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<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing with OASIS Tables v3.0 20080202//EN" "journalpub-oasis3.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:oasis="http://docs.oasis-open.org/ns/oasis-exchange/table" dtd-version="3.0">
  <front>
    <journal-meta>
<journal-id journal-id-type="publisher">SE</journal-id>
<journal-title-group>
<journal-title>Solid Earth</journal-title>
<abbrev-journal-title abbrev-type="publisher">SE</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Solid Earth</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1869-9529</issn>
<publisher><publisher-name>Copernicus GmbH</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>

    <article-meta>
      <article-id pub-id-type="doi">10.5194/se-6-1075-2015</article-id><title-group><article-title>Phase change in subducted lithosphere, impulse, and quantizing Earth surface deformations</article-title>
      </title-group><?xmltex \runningtitle{Quantizing Earth surface deformations}?><?xmltex \runningauthor{C.~O.~Bowin et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1">
          <name><surname>Bowin</surname><given-names>C. O.</given-names></name>
          <email>cbowin@whoi.edu</email>
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Yi</surname><given-names>W.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3">
          <name><surname>Rosson</surname><given-names>R. D.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Bolmer</surname><given-names>S. T.</given-names></name>
          
        </contrib>
        <aff id="aff1"><label>1</label><institution>Woods Hole Oceanographic Institution, Woods Hole, MA, USA</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Intelligenet Solutions Group, John Deere, Kaiserslautern,
Germany</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>Applications Engineering Group, MathWorks, Natick, MA, USA</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">C. O. Bowin (cbowin@whoi.edu)</corresp></author-notes><pub-date><day>23</day><month>September</month><year>2015</year></pub-date>
      
      <volume>6</volume>
      <issue>3</issue>
      <fpage>1075</fpage><lpage>1085</lpage>
      <history>
        <date date-type="received"><day>29</day><month>December</month><year>2014</year></date>
           <date date-type="rev-request"><day>9</day><month>March</month><year>2015</year></date>
           <date date-type="rev-recd"><day>27</day><month>July</month><year>2015</year></date>
           <date date-type="accepted"><day>2</day><month>August</month><year>2015</year></date>
      </history>
      <permissions>
<license license-type="open-access">
<license-p>This work is licensed under a Creative Commons Attribution 3.0 Unported License. To view a copy of this license, visit <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/3.0/">http://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions><self-uri xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015.html">This article is available from https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015.html</self-uri>
<self-uri xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015.pdf">The full text article is available as a PDF file from https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015.pdf</self-uri>


      <abstract>
    <p>The new paradigm of plate tectonics began in 1960 with Harry H. Hess's 1960
realization that new ocean floor was being created today and is not everywhere
of Precambrian age as previously thought. In the following decades an
unprecedented coming together of bathymetric, topographic, magnetic,
gravity, seismicity, seismic profiling data occurred, all supporting and
building upon the concept of plate tectonics. Most investigators accepted
the premise that there was no net torque amongst the plates. Bowin (2010)
demonstrated that plates accelerated and decelerated at rates 10<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">8</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>
times smaller than plate velocities, and that globally angular momentum is
conserved by plate tectonic motions, but few appeared to note its existence.</p>
    <p>Here we first summarize how we separate where different mass sources may lie
within the Earth and how we can estimate their mass. The Earth's greatest
mass anomalies arise from topography of the boundary between the metallic
nickel–iron core and the silicate mantle that dominate the Earth's spherical
harmonic degree 2 and 3 potential field coefficients, and overwhelm all
other internal mass anomalies. The mass anomalies due to phase changes in
olivine and pyroxene in subducted lithosphere are hidden within the
spherical harmonic degree 4–10 packet, and are an order of magnitude smaller
than those from the core–mantle boundary. Then we explore the geometry of
the Emperor and Hawaiian seamount chains and the 60<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> bend between them
that aids in documenting the slow acceleration during both the Pacific
Plate's northward motion that formed the Emperor seamount chain and its westward
motion that formed the Hawaiian seamount chain, but it decelerated at the time of
the bend (46 Myr). Although the 60<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> change in direction of the Pacific
Plate at of the bend, there appears to have been nary a pause in a passive
spreading history for the North Atlantic Plate, for example. This, too,
supports phase change being the single driver for plate tectonics and
conservation of angular momentum. Since mountain building we now know
results from changes in momentum, we have calculated an experimental
deformation index value (1–1000) based on a world topographic grid at 5 arcmin spacing and displayed those results for viewing.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

      <?xmltex \floatpos{t}?><fig id="Ch1.F1"><caption><p>Power spectra for Earth, Venus, and Mars from sets of spherical
harmonic coefficients. Earth (solid line) is from GEM-L2 (Lerch et al., 1982)
and GEM-t2 (Marsh et al., 1990), Venus (dotted line) is from Nerem et al. (1993),
and Mars (dashed line) is from Smith et al. (1993). If the
horizontal harmonic degree axis were plotted as a log scale, then the
spectra would be nearly a straight line.</p></caption>
      <?xmltex \igopts{width=170.716535pt}?><graphic xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015-f01.pdf"/>

