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    <p>Thank you, Steve, for this detailed calculations that give an
      upper bound of what is needed. As part of some European project,
      we are designing and implementing a data management policy in
      which the data acquired by the microscope is immediately copied to
      some temporary storage server. This is in part motivated by the
      need to make public data that has been funded by public money. At
      this point it is given a unique identifier that is used along the
      process to track the acquisition. This copy of raw data can be
      accompanied by derived data (aligned micrographs, CTFs,
      coordinates, image processing workflow, ...), which is not that
      large compared to the size of the raw data. After a period of
      time, typically 3 years, we could check whether this data has
      resulted in a deposited EMDB entry. In this case, the data is
      automatically moved from the temporary repository to EMPIAR. If it
      has not resulted in a successful structure, then the user is
      contacted and, upon approval, the data can be deleted. This
      strategy limits the storage needs at EMPIAR, the storage needs of
      the temporary repository (limited to 3 years), and accounts for
      the fact that not all acquisition end in successful
      reconstructions. The temporary repository can be local to the
      institution, or more global (within the European project we are
      making a pilot with EMPIAR itself).</p>
    <p>Kind regards, Carlos Oscar<br>
    </p>
    <div class="moz-cite-prefix">El 29/08/2019 a las 15:50, Ludtke,
      Steven J. escribió:<br>
    </div>
    <blockquote type="cite"
      cite="mid:C5E2B614-04C6-409A-91E6-9C62A4599543@bcm.edu">
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      I agree that my estimate was sort of a worst case scenario.
      However, 1 TB/structure is also not realistic, as most structures
      I'm aware of involve many days of Krios data collection, and are
      closer to 10 TB than 1 TB.  If we estimate 50 projects/week, and
      set a range of 1-10 TB/project, that would be 
      <div class="">2.5 - 25 PB of data per year. While this is feasible
        bandwidth-wise, it is still not a trivial amount of storage.
        While EMPIAR is talking about going 'peta-scale', I'm not sure
        they meant 25 PB/year. </div>
      <div class=""><br class="">
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      <div class="">I do agree with you that making the centers
        responsible for long-term data archival would be quite
        reasonable, there are certainly still some issues. In that
        situation you would probably, again, be talking about archiving
        all of the data produced by the center, or at least all of the
        "useful" data. If the center had 3 krios, and ~50 % of the data
        were "useful", each center would have to archive ~2 TB/day, or
        <1 PB/year. </div>
      <div class=""><br class="">
      </div>
      <div class="">Of course, storage costs fall with time, over the
        long term, averaging a 2-fold cost reduction every 14 months, so
        while 25 PB sounds like a lot right now, in 5 years it should be
        extremely feasible. While data production rates also increase
        with time, there are some physical limits there which we are
        beginning to approach.  Given that 1 PB of raw RAID 6 storage
        only costs ~$40 k now, it seems like a $40 M center ought to be
        able to allocate enough budget to do this sort of archival. If
        you look at the NYSBC's recent paper on JPG compression, though,
        it seems they are far from anxious to take on this role other
        than perhaps saving degraded JPG versions of the aligned
        averages.</div>
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                      <font class="" face="Courier"><span
                          style="font-size: 14px;" class="">--------------------------------------------------------------------------------------<br
                            class="">
                          Steven Ludtke, Ph.D. <<a
                            href="mailto:sludtke@bcm.edu" class=""
                            moz-do-not-send="true">sludtke@bcm.edu</a>> 
                                              Baylor College
                          of Medicine <br class="">
                          Charles C. Bell Jr., Professor of
                          Structural Biology<br class="">
                          Dept. of Biochemistry and Molecular Biology   
                                            (<a
                            href="http://www.bcm.edu/biochem" class=""
                            moz-do-not-send="true">www.bcm.edu/biochem</a>)<br
                            class="">
                          Academic Director, CryoEM Core               
                                                  (<a
                            href="http://cryoem.bcm.edu" class=""
                            moz-do-not-send="true">cryoem.bcm.edu</a>)<br
                            class="">
                          Co-Director CIBR Center                       
                                      (<a
                            href="http://www.bcm.edu/research/cibr"
                            class="" moz-do-not-send="true">www.bcm.edu/research/cibr</a>)<br
                            class="">
                          <br class="">
                        </span></font><br class="">
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            <div><br class="">
              <blockquote type="cite" class="">
                <div class="">On Aug 29, 2019, at 8:27 AM, Takanori
                  Nakane <<a href="mailto:tnakane@mrc-lmb.cam.ac.uk"
                    class="" moz-do-not-send="true">tnakane@mrc-lmb.cam.ac.uk</a>>
