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Elena Leonarduzzi
Elena Leonarduzzi
Postdoctoral Research Fellow, Princeton University
Bestätigte E-Mail-Adresse bei princeton.edu
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Zitiert von
Zitiert von
Jahr
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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