    </fig>

<sec id="Ch1.S1" sec-type="intro">
  <title>Introduction</title>
      <p>Gravity, the weakest force in our universe, has also provided us with one of
the hidden keys for understanding plate tectonics. We say “hidden” because
the deep positive mass anomalies within the Earth that drive the motions of
the planet's tectonic plates are an order of magnitude smaller than, and hence obcured by, the
Earth's greatest mass anomalies (see Fig. 5). Those greatest mass anomalies are of 0.4<inline-formula><mml:math display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn>3.5</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mn>23</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> kg, which we, as
Bowin (2000), interpreted as due to topography at the core–mantle boundary
(CBM) at 2900 km depth. The density contrast at the core–mantle boundary,
with nickel iron of the core below and silicates of the lower mantle above,
is approximately 4.3 gm/cc. Thus mass anomalies due to topography of up to 3 km relief there overwhelm all other mass anomaly contributions within the
Earth. The power spectrum for the gravitational field of the Earth (see
Fig. 1) shows a marked break in slope between degree 3 and degree 4. A
global map view of the geoid anomalies (gravitational potential field)
contained in the spherical harmonic coefficients of the Goddard Earth Model
(GEM) t2 set of coefficients is shown in Fig. 2. That view of the
gravitational potential field of the Earth has been a puzzle since it was
first observed because it shows no correlation with surface continents nor
topography, with the single exception of a positive geoid anomaly over the
Andes of South America (SA). In Fig. 2 note the prominent negative geoid low in
the Indian Ocean, the Sri Lanka (SL) Low, and the positive geoid, the New Guinea High (NG).
And then in Fig. 3, note that the large summed contributions of
degrees 2 and 3 are restricted to only those two NG and SL geoid anomaly
sites. In Fig. 3, one can also see that the individual degree
contributions become decreasingly smaller above degree 10. Thus, we now
approach the Earth's second-largest mass anomaly as it remains buried within
the spherical harmonic degree 4–10 packet. Besides illustrating the spatial
distribution of the degree 4–10 geoid anomalies, Fig. 4 further
demonstrates how the large contributions from the degree 2–3 dominate the
2–10, 2–30, and 2–250 geoid (seen in Fig. 2) fields. Further, Fig. 4 also
visually introduces the use of vertical derivatives of the Earth's potential
field into our discussion for resolving Earth structures. In the gravity
degree 2–3 map note the paucity of contour lines compared to those in the
degree 2–3 geoid map. Geoid anomalies (1 d<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>) are most diagnostic of large mass
anomalies at depths of thousands of kilometers, whereas gravity anomalies
(1 d<inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> are most sensitive to mass anomalies within 100 km of the
surface.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2"><caption><p>Earth's geoid anomaly map for spherical harmonic degree ranges
2–250. Computed Goddard Earth Model GEM-t2 coefficients (Marsh et al., 1990)
are referenced to ellipsoid with reciprocal flattening of 298.257 (actual Earth
flattening).</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015-f02.pdf"/>

      </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3"><caption><p>Magnitudes of individual harmonic degree contributions for the
Earth's 10 major geoid anomaly values computed from the GEM-9 coefficients
referenced with reciprocal flattening of 298.257 (actual Earth flattening).
Four positive anomalies are New Guinea (NG), Iceland (I), Crozet (C), and
South America (SA). Six negative anomalies are Indian Ocean (Sri Lanka)
(SL), west of lower California (WLC), central Asia (CA), and south of New
Zealand (SNZ). Reprinted from Bowin (1985) with
permission.</p></caption>
        <?xmltex \igopts{width=170.716535pt}?><graphic xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015-f03.pdf"/>

      </fig>

<?xmltex \hack{\newpage}?><?xmltex \floatpos{t}?><fig id="Ch1.F4"><caption><p>Geoid and gravity anomaly maps from GEM-L2 spherical harmonic
coefficients. Referenced to ellipsoid with reciprocal flattening of 298.257
(actual Earth flattening). Contour intervals are 10 m and 20 mGal,
respectively. Degree 2–30 maps obtained by summing contributions from
degrees 2 through 30. Degree 2–10, 4–10, and 2–3 maps similarly
obtained. In the geoid degree 2–30 map (and in Fig. 2) the 10 major
anomalies are labeled, and identified in Fig. 3.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015-f04.pdf"/>