                  wrote:</div>
                <br class="Apple-interchange-newline">
                <div class=""><span style="caret-color: rgb(0, 0, 0);
                    font-family: Courier; font-size: 14px; font-style:
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                    normal; letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">Hi,</span><br style="caret-color: rgb(0, 0,
                    0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <br style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    back of the envelope:<br class="">
                    2000 images/day * 500 MB/compressed counting movie *
                    100 krios ~ 100<br class="">
                    TB/day<br class="">
                  </blockquote>
                  <br style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">But datasets that result in published maps
                    are only a</span><br style="caret-color: rgb(0, 0,
                    0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">fraction of what were collected. Most of
                    the scope time</span><br style="caret-color: rgb(0,
                    0, 0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">is spent on sample screening and
                    optimisation, and</span><br style="caret-color:
                    rgb(0, 0, 0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">these preliminary datasets don't have to be
                    made public.</span><br style="caret-color: rgb(0, 0,
                    0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <br style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">There are 52 new maps released in EMDB this
                    week.</span><br style="caret-color: rgb(0, 0, 0);
                    font-family: Courier; font-size: 14px; font-style:
                    normal; font-variant-caps: normal; font-weight:
                    normal; letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">Some maps came from a single dataset by
                    classification.</span><br style="caret-color: rgb(0,
                    0, 0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">If 1 TB per map, it is 52 TB/week, not 100
                    TB/day.</span><br style="caret-color: rgb(0, 0, 0);
                    font-family: Courier; font-size: 14px; font-style:
                    normal; font-variant-caps: normal; font-weight:
                    normal; letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <br style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">By the way, some X-ray synchrotrons and
                    XFELs are implementing data</span><br
                    style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">policy, where all raw data will be stored
                    on site and made public after</span><br
                    style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">a certain embargo period. It would be nice
                    if CryoEM facilities follow</span><br
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                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">this trend.</span><br style="caret-color:
                    rgb(0, 0, 0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <br style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    You mean the "final" particle stack, or movies, when
                    you say raw data ?<br class="">
                    The latter might be too large for EMPIAR ?<br
                      class="">
                  </blockquote>
                  <br style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">I recommend raw movies, so that others can
                    reprocess for the beginning</span><br
                    style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">with possibly improved strategies and
                    programs than initially processed.</span><br
                    style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">Of course, having cleaned particle
                    coordinates and stacks is useful,</span><br
                    style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">because some users are interested only in
                    later steps of processing.</span><br
                    style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <br style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">Best regards,</span><br style="caret-color:
                    rgb(0, 0, 0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <br style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">Takanori Nakane</span><br
                    style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <br style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    EMPIAR is great, and while they say they will take
                    whatever people<br class="">
                    provide, if all of the raw data (even if it were
                    limited to 'good' data)<br class="">
                    from all of the Krios around the world were archived
                    in EMPIAR, there<br class="">
                    would be massive bandwidth and storage issues. When
                    used as it is now,<br class="">
                  </blockquote>
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">as</span><br style="caret-color: rgb(0, 0,
                    0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    an archive for important reference data sets, it's
                    great, but I'm not<br class="">
                  </blockquote>
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">sure</span><br style="caret-color: rgb(0,
                    0, 0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    it's a viable strategy for archiving everything
