BIG DATA CLUSTER AT AGU22

Presenting the work of the Cluster at the American Geophysical Union Annual Fall Meeting

complete Big Data Cluster at AGU22 Schedule

Highlights from Critical Zone research made possible through Cluster collaborations. Listed below are selections from many more that were presented at the American Geophysical Union Annual Fall Meeting in December 2022.

CLUSTER TEAM:

Complex Systems

How things work together in the many layers of the Critical Zone.

Using big data at a continental scale
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CLUSTER TEAM:

Data Science

Creating trustworthy tools for environmental scientists.

Developing machine learning models to clean big data sets
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CLUSTER TEAM:

Education

Ongoing work to improve how science teaches science teachers.

Lessons and inspiration from our project's first two years
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CLUSTER TEAM:

Northeast

Research from a warmer, wetter New England.

Cluster synthesis in action
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CLUSTER TEAM:

Southwest

The nexus of land use, policy, and Critical Zone research.

Computer modeling to inform resource management
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CLUSTER TEAM:

West

Fire, water, soil, air, and how changes to one changes them all.

Tracing the chemicals of the Critical Zone
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The Climate Control on River Chemistry

Li Li, Bryn Stewart, Wei Zhi, Kayalvizhi Sadayappan, Shreya Ramesh, Devon Kerins, Gary Sterle, Adrian Harpold, Julia Perdrial. 2022. Earth’s Future.
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Multivariate event time series analysis using hydrological and suspended sediment data

Javed, A., Hamshaw, S.D., Lee, B.S., and D.M. Rizzo. 2021. Journal of Hydrology. 593 10.1016/j.jhydrol.2020.125802
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Drivers of Dissolved Organic Carbon Mobilization From Forested Headwater Catchments: A Multi Scaled Approach.

Adler, T., K. L. Underwood, D. M. Rizzo, A. Harpold, G. Sterle, L. Li, H. Wen, L. Stinson, C. Bristol, B. Stewart, A. Lini, N. Perdrial and J. N. Perdrial. 2021. Frontiers in Water. 3(63)

Land Use and Season Influence Event-Scale Nitrate and Soluble Reactive Phosphorus Exports and Export Stoichiometry from Headwater Catchments

Dustin W. Kincaid, Erin C. Seybold, E. Carol Adair, William B. Bowden, Julia N. Perdrial, Matthew C. H. Vaughan, Andrew W. Schroth. 2020. Water Resources Research. Volume 56, Issue 10

Hydrologic responses to restored wildfire regimes revealed by soil moisture- vegetation relationships.

Boisrame, G., Thompson, S., and Scott Stephens. 2018. Advances in Water Resources. 112, 124 - 126.
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Managed Wildfire Effects on Forest Resilience and Water in the Sierra Nevada

Boisrame, G., Thompson, S., Collins, B., and Scott Stephens. 2016. Ecosystems. 10.1007/s10021-016-0048-1
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