EPIC: Stepsto develop Aggregated Exposure Model
1. Basic Repository
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Creating basic structure for the repository (https://git.gfz-potsdam.de/dynamicexposure/collaboration/-/issues/228)
2. Aggregated Exposure Model (For administrative units with building attribute information available):
Data Processing
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Storage of data? -
Cleaning and preparing of the data -
Number of buildings -
Number of dwellings -
Floor space area -
Population -
Number of households
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Mapping to GEM taxonomy
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Mapping the building attributes to building classes.
Building proportions
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Applying building proportions -
Apply the frequency distribution in cases where total and sum does not match (https://git.gfz-potsdam.de/dynamicexposure/collaboration/-/issues/208#note_38564) -
Number of buildings -
Number of dwelling -
Floor space area -
Number of household members -
Population
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Addressing issues in applying building characteristics proportions -
Sanity check for mismatch between the 'total number' and sum of sub categories of variables (https://git.gfz-potsdam.de/dynamicexposure/collaboration/-/issues/232) -
Mismatch of Number of households in two different data in the Japan statistics website (https://git.gfz-potsdam.de/dynamicexposure/collaboration/-/issues/209) -
List all data variables we are missing (https://git.gfz-potsdam.de/dynamicexposure/collaboration/-/issues/207)
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Defining building specific parameters -
Dwellings per building -
Floor area per dwelling -
People per dwelling -
Cost per floor area
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Creating HDF5 files
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Writing the above building classes and variables into a HDF5 file format (https://git.gfz-potsdam.de/dynamicexposure/collaboration/-/issues/225)
Documentation
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Creating documentation.md file for the entire process of creating AEM.
Testing
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Testing the above codes for Shizuoka-shi Shimizu-ku (https://git.gfz-potsdam.de/dynamicexposure/collaboration/-/issues/210)
3. Aggregated Exposure Model (For administrative units with NO building attribute information available):
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Define procedure to address the administrative units with no building attribute information.
4. Mapping fragility functions to building classes
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Defining FF for building classes in Japan (https://git.gfz-potsdam.de/dynamicexposure/collaboration/-/issues/124) -
Mapping FF to the building classes (https://git.gfz-potsdam.de/dynamicexposure/globaldynamicexposure/completeness-for-estat-and-obm-data/-/issues/10)