                    produced in the CryoEM<br class="">
                    community.<br class="">
                    back of the envelope:<br class="">
                    2000 images/day * 500 MB/compressed counting movie *
                    100 krios ~ 100<br class="">
                    TB/day<br class="">
                    even a dedicated 10 Gb network running flat out
                    couldn't keep up.<br class="">
--------------------------------------------------------------------------------------<br
                      class="">
                    Steven Ludtke, Ph.D. <<a
                      href="mailto:sludtke@bcm.edu" class=""
                      moz-do-not-send="true">sludtke@bcm.edu</a><<a
                      href="mailto:sludtke@bcm.edu" class=""
                      moz-do-not-send="true">mailto:sludtke@bcm.edu</a>>><br
                      class="">
                            Baylor College of Medicine<br class="">
                    Charles C. Bell Jr., Professor of Structural Biology<br
                      class="">
                    Dept. of Biochemistry and Molecular Biology<br
                      class="">
                    (<a href="http://www.bcm.edu/biochem" class=""
                      moz-do-not-send="true">www.bcm.edu/biochem</a><<a
                      href="http://www.bcm.edu/biochem" class=""
                      moz-do-not-send="true">http://www.bcm.edu/biochem</a>>)<br
                      class="">
                    Academic Director, CryoEM Core<br class="">
                    (<a href="http://cryoem.bcm.edu/" class=""
                      moz-do-not-send="true">cryoem.bcm.edu</a><<a
                      href="http://cryoem.bcm.edu/" class=""
                      moz-do-not-send="true">http://cryoem.bcm.edu</a>>)<br
                      class="">
                    Co-Director CIBR Center<br class="">
                    (<a href="http://www.bcm.edu/research/cibr" class=""
                      moz-do-not-send="true">www.bcm.edu/research/cibr</a><<a
                      href="http://www.bcm.edu/research/cibr" class=""
                      moz-do-not-send="true">http://www.bcm.edu/research/cibr</a>>)<br
                      class="">
                    On Aug 29, 2019, at 7:04 AM, Takanori Nakane<br
                      class="">
                    <<a href="mailto:tnakane@mrc-lmb.cam.ac.uk"
                      class="" moz-do-not-send="true">tnakane@mrc-lmb.cam.ac.uk</a><<a
                      href="mailto:tnakane@mrc-lmb.cam.ac.uk" class=""
                      moz-do-not-send="true">mailto:tnakane@mrc-lmb.cam.ac.uk</a>>>
                    wrote:<br class="">
                    Hi,<br class="">
                    Most people just opt for the "hard drive on a shelf"
                    method for<br class="">
                  </blockquote>
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">completed</span><br style="caret-color:
                    rgb(0, 0, 0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    projects, which has advantages (cheap/simple) and
                    disadvantages (what<br class="">
                    happens if the drive dies)...<br class="">
                    After publication of your structures, I recommend
                    raw data to be<br class="">
                  </blockquote>
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">deposited</span><br style="caret-color:
                    rgb(0, 0, 0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    in EMPIAR.<br class="">
                    Not only is it useful for reproducibility, education
                    and method<br class="">
                    development,<br class="">
                    it also serves as an additional layer of backup. You
                    might drop your<br class="">
                  </blockquote>
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">disk,</span><br style="caret-color: rgb(0,
                    0, 0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    water might leak from the ceiling, etc. Having
                    backups in a physically<br class="">
                    distant<br class="">
                    place is a good practice.<br class="">
                    Best regards,<br class="">
                    Takanori Nakanori<br class="">
                    Julien,<br class="">
                    are you referring to the raw data, or are you trying
                    to archive all of<br class="">
                  </blockquote>
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">the</span><br style="caret-color: rgb(0, 0,
                    0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    files associated with a project?<br class="">
                    Counting-mode movies are generally stored and
                    archived as compressed<br class="">
                  </blockquote>
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">tiff</span><br style="caret-color: rgb(0,
                    0, 0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    stacks, though if they are collected on a Falcon,
                    there are issues with<br class="">
                    this, as good compression is achieved only
                    pre-normalization (or<br class="">
                    post-normalization if you decide you are willing to
                    switch back to an<br class="">
                    integer format).<br class="">
                    If you want to perfectly archive everything exactly
                    as it is<br class="">
                  </blockquote>
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">(losslessly),</span><br style="caret-color:
                    rgb(0, 0, 0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    some compression algorithms may do very slightly
