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Frances V. Davenport
Frances V. Davenport
Assistant Professor, Civil and Environmental Engineering, Colorado State University
Verified email at colostate.edu - Homepage
Title
Cited by
Cited by
Year
Contribution of historical precipitation change to US flood damages
FV Davenport, M Burke, NS Diffenbaugh
Proceedings of the National Academy of Sciences 118 (4), e2017524118, 2021
2142021
Using machine learning to analyze physical causes of climate change: A case study of US Midwest extreme precipitation
FV Davenport, NS Diffenbaugh
Geophysical Research Letters 48 (15), e2021GL093787, 2021
1202021
Flood size increases nonlinearly across the western United States in response to lower snow‐precipitation ratios
FV Davenport, JE Herrera‐Estrada, M Burke, NS Diffenbaugh
Water Resources Research 56 (1), e2019WR025571, 2020
882020
Historical warming has increased US crop insurance losses
NS Diffenbaugh, FV Davenport, M Burke
Environmental Research Letters 16 (8), 084025, 2021
672021
Quantifying the effect of precipitation on landslide hazard in urbanized and non‐urbanized areas
EC Johnston, FV Davenport, L Wang, JK Caers, S Muthukrishnan, ...
Geophysical Research Letters 48 (16), e2021GL094038, 2021
502021
Emergent constraints on the large-scale atmospheric circulation and regional hydroclimate: Do they still work in CMIP6 and how much can they actually constrain the future?
IR Simpson, KA McKinnon, FV Davenport, M Tingley, F Lehner, ...
Journal of Climate 34 (15), 6355-6377, 2021
382021
Diverse physical processes drive upper‐tail flood quantiles in the US Mountain West
G Yu, DB Wright, FV Davenport
Geophysical Research Letters 49 (10), e2022GL098855, 2022
222022
On the impossibility of extreme event thresholds in the absence of global warming
NS Diffenbaugh, FV Davenport
Environmental Research Letters 16 (11), 115014, 2021
102021
Using Machine Learning With Partial Dependence Analysis to Investigate Coupling Between Soil Moisture and Near‐Surface Temperature
JT Trok, FV Davenport, EA Barnes, NS Diffenbaugh
Journal of Geophysical Research: Atmospheres 128 (12), e2022JD038365, 2023
72023
Exploring the Influence of Summer Temperature on Human Mobility During the COVID‐19 Pandemic in the San Francisco Bay Area
A Ly, FV Davenport, NS Diffenbaugh
GeoHealth 7 (6), e2022GH000772, 2023
72023
Separating internal and forced contributions to near term SST predictability in the CESM2-LE
EM Gordon, EA Barnes, FV Davenport
Environmental Research Letters 18 (10), 104047, 2023
62023
Machine learning–based extreme event attribution
JT Trok, EA Barnes, FV Davenport, NS Diffenbaugh
Science Advances 10 (34), eadl3242, 2024
42024
Combining neural networks and CMIP6 simulations to learn windows of opportunity for skillful prediction of multiyear sea surface temperature variability
FV Davenport, EA Barnes, EM Gordon
Geophysical Research Letters 51 (11), e2023GL108099, 2024
12024
Predicting cloud‐to‐ground lightning in the western United States from the large‐scale environment using explainable neural networks
DA Kalashnikov, FV Davenport, ZM Labe, PC Loikith, JT Abatzoglou, ...
Journal of Geophysical Research: Atmospheres 129 (22), e2024JD042147, 2024
2024
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