Cover Image

Evaluating the effects of preprocessing, method selection, and hyperparameter tuning on SAR-based flood mapping and water depth estimation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Travert, Jean-Paul, Goeury, Cédric, Boyaval, Sébastien, Bacchi, Vito, Zaoui, Fabrice
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Geophysics
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Evaluation of Performance Measures for Qualifying Flood Models with Satellite Observations
by: Travert, Jean-Paul, et al.
Published: (2024)

Bayesian optimization for re-analysis and calibration of extreme sea state events simulated with a spectral third-generation wave model
by: Goeury, Cédric, et al.
Published: (2026)

Pi theorem formulation of flood mapping
by: Bartlett, Mark S., et al.
Published: (2022)

Automating hyperparameter optimization in geophysics with Optuna: A comparative study
by: Hussain Almarzooq, et al.
Published: (2024)

Ground electrical and electromagnetic methods for deep mineral exploration -- results from the SEEMS DEEP project
by: Darnet, Mathieu, et al.
Published: (2024)

The BELSAR dataset: Mono- and bistatic full-pol L-band SAR for agriculture and hydrology
by: Bouchat, Jean, et al.
Published: (2023)

DRUM: Diffusion-based runoff model for probabilistic flood forecasting
by: Ou, Zhigang, et al.
Published: (2024)

The InSAR absolute phase amid singularities
by: Zwieback, Simon
Published: (2025)

InSAR-Informed In-Situ Monitoring for Deep-Seated Landslides
by: Lau, Rachael, et al.
Published: (2023)

Efficient Generation and Quality Screening of Visible Windows for Regional SAR Reconnaissance
by: Li, Linhong, et al.
Published: (2026)

Dargana: fine-tuning EarthPT for dynamic tree canopy mapping from space
by: Smith, Michael J., et al.
Published: (2025)

Co-estimation of core and lithospheric magnetic fields by a maximum entropy method
by: Otzen, Mikkel, et al.
Published: (2024)

Application of new rock physics method to estimate petrophysical properties
by: James Shadlow
Published: (2024)

The effect of induced flow on the water wave skewness
by: Slunyaev, Alexey V., et al.
Published: (2025)

Anisotropic induced polarization modeling with neural networks and effective medium theory
by: Bérubé, Charles L., et al.
Published: (2024)

A fine-tuning workflow for automatic first-break picking with deep learning
by: Mardan, Amir, et al.
Published: (2024)

GeoFlood (v1.0.0): Computational model for overland flooding
by: Kyanjo, Brian, et al.
Published: (2024)

Evaluation of post-blast damage in cut blasting with varying extra-depths: insights from 2D simulations and 3D experiments
by: Zheng, Changda, et al.
Published: (2025)

Integrating Newton's Laws with deep learning for enhanced physics-informed compound flood modelling
by: Radfar, Soheil, et al.
Published: (2025)

Modeling Global Surface Dust Deposition Using Physics-Informed Neural Networks
by: Catricheo, Constanza A. Molina, et al.
Published: (2024)

Nationwide frequency-dependent seismic site amplification models for Iceland
by: Darzi, Atefe, et al.
Published: (2024)

Wave turbulence: A solvable problem applied to Navier-Stokes
by: Galtier, Sebastien
Published: (2024)

UnwrapDiff: A Conditional Diffusion Model for InSAR Phase Unwrapping
by: Song, Yijia, et al.
Published: (2025)

Learning relaxation time distributions from spectral induced polarization data with a complex-valued variational autoencoder
by: Bérubé, Charles L., et al.
Published: (2026)

Efficient pore space characterization based on the curvature of the distance map
by: Ben-Noah, Ilan, et al.
Published: (2024)

Near real-time channel selection for Distributed Acoustic Sensing technology
by: Bozzi, Emanuele, et al.
Published: (2025)

Velocity determination for time lapse surveys using residual prestack depth migration
by: Schneider, Joerg F.
Published: (2025)

Dynamic Simulation Method for Low-permeability Reservoirs with Fracturing-flooding Based on a Dual-Porous and Dual-Permeable Media Model
by: Wang, Xiang, et al.
Published: (2024)

Depth to magnetic source estimation using TDX contour
by: Oyekan, Hammed
Published: (2025)

Experimental and numerical study on the influence of extra-depth on cut blasting post-blast damage
by: Zheng, Changda, et al.
Published: (2025)

Coupled Boundary Element and Finite Volume Methods for Modeling Fluid-Induced Seismicity in Fault Networks within Low-Permeability Rocks
by: Romanet, Pierre, et al.
Published: (2024)

Direct Estimation of Earthquake Source Properties from a Single CCTV Camera
by: Latour, Soumaya, et al.
Published: (2025)

Waves drive large-scale 2D flows in rotating turbulence and cause their demise
by: Gomé, Sébastien, et al.
Published: (2025)

Helicity controls the direction of fluxes in rotating turbulence
by: Gomé, Sébastien, et al.
Published: (2025)

Pan-European fuel map server: an open-geodata portal for supporting fire risk assessment
by: Kutchartt, Erico, et al.
Published: (2024)

A new method of petroleum well logging
by: Wang, Weinan
Published: (2025)

Covariance based estimates of near-boundary diapycnal upwelling in a submarine canyon
by: Polzin, Kurt
Published: (2025)

Evaluating Multi-station Phase Picking Algorithm Phase Neural Operator (PhaseNO) on Local Seismic Networks
by: Kong, Qingkai, et al.
Published: (2025)

Modifying Range-Doppler geometry frameworks to process Spotlight SAR imagery in Polar Format
by: Agram, Piyush S.
Published: (2025)

On the effect of the luni-solar gravitational attraction on trees
by: Mouël, Jean-Louis Le, et al.
Published: (2024)