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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2022
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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 |
_version_ |
1792500123640528896 |