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‎content/publication/ali-2023-quantifying-3-e-6/cite.bib‎

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title = {Quantifying Causes of Arctic Amplification via Deep Learning based Time-series Causal Inference},
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year = {2023}
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}
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‎content/publication/ali-2023-quantifying-3-e-6/index.md‎

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title: Quantifying Causes of Arctic Amplification via Deep Learning based Time-series
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Causal Inference
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date: '2023-01-01'
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draft: false
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publishDate: '2026-02-01T16:51:44.115774Z'
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authors:
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- Sahara Ali
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date: '2023-01-01'
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publication: '*arXiv*'
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doi: 10.48550/arxiv.2303.07122
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abstract: The warming of the Arctic, also known as Arctic amplification, is led by
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several atmospheric and oceanic drivers. However, the details of its underlying
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thermodynamic causes are still unknown. Inferring the causal effects of atmospheric
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and observational data, we show how our research can substantially improve the ability
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to quantify leading causes of Arctic sea ice melt, further paving paths for causal
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inference in observational Earth science.
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publication: '*arXiv*'
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‎content/publication/ali-2023-quantifying-50-d/cite.bib‎

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volume = {00},
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‎content/publication/ali-2023-quantifying-50-d/index.md‎

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---
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title: Quantifying Causes of Arctic Amplification via Deep Learning Based Time-Series
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Causal Inference
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date: '2023-01-01'
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draft: false
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publishDate: '2026-02-01T16:51:45.151503Z'
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authors:
810
- Sahara Ali
911
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- Nicole-Jeanne Schlegel
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publication: '*2023 International Conference on Machine Learning and Applications
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(ICMLA)*'
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publication_short: ''
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doi: 10.1109/icmla58977.2023.00101
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abstract: The warming of the Arctic, also known as Arctic amplification, is led by
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several atmospheric and oceanic drivers. However, the details of its underlying
1941
thermodynamic causes are still unknown. Inferring the causal effects of atmospheric
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Through experiments on synthetic and observational data, we show how our research
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can substantially improve the ability to quantify leading causes of Arctic sea ice
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melt, further paving paths for causal inference in observational Earth science.
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# Summary. An optional shortened abstract.
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summary: ''
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tags: []
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# Display this page in a list of Featured pages?
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publication: '*2023 International Conference on Machine Learning and Applications
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(ICMLA)*'
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doi: 10.1109/icmla58977.2023.00101
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‎content/publication/dunmire-2024-greenland-8-ec/cite.bib‎

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title = {Greenland Ice Sheet wide supraglacial lake evolution and dynamics: insights from the 2018 and 2019 melt seasons},
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‎content/publication/dunmire-2024-greenland-8-ec/index.md‎

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title: 'Greenland Ice Sheet wide supraglacial lake evolution and dynamics: insights
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from the 2018 and 2019 melt seasons'
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date: '2024-01-01'
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publishDate: '2026-02-01T16:51:49.692808Z'
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authors:
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- Devon Dunmire
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- Aneesh Subramanian
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- Alison Banwell
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- Hammad Younas
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- Brendan Myers
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publication: ''
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doi: 10.31223/x5871p
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abstract: 'Supraglacial lakes on the Greenland Ice Sheet (GrIS) can impact both the
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ice sheet surface mass balance and ice dynamics. Thus, understanding the evolution
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and dynamics of supraglacial lakes is important to provide improved parameterizations
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the resulting two-year ice-sheet-wide dataset provide unprecedented insights into
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GrIS supraglacial lake dynamics and evolution, offering a valuable resource for
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future research.'
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‎content/publication/eddebbar-2023-eddymediated-88-e/cite.bib‎

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title = {Eddy-Mediated Mixing of Oxygen in the Equatorial Pacific},
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year = {2023}
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‎content/publication/eddebbar-2023-eddymediated-88-e/index.md‎

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title: Eddy-Mediated Mixing of Oxygen in the Equatorial Pacific
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date: '2023-01-01'
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publishDate: '2026-02-01T16:51:48.648111Z'
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authors:
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- Yassir A Eddebbar
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- Daniel Bridger Whitt
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- Ariane Verdy
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- Matthew R Mazloff
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- Aneesh Subramanian
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- Matthew C Long
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date: '2023-01-01'
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publication: ''
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doi: 10.22541/essoar.169603520.08844041/v1
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abstract: In the tropical Pacific, weak ventilation and intense microbial respiration
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at depth give rise to a low dissolved oxygen (O2) environment that is thought to
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be ventilated primarily by the equatorial current system (ECS). The role of mesoscale
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the need for adequate observations and model representation of turbulent mixing
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and mesoscale processes for understanding and predicting the fate of the tropical
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Pacific O2 content in a warmer and more stratified ocean.
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‎content/publication/elipot-2022-overcoming-97-e/cite.bib‎

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