Monitoring glacial lakes and outburst floods around Jostedalsbreen ice cap, Norway

Master in Climate Change Management Department of Environmental Sciences/Western Norway University of Applied Sciences/ Høgskulen på Vestlandet (HVL) As a result of global climate change, glacial lakes are undergoing rapid changes and are becoming more dynamic, posing a risk of outburst floods for c...

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Main Author: Pariyar, Manoj
Format: Master Thesis
Language:English
Published: Høgskulen på Vestlandet 2022
Subjects:
Online Access:https://hdl.handle.net/11250/3001258
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spelling fthsvestlandet:oai:hvlopen.brage.unit.no:11250/3001258 2024-03-03T08:44:38+00:00 Monitoring glacial lakes and outburst floods around Jostedalsbreen ice cap, Norway Pariyar, Manoj 2022 application/pdf https://hdl.handle.net/11250/3001258 eng eng Høgskulen på Vestlandet https://hdl.handle.net/11250/3001258 Navngivelse 4.0 Internasjonal http://creativecommons.org/licenses/by/4.0/deed.no Master thesis 2022 fthsvestlandet 2024-02-02T12:41:12Z Master in Climate Change Management Department of Environmental Sciences/Western Norway University of Applied Sciences/ Høgskulen på Vestlandet (HVL) As a result of global climate change, glacial lakes are undergoing rapid changes and are becoming more dynamic, posing a risk of outburst floods for communities and infrastructures nearby (Shugar et al., 2020). With no doubt, mainland Europe’s largest glacier, Jostedalsbreen has already experienced 20 GLOF events, out of 147 in Norway, with 4-5 events in the last 2 decades (Andreassen, Nagy, Kjøllmoen, & Leigh, 2022; Nagy & Andreassen, 2019). NVE has been closely monitoring glacial lakes in Norway including Jostedalsbreen through satellite-based application www.xgeo.no and inventories of glacial lakes in certain years. This study, however, analyzes the time series of higher frequency data to study rapid drainage events, month-to-month (seasonal)/year-to-year (annual) variations, and trend in growth of glacial lakes around Jostedalsbreen both with and without history of GLOF events in recent years. The approach of the study is to calculate the Normalized Difference Water Index (NDWI) of Sentinel 2 and PlanetScope imageries acquired from Copernicus Satellite Services and Planet Labs websites, use a threshold NDWI value to separate the water pixels from non-water pixels and manually digitize where necessary to obtain the lake area. A threshold NDWI value which best represents the area of lakes and reduces the need for digitization is obtained with reference to manually digitized high resolution ortho-imagery of same lakes in Jostedalsbreen. The study found no significant evidence of rapid drainage events indicative of GLOF. However, lake L2 (Associated Glacier: Marabreen/Glacier ID: 2364/type: glacier-dammed) and L19 (Associated Glacier: Supphellebreen/Glacier ID – 2352/type: moraine-dammed) both with history of GLOF events were found to be significantly reduced in size within an interval of 1 to 2 months, but the intermediate imageries showed no evidence of ... Master Thesis glacier Ice cap Høgskulen på Vestlandet: HVL Open Norway Andreassen ENVELOPE(-57.769,-57.769,-63.899,-63.899)
institution Open Polar
collection Høgskulen på Vestlandet: HVL Open
op_collection_id fthsvestlandet
language English
description Master in Climate Change Management Department of Environmental Sciences/Western Norway University of Applied Sciences/ Høgskulen på Vestlandet (HVL) As a result of global climate change, glacial lakes are undergoing rapid changes and are becoming more dynamic, posing a risk of outburst floods for communities and infrastructures nearby (Shugar et al., 2020). With no doubt, mainland Europe’s largest glacier, Jostedalsbreen has already experienced 20 GLOF events, out of 147 in Norway, with 4-5 events in the last 2 decades (Andreassen, Nagy, Kjøllmoen, & Leigh, 2022; Nagy & Andreassen, 2019). NVE has been closely monitoring glacial lakes in Norway including Jostedalsbreen through satellite-based application www.xgeo.no and inventories of glacial lakes in certain years. This study, however, analyzes the time series of higher frequency data to study rapid drainage events, month-to-month (seasonal)/year-to-year (annual) variations, and trend in growth of glacial lakes around Jostedalsbreen both with and without history of GLOF events in recent years. The approach of the study is to calculate the Normalized Difference Water Index (NDWI) of Sentinel 2 and PlanetScope imageries acquired from Copernicus Satellite Services and Planet Labs websites, use a threshold NDWI value to separate the water pixels from non-water pixels and manually digitize where necessary to obtain the lake area. A threshold NDWI value which best represents the area of lakes and reduces the need for digitization is obtained with reference to manually digitized high resolution ortho-imagery of same lakes in Jostedalsbreen. The study found no significant evidence of rapid drainage events indicative of GLOF. However, lake L2 (Associated Glacier: Marabreen/Glacier ID: 2364/type: glacier-dammed) and L19 (Associated Glacier: Supphellebreen/Glacier ID – 2352/type: moraine-dammed) both with history of GLOF events were found to be significantly reduced in size within an interval of 1 to 2 months, but the intermediate imageries showed no evidence of ...
format Master Thesis
author Pariyar, Manoj
spellingShingle Pariyar, Manoj
Monitoring glacial lakes and outburst floods around Jostedalsbreen ice cap, Norway
author_facet Pariyar, Manoj
author_sort Pariyar, Manoj
title Monitoring glacial lakes and outburst floods around Jostedalsbreen ice cap, Norway
title_short Monitoring glacial lakes and outburst floods around Jostedalsbreen ice cap, Norway
title_full Monitoring glacial lakes and outburst floods around Jostedalsbreen ice cap, Norway
title_fullStr Monitoring glacial lakes and outburst floods around Jostedalsbreen ice cap, Norway
title_full_unstemmed Monitoring glacial lakes and outburst floods around Jostedalsbreen ice cap, Norway
title_sort monitoring glacial lakes and outburst floods around jostedalsbreen ice cap, norway
publisher Høgskulen på Vestlandet
publishDate 2022
url https://hdl.handle.net/11250/3001258
long_lat ENVELOPE(-57.769,-57.769,-63.899,-63.899)
geographic Norway
Andreassen
geographic_facet Norway
Andreassen
genre glacier
Ice cap
genre_facet glacier
Ice cap
op_relation https://hdl.handle.net/11250/3001258
op_rights Navngivelse 4.0 Internasjonal
http://creativecommons.org/licenses/by/4.0/deed.no
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