The Greenland ice sheet runoff limit; simulated by RCMs and detected by MODIS

Streams and lakes develop each summer over the marginal regions of the Greenland ice sheet. These hydrological features reach into the accumulation area and confirm that surface runoff of meltwater is an important component of the mass balance of the ice sheet. Here we map daily visible runoff limit...

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Main Authors: Machguth, H., Andrew, T., Nicole, C., Peter, K., Xavier, F., Max, B., Michiel, v., Brice, N.
Format: Conference Object
Language:English
Published: 2023
Subjects:
Online Access:https://gfzpublic.gfz-potsdam.de/pubman/item/item_5020757
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spelling ftgfzpotsdam:oai:gfzpublic.gfz-potsdam.de:item_5020757 2023-09-05T13:19:49+02:00 The Greenland ice sheet runoff limit; simulated by RCMs and detected by MODIS Machguth, H. Andrew, T. Nicole, C. Peter, K. Xavier, F. Max, B. Michiel, v. Brice, N. 2023-07-11 https://gfzpublic.gfz-potsdam.de/pubman/item/item_5020757 eng eng info:eu-repo/semantics/altIdentifier/doi/10.57757/IUGG23-3788 https://gfzpublic.gfz-potsdam.de/pubman/item/item_5020757 XXVIII General Assembly of the International Union of Geodesy and Geophysics (IUGG) info:eu-repo/semantics/conferenceObject 2023 ftgfzpotsdam https://doi.org/10.57757/IUGG23-3788 2023-08-13T23:41:23Z Streams and lakes develop each summer over the marginal regions of the Greenland ice sheet. These hydrological features reach into the accumulation area and confirm that surface runoff of meltwater is an important component of the mass balance of the ice sheet. Here we map daily visible runoff limits using MODIS data (500 m resolution). Our automated algorithm relies, among other parameters, on spatial variability of surface albedo. The algorithm is applied to all of Greenland for the years 2000 to 2021. Retrievals are adjusted based on hydrological in situ measurements and modelling of the runoff limit. Albeit MODIS' spatial resolution is too coarse to resolve streams or lakes, the results highly agree to surface runoff mapping from Landsat imagery. The data document significant increasing trends in runoff limits until the year 2012, but not thereafter. The visible runoff limit typically rises quickly early in the melt season, but upward migration halts before melting ceases.We utilize the high temporal resolution of the data to compare with state-of-the-art regional climate models (RCMs). The comparison of MODIS and RCM runoff limits reveals a complex pattern, where one of the RCMs well replicates temporal variability while another accurately reproduces the long-term average elevation of the runoff limit. Validating RCMs using visible runoff limit elevations has the potential to further improve regional climate models and estimates of Greenland’s future sea level contribution. We emphasize that the comparison is challenged by the different characteristics of modelled and “real-world” runoff. Conference Object Greenland Ice Sheet GFZpublic (German Research Centre for Geosciences, Helmholtz-Zentrum Potsdam) Greenland
institution Open Polar
collection GFZpublic (German Research Centre for Geosciences, Helmholtz-Zentrum Potsdam)
op_collection_id ftgfzpotsdam
language English
description Streams and lakes develop each summer over the marginal regions of the Greenland ice sheet. These hydrological features reach into the accumulation area and confirm that surface runoff of meltwater is an important component of the mass balance of the ice sheet. Here we map daily visible runoff limits using MODIS data (500 m resolution). Our automated algorithm relies, among other parameters, on spatial variability of surface albedo. The algorithm is applied to all of Greenland for the years 2000 to 2021. Retrievals are adjusted based on hydrological in situ measurements and modelling of the runoff limit. Albeit MODIS' spatial resolution is too coarse to resolve streams or lakes, the results highly agree to surface runoff mapping from Landsat imagery. The data document significant increasing trends in runoff limits until the year 2012, but not thereafter. The visible runoff limit typically rises quickly early in the melt season, but upward migration halts before melting ceases.We utilize the high temporal resolution of the data to compare with state-of-the-art regional climate models (RCMs). The comparison of MODIS and RCM runoff limits reveals a complex pattern, where one of the RCMs well replicates temporal variability while another accurately reproduces the long-term average elevation of the runoff limit. Validating RCMs using visible runoff limit elevations has the potential to further improve regional climate models and estimates of Greenland’s future sea level contribution. We emphasize that the comparison is challenged by the different characteristics of modelled and “real-world” runoff.
format Conference Object
author Machguth, H.
Andrew, T.
Nicole, C.
Peter, K.
Xavier, F.
Max, B.
Michiel, v.
Brice, N.
spellingShingle Machguth, H.
Andrew, T.
Nicole, C.
Peter, K.
Xavier, F.
Max, B.
Michiel, v.
Brice, N.
The Greenland ice sheet runoff limit; simulated by RCMs and detected by MODIS
author_facet Machguth, H.
Andrew, T.
Nicole, C.
Peter, K.
Xavier, F.
Max, B.
Michiel, v.
Brice, N.
author_sort Machguth, H.
title The Greenland ice sheet runoff limit; simulated by RCMs and detected by MODIS
title_short The Greenland ice sheet runoff limit; simulated by RCMs and detected by MODIS
title_full The Greenland ice sheet runoff limit; simulated by RCMs and detected by MODIS
title_fullStr The Greenland ice sheet runoff limit; simulated by RCMs and detected by MODIS
title_full_unstemmed The Greenland ice sheet runoff limit; simulated by RCMs and detected by MODIS
title_sort greenland ice sheet runoff limit; simulated by rcms and detected by modis
publishDate 2023
url https://gfzpublic.gfz-potsdam.de/pubman/item/item_5020757
geographic Greenland
geographic_facet Greenland
genre Greenland
Ice Sheet
genre_facet Greenland
Ice Sheet
op_source XXVIII General Assembly of the International Union of Geodesy and Geophysics (IUGG)
op_relation info:eu-repo/semantics/altIdentifier/doi/10.57757/IUGG23-3788
https://gfzpublic.gfz-potsdam.de/pubman/item/item_5020757
op_doi https://doi.org/10.57757/IUGG23-3788
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