sea ice |
genre_facet |
Hudson Bay Sea ice |
op_source |
Elementa: Science of the Anthropocene, Vol 8, Iss 1 (2020) |
op_relation |
https://www.elementascience.org/articles/412 https://doaj.org/toc/2325-1026 2325-1026 doi:10.1525/elementa.412 https://doaj.org/article/bfbf9be56bf544b894c804509b640a49 |
op_doi |
https://doi.org/10.1525/elementa.412 |
container_title |
Elementa: Science of the Anthropocene |
container_volume |
8 |
_version_ |
1766025535091113984 |