Disaster Analytics For Society Lab
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storm-goni
storm-goni PublicDeveloping a first-order damage model based on historical typhoon damage data
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income-driven-inequities
income-driven-inequities PublicCode for analyses conducted in paper: "Shared Hazards, Unequal Outcomes: Income-Driven Inequities in Disaster Risk"
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TC_Tracks_Speed
TC_Tracks_Speed PublicTropical cyclone track data with calculated translational speed
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ordinal_fragility_public
ordinal_fragility_public PublicThis repository contains R code for the generation and analysis of the synthetic data as well as Nepal damage data as reported in "Ordinal earthquake fragility curves" by Michele Nguyen and David L…
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model_calibration_spatial_data
model_calibration_spatial_data PublicA public GitHub repository for the project on calibrating physical models with spatial data.
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frontiers2021-PLS
frontiers2021-PLS PublicLearning from success, not catastrophe: usingcounterfactual analysis to highlight successfuldisaster risk reduction interventions
R
Repositories
- flood_damage_models_rice Public
This repository contains flood damage models for rice trained with data from Thailand and Myanmar. The empirical models include deterministic and probabilistic stage-damage functions, a Bayesian regression model, and a Random Forest model - each in a generalized and localized form.
ntu-dasl-sg/flood_damage_models_rice’s past year of commit activity - income-driven-inequities Public
Code for analyses conducted in paper: "Shared Hazards, Unequal Outcomes: Income-Driven Inequities in Disaster Risk"
ntu-dasl-sg/income-driven-inequities’s past year of commit activity - DynamicRisk-Jakarta Public
Coastal flood risk analysis for Jakarta, Indonesia (URECA Project by Bernadette Chuah) 2024
ntu-dasl-sg/DynamicRisk-Jakarta’s past year of commit activity - tephra-spatial-public Public
Code and data for our paper "Inversion and forward estimation with process-based models: an investigation into cost functions, uncertainty-based weights and model-data fusion"
ntu-dasl-sg/tephra-spatial-public’s past year of commit activity - thesis-2023-maricar Public
LaTeX files of Maricar Rabonza's dissertation (Submitted January 17, 2023 to NTU)
ntu-dasl-sg/thesis-2023-maricar’s past year of commit activity - dynamic-EV-forecasting Public
This repository contains R code for fitting and forecasting with the dynamic extreme value model in the context of volcanic eruptions. This is documented in "A dynamic extreme value model with applications to volcanic eruption forecasting" by Michele Nguyen, Almut E. D. Veraart, Benoit Taisne, Tan Chiou Ting and David Lallemant.
ntu-dasl-sg/dynamic-EV-forecasting’s past year of commit activity - frontiers2021-PLS Public
Learning from success, not catastrophe: usingcounterfactual analysis to highlight successfuldisaster risk reduction interventions
ntu-dasl-sg/frontiers2021-PLS’s past year of commit activity
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