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Claire
Griffin
Postdoc
University of Virginia

Publications

Understanding the synergies of deep learning and data fusion of multispectral and panchromatic high resolution commercial satellite imagery for automated ice-wedge polygon detection
Bridging Science, Art, and Community in the New Arctic
From land to sea: How watershed processes shape inland and coastalwaters
Rapid transformation of tundra ecosystems from ice-wedge degradation
An object-based approach for mapping tundra ice-wedge polygon troughs from very high spatial resolution optical satellite imagery
Understanding the effects of optimal combination of spectral bands on deep learning model predictions: a case study based on permafrost tundra landform mapping using high resolution multispectral satellite imagery

Outreach

Design Studio on Arctic Natural-Built Systems, graduate course
Arctic carbon cycling and the permafrost carbon bomb, UVA Undergraduate Seminar Series

Presentations

Dissolved organic matter dynamics across a gradient of permafrost polygon degradation, northern Alaska
Assessment of nitrogen dynamics in soil, vegetation, and surface water across successional stages of ice-wedge degradation and stabilization in the tundra of northern Alaska
Bridging science, art, and community in the new Arctic
Arctic environmental data narratives: Developing an interdisciplinary, co-productive approach for environmental data analysis and application
Landscape connectivity and dissolved organic matter in a degrading permafrost polygonal landscape
Soil characteristics and plant functional groups across successional stages of ice-wedge degradation and re-stabilization in the tundra of North America
Automated mapping of ice-wedge polygon troughs in the continuous permafrost zone using commercial satellite imagery
Understanding the changing natural-built environment in an Arctic community: An integrated sensor network
Understanding the changing natural-built environment in an Arctic community: An integrated sensor network
Landscape connectivity and dissolved organic matter in a degrading permafrost polygonal landscape
Soil and plant community characteristics across successional stages of ice-wedge degradation and re-stabilization in the tundra of northern Alaska
Effects of watershed position, landscape connectivity, and ice wedge degradation on dissolved organic matter dynamics at Prudhoe Bay, AK
Soil carbon and nitrogen, plant functional groups, and plant tissue nutrient content across successional stages of ice-wedge degradation and re-stabilization in the tundra of Prudhoe Bay, Alaska
Understanding the Changing Natural-Built Landscape in an Arctic Community: An Integrated Sensor Study in Utqiaġvik, Alaska
Changes in plant functional group biomass and tissue nutrient content across stages of ice-wedge degradation and re-stabilization in the Arctic tundra of Jago River Reserve and Prudhoe Bay, Alaska
Assessing micrometeorological differences related to the built environment in Utqiagvik, Alaska
Assessing micrometeorological and geophysical differences related to the built environment in Utqiaġvik, Alaska
Variability in hydrological conditions in ponds and lagoons between an urban Arctic community and surrounding tundra
DEC 2023: Interactions between the built and natural environments in an Arctic Community: An integrated sensor network in Utqiagvik, Alaska
Variability in hydrological conditions in ponds and lagoons between an urban Arctic community and surrounding tundra
Arctic Observing Summit: Interactions between the built and natural environments in an Arctic Community: An integrated sensor network in Utqiagvik

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