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    <p>I can certainly calculate the statistics, but I need some time
      first for more urgent matters such as updating as well as
      replacing the modeled solar on all the 2017 weather files. From
      what I've seen so far,  I expect the aggregate totals to change a
      little for US locations because the modeled solar had already been
      calibrated against satellite solar from another source in 2015,
      while for Canada and Europe the changes might be from a little to
      moderate, and larger still for other parts of the world.  On an
      hourly and even daily basis, I expect the differences to be much
      larger, but who's to say that the satellite data which are on a
      3-5km grid are necessarily better?  Please stay tuned.</p>
    <p>Joe<br>
    </p>
    <pre class="moz-signature" cols="90">Joe Huang
White Box Technologies, Inc.
346 Rheem Blvd., Suite 205A
Moraga CA 94556
<a class="moz-txt-link-abbreviated" href="mailto:yjhuang@whiteboxtechnologies.com">yjhuang@whiteboxtechnologies.com</a>
<a class="moz-txt-link-freetext" href="http://weather.whiteboxtechnologies.com">http://weather.whiteboxtechnologies.com</a> for simulation-ready weather data
(o) (925)388-0265
(c) (510)928-2683
"building energy simulations at your fingertips"
</pre>
    <div class="moz-cite-prefix">On 1/12/2018 8:21 AM, Karen Walkerman
      via Bldg-sim wrote:<br>
    </div>
    <blockquote type="cite"
cite="mid:CAKnCpCE5015s9yxTccp2ctT8mtkzLOdcTw4N4ReX6A=qT9cyFQ@mail.gmail.com">
      <div dir="ltr">Wow, Joe.  This is fantastic.  I'm curious if you
        will be publishing statistics showing the differences in solar
        radiation as calculated using the old methods versus the new
        satellite data?  That would instigate a very interesting
        conversation indeed.
        <div><br>
        </div>
        <div>Be well,</div>
        <div><br>
        </div>
        <div>Karen<br>
          <br>
          <div class="gmail_quote">
            <div dir="ltr">On Thu, Dec 14, 2017 at 9:14 PM Joe Huang <a
                href="mailto:YJHuang@whiteboxtechnologies.com"
                moz-do-not-send="true">YJHuang@whiteboxtechnologies.com</a>
              [EnergyPlus_Support] <<a
                href="mailto:EnergyPlus_Support@yahoogroups.com"
                moz-do-not-send="true">EnergyPlus_Support@yahoogroups.com</a>>
              wrote:<br>
            </div>
            <blockquote class="gmail_quote" style="margin:0 0 0
              .8ex;border-left:1px #ccc solid;padding-left:1ex">
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                      <p> </p>
                      <p>It is with joy and some trepidation to report
                        that White Box Technologies (WBT) is updating
                        all its historical weather files with
                        satellite-derived solar radiation. Joy because
                        this overcomes what has been the most
                        significant question mark with weather files;
                        trepidation because of the amount of work needed
                        to carry out and maintain this effort. To show
                        that this is more than marketing hype, I need to
                        give a rather long explanation about this
                        development.<br>
                        <br>
                        The bane of weather data over the past three
                        decades has been the solar radiation (global
                        horizontal and direct normal) which are not
                        measured parameters, but derived using various
                        solar and sky models. All the familiar "typical
                        year" sets, i.e., TMY, WYEC, IWEC, etc., let
                        alone the historical weather files, have modeled
                        solar radiation. Although a lot of<br>
                        work has gone into such models (see M. Iqbal,"An
                        Introduction to Solar Radiation", Academic
                        Press, 1983), there remain an almost intractible
                        problem of the lack of good measured solar to
                        tune any of these models. For example, in the
                        ASHRAE IWEC2 weather files, my team was able to
                        find one or two years' measured data for less
                        than 50 locations,<br>
                        from which were derived 28 sets of regression
                        coefficients then used for all 3,012 IWEC2
                        locations.<br>
                        <br>
                        For the past decade and a half, researchers
                        around the world have been working to derive
                        solar radiation from weather satellite imagery,
                        driven largely by the needs of the solar power
                        industry for the siting of solar power plants
                        and getting "bankable" solar estimates for their
                        arrays. Our little building energy simulation
                        sector can of course benefit by hanging on the
                        coattails of the solar power industry, but the
                        downside has been to be totally priced out,
                        since the commercial cost for one year's solar
                        data for one location (grid cell) typically runs
