Vermont EPSCoR Publications and Products


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Conference Paper and Presentation
Hamshaw SD, Denu D, Holthuijzen M, Wshah S, Rizzo DM. Automating the Classification of Hysteresis in Event Concentration-Discharge Relationships. In: SEDHYD 2019. SEDHYD 2019. Reno, NV: SEDHYD, INC.; 2019. Available from: https://www.sedhyd.org/2019/openconf/modules/request.php?module=oc_program&action=view.php&id=70&file=1/70.pdf
Perdrial JN, Rizzo DM, Underwood KL, Lee BSuk, Toolin R, Seybold EC, Harpold AA, Boisrame G, Abbott BW, Li L, et al. Critical Zone network cluster research: Using Big Data approaches to assess ecohydrological resilience across scales. In: 2020 AGU (American Geophysical Union) Fall Meeting. 2020 AGU (American Geophysical Union) Fall Meeting. Virtual: American Geophysical Union (AGU); 2020. Available from: https://agu.confex.com/agu/fm20/webprogram/Paper748076.html
Rizzo DM, Hamshaw SD, Anderson H, Underwood KL, Dewoolkar MM. Estimates of Sediment Loading from Streambank Erosion Using Terrestrial LIDAR sediment in rivers using artificial neural networks: Implications for development of sediment budgets. In: American Geophysical Union, Fall Meeting. American Geophysical Union, Fall Meeting. San Francisco, CA; 2013.
Hamshaw SD. Identification of patterns of hysteresis in suspended sediment-discharge relationships to infer watershed sediment dynamics. In: Lake Champlain Research Conference. Lake Champlain Research Conference. Burlington, VT: Lake Champlain Basin Program; 2018. Available from: http://www.lcbp.org/water-environment/data-monitoring/lake-champlain-research-conference/
Wemple B, Ross DS, Garton J, Hamshaw SD, Underwood KL, Rizzo DM. Interactions between human and natural systems along rural road networks: The case of the Lake Champlain basin. In: 2018 CERM (Catskill Environmental Research & Monitoring) Conference. 2018 CERM (Catskill Environmental Research & Monitoring) Conference. Highmount, NY: Ashokan Watershed Stream Management Program; 2018. Available from: http://ashokanstreams.org/wp-content/uploads/2016/09/5-Wemple_CERM2018.pdf
Hamshaw SD, Dewoolkar MM, O'Neil-Dunne J, Engel T, Rizzo DM, Frolik J, Bryce TG. Monitoring Fluvial Geomorphic Change Using Unmanned Aircraft System (UAS) Photogrammetry and Laser Scanning. In: 2018 GSA (Geological Society of America) Northeastern Section 53rd Annual Meeting. 2018 GSA (Geological Society of America) Northeastern Section 53rd Annual Meeting. Burlington, VT: Geological Society of America (GSA); 2018. Available from: https://gsa.confex.com/gsa/2018NE/meetingapp.cgi/Paper/309724
Hamshaw SD, Underwood KL, Rizzo DM, Wemple B, Dewoolkar MM. Prediction of suspended sediment in rivers using artificial neural networks: Implications for development of sediment budgets. In: 2013 AGU (American Geophysical Union) Fall Meeting. 2013 AGU (American Geophysical Union) Fall Meeting. San Francisco, CA: American Geophysical Union (AGU); 2013.
Hamshaw SD, Bryce TG, O'Neil-Dunne J, Rizzo DM, Frolik J, Engel T, Dewoolkar MM. Quantifying streambank erosion using unmanned aerial systems at the site-specific and river network scales. In: Geo-Congress 2017 (Geotechnical Frontiers). Geo-Congress 2017 (Geotechnical Frontiers). Orlando, FL; 2017.
Hamshaw SD, Rizzo DM, Underwood KL, Wemple B, Dewoolkar MM. Suspended Sediment Prediction. In: 2014 NEAEB. 2014 NEAEB. Burlington VT; 2014.
