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    <span style="font-size:12pt;font-family:"Times New
      Roman",serif">Dear Colleagues,<span></span></span>
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                style="font-size:12pt;font-family:"Times New
                Roman",serif">The International Association for
                Meteorology and Atmospheric Sciences (IAMAS) is hosting
                a 1-2 day symposium (M15) on FRONTIER CHALLENGES IN DATA
                ASSIMILATION AND ENSEMBLE FORECASTING (detailed
                description below) in Montreal between 8-18 July 2019 as
                part of the 27<sup>th</sup> IUGG General Assembly.
                Confirmed keynote speakers at the time of writing
                include Mark Buehner, Falko Judt and Jonathan Poterjoy.
                This symposium will also include a special sub-session
                in honour of William Lahoz on the theory and practice of
                assimilating observations of soil moisture, chemical
                species, pollutants, ozone and other atmospheric
                constituents. William Lahoz has made significant
                contributions to these areas and to IAMAS over the past
                few decades but is currently in poor health. Confirmed
                invited speakers for the Lahoz sub-session include
                Jean-Luc Attié. Quentin Errera and Richard Ménard. To
                submit an abstract, go to <span
                  class="gmail-MsoHyperlink"
                  style="color:rgb(5,99,193);text-decoration:underline"><a
                    moz-do-not-send="true"
                    href="http://www.iugg2019montreal.com/abstract-submission.html"
                    style="color:rgb(149,79,114)"><a class="moz-txt-link-freetext" href="http://www.iugg2019montreal.com/abstract-submission.html">http://www.iugg2019montreal.com/abstract-submission.html</a></a></span>,
                create an account if necessary, follow the instructions
                to submit an abstract (35 Euro fee) and select IAMAS as
                the association symposium and M15 as the specific
                symposium before submitting your abstract. Abstracts are
                due on Monday, February 18, 2019. Please share this
                announcement with anyone who might be interested in
                attending.<span></span></span></p>
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                Roman",serif"><span> </span></span></p>
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              0.0001pt;font-size:11pt;font-family:Calibri,sans-serif"><span
                style="font-size:12pt;font-family:"Times New
                Roman",serif">Looking forward to meeting you in
                Montreal,<span></span></span></p>
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                Roman",serif"><span> </span></span></p>
            <p class="MsoNormal" style="color:rgb(0,0,0);margin:0in 0in
              0.0001pt;font-size:11pt;font-family:Calibri,sans-serif"><span
                style="font-size:12pt;font-family:"Times New
                Roman",serif">Craig Bishop, Christian Keil and
                Istvan Szunyogh<span></span></span></p>
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                Roman",serif" lang="EN-US"><span> </span></span></p>
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              <p style="margin:0in 0in 0.0001pt;border:none;padding:0in"><span
                  class="gmail-h2"><b><span
                      style="font-size:13.5pt;font-family:"Lucida
                      Sans",sans-serif;color:rgb(140,198,63);text-transform:uppercase">M15
                      - FRONTIER CHALLENGES IN DATA ASSIMILATION AND
                      ENSEMBLE FORECASTING</span></b></span><span
                  style="font-size:10.5pt;font-family:Arial,sans-serif"><span></span></span></p>
              <p style="margin:0in 0in 0.0001pt;border:none;padding:0in"><b><span
style="font-size:10.5pt;font-family:Arial,sans-serif"> <span></span></span></b></p>
              <p style="margin:0in 0in 0.0001pt;border:none;padding:0in"><b><span
style="font-size:10.5pt;font-family:Arial,sans-serif">Convener: </span></b><span
                  style="font-size:10.5pt;font-family:Arial,sans-serif">Craig
                  Bishop (Australia)<span></span></span></p>
              <p style="margin:0in 0in 0.0001pt;border:none;padding:0in"><b><span
style="font-size:10.5pt;font-family:Arial,sans-serif">Co-conveners: </span></b><span
                  style="font-size:10.5pt;font-family:Arial,sans-serif">Christian
                  Keil (Germany), Istvan Szunyogh (USA)<span></span></span></p>
              <p style="margin:0in 0in 0.0001pt;border:none;padding:0in"><span
