Caroline Aubry‐Wake

Data for: Benchmarked and leakage-validated deep-learning glacier segmentation: a 42-year, five-sensor snow-fraction record for western North America

Tarka, Michel Baraër, Caroline Aubry‐Wake

Dataset and trained models accompanying: Tarka, Maxime and Baraër, Michel and Aubry-Wake, Caroline, Benchmarked and leakage-validated deep-learning glacier segmentation: a 42-year, five-sensor snow-fraction record for western North America (September 21, 2026). Available at SSRN: https://ssrn.com/abstract=7418104 or http://dx.doi.org/10.2139/ssrn.7418104 A four-class U-Net (Snow / …

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Data for: Benchmarked and leakage-validated deep-learning glacier segmentation: a 42-year, five-sensor snow-fraction record for western North America

Tarka, Michel Baraër, Caroline Aubry‐Wake

Dataset and trained models accompanying: Tarka, Maxime and Baraër, Michel and Aubry-Wake, Caroline, Benchmarked and leakage-validated deep-learning glacier segmentation: a 42-year, five-sensor snow-fraction record for western North America (September 21, 2026). Available at SSRN: https://ssrn.com/abstract=7418104 or http://dx.doi.org/10.2139/ssrn.7418104 A four-class U-Net (Snow / …

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Sensitivity of surface water and groundwater contributions to streamflow in a tropical glacierized basin under climate change scenarios

Caroline Aubry‐Wake, Gavin McNamara, Lauren Somers, Jeffrey M. McKenzie et autres

Abstract While mountain water faces threats posed by climate change, particularly in snow-dominated and glacierized systems, the role of groundwater (GW) in sustaining streamflow in these systems remains elusive. Changing mountain headwaters, marked by reduced snowpacks, retreating glaciers, shifting precipitation patterns, and …

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Cryosphere–groundwater connectivity is a missing link in the mountain water cycle

Marit Van Tiel, Caroline Aubry‐Wake, Lauren Somers, Christoff Andermann et autres

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Cryosphere-groundwater connectivity in the mountain water cycle - where does meltwater go?

Marit Van Tiel, Caroline Aubry‐Wake, Lauren Somers

Both the mountain cryosphere -- comprising glaciers, snow, and permafrost -- and groundwater play crucial roles in shaping the hydrological cycle. However, their connectivity is not well understood. Understanding the importance of sub-surface meltwater flowpaths and the role of groundwater in mountain …

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Exploring the connectivity between glacier melt, groundwater and climate change in the Cordillera Blanca, Peru

Gavin McNamara, Caroline Aubry‐Wake, Lauren Somers, Jeffrey M. McKenzie et autres

Glacier melt is known to provide an important source of water to streamflow in glacierized tropical regions, especially during the dry season. Groundwater also contributes a significant amount to streamflow. However, the linkage between the two is often unclear: How much groundwater …

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Current and future glacier melt contribution to groundwater dynamics in a high-altitude, Himalaya basin

Caroline Aubry‐Wake, Walter Willem Immerzeel

While mountain groundwater in glacierized regions has gained increasing attention, comprehensive insights of glacier melt contributions to groundwater and their resurfacing patterns remain limited. Our study employs a cryosphere-surface hydrology model in combination with numerical groundwater simulations to estimate the water table …

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A preliminary investigation of microbial communities on the Athabasca Glacier within deposited organic matter

Milena Esser, Phillip J. Ankley, Caroline Aubry‐Wake, Yuwei Xie et autres

Glacier ecosystems are shrinking at an accelerating rate due to changes in climate, and increased darkening from allochthonous and autochthonous carbon is leading to changes in light absorption, associated heat, and microbial communities.

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Canadian Mountain Assessment

Eric Stowe Higgs, Aerin L. Jacob, Gùdia Mary Jane Johnson, Linda L. Johnson et autres

The Canadian Mountain Assessment provides a first-of-its-kind look at what we know, do not know, and need to know about mountain systems in Canada. The assessment is based on insights from First Nations, Métis, and Inuit knowledges of mountains, as well as …

Canadian Mountain Assessment

Graham McDowell, Madison T. Stevens, Shawn J. Marshall, Eric Stowe Higgs et autres

The Canadian Mountain Assessment provides a first-of-its-kind look at what we know, do not know, and need to know about mountain systems in Canada. The assessment is based on insights from First Nations, Métis, and Inuit knowledges of mountains, as well as …

Predicting Hydrological Change in an Alpine Glacierized Basin and Its Sensitivity to Landscape Evolution and Meteorological Forcings

Caroline Aubry‐Wake, John Willard Pomeroy

Abstract Shifting precipitation patterns, a warming climate, changing snow dynamics and retreating glaciers are occurring simultaneously in glacierized mountain headwaters. To predict future hydrological behavior in an exemplar glacierized basin, a spatially distributed, physically based cold regions process hydrological model including on …

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Exploring the pathways of precipitation, snowmelt and glacier melt through the subsurface in high resolution, coupled, data-driven modeling experiment of the Langshisha catchment in the Himalaya

Caroline Aubry‐Wake, Lauren Somers, Varya Bazilova, Philip Kraaijenbrink et autres

Groundwater can be an important water source for mountain streams. To gain insights into the sources of groundwater recharge and their pathways to the downstream environments, the interactions between surface water and groundwater are investigated for the Langshisha catchment, in the Langtang …

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