      </fig>

      <p>Consider a site directly over a point mass, the geoid anomaly (<inline-formula><mml:math display="inline"><mml:mi>N</mml:mi></mml:math></inline-formula>) is
          <disp-formula id="Ch1.Ex1"><mml:math display="block"><mml:mrow><mml:mi>N</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mi>V</mml:mi><mml:mrow><mml:msub><mml:mi>g</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mi>G</mml:mi><mml:mi>M</mml:mi></mml:mrow><mml:mrow><mml:msubsup><mml:mi>g</mml:mi><mml:mn mathvariant="normal">0</mml:mn><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>
        where <inline-formula><mml:math display="inline"><mml:mi>V</mml:mi></mml:math></inline-formula> is the disturbing potential, <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>g</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> is normal gravity (9.8 m s<inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math display="inline"><mml:mi>G</mml:mi></mml:math></inline-formula> is the gravitational constant, <inline-formula><mml:math display="inline"><mml:mi>M</mml:mi></mml:math></inline-formula> is the anomalous mass, and
<inline-formula><mml:math display="inline"><mml:mi>z</mml:mi></mml:math></inline-formula> is the depth of the point mass. The vertical component of gravity <inline-formula><mml:math display="inline"><mml:mi>g</mml:mi></mml:math></inline-formula> due to
the same point mass is
          <disp-formula id="Ch1.Ex2"><mml:math display="block"><mml:mrow><mml:mi>g</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mi>G</mml:mi><mml:mi>M</mml:mi></mml:mrow><mml:mrow><mml:msup><mml:mi>Z</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>
      <p>The ratio of gravity anomaly to the geoid anomaly directly above the point
mass at depth <inline-formula><mml:math display="inline"><mml:mi>z</mml:mi></mml:math></inline-formula> is then
          <disp-formula id="Ch1.Ex3"><mml:math display="block"><mml:mrow><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mi>g</mml:mi><mml:mi>N</mml:mi></mml:mfrac></mml:mstyle><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:msub><mml:mi>g</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub></mml:mrow><mml:mi>z</mml:mi></mml:mfrac></mml:mstyle><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>
      <p>Conversely, the depth can be determined by
          <disp-formula id="Ch1.Ex4"><mml:math display="block"><mml:mrow><mml:mi>Z</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:msub><mml:mi>g</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub></mml:mrow><mml:mrow><mml:mi>g</mml:mi><mml:mo>/</mml:mo><mml:mi>N</mml:mi></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p>
      <p>Then, of course, reentering the value of <inline-formula><mml:math display="inline"><mml:mi>z</mml:mi></mml:math></inline-formula> into either, or both, of the
point-mass equations for the geoid or gravity can provide estimates of the
causative mass. It was by this means that the magnitudes of the mass
anomalies of the Earth shown in Fig. 5 were estimated. Two additional
vertical derivatives of the gravity potential can also aid in defining
shallower mass anomaly structures: the vertical gravity gradient (1 d<inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula>
and the vertical gradient of the vertical gravity gradient (1 d<inline-formula><mml:math display="inline"><mml:mrow><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">4</mml:mn></mml:mrow></mml:msup><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula>.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F5"><caption><p>Initial estimates of the magnitudes of Earth mass anomalies.
Estimates are calculated from ratios of gravity anomaly divided by geoid
anomaly values at anomaly centers.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015-f05.pdf"/>

      </fig>

      <p>For each mass element within the Earth, its geoid contribution falls off as
1 d<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> with distance, gravity as 1 d<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>, vertical gravity gradient
1 d<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>, and vertical gravity gradient of vertical gravity gradient
1 d<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">4</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>. But because all masses within the Earth contribute to all
harmonic degrees, it is impossible to invert any one field into its causative
masses. However, at selective locations the ratio of gravity anomaly divided
by the geoid anomaly value at center locations (Fig. 5) has already
provided constraints on the internal mass anomaly structure of the Earth
(Bowin, 1983, 1986, 1991, 2000). At lithospheric subduction
sites (positive geoid anomaly band in degree 4–10 map in Fig. 4), the
phase changes of olivine and pyroxene grains in the subducted lithosphere
are inferred to produce the positive density contrast with the surrounding
upper mantle, which forms the second-greatest mass anomalies within the
Earth (2.0<inline-formula><mml:math display="inline"><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">8</mml:mn><mml:mo>×</mml:mo><mml:msup><mml:mn>10</mml:mn><mml:mn>22</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula> kg).</p>
      <p>For many decades there has been agreement that viscous flow within the
mantle could theoretically lead to topographic and mass perturbations at the
Earth's surface and at density horizons at depth (Pekeris, 1935; Hager,
1984). As the blog “Retos Terricolas” (5 June 2014), “Dynamic topography vs.
isostasy: The importance of definitions”, nicely points out, dynamic
topography was originally coined by oceanographers Bruce (1968) and Wyrtki (1975)
to refer to deviations of the ocean surface relative to the geoid
after subtracting effects due to tides, waves, and wind by time filtering.
The remaining deviations of “dynamic topography” related to water currents in
the oceans are the oceanographers goal. In the 1980s the term dynamic
topography was adopted by solid-Earth scientists but included “static”
forces, such as the weight of sinking plates. Hager and O'Connell (1981),
Hager et al. (1985), and Ricard et al. (1993) inferred a triplet of mass
anomalies by adding negative downward deflections of the ocean surface and
at the core–mantle boundary below due to mantle flow. In this scenario the
positive mass of the sinking slab would become masked by both of those two
dynamic flow-induced negative depressions. For a mass at a single depth, to
be the source for a geoid anomaly would require all of its vertical
derivatives to have the same equivalent point-mass depths. To utilize that fact
for a test, Bowin (1994, 2000) computed spherical harmonic coefficients from
balanced sets at six different depths (100, 500, 1000, 2000, 2900, 4000 km).
This was done for balanced sets of two positive and two negative masses and another
balanced set of three positive and three negative masses to provide for both
even- and odd-order harmonic values. By then calculating and displaying
calculated cumulative contribution curves (CCC) (see, e.g., Bowin (2000), Fig. 12) plotted as percentages of their maximum value, estimates of
depths to point-mass sources could be estimated for each potential derivative.
The result for the SA geoid high shown in Fig. 6 yielded
a consistent point-mass depth of nearly 1200 km depth for all harmonic degrees
and all derivatives, indicating a single source as its origin and hence a
shallower depth for the actual positive mass anomaly. This 1200 km
point-mass depth is also consistent with the SA geoid high source being
shallower above the zero contour line at 2900 km depth of the core–mantle
topography (Fig. 4, degree 2–3 geoid). This strong evidence for a single
source depth for the South American geoid high is strong support opposing
dynamic topography as being a significant contributor to the Earth's geoid.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F6"><caption><p>Percentage contribution curve (CCC) and estimated equivalent
point-mass depths for the South American (SA) GEM-t2 geoid high. Depths are
estimated from the percentage CCC using spline function coefficients for
each degree. Spline functions are from model sets of two and three balanced point
masses at depths of 100, 500, 1000, 2900, and 4000 km.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015-f06.pdf"/>