                    better than others, but<br class="">
                    pretty much any of the commonly used algorithms will
                    do about the same.<br class="">
                    Usually the slower ones will do slightly better, but
                    you have to decide<br class="">
                  </blockquote>
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">if</span><br style="caret-color: rgb(0, 0,
                    0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    it's worth the CPU time the compression takes.  By
                    definition, the<br class="">
                  </blockquote>
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">noisier</span><br style="caret-color:
                    rgb(0, 0, 0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    the data is, the less compressible it is, unless you
                    are willing to<br class="">
                  </blockquote>
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">invoke</span><br style="caret-color: rgb(0,
                    0, 0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    "lossy" compression and throw away some of the bits
                    of pure noise.<br class="">
                    Most people just opt for the "hard drive on a shelf"
                    method for<br class="">
                  </blockquote>
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">completed</span><br style="caret-color:
                    rgb(0, 0, 0); font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    text-align: start; text-indent: 0px; text-transform:
                    none; white-space: normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <blockquote type="cite" style="font-family: Courier;
                    font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; orphans: auto; text-align:
                    start; text-indent: 0px; text-transform: none;
                    white-space: normal; widows: auto; word-spacing:
                    0px; -webkit-text-size-adjust: auto;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                    projects, which has advantages (cheap/simple) and
                    disadvantages (what<br class="">
                    happens if the drive dies)...<br class="">
--------------------------------------------------------------------------------------<br
                      class="">
                    Steven Ludtke, Ph.D.<br class="">
                    <<a href="mailto:sludtke@bcm.edu" class=""
                      moz-do-not-send="true">sludtke@bcm.edu</a><<a
                      href="mailto:sludtke@bcm.edu" class=""
                      moz-do-not-send="true">mailto:sludtke@bcm.edu</a>><<a
                      href="mailto:sludtke@bcm.edu" class=""
                      moz-do-not-send="true">mailto:sludtke@bcm.edu</a>>><br
                      class="">
                           Baylor College of Medicine<br class="">
                    Charles C. Bell Jr., Professor of Structural Biology<br
                      class="">
                    Dept. of Biochemistry and Molecular Biology<br
                      class="">
                    (<a href="http://www.bcm.edu/biochem" class=""
                      moz-do-not-send="true">www.bcm.edu/biochem</a><<a
                      href="http://www.bcm.edu/biochem" class=""
                      moz-do-not-send="true">http://www.bcm.edu/biochem</a>><<a
                      href="http://www.bcm.edu/biochem" class=""
                      moz-do-not-send="true">http://www.bcm.edu/biochem</a>>)<br
                      class="">
                    Academic Director, CryoEM Core<br class="">
                    (<a href="http://cryoem.bcm.edu/" class=""
                      moz-do-not-send="true">cryoem.bcm.edu</a><<a
                      href="http://cryoem.bcm.edu/" class=""
                      moz-do-not-send="true">http://cryoem.bcm.edu/</a>><<a
href="http://cryoem.bcm.edu<http://cryoem.bcm.edu/>" class=""
                      moz-do-not-send="true">http://cryoem.bcm.edu<http://cryoem.bcm.edu/></a>>)<br
                      class="">
                    Co-Director CIBR Center<br class="">
                    (<a href="http://www.bcm.edu/research/cibr" class=""
                      moz-do-not-send="true">www.bcm.edu/research/cibr</a><<a
                      href="http://www.bcm.edu/research/cibr" class=""
                      moz-do-not-send="true">http://www.bcm.edu/research/cibr</a>><<a
                      href="http://www.bcm.edu/research/cibr" class=""
                      moz-do-not-send="true">http://www.bcm.edu/research/cibr</a>>)<br
                      class="">
                    On Aug 29, 2019, at 6:30 AM, Julien Bous<br class="">
                    <<a href="mailto:julien.bous@etu.umontpellier.fr"
                      class="" moz-do-not-send="true">julien.bous@etu.umontpellier.fr</a><<a
                      href="mailto:julien.bous@etu.umontpellier.fr"
                      class="" moz-do-not-send="true">mailto:julien.bous@etu.umontpellier.fr</a>><<a
                      href="mailto:julien.bous@etu.umontpellier.fr"
                      class="" moz-do-not-send="true">mailto:julien.bous@etu.umontpellier.fr</a>>><br
                      class="">
                    wrote:<br class="">
                    Dear Community,<br class="">
                    I have a question about the best way to store my
                    data once SPA projects<br class="">
                    are achieved. Can you advise me about which
                    compression format is to<br class="">
                    prefer?<br class="">
                    Thank you for your interest,<br class="">
                    Julien<br class="">
                    _______________________________________________<br
                      class="">