                  style="font-size:10.5pt;font-family:Arial,sans-serif"> <span></span></span></p>
              <p style="margin:0in 0in 0.0001pt;border:none;padding:0in"><b><span
style="font-size:10.5pt;font-family:Arial,sans-serif">Description<span></span></span></b></p>
              <p style="margin:0in 0in 0.0001pt;border:none;padding:0in"><span
                  style="font-size:10.5pt;font-family:Arial,sans-serif">The
                  fields of Earth system data assimilation and ensemble
                  forecasting are confronted with both new and long
                  standing challenges in probabilistic state estimation:
                  (i) the identification and representation of
                  systematic and stochastic aspects of model error (ii)
                  coupled models (iii) non-Gaussian uncertainty
                  distributions (iv) short range ensemble forecast
                  verification and post-processing (v) the use of
                  multi-model and/or multi-resolution ensembles, (vi)
                  achieving balanced ensemble initialization so that,
                  for example, rainfall rates and cloudiness would not
                  differ much between the first and last hours of a
                  forecast, and (vii) the use of idealized observation
                  system simulation experiments using both Numerical
                  and/or Laboratory models to improve real state
                  estimation schemes.<span></span></span></p>
              <p style="margin:0in 0in 0.0001pt;border:none;padding:0in"><span
                  style="font-size:10.5pt;font-family:Arial,sans-serif"> <span></span></span></p>
              <p style="margin:0in 0in 0.0001pt;border:none;padding:0in"><span
                  style="font-size:10.5pt;font-family:Arial,sans-serif">This
                  symposium will bring together data assimilation and
                  short-range ensemble forecasting experts to jointly
                  address the aforementioned challenges and create an
                  exchange of ideas likely to advance Earth system state
                  estimation across its many facets. Papers are invited
                  on all aspects of data assimilation and ensemble
                  forecasting for the ocean, atmosphere, ice and
                  land-surface.<span></span></span></p>
              <p style="margin:0in 0in 0.0001pt;border:none;padding:0in"><span
                  style="font-size:10.5pt;font-family:Arial,sans-serif"> <span></span></span></p>
              <p style="margin:0in 0in 0.0001pt;border:none;padding:0in"><span
                  style="font-size:10.5pt;font-family:Arial,sans-serif">We
                  also welcome papers aimed at increasing understanding
                  of the fundamental limits of predictability. Such
                  papers could include: analyses of the relevant initial
                  error dynamics and model error physics, ideas for
                  estimating error growth that limits predictability,
                  methods that attempt to quantify the short to medium
                  range predictability of specific phenomena ranging
                  from thunderstorms, torrential rains, tropical
                  cyclones and other extreme weather events at forecast
                  lead times from hours to 15 days.<span></span></span></p>
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                style="font-size:12pt;font-family:"Times New
                Roman",serif" lang="EN-US"><span><br>
                </span></span></p>
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                lang="EN-US">Professor Craig Bishop<span></span></span></p>
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                lang="EN-US">School of Earth Sciences<span></span></span></p>
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                lang="EN-US">University of Melbourne<span></span></span></p>
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                lang="EN-US">Corner of Swanston and Elgin Streets<span></span></span></p>
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              0.0001pt;font-size:11pt;font-family:Calibri,sans-serif"><span
                lang="EN-US">Parkville, 3010<span></span></span></p>
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                lang="EN-US">Victoria, Australia<span></span></span></p>
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                lang="EN-US">Email: <a moz-do-not-send="true"
                  href="mailto:craig.bishop@unimelb.edu.au"
                  style="color:rgb(149,79,114)">craig.bishop@unimelb.edu.au</a><span></span></span></p>
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