      </fig>

<?xmltex \hack{\vspace{-3mm}}?>
</sec>
<sec id="Ch1.S2">
  <title>Deriving high derivative Earth potential field model</title>
      <p>The gravity field coefficients are estimated with high accuracy in the
long-wavelength part (corresponding to the coefficients of low degrees). In order
to avoid filtering these low degree coefficients, we shift the damping
factors above to a certain degree (30) and obtain a new set of filtered
coefficients that have yielded stable estimates of global geoid, gravity,
vertical gravity gradient, and vertical gradient of vertical gravity
gradient anomaly values for degrees 31–264. These coefficients reflect mass
anomalies that exist in the outer 200 km of the Earth. Our derived filtered
spherical harmonic coefficients for degrees 2–264 are given in the
accompanying Supplement.</p>
      <p>Various alternative methods exist for the determination of global gravity
field models – such as integration on Earth sphere, least-square adjustment
or collocation – and various data sources are used, such as satellite-based
data or terrestrial (surface) observations. The error behaviors of the
resulting gravity field models depend on the method, the quality and
properties of the observations. In general, the gravity field is not
homogeneously determined. With satellite gravimetry the high-frequency part
(corresponding to the gravity field coefficients of higher degrees) is
computed less accurately than the low-frequency part. This results in some
short-wavelength noise in the computed gravity field models. It is therefore
necessary to apply filtering to extract the signal by suppressing the
accompanying noise.</p>
      <p>The idea of filtering gravity field models in the spectral domain is based
on smooth SH coefficients with some depression factors. Various
smooth functions have been proposed such as Pellinen (1966) and Jekeli (1981).
With a Gaussian mean filter in the spectral domain as an example, as presented
by Jekeli (1981), the recursive formula for a Gaussian smoothing
coefficients in the spectral domain is given as

              <disp-formula specific-use="align"><mml:math display="block"><mml:mtable displaystyle="true"><mml:mtr><mml:mtd/><mml:mtd><mml:mrow><mml:msub><mml:mi mathvariant="italic">β</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">1</mml:mn><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd/><mml:mtd><mml:mrow><mml:msub><mml:mi mathvariant="italic">β</mml:mi><mml:mn mathvariant="normal">1</mml:mn></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:mo>+</mml:mo><mml:msup><mml:mi>e</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn><mml:mi>b</mml:mi></mml:mrow></mml:msup></mml:mrow><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:mo>-</mml:mo><mml:msup><mml:mi>e</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn><mml:mi>b</mml:mi></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>-</mml:mo><mml:mfrac><mml:mn mathvariant="normal">1</mml:mn><mml:mi>b</mml:mi></mml:mfrac><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd/><mml:mtd><mml:mrow><mml:msub><mml:mi mathvariant="italic">β</mml:mi><mml:mi>n</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn><mml:mi>n</mml:mi><mml:mo>+</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow><mml:mi>b</mml:mi></mml:mfrac><mml:msub><mml:mi mathvariant="italic">β</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:msub><mml:mi mathvariant="italic">β</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:msub><mml:mo>,</mml:mo><mml:mspace width="1em" linebreak="nobreak"/><mml:mi>n</mml:mi><mml:mo>≥</mml:mo><mml:mn mathvariant="normal">3</mml:mn><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>

          where <inline-formula><mml:math display="inline"><mml:mrow><mml:mi>b</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mi>ln⁡</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:mrow><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:mo>-</mml:mo><mml:mi>cos⁡</mml:mi><mml:mfenced close=")" open="("><mml:mi>r</mml:mi><mml:mo>/</mml:mo><mml:msub><mml:mi>R</mml:mi><mml:mo>⊕</mml:mo></mml:msub></mml:mfenced></mml:mrow></mml:mfrac></mml:mrow></mml:math></inline-formula> with <inline-formula><mml:math display="inline"><mml:mi>r</mml:mi></mml:math></inline-formula> the
radius of a spherical cap to be smoothed and <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mo>⊕</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> the radius of
the Earth.</p>
      <p>Using the above filter coefficients, the filtered gravity field coefficients
can be derived as

