Benefits of Combining Satellite-Derived Snow Cover Data and Discharge Data to Calibrate a Glaciated Catchment in Sub-Arctic Iceland
The benefits of fractional snow cover area, as an additional dataset for calibration, were evaluated for an Icelandic catchment with a low degree of glaciation and limited data. For this purpose, a Hydrological Projections for the Environment (HYPE) model was calibrated for the Geithellnaá catchment...
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ftdoajarticles:oai:doaj.org/article:6e9b0df1f7e4490f91cbf1a43ce80273 2023-05-15T15:08:51+02:00 Benefits of Combining Satellite-Derived Snow Cover Data and Discharge Data to Calibrate a Glaciated Catchment in Sub-Arctic Iceland Julia de Niet David Christian Finger Arvid Bring David Egilson David Gustafsson Zahra Kalantari 2020-03-01T00:00:00Z https://doi.org/10.3390/w12040975 https://doaj.org/article/6e9b0df1f7e4490f91cbf1a43ce80273 EN eng MDPI AG https://www.mdpi.com/2073-4441/12/4/975 https://doaj.org/toc/2073-4441 doi:10.3390/w12040975 2073-4441 https://doaj.org/article/6e9b0df1f7e4490f91cbf1a43ce80273 Water, Vol 12, Iss 975, p 975 (2020) glaciated-catchment modeling conceptual hydrological model multi-dataset calibration Hydrological Predictions for the Environment Geithellnaá Iceland Hydraulic engineering TC1-978 Water supply for domestic and industrial purposes TD201-500 article 2020 ftdoajarticles https://doi.org/10.3390/w12040975 2022-12-31T11:37:04Z The benefits of fractional snow cover area, as an additional dataset for calibration, were evaluated for an Icelandic catchment with a low degree of glaciation and limited data. For this purpose, a Hydrological Projections for the Environment (HYPE) model was calibrated for the Geithellnaá catchment in south-east Iceland using daily discharge (Q) data and satellite-retrieved MODIS snow cover (SC) images, in a multi-dataset calibration (MDC) approach. By comparing model results using only daily discharge data with results obtained using both datasets, the value of SC data for model calibration was identified. Including SC data improved the performance of daily discharge simulations by 7% and fractional snow cover area simulations by 11%, compared with using only the daily discharge dataset (SDC). These results indicate that MDC improves the overall performance of the HYPE model, confirming previous findings. Therefore, MDC could improve discharge simulations in areas with extra sources of uncertainty, such as glaciers and snow cover. Since the change in fractional snow cover area was more accurate when MDC was applied, it can be concluded that MDC would also provide more realistic projections when calibrated parameter sets are extrapolated to different situations. Article in Journal/Newspaper Arctic Iceland Directory of Open Access Journals: DOAJ Articles Arctic Water 12 4 975 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
glaciated-catchment modeling conceptual hydrological model multi-dataset calibration Hydrological Predictions for the Environment Geithellnaá Iceland Hydraulic engineering TC1-978 Water supply for domestic and industrial purposes TD201-500 |
spellingShingle |
glaciated-catchment modeling conceptual hydrological model multi-dataset calibration Hydrological Predictions for the Environment Geithellnaá Iceland Hydraulic engineering TC1-978 Water supply for domestic and industrial purposes TD201-500 Julia de Niet David Christian Finger Arvid Bring David Egilson David Gustafsson Zahra Kalantari Benefits of Combining Satellite-Derived Snow Cover Data and Discharge Data to Calibrate a Glaciated Catchment in Sub-Arctic Iceland |
topic_facet |
glaciated-catchment modeling conceptual hydrological model multi-dataset calibration Hydrological Predictions for the Environment Geithellnaá Iceland Hydraulic engineering TC1-978 Water supply for domestic and industrial purposes TD201-500 |
description |
The benefits of fractional snow cover area, as an additional dataset for calibration, were evaluated for an Icelandic catchment with a low degree of glaciation and limited data. For this purpose, a Hydrological Projections for the Environment (HYPE) model was calibrated for the Geithellnaá catchment in south-east Iceland using daily discharge (Q) data and satellite-retrieved MODIS snow cover (SC) images, in a multi-dataset calibration (MDC) approach. By comparing model results using only daily discharge data with results obtained using both datasets, the value of SC data for model calibration was identified. Including SC data improved the performance of daily discharge simulations by 7% and fractional snow cover area simulations by 11%, compared with using only the daily discharge dataset (SDC). These results indicate that MDC improves the overall performance of the HYPE model, confirming previous findings. Therefore, MDC could improve discharge simulations in areas with extra sources of uncertainty, such as glaciers and snow cover. Since the change in fractional snow cover area was more accurate when MDC was applied, it can be concluded that MDC would also provide more realistic projections when calibrated parameter sets are extrapolated to different situations. |
format |
Article in Journal/Newspaper |
author |
Julia de Niet David Christian Finger Arvid Bring David Egilson David Gustafsson Zahra Kalantari |
author_facet |
Julia de Niet David Christian Finger Arvid Bring David Egilson David Gustafsson Zahra Kalantari |
author_sort |
Julia de Niet |
title |
Benefits of Combining Satellite-Derived Snow Cover Data and Discharge Data to Calibrate a Glaciated Catchment in Sub-Arctic Iceland |
title_short |
Benefits of Combining Satellite-Derived Snow Cover Data and Discharge Data to Calibrate a Glaciated Catchment in Sub-Arctic Iceland |
title_full |
Benefits of Combining Satellite-Derived Snow Cover Data and Discharge Data to Calibrate a Glaciated Catchment in Sub-Arctic Iceland |
title_fullStr |
Benefits of Combining Satellite-Derived Snow Cover Data and Discharge Data to Calibrate a Glaciated Catchment in Sub-Arctic Iceland |
title_full_unstemmed |
Benefits of Combining Satellite-Derived Snow Cover Data and Discharge Data to Calibrate a Glaciated Catchment in Sub-Arctic Iceland |
title_sort |
benefits of combining satellite-derived snow cover data and discharge data to calibrate a glaciated catchment in sub-arctic iceland |
publisher |
MDPI AG |
publishDate |
2020 |
url |
https://doi.org/10.3390/w12040975 https://doaj.org/article/6e9b0df1f7e4490f91cbf1a43ce80273 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic Iceland |
genre_facet |
Arctic Iceland |
op_source |
Water, Vol 12, Iss 975, p 975 (2020) |
op_relation |
https://www.mdpi.com/2073-4441/12/4/975 https://doaj.org/toc/2073-4441 doi:10.3390/w12040975 2073-4441 https://doaj.org/article/6e9b0df1f7e4490f91cbf1a43ce80273 |
op_doi |
https://doi.org/10.3390/w12040975 |
container_title |
Water |
container_volume |
12 |
container_issue |
4 |
container_start_page |
975 |
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1766340129882898432 |