Hamshaw SD, Underwood KL, Rizzo DM, O'Neil-Dunne J, Dewoolkar MM. Unmanned Aircraft System (UAS) Photogrammetry for Tracking Streambank Erosion and Geomorphic Change along a Protected River Corridor. In: Eighth International Conference on Case Histories in Geotechnical Engineering. Eighth International Conference on Case Histories in Geotechnical Engineering. Philadelphia, PA: Geo-Institute of ASCE (American Society of Civil Engineers); 2019. Available from: https://ascelibrary.org/doi/10.1061/9780784482070.015
Hamshaw SD. Unraveling sediment dynamics in the Mad River watershed through event concentration-discharge relationships and multi-temporal UAS surveys. In: 2018 CERM (Catskill Environmental Research & Monitoring) Conference. 2018 CERM (Catskill Environmental Research & Monitoring) Conference. Highmount, NY: Ashokan Watershed Stream Management Program; 2018. Available from: http://ashokanstreams.org/wp-content/uploads/2016/09/5-Hamshaw_CERM2018.pdf
Hamshaw SD, Dewoolkar MM, Schroth A, Wemple B, Rizzo DM. Unraveling Sediment Dynamics Within Watersheds From Patterns in Suspended Sediment-Discharge Rrelationships. In: 2018 GSA (Geological Society of America) Northeastern Section 53rd Annual Meeting. 2018 GSA (Geological Society of America) Northeastern Section 53rd Annual Meeting. Burlington, VT: Geological Society of America (GSA); 2018. Available from: https://gsa.confex.com/gsa/2018NE/meetingapp.cgi/Paper/310311
Hamshaw SD. Using unmanned aircraft system (UAS) photogrammetry to monitor bank erosion along river corridors. In: Lake Champlain Research Conference. Lake Champlain Research Conference. Burlington, VT: Lake Champlain Basin Program; 2018. Available from: http://www.lcbp.org/water-environment/data-monitoring/lake-champlain-research-conference/
Hamshaw SD, Rizzo DM, Javed A, Nguyen L. Watershed data science at the event scale: Revealing insights in watershed function through analysis of concentration-discharge relationships. In: 2020 AGU (American Geophysical Union) Fall Meeting. 2020 AGU (American Geophysical Union) Fall Meeting. Virtual: American Geophysical Union (AGU); 2020. Available from: https://agu.confex.com/agu/fm20/webprogram/Paper766889.html
Journal Article
Hamshaw SD, Engel T, Rizzo DM, O'Neil-Dunne J, Dewoolkar MM. Application of unmanned aircraft system (UAS) for monitoring bank erosion along river corridors. Geomatics, Natural Hazards and Risk [Internet]. 2019 ;10(1):1285 - 1305. Available from: https://www.tandfonline.com/doi/full/10.1080/19475705.2019.1571533
Wu R, Hamshaw SD, Yang L, Kincaid DW, Etheridge R, Ghasemkhani A. Data Imputation for Multivariate Time Series Sensor Data With Large Gaps of Missing Data. IEEE Sensors Journal [Internet]. 2022 ;22(11):10671 - 10683. Available from: https://ieeexplore.ieee.org/document/9755143
Ross DS, Wemple B, Willson LJ, Balling C, Underwood KL, Hamshaw SD. Impact of an Extreme Storm Event on River Corridor Bank Erosion and Phosphorus Mobilization in a Mountainous Watershed in the Northeastern United States. Journal of Geophysical Research - Biogeosciences [Internet]. 2018 . Available from: https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2018JG004497
Javed A, Hamshaw SD, Lee BSuk, Rizzo DM. Multivariate event time series analysis using hydrological and suspended sediment data. Journal of Hydrology [Internet]. 2021 ;593:125802. Available from: https://www.sciencedirect.com/science/article/pii/S0022169420312634
Hamshaw SD, Dewoolkar MM, Schroth AW, Wemple B, Rizzo DM. A new machine-learning approach for classifying hysteresis in suspended-sediment discharge relationships using high-frequency monitoring data. Water Resources Research [Internet]. 2018 ;54(6):4040-4058. Available from: https://agupubs.onlinelibrary.wiley.com/doi/abs/10.1029/2017WR022238
Weiss HS, Bierman PR, Dubief Y, Hamshaw SD. Optimization of over-summer snow storage at midlatitudes and low elevation. The Cryosphere [Internet]. 2019 ;13(12):3367 - 3382. Available from: https://www.the-cryosphere.net/13/3367/2019/
Hamshaw SD, Bryce TG, Rizzo DM, O'Neil-Dunne J, Frolik J, Dewoolkar MM. Quantifying streambank movement and topography using unmanned aircraft system photogrammetry with comparison to terrestrial laser scanning. River Research and Applications [Internet]. 2017 ;33(8):1354 - 1367. Available from: http://doi.wiley.com/10.1002/rra.3183http://onlinelibrary.wiley.com/wol1/doi/10.1002/rra.3183/fullpdfhttp://api.wiley.com/onlinelibrary/chorus/v1/articles/10.1002%2Frra.3183https://api.wiley.com/onlinelibrary/tdm/v1/articles/10.1002%2Frra.3183

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