              <disp-formula id="Ch1.Ex8"><mml:math display="block"><mml:mrow><mml:mfenced close="}" open="{"><mml:mtable class="matrix" columnalign="center" framespacing="0em"><mml:mtr><mml:mtd><mml:mrow><mml:msub><mml:mover accent="true"><mml:mrow><mml:msup><mml:mi>C</mml:mi><mml:mo>′</mml:mo></mml:msup></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mrow><mml:mi>n</mml:mi><mml:mi>m</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mrow><mml:msub><mml:mover accent="true"><mml:mrow><mml:msup><mml:mi>S</mml:mi><mml:mo>′</mml:mo></mml:msup></mml:mrow><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mrow><mml:mi>n</mml:mi><mml:mi>m</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mfenced><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="italic">β</mml:mi><mml:mi>n</mml:mi></mml:msub><mml:mfenced open="{" close="}"><mml:mtable class="matrix" columnalign="center" framespacing="0em"><mml:mtr><mml:mtd><mml:mrow><mml:msub><mml:mover accent="true"><mml:mi>C</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mrow><mml:mi>n</mml:mi><mml:mi>m</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mrow><mml:msub><mml:mover accent="true"><mml:mi>S</mml:mi><mml:mo mathvariant="normal">‾</mml:mo></mml:mover><mml:mrow><mml:mi>n</mml:mi><mml:mi>m</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mfenced><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula>

        The gravity field coefficients are estimated with high accuracy in the
long-wavelength part (corresponding to the coefficients of low degrees). In order
to avoid filtering these low degree coefficients, we shift the damping
factors above to a certain degree <inline-formula><mml:math display="inline"><mml:mrow><mml:msub><mml:mi>n</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub></mml:mrow></mml:math></inline-formula> and obtain a new set of filter
coefficients such that

              <disp-formula specific-use="align"><mml:math display="block"><mml:mtable displaystyle="true"><mml:mtr><mml:mtd/><mml:mtd><mml:mrow><mml:msubsup><mml:mi mathvariant="italic">β</mml:mi><mml:mi>n</mml:mi><mml:mo>′</mml:mo></mml:msubsup><mml:mo>=</mml:mo><mml:mn mathvariant="normal">1</mml:mn><mml:mo>,</mml:mo><mml:mspace linebreak="nobreak" width="1em"/><mml:mi>n</mml:mi><mml:mo>&lt;</mml:mo><mml:msub><mml:mi>n</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd/><mml:mtd><mml:mrow><mml:msubsup><mml:mi mathvariant="italic">β</mml:mi><mml:mi>n</mml:mi><mml:mo>′</mml:mo></mml:msubsup><mml:mo>=</mml:mo><mml:msub><mml:mi mathvariant="italic">β</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mo>-</mml:mo><mml:msub><mml:mi>n</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub></mml:mrow></mml:msub><mml:mo>,</mml:mo><mml:mspace linebreak="nobreak" width="1em"/><mml:mi>n</mml:mi><mml:mo>≥</mml:mo><mml:msub><mml:mi>n</mml:mi><mml:mn mathvariant="normal">0</mml:mn></mml:msub><mml:mo>.</mml:mo></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula></p>
      <p>The gravity field coefficients are estimated with high accuracy in the
long-wavelength part (corresponding to the coefficients of low degrees). In order
to avoid filtering these low degree coefficients, we shift the damping
factors above to a certain degree (30) and obtain a new set of filter
coefficients that have yielded stable estimates of global geoid,
gravity, vertical gravity gradient, and vertical gradient of vertical
gravity gradient anomaly values for degrees 31–264. These coefficients
reflect mass anomalies that exist in the outer 200 km of the Earth.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F7"><caption><p>Residual geoid, gravity, vertical gravity gradient, and vertical
gradient of vertical gravity gradient for spherical harmonic degrees 31–464.
Color scale weighted so that each color has same number of data samples.</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015-f07.pdf"/>