                        around $1,000.<br>
                        <br>
                        A welcome development over the last five years
                        is that various government offices or affiliated
                        consortia are now beginning to also providing
                        access to satellite-derived solar radiation at
                        minimal or more acceptable costs under various
                        conditions. Over the past three years, WBT has
                        obtained access to such data and permission for
                        its use in WBT weather files.<br>
                        WBT is now either replacing the solar radiation
                        on its historical weather files, or using
                        satellite-derived radiation to develop custom
                        solar coefficients for each location to extend
                        the satellite-derived solar to time periods
                        outside the available time window. With the
                        exception of polar locations above or below
                        60/66 degrees, island nations in the Pacific and
                        Indian Ocean, and a few unfortunate "blind
                        spots", the entire land mass is being covered
                        with at least 10 years up to 18 years of hourly
                        solar records.<br>
                        <br>
                        Starting in 2018, WBT historical weather files
                        in the following areas will all have
                        satellite-derived solar radiation for the
                        following time periods: Europe, Africa, South
                        America east of 66 West, i.e., Brazil and
                        Uruguay (2004 to date), Australia (1999 to
                        date), and East Asia (2007 to date, access
                        pending). WBT historical weather files in the
                        following areas will have satellite-derived
                        solar radiation for the indicated time periods -
                        North America and Central/South American down to
                        20 South (1998-2015), South Asia (2000-2014),
                        with modeled solar radiation from 2016 on that
                        has been individually tuned to the past
                        satellite-derived solar.<br>
                        <br>
                        Another benefit to the satellite-derived solar
                        is to increases the number of available weather
                        stations, which in many places has been limited
                        by the lack of cloud cover data needed to model
                        the solar radiation.  For reasons that are not
                        immediately identifiable, several
                        English-speaking Commonwealth countries has seen
                        a marked drop in the number of available
                        stations due to the decreases in the reporting
                        of cloud cover (see plot, ZAF = South Africa).
                        For example, the number of stations in the UK
                        has dropped by almost 2/3s between 2001 and 2017
                        (174 to 64), but with satellite-derived solar,
                        it will go back up to over 180, while in
                        Australia and South Africa the comparable
                        numbers are from 175 to well over 500, and from
                        37 to over 100, respectively.<br>
                      </p>
                      <img
                        src="cid:part3.DEB7958E.9FE9DDD3@whiteboxtechnologies.com"
                        alt="eppffpmojkhpmhbo.png" class=""
                        style="max-width: 100%;"><br>
                      If interested, customers who have purchased a
                      historical weather files from WBT over the past
                      five years can get an updated weather file at no
                      cost. Lastly, although it will take at least a
                      month to update all 10,000 2017 files, it's very
                      quick to do for any specific location or even 50
                      or so locations. Therefore, if you have an urgent
                      request please e-mail me and I will put that at
                      the beginning of the queue for that day.<br>
                      <pre class="m_7905905964149326405moz-signature" cols="90">-- 
Joe Huang
White Box Technologies, Inc.
<a href="https://maps.google.com/?q=346+Rheem+Blvd.,+Suite+205A%0D+Moraga+CA+94556&entry=gmail&source=g" moz-do-not-send="true">346 Rheem Blvd., Suite 205A
Moraga CA 94556</a>
<a class="m_7905905964149326405moz-txt-link-abbreviated" href="mailto:yjhuang@whiteboxtechnologies.com" target="_blank" moz-do-not-send="true">yjhuang@whiteboxtechnologies.com</a>
<a class="m_7905905964149326405moz-txt-link-freetext" href="http://weather.whiteboxtechnologies.com" target="_blank" moz-do-not-send="true">http://weather.whiteboxtechnologies.com</a> for simulation-ready weather data
(o) <a href="tel:%28925%29%20388-0265" value="+19253880265" target="_blank" moz-do-not-send="true">(925)388-0265</a>
(c) <a href="tel:%28510%29%20928-2683" value="+15109282683" target="_blank" moz-do-not-send="true">(510)928-2683</a>
"building energy simulations at your fingertips"
</pre>
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