HTAP Report, Sub-Chap. 6 - Data/Info System

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Fragments for Chapter 6. Integration of Observations, Emisions and Modeling

From Prospectus: This chapter will discuss the need to integrate information from observations, models, and emissions inventories to better understand intercontinental transport.


Integration of Observations and Emissions

Identify providers and datasets relevant to HTAP

Homogenize the data into an interoperable dataset

Integrate multi-sensory data into a coherent data systems

Perform QA at all steps=

Integration of Models

Step 1

Step 1

Step 1

Reconciliation and Integration of Observations, Emissions and Models

Compare observations to models and emissions

Characterize pollutant pattern and SSR

Develop real-time data assimilation

Perform reanalysis with assimilated data

Organizational Aspects

This is a place holder.

Major Adopt model evaluation/fusion as a design principle Challenge organizations to elevate transport as a primary objective (currently, secondary to climate, start. Ozone) Identify key list of routine measurements and locations to support IT assessments Gases (CO, NOy, NO2, SO2, HCHO, O3, Hg (species), CH4,VOCi) aerosol components (EC, OC, S, N), mass/scattering Support linkage of ground based and satellite observation platforms through development of a sustainable vertical profiling system (aircraft and ground based lidar) Address integration of disparate data bases QA/QC: provide requirements for data standards/metadata descriptions Data base unification


Design around major assessment tools Air quality modeling platforms (GEOS-chem, MOZART, CMAQ,….more) Satellite systems Existing routine surface and aircraft programs Emphasize Model evaluation Linkage of remote and land based systems Integration of data information systems

Emphasis on limited set of key parameters [model evaluation, source apportionment, emissions perspective] Gases (CO, NOy, NO2?, SO2, HCHO?, O3, Hg?, CH4,VOCi?) aerosol components (C (EC, OC), S, N), mass/scattering Meteorological? Key locations, inflow and outflow perspective Standardization/QA Reference material, or method (aerosols) E.g.,GAW Aerosol Speciation Programme, GASP Data base, IT standards? Hemispherical data unification center? Practical LRTAP task? Organizational frameworks Build on IGACO-EMEP efforts Use guidance to influence participating nations


Goal: Advance air quality model-observation complex to level of meteorological FDDA systems

  • Organizational frameworks linking observations and modeling…….help or hinder?.....LRTAP direction?
    • GEOSS
    • IGOS:IGACO
    • GAW:GASP
    • LRTAP
  • list
  • Satellite Systems
    • List
  • Routine measurement programs
    • Ground based (List)
    • NOAA CMDL, NASA
    • Vertical profiling (aircraft, sondes, LIDAR)
HTAP Framework Workplan.png

Communal workspace for the subchapter on the HTAP information system framework and data integration

IGACO Framework