      </fig>

      <p>Plots of our results are shown in Fig. 7 for degree 31–264 contributions
for geoid, gravity, vertical gravity gradient, and vertical gradient of
vertical gravity gradient together all demonstrate that the only principle
mass anomalies in the outer 200 km of the Earth are those of the negative
mass anomalies associated with fore-arc lithosphere depressions, and the
positive mass anomalies of the uplifted island arc/mountain ranges.</p>
</sec>
<sec id="Ch1.S3">
  <title>Motions of the Earth's tectonic plates and earthquakes</title>
      <p>In 1960 Harry H. Hess was the first to recognize that the ocean floor was not
everywhere ancient (Precambrian) but is, in fact, locally, being created
today (Hess, 1960; it was to be published in “The Sea, Ideas and
Observations” but became delayed). Robert S. Dietz received a copy of the
Hess (1960) preprint and published a paper, Dietz (1961), on seafloor spreading
without acknowledging Hess's prior work. Dietz concluded that ocean basins
most likely contained rocks no older than the Mesozoic, and he also noted
that linear magnetic anomalies aligned normal to the presumed flow direction
of the presumed convection cells were being found in the Atlantic. Hess then
had his paper published in the next available Geological Society of America (GSA)
publication volume available, Hess (1962). Magnetic anomaly stripes
were reported in the Atlantic Ocean by Vine and Mathews (1963).
Wilson (1963) in his Fig. 4 referenced forming the Hawaiian chain over a
“stable core of a convection cell” as a possible origin of the Hawaiian
chain of islands, whose source later was identified as being to hot spot plumes.
Looking back with hindsight, we see a remarkable coming-together of oceanic
magnetic anomaly stripes that allowed linkage to normal and reverse
paleomagnetic age dating of the oceanic crust beneath, as well as the global
patterns of rifts and transform faults. And, in turn, aided in the dating of
folded and deformed rocks of the former or active subduction collision
zones, the depressed sections at rifts, and the horizontal displacements
along strike-slip faults, like that of the San Andreas, all fit into the new
understanding of plate tectonics and its three types of boundaries. Another
consequence of plates rubbing against one another while moving is to
increase strains in the rocks of the opposing plates, which, when released,
cause an earthquake. In this way, the distribution of epicenters reveals the
locations of plates and their boundaries, as in Fig. 8. However, that
figure only displays those having earthquakes having a magnitude 6 or
greater; hence the less seismically active borders do not stand out.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F8" specific-use="star"><caption><p>Absolute plate velocity vectors (1 per 1000 plotted black arrows)
for the 52 plates of Bird (2003) and earthquake locations with magnitudes
greater than magnitude 6.0.</p></caption>
        <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015-f08.png"/>

      </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F9"><caption><p>Stage pole velocities for Pacific Plate at labeled time on Emperor
and Hawaiian seamount chains. From Bowin and Kuiper (2005).</p></caption>
        <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015-f09.pdf"/>