                    3dem mailing list<br class="">
                    <a href="mailto:3dem@ncmir.ucsd.edu" class=""
                      moz-do-not-send="true">3dem@ncmir.ucsd.edu</a><<a
                      href="mailto:3dem@ncmir.ucsd.edu" class=""
                      moz-do-not-send="true">mailto:3dem@ncmir.ucsd.edu</a>><<a
                      href="mailto:3dem@ncmir.ucsd.edu" class=""
                      moz-do-not-send="true">mailto:3dem@ncmir.ucsd.edu</a>><br
                      class="">
                    <a
href="https://urldefense.proofpoint.com/v2/url?u=https-3A__mail.ncmir.ucsd.edu_mailman_listinfo_3dem&d=DwICAg&c=ZQs-KZ8oxEw0p81sqgiaRA&r=GWA2IF6nkq8sZMXHpp1Xpg&m=-Yu84q3MdcWvESYXpaK7NQdEWch6tE1eG9IVNTjLay4&s=NSrJg_YgFffwLELO1auXSC6yYLEsGHVoNV5TI_1eBqM&e="
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                      class="">
                    _______________________________________________<br
                      class="">
                    3dem mailing list<br class="">
                    <a href="mailto:3dem@ncmir.ucsd.edu" class=""
                      moz-do-not-send="true">3dem@ncmir.ucsd.edu</a><<a
                      href="mailto:3dem@ncmir.ucsd.edu" class=""
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                      class="">
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href="https://urldefense.proofpoint.com/v2/url?u=https-3A__mail.ncmir.ucsd.edu_mailman_listinfo_3dem&d=DwIDJg&c=ZQs-KZ8oxEw0p81sqgiaRA&r=GWA2IF6nkq8sZMXHpp1Xpg&m=NIpw6RIeeyKxoYDz2eZPHOcIZvNm9VytdzBFUEtQ-10&s=UG1BMTIotgpZVcqSlW0cd0tfnpxgEo9l3RLHUfU2ODc&e="
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                      class="">
                  </blockquote>
                  <br style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
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                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <br style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <br style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <br style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">_______________________________________________</span><br
                    style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <span style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class="">3dem mailing list</span><br
                    style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <a href="mailto:3dem@ncmir.ucsd.edu"
                    style="font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
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                    text-transform: none; white-space: normal; widows:
                    auto; word-spacing: 0px; -webkit-text-size-adjust:
                    auto; -webkit-text-stroke-width: 0px;" class=""
                    moz-do-not-send="true">3dem@ncmir.ucsd.edu</a><br
                    style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none;" class="">
                  <a
href="https://urldefense.proofpoint.com/v2/url?u=https-3A__mail.ncmir.ucsd.edu_mailman_listinfo_3dem&d=DwICAg&c=ZQs-KZ8oxEw0p81sqgiaRA&r=Dk5VoQQ-wINYVssLMZihyC5Dj_sWYKxCyKz9E4Lp3gc&m=N9gZrj6tzrxb1__Ie82LVKoonNvUYYAINYAiKVJq_Ak&s=ilFAU6frbYTGpAsrBgmIjwKDDWViAU0wjU8X3H_OFSE&e="
                    style="font-family: Courier; font-size: 14px;
                    font-style: normal; font-variant-caps: normal;
                    font-weight: normal; letter-spacing: normal;
                    orphans: auto; text-align: start; text-indent: 0px;
                    text-transform: none; white-space: normal; widows:
                    auto; word-spacing: 0px; -webkit-text-size-adjust:
                    auto; -webkit-text-stroke-width: 0px;" class=""
                    moz-do-not-send="true">https://urldefense.proofpoint.com/v2/url?u=https-3A__mail.ncmir.ucsd.edu_mailman_listinfo_3dem&d=DwICAg&c=ZQs-KZ8oxEw0p81sqgiaRA&r=Dk5VoQQ-wINYVssLMZihyC5Dj_sWYKxCyKz9E4Lp3gc&m=N9gZrj6tzrxb1__Ie82LVKoonNvUYYAINYAiKVJq_Ak&s=ilFAU6frbYTGpAsrBgmIjwKDDWViAU0wjU8X3H_OFSE&e=</a><span
                    style="caret-color: rgb(0, 0, 0); font-family:
                    Courier; font-size: 14px; font-style: normal;
                    font-variant-caps: normal; font-weight: normal;
                    letter-spacing: normal; text-align: start;
                    text-indent: 0px; text-transform: none; white-space:
                    normal; word-spacing: 0px;
                    -webkit-text-stroke-width: 0px; text-decoration:
                    none; float: none; display: inline !important;"
                    class=""></span></div>
              </blockquote>
            </div>
            <br class="">
          </div>
        </div>
      </div>
      <br>
      <fieldset class="mimeAttachmentHeader"></fieldset>
      <pre class="moz-quote-pre" wrap="">_______________________________________________
3dem mailing list
<a class="moz-txt-link-abbreviated" href="mailto:3dem@ncmir.ucsd.edu">3dem@ncmir.ucsd.edu</a>
<a class="moz-txt-link-freetext" href="https://mail.ncmir.ucsd.edu/mailman/listinfo/3dem">https://mail.ncmir.ucsd.edu/mailman/listinfo/3dem</a>
</pre>
    </blockquote>
    <pre class="moz-signature" cols="72">-- 
------------------------------------------------------------------------
Carlos Oscar Sánchez Sorzano                  e-mail:   <a class="moz-txt-link-abbreviated" href="mailto:coss@cnb.csic.es">coss@cnb.csic.es</a>
Biocomputing unit                             <a class="moz-txt-link-freetext" href="http://i2pc.es/coss">http://i2pc.es/coss</a>
National Center of Biotechnology (CSIC)
c/Darwin, 3
Campus Universidad Autónoma (Cantoblanco)     Tlf: 34-91-585 4510
28049 MADRID (SPAIN)                          Fax: 34-91-585 4506
------------------------------------------------------------------------
</pre>
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