Broadening the sea-ice forecaster toolbox with community observations: a case study from the northern Bering Sea
Impacts of a warming climate are amplified in the Arctic. One notorious impact is recent and record-breaking summertime sea-ice loss. Expanding areas of open water and a prolonged ice-free season create opportunity for some industries but challenge indigenous peoples relying on sea ice for transport...
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Canadian Science Publishing
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ftdoajarticles:oai:doaj.org/article:0433d2147dbc4ddbb144c4731bdb0a29 2023-05-15T14:23:41+02:00 Broadening the sea-ice forecaster toolbox with community observations: a case study from the northern Bering Sea Gregory J. Deemer Uma S. Bhatt Hajo Eicken Pamela G. Posey Jennifer K. Hutchings James Nelson Rebecca Heim Richard A. Allard Helen Wiggins Kristina Creek 2018-03-01T00:00:00Z https://doi.org/10.1139/as-2016-0054 https://doaj.org/article/0433d2147dbc4ddbb144c4731bdb0a29 EN FR eng fre Canadian Science Publishing https://doi.org/10.1139/as-2016-0054 https://doaj.org/toc/2368-7460 doi:10.1139/as-2016-0054 2368-7460 https://doaj.org/article/0433d2147dbc4ddbb144c4731bdb0a29 Arctic Science, Vol 4, Iss 1, Pp 42-70 (2018) sea ice forecasting bering sea indigenous knowledge community observations operations Environmental sciences GE1-350 Environmental engineering TA170-171 article 2018 ftdoajarticles https://doi.org/10.1139/as-2016-0054 2022-12-31T09:01:55Z Impacts of a warming climate are amplified in the Arctic. One notorious impact is recent and record-breaking summertime sea-ice loss. Expanding areas of open water and a prolonged ice-free season create opportunity for some industries but challenge indigenous peoples relying on sea ice for transportation and access to food. The observed and projected increase of Arctic maritime activity requires accurate sea-ice forecasts to protect life, environment, and property. Motivated by emerging prediction needs on the operational timescale (≤10 days), this study explores where local indigenous knowledge (LIK) fits into the forecaster toolbox and how it can be woven into useful sea-ice information products. The 2011 spring ice retreat season in the Bering Sea is presented as a forecasting case study. LIK, housed in a database of community-based ice and weather logs, and an ice-ocean forecast model developed by the US Navy are analyzed for their ability to provide information relevant to stakeholder needs. Additionally, metrics for verifying numerical sea-ice forecasts on multiple scales are derived. The model exhibits skill relative to persistence and climatology on the regional scale. At the community scale, we discuss how LIK and new model guidance can enhance public sea-ice information resources. Article in Journal/Newspaper Arctic Arctic Bering Sea Sea ice Directory of Open Access Journals: DOAJ Articles Arctic Bering Sea Arctic Science |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English French |
topic |
sea ice forecasting bering sea indigenous knowledge community observations operations Environmental sciences GE1-350 Environmental engineering TA170-171 |
spellingShingle |
sea ice forecasting bering sea indigenous knowledge community observations operations Environmental sciences GE1-350 Environmental engineering TA170-171 Gregory J. Deemer Uma S. Bhatt Hajo Eicken Pamela G. Posey Jennifer K. Hutchings James Nelson Rebecca Heim Richard A. Allard Helen Wiggins Kristina Creek Broadening the sea-ice forecaster toolbox with community observations: a case study from the northern Bering Sea |
topic_facet |
sea ice forecasting bering sea indigenous knowledge community observations operations Environmental sciences GE1-350 Environmental engineering TA170-171 |
description |
Impacts of a warming climate are amplified in the Arctic. One notorious impact is recent and record-breaking summertime sea-ice loss. Expanding areas of open water and a prolonged ice-free season create opportunity for some industries but challenge indigenous peoples relying on sea ice for transportation and access to food. The observed and projected increase of Arctic maritime activity requires accurate sea-ice forecasts to protect life, environment, and property. Motivated by emerging prediction needs on the operational timescale (≤10 days), this study explores where local indigenous knowledge (LIK) fits into the forecaster toolbox and how it can be woven into useful sea-ice information products. The 2011 spring ice retreat season in the Bering Sea is presented as a forecasting case study. LIK, housed in a database of community-based ice and weather logs, and an ice-ocean forecast model developed by the US Navy are analyzed for their ability to provide information relevant to stakeholder needs. Additionally, metrics for verifying numerical sea-ice forecasts on multiple scales are derived. The model exhibits skill relative to persistence and climatology on the regional scale. At the community scale, we discuss how LIK and new model guidance can enhance public sea-ice information resources. |
format |
Article in Journal/Newspaper |
author |
Gregory J. Deemer Uma S. Bhatt Hajo Eicken Pamela G. Posey Jennifer K. Hutchings James Nelson Rebecca Heim Richard A. Allard Helen Wiggins Kristina Creek |
author_facet |
Gregory J. Deemer Uma S. Bhatt Hajo Eicken Pamela G. Posey Jennifer K. Hutchings James Nelson Rebecca Heim Richard A. Allard Helen Wiggins Kristina Creek |
author_sort |
Gregory J. Deemer |
title |
Broadening the sea-ice forecaster toolbox with community observations: a case study from the northern Bering Sea |
title_short |
Broadening the sea-ice forecaster toolbox with community observations: a case study from the northern Bering Sea |
title_full |
Broadening the sea-ice forecaster toolbox with community observations: a case study from the northern Bering Sea |
title_fullStr |
Broadening the sea-ice forecaster toolbox with community observations: a case study from the northern Bering Sea |
title_full_unstemmed |
Broadening the sea-ice forecaster toolbox with community observations: a case study from the northern Bering Sea |
title_sort |
broadening the sea-ice forecaster toolbox with community observations: a case study from the northern bering sea |
publisher |
Canadian Science Publishing |
publishDate |
2018 |
url |
https://doi.org/10.1139/as-2016-0054 https://doaj.org/article/0433d2147dbc4ddbb144c4731bdb0a29 |
geographic |
Arctic Bering Sea |
geographic_facet |
Arctic Bering Sea |
genre |
Arctic Arctic Bering Sea Sea ice |
genre_facet |
Arctic Arctic Bering Sea Sea ice |
op_source |
Arctic Science, Vol 4, Iss 1, Pp 42-70 (2018) |
op_relation |
https://doi.org/10.1139/as-2016-0054 https://doaj.org/toc/2368-7460 doi:10.1139/as-2016-0054 2368-7460 https://doaj.org/article/0433d2147dbc4ddbb144c4731bdb0a29 |
op_doi |
https://doi.org/10.1139/as-2016-0054 |
container_title |
Arctic Science |
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1766296174781792256 |