      </fig>

      <p>Essentially all the analyses of plate motions (Morgan, 1973; Soloman and Sleep, 1974; Forsyth and Uyeda, 1975; Chapple
and Tullis, 1977) have assumed that plates are not undergoing acceleration.
Accordingly, every plate must be in dynamic equilibrium, such that the sum
of the torques about any axis must be zero. Previously, the paucity of clear
evidence for systematic plate velocity changes through time has led
researchers to view convective motion in the mantle, with traction on the
overlying lithosphere, as likely producing plate tectonics, in which plates
would move in stages with a terminal velocity. Different stages might have
different plate motion direction and/or speed.</p>
      <p>Harada and Hamano (2000) made a simple but profound assumption: that hot
spots on the Pacific (PA) Plate were “fixed” in time and space relative to each
other. With that assumption, they formed a spherical triangle amongst the
center points of the Hawaiian, Louisville, and Easter Island hotspots. This
triangle was then used to identify which digitized location points along the
Emperor–Hawaiian seamount chain correlated with which digitized points along
the Louisville ridge chain. Then, with those location points correlated in time,
they could begin estimating poles of rotation. They
then took each location point along the Emperor–Hawaiian chain, and bisected
its arc with the Hawaii hotspot location and at that bisect point projected
a line normal to it. They then did the same procedure to the equivalent
point along the Louisville chain with its bend, and where the two
normal lines intersect is an equivalent stage pole for that selected point.
From ages of dredged samples, they estimated Euler poles at 4 and 2 Myr
intervals. Figure 9, from Bowin and Kuiper (2005) using the Harada and
Hamano (2000) Euler poles, had the Pacific Plate speeding up as it moved
northward toward the Aleutians, then after the bend slowed down, and then
again increased speed as it moved towards the Marianas (away from Hawaii).</p>
      <p>Bowin (2010) demonstrated that plate tectonics conserves angular momentum
(see Fig. 10) using the 14-major-tectonic-plate history of the Earth
(except the Juan de Fuca and Philippine plates). Euler stage pole histories
of the past 62 million years of Gripp and Gordon (1990) were given. We believe
it is worth restating that “mirroring of the bend in the Emperor–Hawaiian
seamount chain in the locations of the 4448 filtered stage pole locations
for the absolute motions of the Nazca Plate (Bowin, 2010; Plate No. 11, Fig. 12) gives credence to both the quaternion analyses utilized and the role of
impulse in plate motions”. Of the 14 plates analyzed, the Nazca Plate is
the only one that has a stage pole pattern revealing such a pronounced bend
in stage pole trend at 46 Myr.</p>
      <p>For this present study of active surface deformation we have chosen to use a
more detailed 52 tectonic plate model of the Earth's surface by Bird (2000).
Bird's published Euler pole values are relative to a fixed Pacific Plate. An
important contribution was provided by Rick Rosson (Table 1) of
Mathworks.com, who converted Bird's 52 relative Euler poles to absolute poles
of rotation (Table 1)</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T1" specific-use="star"><caption><p>Euler pole and angular velocity estimates; based on Pacific Plate absolute rotation from Morgan and Morgan (2007).</p></caption><oasis:table frame="topbot"><?xmltex \begin{scaleboxenv}{.80}[.80]?><oasis:tgroup cols="14">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="center"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:colspec colnum="5" colname="col5" align="right"/>
     <oasis:colspec colnum="6" colname="col6" align="right"/>
     <oasis:colspec colnum="7" colname="col7" align="right"/>
     <oasis:colspec colnum="8" colname="col8" align="right"/>
     <oasis:colspec colnum="9" colname="col9" align="right"/>
     <oasis:colspec colnum="10" colname="col10" align="right"/>
     <oasis:colspec colnum="11" colname="col11" align="right"/>
     <oasis:colspec colnum="12" colname="col12" align="right"/>
     <oasis:colspec colnum="13" colname="col13" align="right"/>
     <oasis:colspec colnum="14" colname="col14" align="right"/>
     <oasis:thead>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry namest="col3" nameend="col8" align="center">Relative to PA </oasis:entry>  
         <oasis:entry namest="col9" nameend="col14" align="center">Absolute </oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry namest="col3" nameend="col4" align="center">Euler pole </oasis:entry>  
         <oasis:entry namest="col5" nameend="col8" align="center">Angular velocity </oasis:entry>  
         <oasis:entry namest="col9" nameend="col10" align="center">Euler pole </oasis:entry>  
         <oasis:entry namest="col11" nameend="col14" align="center">Angular velocity </oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry namest="col3" nameend="col4" align="center">degrees </oasis:entry>  
         <oasis:entry namest="col5" nameend="col8" align="center">degrees per million years </oasis:entry>  
         <oasis:entry namest="col9" nameend="col10" align="center">degrees </oasis:entry>  
         <oasis:entry namest="col11" nameend="col14" align="center">degrees per million years </oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">ID</oasis:entry>  
         <oasis:entry colname="col2">Plate</oasis:entry>  
         <oasis:entry colname="col3">Latitude</oasis:entry>  
         <oasis:entry colname="col4">Longitude</oasis:entry>  
         <oasis:entry colname="col5">Magnitude</oasis:entry>  
         <oasis:entry namest="col6" nameend="col8" align="center">Direction </oasis:entry>  
         <oasis:entry colname="col9">Latitude</oasis:entry>  
         <oasis:entry colname="col10">Longitude</oasis:entry>  
         <oasis:entry colname="col11">Magnitude</oasis:entry>  
         <oasis:entry namest="col12" nameend="col14" align="center">Direction </oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3"/>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5"/>  
         <oasis:entry colname="col6"><inline-formula><mml:math display="inline"><mml:mi>X</mml:mi></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mi>Y</mml:mi></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col8"><inline-formula><mml:math display="inline"><mml:mi>Z</mml:mi></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col9"/>  
         <oasis:entry colname="col10"/>  
         <oasis:entry colname="col11"/>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mi>X</mml:mi></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mi>Y</mml:mi></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mi>Z</mml:mi></mml:math></inline-formula></oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1">1</oasis:entry>  
         <oasis:entry colname="col2">AF</oasis:entry>  
         <oasis:entry colname="col3">59.160</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>73.174</oasis:entry>  
         <oasis:entry colname="col5">0.927</oasis:entry>  
