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Data Harmonization

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robj411 edited this page Nov 4, 2019 · 3 revisions

The process of conversion or matching of various data formats and variable definitions of external data to the generic data formats used in ITHIM. Including

  • mode categories
  • age bands

This page can hold links or subsections for describing in narrative or list form all the data-processing steps for each module by city, where the modules include

  • trips (travel survey)
  • physical activity
  • air pollution
  • injuries
  • GBD
  • population

Every input that can be tabulated can go into project_mgmt/case_study_cities.xlsx and be extracted from there to ''Data sources''.

Every output can be summarised and presented in ''Processed data''.

ITHIM-R-modules

  1. Data Sources

    1. trips (travel survey) source
    2. physical activity source
    3. air pollution source
    4. injuries source
    5. GBD source
    6. population source

  2. Data Harmonization

    1. trips (travel survey) process
    2. physical activity process
    3. air pollution process
    4. injuries process
    5. GBD process
    6. population process

  3. Processed Data

    1. trips (travel survey) processed
    2. physical activity processed
    3. air pollution processed
    4. injuries processed
    5. GBD processed
    6. population processed

  4. Synthetic population

  5. Scenario Definition

  6. Exposure and Impact Calculations

    1. Air pollution exposure and impact
    2. Physical activity exposure and impact
    3. Injury exposure and impact
    4. Health impact calculations

  7. Uncertain Parameters

  8. Impacts Presentations

  9. Overarching modules

    1. User interface
    2. Website contents/documentation
    3. Tool Parameters

  10. Overarching project domains

    1. Coding guidelines
    2. Documentation
    3. Scientific publications
    4. Dissemination
    5. Case studies/applications

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