storm-surge

ANUGA: open-source hydrodynamic modelling of floods, tsunamis and storm surges (shallow water equations, finite volumes). GPU/multicore solver developed with C-DAC (India) and NCI (Australia).

Designed and prototyped a static sector-gate storm surge barrier, integrating structural design, 3D analysis, and experimental validation. The balsa-wood prototype was tested using a UTS machine to evaluate strength and validate the design under loading.

Collection of Python modules for pre- and postprocessing XBeach models and output files

This open-source research application provides an application that can be used to predict the response of communities subjected to water-borne hazard events like tsunami and storm surge.

Statistical extreme value analysis of storm surges with Python

Storm Surge Prediction Using Different Machine Learning Methods

ParaTC: Python functions and classes for generating parametric tropical cyclone models.

A collection of scripts used for modeling global daily maximum surges

A reproducible data-engineering pipeline that ingests NOAA National Storm Surge Risk (MEOW/MOM) layers and NOAA NWPS flood-inundation polygons, overlays them against building/infrastructure footprints from Overture Maps (GeoParquet), and produces per-asset exposure scores plus an interactive map and an API endpoint. Optionally enriched with FEMA NF

Web-Map + Database - Global Storm Surge Reconstructions (GSSR)

Extension of GeoClaw storm surge simulation

A pipeline for estimating and characterizing uncertainty in coastal storm surge levels

This repository will contain all the updated information in the shared project between GeoOcean-MetService

Visual editor for unstructured meshes with quality control for ADCIRC and SWAN. Edits fort.14 / 2dm, 34 QC checks, mesh repair, boundary nodestrings.

SurgeSurrogate - fast ML surrogate for storm surge forecasting in Manila Bay. XGBoost replaces hours of hydrodynamic simulation with sub-millisecond predictions, trained on typhoons Ketsana, Nesat, Rammasun, Vamco.

7-member ensemble-based, real-time, operational coastal circulation, wind and wave forecast system

MATLAB package for developing and analyzing storm surge climatology (SSC) indicator.

Soontiens, N., Allen, S., Latornell, D., Le Souef, K., Machuca, I., Paquin, J.-P., Lu, Y., Thompson, K., Korabel, V. (2015). Storm surges in the Strait of Georgia simulated with a regional model. Atmosphere-Ocean, 54: 1-21 (2016).

Contributions of Storm Drivers to Compound Flooding in New York City: Insights from Coupled Modeling and Machine Learning Approaches

Two-stage frequentist framework for fusing sparse observations with dense simulations in spatial extreme value analysis