Kai Parker

Dr. Kai Parker


Research Focus & Metrics

Academic Career Length

10Years (2017-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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18 April 2023 in Natural Hazards
Verified
Journal Article
Open access
PDF file
KPKai Parker
Kai Parker
Li EriksonLi Erikson
Li Erikson
JTJennifer Anne Thomas
Jennifer Anne Thomas
CNC.M. (Kees) Nederhoff
C.M. (Kees) Nederhoff
PBPatrick Barnard
Patrick Barnard
SMSanne Muis
Sanne Muis
A 38-year hindcast water-level product is developed for the US Southeast Atlantic coastline from the entrance of Chesapeake Bay to the southeast tip of Florida. The water-level modeling framework utilized in this study combines a global-scale hydrodynamic model (Global Tide and Surge Model, GTSM-ERA5), a novel ensemble-based tide model, a parameterized wave setup model, and statistical corrections applied to improve modeled water-level components. Corrected water-level data are found to be skillful, with an RMSE of 13 cm, when compared to observed water-level measurement at tide gauge locations. The largest errors in the hindcast are location-based and typically found in the tidal component of the model. Extreme water levels across the region are driven by compound events, in this case referring to combined surge, tide, and wave forcing. However, the relative importance of water-level components varies spatially, such that tides are found to be more important in the center of the study region, non-tidal residual water levels to the north, and wave setup in the north and south. Hurricanes drive the most extreme water-level events within the study area, but non-hurricane events define the low to mid-level recurrence interval water-level events. This study presents a robust analysis of the complex oceanographic factors that drive coastal flood events. This dataset will support a variety of critical coastal research goals including research related to coastal hazards, landscape change, and community risk assessments.

1 August 2019 in Coastal Engineering
Verified
Journal Article
Closed access
KPKai Parker
Kai Parker
PRPeter Ruggiero
Peter Ruggiero
KSKatherine A. Serafin
Katherine A. Serafin
DHDavid F. Hill
David F. Hill

1 February 2017 in Ocean Modelling
Verified
Journal Article
Closed access
KPKai Parker
Kai Parker
DHD.F. Hill
D.F. Hill

21 November 2024 in Nature Climate Change
Verified
Journal Article
Closed access
PDF file
PBPatrick Barnard
Patrick Barnard
KBKevin M. Befus
Kevin M. Befus
JDJeffrey J. Danielson
Jeffrey J. Danielson
AEAnita C. Engelstad
Anita C. Engelstad
Li EriksonLi Erikson
Li Erikson
JJJamie L. Jones
Jamie L. Jones

12 March 2023 in EarthArXiv
Verified
Preprint
Open access
PDF file
CNC.M. (Kees) Nederhoff
C.M. (Kees) Nederhoff
TLTim Leijnse
Tim Leijnse
KPKai Parker
Kai Parker
JTJennifer Thomas
Jennifer Thomas
AOAndy O'NEill
Andy O'NEill
CMChris Massey
Chris Massey
Subtropical coastlines are impacted by both tropical and extratropical cyclones. While both may lead to substantial damage to coastal communities, it is difficult to determine the contribution of tropical cyclones in coastal flooding relative to that of extratropical cyclones. We conduct a large-scale flood hazard and impact assessment across the subtropical Southeast Atlantic Coast of the United States, from Virginia to Florida, including different flood hazards. The physics-based hydrodynamic modeling skillfully reproduces coastal water levels based on a comprehensive validation of tides, almost two hundred historical storms, and an in-depth hindcast of Hurricane Florence. We show that yearly flood impacts are two times as likely to be driven by extratropical than tropical cyclones. On the other hand, tropical cyclones are thirty times more likely to affect people during rarer 100-year events than extratropical cyclones and contribute to more than half of the regional flood risk. With increasing sea levels, more area will be flooded, regardless if that flooding is driven by tropical or extratropical cyclones. Most of the absolute flood risk is contained in the greater Miami metropolitan area. However, several less populous counties have the highest relative risks. The results of this study provide critical information for understanding the source and frequency of compound flooding across the Southeast Atlantic Coast of the United States.

5 August 2019 in Natural Hazards and Earth System Sciences
Verified
Journal Article
Open access
KPKai Parker
Kai Parker
DHDavid Hill
David Hill
GMGabriel García Medina
Gabriel García Medina
JBJordan Beamer
Jordan Beamer
Climate change impacts on extreme water levels (WLs) at two United States Pacific Northwest estuaries are investigated using a multicomponent process-based modeling framework. The integrated impact of climate change on estuarine forcing is considered using a series of sub-models that track changes to oceanic, atmospheric, and hydrologic controls on hydrodynamics. This modeling framework is run at decadal scales for historic (1979–1999) and future (2041–2070) periods with changes to extreme WLs quantified across the two study sites. It is found that there is spatial variability in extreme WLs at both study sites with all recurrence interval events increasing with further distance into the estuary. This spatial variability is found to increase for the 100-year event moving into the future. It is found that the full effect of sea level rise is mitigated by a decrease in forcing. Short-recurrence-interval events are less buffered and therefore more impacted by sea level rise than higher-return-interval events. Finally, results show that annual extremes at the study sites are defined by compound events with a variety of forcing contributing to high WLs.