Birs- 23w5093: Mathematical Approaches of Atmospheric Constituents Data Assimilation and Inverse Modeling

  1. Title:
    NOAA efforts in chemical data assimilation and inverse modeling, an overview
    Speaker:
    Lori Bruhwiler

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303200915-Bruhwiler.html

  2. Title:
    CAMS air quality and GHG and methane monitoring and inversion
    Speaker:
    Nicolas Bousserez

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303200954-Bousserez.html

  3. Title:
    Mathematics of chemical data assimilation and inverse modeling
    Speaker:
    Daven Henze

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303201034-Henze.html

  4. Title:
    Continuous formulation of advective dynamics and variance loss
    Speaker:
    Shay Gilpin

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303201143-Gilpin.html

  5. Title:
    On the observability quest for chemistry data assimilation and emission inversion
    Speaker:
    Hendrik Elbern

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303201534-Elbern.html

  6. Title:
    The representativeness of observations and emissions for air quality analyses on regional scales
    Speaker:
    Anne Caroline Lange

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303201606-Lange.html

  7. Title:
    Constituent data assimilation plans of the GMAO at NASA
    Speaker:
    Brad Weir

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303201645-Weir.html

  8. Title:
    Challenges and opportunities in inverse modeling: A case with Carbon Monoxide sources
    Speaker:
    Avelino Arellano

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303210856-Arellano.html

  9. Title:
    Characterizing model errors in inverse modelling of CH4 and CO2 fluxes using weak constraint 4D-Var
    Speaker:
    Dylan Jones

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303210939-Jones.html

  10. Title:
    Assessing wildfire emissions of CO using 4D-Var inverse modeling
    Speaker:
    Olalekan Balogun

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303211033-Balogun.html

  11. Title:
    On variational Fokker-Planck filters and smoothers
    Speaker:
    Adrian Sandu

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303211102-Sandu.html

  12. Title:
    Coupling of meteorology and tracers in data assimilation systems
    Speaker:
    Saroja Polavarapu

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303211415-Polavarapu.html

  13. Title:
    Development of the ECCC’s national carbon flux inversion system
    Speaker:
    Jinwoong Kim

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303211442-Kim.html

  14. Title:
    Applying analytical inversion and 4D-Var to estimate sources of methane and air pollutants
    Speaker:
    Zhen Qu

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303211535-Qu.html

  15. Title:
    Using process control theory to estimate sea spray emissions in GEOS-Chem
    Speaker:
    Dana Mcguffin

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303211609-McGuffin.html

  16. Title:
    Inverse modeling with HYSPLIT Lagrangian dispersion model
    Speaker:
    Tianfeng Chai

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303211703-Chai.html

  17. Title:
    Utilizing machine learning to optimize the choice of error distribution in data assimilation
    Speaker:
    Steven Fletcher

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303220853-Fletcher.html

  18. Title:
    Online model error correction with neural networks – from theory to the ECMWF forecasting system
    Speaker:
    Alban Farchi

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303220941-Farchi.html

  19. Title:
    Towards CO2 plume detection and source inversion from satellites using deep neural networks
    Speaker:
    Joffrey Dumont Le Brazidec

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303221031-DumontLeBrazidec.html

  20. Title:
    Overview of the role of Machine learning in atmospheric research
    Speaker:
    Haiyan Cheng

    Link:
    http://www.birs.ca/events/2023/5-day-workshops/23w5093/videos/watch/202303221058-Cheng.html