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Elena Leonarduzzi
Elena Leonarduzzi
Postdoctoral Research Fellow, Princeton University
Verified email at princeton.edu
Title
Cited by
Cited by
Year
Predictive performance of rainfall thresholds for shallow landslides in Switzerland from gridded daily data
E Leonarduzzi, P Molnar, BW McArdell
Water Resources Research 53 (8), 6612-6625, 2017
802017
Performance of high strength rock fall meshes: effect of block size and mesh geometry
O Buzzi, E Leonarduzzi, B Krummenacher, A Volkwein, A Giacomini
Rock Mechanics and Rock Engineering 48, 1221-1231, 2015
332015
Evaluating methods for debris-flow prediction based on rainfall in an Alpine catchment
J Hirschberg, A Badoux, BW McArdell, E Leonarduzzi, P Molnar
Natural Hazards and Earth System Sciences 21 (9), 2773-2789, 2021
282021
Development of a Deep Learning Emulator for a Distributed Groundwater–Surface Water Model: ParFlow-ML
H Tran, E Leonarduzzi, L De la Fuente, RB Hull, V Bansal, C Chennault, ...
Water 13 (23), 3393, 2021
252021
Deriving rainfall thresholds for landsliding at the regional scale: daily and hourly resolutions, normalisation, and antecedent rainfall
E Leonarduzzi, P Molnar
Natural Hazards and Earth System Sciences 20 (11), 2905-2919, 2020
242020
Rainfall-induced shallow landslides and soil wetness: comparison of physically based and probabilistic predictions
E Leonarduzzi, BW McArdell, P Molnar
Hydrology and Earth System Sciences 25 (11), 5937-5950, 2021
112021
Numerical analysis of the effect of subgrid variability in a physically based hydrological model on runoff, soil moisture, and slope stability
E Leonarduzzi, RM Maxwell, BB Mirus, P Molnar
Water Resources Research 57 (4), e2020WR027326, 2021
112021
Data limitations and potential of hourly and daily rainfall thresholds for shallow landslides
E Leonarduzzi, P Molnar
Nat Hazards Earth Syst Sci Discuss 2020, 1-25, 2020
42020
Training machine learning with physics-based simulations to predict 2D soil moisture fields in a changing climate
E Leonarduzzi, H Tran, V Bansal, RB Hull, L De la Fuente, LA Bearup, ...
Frontiers in Water 4, 927113, 2022
32022
Limitations of rainfall thresholds for debris-flow prediction in an Alpine catchment
J Hirschberg, A Badoux, BW McArdell, E Leonarduzzi, P Molnar
Nat. Hazards Earth Syst. Sci 2021, 1-26, 2021
32021
Using simulation-based inference to determine the parameters of an integrated hydrologic model: a case study from the upper Colorado River basin
R Hull, E Leonarduzzi, L De La Fuente, HV Tran, A Bennett, P Melchior, ...
Hydrology and Earth System Sciences Discussions 2022, 1-38, 2022
12022
Water Table Depth Estimates over the Contiguous US Using a Random Forest Model
Y Ma, E Leonarduzzi, A Defnet, P Melchior, LE Condon, RM Maxwell
Groundwater, 2023
2023
A soil moisture downscaling playground of multiple resolution physics-based simulations
E Leonarduzzi, RM Maxwell
EGU23, 2023
2023
The Development of a ML-based Estimator to Reconstruct Water Table Depth over the Contiguous US
Y Ma, E Leonarduzzi, A Defnet, P Melchior, L Condon, R Maxwell
EGU23, 2023
2023
Towards calibration of physics-based integrated surface-groundwater models using deep-learning based surrogates and simulation based inference
A Bennett, B Horowitz, E Leonarduzzi, Y Ma, A Triplett, R Hull, LE Condon, ...
AGU Fall Meeting Abstracts 2022, H35C-08, 2022
2022
The Estimation of Water Table Depth over the Contiguous US Using Machine Learning Methods
Y Ma, E Leonarduzzi, A Defnet, P Melchior, LE Condon, RM Maxwell
AGU Fall Meeting Abstracts 2022, H32A-07, 2022
2022
High-resolution soil moisture: downscaling of physics-based modeling estimates
E Leonarduzzi, RM Maxwell
AGU Fall Meeting Abstracts 2022, H42G-1383, 2022
2022
Developments in continental-scale, integrated hydrologic modeling: ParFlow-CONUS version 2.0
D Tijerina, H Tran, C Yang, J Zhang, J Swilley, E Leonarduzzi, M Pan, ...
AGU Fall Meeting Abstracts 2022, H52I-0565, 2022
2022
Surrogate modeling of the hydrologic cycle to advance on-demand seasonal prediction capabilities across the Continental United States
A Bennett, LE Condon, B Horowitz, E Leonarduzzi, RM Maxwell, ...
Frontiers in Hydrology Meeting 2022, 2022
2022
Rainfall induced shallow landslides: rainfall thresholds and antecedent conditions
E Leonarduzzi, R Maxwell, P Molnar
EGU General Assembly Conference Abstracts, EGU22-12899, 2022
2022
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