Comparison of GHRSST SST analysis in the Arctic Ocean and Alaskan coastal waters using saildrones: Application to a use case in the Y-K Delta

Short abstract There is high demand for complete satellite SST maps (or L4 SST analyses) of the Arctic regions to monitor the rapid environmental changes occurring at high latitudes. Although there is a plethora of L4 SST products to choose from, satellite-based products evolve constantly with the a...

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Main Author: Vazquez-Cuervo, Jorge
Format: Conference Object
Language:unknown
Published: 2022
Subjects:
Online Access:https://zenodo.org/record/7259071
https://doi.org/10.5281/zenodo.7259071
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spelling ftzenodo:oai:zenodo.org:7259071 2023-05-15T14:54:53+02:00 Comparison of GHRSST SST analysis in the Arctic Ocean and Alaskan coastal waters using saildrones: Application to a use case in the Y-K Delta Vazquez-Cuervo, Jorge 2022-06-27 https://zenodo.org/record/7259071 https://doi.org/10.5281/zenodo.7259071 unknown doi:10.5281/zenodo.7259070 https://zenodo.org/communities/ghrsst https://zenodo.org/record/7259071 https://doi.org/10.5281/zenodo.7259071 oai:zenodo.org:7259071 info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by/4.0/legalcode info:eu-repo/semantics/lecture presentation 2022 ftzenodo https://doi.org/10.5281/zenodo.725907110.5281/zenodo.7259070 2023-03-11T03:22:20Z Short abstract There is high demand for complete satellite SST maps (or L4 SST analyses) of the Arctic regions to monitor the rapid environmental changes occurring at high latitudes. Although there is a plethora of L4 SST products to choose from, satellite-based products evolve constantly with the advent of new satellites and frequent changes in SST algorithms with the intent of improving absolute accuracies. The constant change of these products, as reflected by the version product, make it necessary to do periodic validations against in situ data. Eight of these L4 products are compared here against saildrone data from two 2019 campaigns in the western Arctic, as part of the MISST project. The accuracy of the different products is estimated using different statistical methods, from standard and robust statistics to Taylor diagrams. Results are also examined in terms of spatial scales of variability using spectral analysis. The three products with the best performance at this point and time are used in a case study of the thermal features of the Yukon-Kuskokwim delta. Comparisons are also made with Salinity data from NASA’s Soil Moisture Active Passive Mission. Overall, the statistical analyses show that two L4 SST products had consistently better relative accuracy when compared to the saildrone subsurface temperatures. Those are the NOAA/NCEI DOISST and the RSS MWOI SSTs. Results will also be presented on comparing the spectral variance and feature resolution. Comparisons are all done using Saildrone as the reference Conference Object Arctic Arctic Ocean Kuskokwim Yukon Zenodo Arctic Arctic Ocean Yukon The ''Y'' ENVELOPE(-112.453,-112.453,57.591,57.591)
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op_collection_id ftzenodo
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description Short abstract There is high demand for complete satellite SST maps (or L4 SST analyses) of the Arctic regions to monitor the rapid environmental changes occurring at high latitudes. Although there is a plethora of L4 SST products to choose from, satellite-based products evolve constantly with the advent of new satellites and frequent changes in SST algorithms with the intent of improving absolute accuracies. The constant change of these products, as reflected by the version product, make it necessary to do periodic validations against in situ data. Eight of these L4 products are compared here against saildrone data from two 2019 campaigns in the western Arctic, as part of the MISST project. The accuracy of the different products is estimated using different statistical methods, from standard and robust statistics to Taylor diagrams. Results are also examined in terms of spatial scales of variability using spectral analysis. The three products with the best performance at this point and time are used in a case study of the thermal features of the Yukon-Kuskokwim delta. Comparisons are also made with Salinity data from NASA’s Soil Moisture Active Passive Mission. Overall, the statistical analyses show that two L4 SST products had consistently better relative accuracy when compared to the saildrone subsurface temperatures. Those are the NOAA/NCEI DOISST and the RSS MWOI SSTs. Results will also be presented on comparing the spectral variance and feature resolution. Comparisons are all done using Saildrone as the reference
format Conference Object
author Vazquez-Cuervo, Jorge
spellingShingle Vazquez-Cuervo, Jorge
Comparison of GHRSST SST analysis in the Arctic Ocean and Alaskan coastal waters using saildrones: Application to a use case in the Y-K Delta
author_facet Vazquez-Cuervo, Jorge
author_sort Vazquez-Cuervo, Jorge
title Comparison of GHRSST SST analysis in the Arctic Ocean and Alaskan coastal waters using saildrones: Application to a use case in the Y-K Delta
title_short Comparison of GHRSST SST analysis in the Arctic Ocean and Alaskan coastal waters using saildrones: Application to a use case in the Y-K Delta
title_full Comparison of GHRSST SST analysis in the Arctic Ocean and Alaskan coastal waters using saildrones: Application to a use case in the Y-K Delta
title_fullStr Comparison of GHRSST SST analysis in the Arctic Ocean and Alaskan coastal waters using saildrones: Application to a use case in the Y-K Delta
title_full_unstemmed Comparison of GHRSST SST analysis in the Arctic Ocean and Alaskan coastal waters using saildrones: Application to a use case in the Y-K Delta
title_sort comparison of ghrsst sst analysis in the arctic ocean and alaskan coastal waters using saildrones: application to a use case in the y-k delta
publishDate 2022
url https://zenodo.org/record/7259071
https://doi.org/10.5281/zenodo.7259071
long_lat ENVELOPE(-112.453,-112.453,57.591,57.591)
geographic Arctic
Arctic Ocean
Yukon
The ''Y''
geographic_facet Arctic
Arctic Ocean
Yukon
The ''Y''
genre Arctic
Arctic Ocean
Kuskokwim
Yukon
genre_facet Arctic
Arctic Ocean
Kuskokwim
Yukon
op_relation doi:10.5281/zenodo.7259070
https://zenodo.org/communities/ghrsst
https://zenodo.org/record/7259071
https://doi.org/10.5281/zenodo.7259071
oai:zenodo.org:7259071
op_rights info:eu-repo/semantics/openAccess
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op_doi https://doi.org/10.5281/zenodo.725907110.5281/zenodo.7259070
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