Cargando…
Interannual Dynamics of Ice Cliff Populations on Debris‐Covered Glaciers From Remote Sensing Observations and Stochastic Modeling
Ice cliffs are common on debris‐covered glaciers and have relatively high melt rates due to their direct exposure to incoming radiation. Previous studies have shown that their number and relative area can change considerably from year to year, but this variability has not been explored, in part beca...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9285626/ https://www.ncbi.nlm.nih.gov/pubmed/35860443 http://dx.doi.org/10.1029/2021JF006179 |
_version_ | 1784747827589545984 |
---|---|
author | Kneib, M. Miles, E. S. Buri, P. Molnar, P. McCarthy, M. Fugger, S. Pellicciotti, F. |
author_facet | Kneib, M. Miles, E. S. Buri, P. Molnar, P. McCarthy, M. Fugger, S. Pellicciotti, F. |
author_sort | Kneib, M. |
collection | PubMed |
description | Ice cliffs are common on debris‐covered glaciers and have relatively high melt rates due to their direct exposure to incoming radiation. Previous studies have shown that their number and relative area can change considerably from year to year, but this variability has not been explored, in part because available cliff observations are irregular. Here, we systematically mapped and tracked ice cliffs across four debris‐covered glaciers in High Mountain Asia for every late ablation season from 2009 to 2019 using high‐resolution multi‐spectral satellite imagery. We then quantified the processes occurring at the feature scale to train a stochastic birth‐death model to represent the cliff population dynamics. Our results show that while the cliff relative area can change by up to 20% from year to year, the natural long‐term variability is constrained, thus defining a glacier‐specific cliff carrying capacity. In a subsequent step, the inclusion of external drivers related to climate, glacier dynamics, and hydrology highlights the influence of these variables on the cliff population dynamics, which is usually not a direct one due to the complexity and interdependence of the processes taking place at the glacier surface. In some extreme cases (here, a glacier surge), these external drivers may lead to a reorganization of the cliffs at the glacier surface and a change in the natural variability. These results have implications for the melt of debris‐covered glaciers, in addition to showing the high rate of changes at their surface and highlighting some of the links between cliff population and glacier state. |
format | Online Article Text |
id | pubmed-9285626 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92856262022-07-18 Interannual Dynamics of Ice Cliff Populations on Debris‐Covered Glaciers From Remote Sensing Observations and Stochastic Modeling Kneib, M. Miles, E. S. Buri, P. Molnar, P. McCarthy, M. Fugger, S. Pellicciotti, F. J Geophys Res Earth Surf Research Article Ice cliffs are common on debris‐covered glaciers and have relatively high melt rates due to their direct exposure to incoming radiation. Previous studies have shown that their number and relative area can change considerably from year to year, but this variability has not been explored, in part because available cliff observations are irregular. Here, we systematically mapped and tracked ice cliffs across four debris‐covered glaciers in High Mountain Asia for every late ablation season from 2009 to 2019 using high‐resolution multi‐spectral satellite imagery. We then quantified the processes occurring at the feature scale to train a stochastic birth‐death model to represent the cliff population dynamics. Our results show that while the cliff relative area can change by up to 20% from year to year, the natural long‐term variability is constrained, thus defining a glacier‐specific cliff carrying capacity. In a subsequent step, the inclusion of external drivers related to climate, glacier dynamics, and hydrology highlights the influence of these variables on the cliff population dynamics, which is usually not a direct one due to the complexity and interdependence of the processes taking place at the glacier surface. In some extreme cases (here, a glacier surge), these external drivers may lead to a reorganization of the cliffs at the glacier surface and a change in the natural variability. These results have implications for the melt of debris‐covered glaciers, in addition to showing the high rate of changes at their surface and highlighting some of the links between cliff population and glacier state. John Wiley and Sons Inc. 2021-10-13 2021-10 /pmc/articles/PMC9285626/ /pubmed/35860443 http://dx.doi.org/10.1029/2021JF006179 Text en © 2021. The Authors. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Kneib, M. Miles, E. S. Buri, P. Molnar, P. McCarthy, M. Fugger, S. Pellicciotti, F. Interannual Dynamics of Ice Cliff Populations on Debris‐Covered Glaciers From Remote Sensing Observations and Stochastic Modeling |
title | Interannual Dynamics of Ice Cliff Populations on Debris‐Covered Glaciers From Remote Sensing Observations and Stochastic Modeling |
title_full | Interannual Dynamics of Ice Cliff Populations on Debris‐Covered Glaciers From Remote Sensing Observations and Stochastic Modeling |
title_fullStr | Interannual Dynamics of Ice Cliff Populations on Debris‐Covered Glaciers From Remote Sensing Observations and Stochastic Modeling |
title_full_unstemmed | Interannual Dynamics of Ice Cliff Populations on Debris‐Covered Glaciers From Remote Sensing Observations and Stochastic Modeling |
title_short | Interannual Dynamics of Ice Cliff Populations on Debris‐Covered Glaciers From Remote Sensing Observations and Stochastic Modeling |
title_sort | interannual dynamics of ice cliff populations on debris‐covered glaciers from remote sensing observations and stochastic modeling |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9285626/ https://www.ncbi.nlm.nih.gov/pubmed/35860443 http://dx.doi.org/10.1029/2021JF006179 |
work_keys_str_mv | AT kneibm interannualdynamicsoficecliffpopulationsondebriscoveredglaciersfromremotesensingobservationsandstochasticmodeling AT mileses interannualdynamicsoficecliffpopulationsondebriscoveredglaciersfromremotesensingobservationsandstochasticmodeling AT burip interannualdynamicsoficecliffpopulationsondebriscoveredglaciersfromremotesensingobservationsandstochasticmodeling AT molnarp interannualdynamicsoficecliffpopulationsondebriscoveredglaciersfromremotesensingobservationsandstochasticmodeling AT mccarthym interannualdynamicsoficecliffpopulationsondebriscoveredglaciersfromremotesensingobservationsandstochasticmodeling AT fuggers interannualdynamicsoficecliffpopulationsondebriscoveredglaciersfromremotesensingobservationsandstochasticmodeling AT pellicciottif interannualdynamicsoficecliffpopulationsondebriscoveredglaciersfromremotesensingobservationsandstochasticmodeling |