Lookup table of the BN-FLEMO∆: A Bayesian Network-based Flood Loss Estimation Model for Ho Chi Minh City, Vietnam

Description: We construct a precomputed lookup table to predict flood loss to private households based on predictor variables from a Bayesian Network model (BN-FLEMO∆). BN-FLEMO∆ is a probabilistic model that provides multinomial probability distributions of relative building loss (i.e. absolute building loss/building value) in discrete classes. More information on the development of BN-FLEMO∆ can be found in Rafiezadeh Shahi et al. (2025). The zip folder contains the precomputed lookup table, where all possible combinations of predictor and response values are stored. The lookup table contains an ID for each unique combination of possible predictor and response (i.e., relative loss) values. The file name is coded as “2023-002_Rafiezadeh Shahi-et-al_lookup.csv”.

Global identifier:

Doi(
    "10.5880/GFZ.4.4.2023.002",
)

Tags: Hochwasser ? Gebäude ? Stadt ? Privathaushalt ? Bayesian Network ? EARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS ? EARTH SCIENCE > HUMAN DIMENSIONS > NATURAL HAZARDS > FLOODS ? EARTH SCIENCE SERVICES > MODELS ? flood loss estimation model ?

License: Creative Commons Namensnennung 4.0

Language: Englisch/English

Organisations

• GFZ Data Services (Herausgeberschaft)
• GFZ Helmholtz-Zentrum für Geoforschung (Bereitstellung)

Persons

• Kreibich, Heidi (Verfasser*in)
• Ly Hoai Tan, Do (Verfasser*in)
• Rafiezadeh Shahi, Kasra (Verfasser*in)
• Rafiezadeh Shahi, Kasra (Beitragende*r)
• Sairam, Nivedita (Verfasser*in)
• Schoppa, Lukas (Verfasser*in)
• Thanh Sang, Le (Verfasser*in)

Issued: 2025-01-01

Status

Aktiv

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