         <oasis:entry colname="col6">0.148</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.491</oasis:entry>  
         <oasis:entry colname="col8">0.859</oasis:entry>  
         <oasis:entry colname="col9">43.068</oasis:entry>  
         <oasis:entry colname="col10"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>24.555</oasis:entry>  
         <oasis:entry colname="col11">0.154</oasis:entry>  
         <oasis:entry colname="col12">0.664</oasis:entry>  
         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.304</oasis:entry>  
         <oasis:entry colname="col14">0.683</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">2</oasis:entry>  
         <oasis:entry colname="col2">AM</oasis:entry>  
         <oasis:entry colname="col3">57.645</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>83.736</oasis:entry>  
         <oasis:entry colname="col5">0.931</oasis:entry>  
         <oasis:entry colname="col6">0.058</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.532</oasis:entry>  
         <oasis:entry colname="col8">0.845</oasis:entry>  
         <oasis:entry colname="col9">47.023</oasis:entry>  
         <oasis:entry colname="col10"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>77.471</oasis:entry>  
         <oasis:entry colname="col11">0.131</oasis:entry>  
         <oasis:entry colname="col12">0.148</oasis:entry>  
         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.665</oasis:entry>  
         <oasis:entry colname="col14">0.732</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">3</oasis:entry>  
         <oasis:entry colname="col2">AN</oasis:entry>  
         <oasis:entry colname="col3">64.315</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>83.084</oasis:entry>  
         <oasis:entry colname="col5">0.870</oasis:entry>  
         <oasis:entry colname="col6">0.052</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.430</oasis:entry>  
         <oasis:entry colname="col8">0.901</oasis:entry>  
         <oasis:entry colname="col9">69.152</oasis:entry>  
         <oasis:entry colname="col10">72.937</oasis:entry>  
         <oasis:entry colname="col11">0.100</oasis:entry>  
         <oasis:entry colname="col12">0.104</oasis:entry>  
         <oasis:entry colname="col13">0.340</oasis:entry>  
         <oasis:entry colname="col14">0.935</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">4</oasis:entry>  
         <oasis:entry colname="col2">AP</oasis:entry>  
         <oasis:entry colname="col3">33.639</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>81.177</oasis:entry>  
         <oasis:entry colname="col5">0.916</oasis:entry>  
         <oasis:entry colname="col6">0.128</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.823</oasis:entry>  
         <oasis:entry colname="col8">0.554</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>27.269</oasis:entry>  
         <oasis:entry colname="col10"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>76.653</oasis:entry>  
         <oasis:entry colname="col11">0.400</oasis:entry>  
         <oasis:entry colname="col12">0.205</oasis:entry>  
         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.865</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.458</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">5</oasis:entry>  
         <oasis:entry colname="col2">AR</oasis:entry>  
         <oasis:entry colname="col3">59.658</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>33.193</oasis:entry>  
         <oasis:entry colname="col5">1.162</oasis:entry>  
         <oasis:entry colname="col6">0.423</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.277</oasis:entry>  
         <oasis:entry colname="col8">0.863</oasis:entry>  
         <oasis:entry colname="col9">33.902</oasis:entry>  
         <oasis:entry colname="col10">10.771</oasis:entry>  
         <oasis:entry colname="col11">0.559</oasis:entry>  
         <oasis:entry colname="col12">0.815</oasis:entry>  
         <oasis:entry colname="col13">0.155</oasis:entry>  
         <oasis:entry colname="col14">0.558</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">6</oasis:entry>  
         <oasis:entry colname="col2">AS</oasis:entry>  
         <oasis:entry colname="col3">74.275</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>87.237</oasis:entry>  
         <oasis:entry colname="col5">0.650</oasis:entry>  
         <oasis:entry colname="col6">0.013</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.271</oasis:entry>  
         <oasis:entry colname="col8">0.963</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>15.574</oasis:entry>  
         <oasis:entry colname="col10">96.510</oasis:entry>  
         <oasis:entry colname="col11">0.243</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.109</oasis:entry>  
         <oasis:entry colname="col13">0.957</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.268</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">7</oasis:entry>  
         <oasis:entry colname="col2">AT</oasis:entry>  
         <oasis:entry colname="col3">56.283</oasis:entry>  
         <oasis:entry colname="col4">8.932</oasis:entry>  
         <oasis:entry colname="col5">1.640</oasis:entry>  
         <oasis:entry colname="col6">0.548</oasis:entry>  
         <oasis:entry colname="col7">0.086</oasis:entry>  
         <oasis:entry colname="col8">0.832</oasis:entry>  
         <oasis:entry colname="col9">33.335</oasis:entry>  
         <oasis:entry colname="col10">32.439</oasis:entry>  
         <oasis:entry colname="col11">1.226</oasis:entry>  
         <oasis:entry colname="col12">0.705</oasis:entry>  
         <oasis:entry colname="col13">0.448</oasis:entry>  
         <oasis:entry colname="col14">0.550</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">8</oasis:entry>  
         <oasis:entry colname="col2">AU</oasis:entry>  
         <oasis:entry colname="col3">69.080</oasis:entry>  
         <oasis:entry colname="col4">1.742</oasis:entry>  
         <oasis:entry colname="col5">1.074</oasis:entry>  
         <oasis:entry colname="col6">0.357</oasis:entry>  
         <oasis:entry colname="col7">0.011</oasis:entry>  
         <oasis:entry colname="col8">0.934</oasis:entry>  
         <oasis:entry colname="col9">29.853</oasis:entry>  
         <oasis:entry colname="col10">50.295</oasis:entry>  
         <oasis:entry colname="col11">0.629</oasis:entry>  
         <oasis:entry colname="col12">0.554</oasis:entry>  
         <oasis:entry colname="col13">0.667</oasis:entry>  
         <oasis:entry colname="col14">0.498</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">9</oasis:entry>  
         <oasis:entry colname="col2">BH</oasis:entry>  
         <oasis:entry colname="col3">12.559</oasis:entry>  
         <oasis:entry colname="col4">87.957</oasis:entry>  
         <oasis:entry colname="col5">0.303</oasis:entry>  
         <oasis:entry colname="col6">0.035</oasis:entry>  
         <oasis:entry colname="col7">0.975</oasis:entry>  
         <oasis:entry colname="col8">0.217</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>41.586</oasis:entry>  
         <oasis:entry colname="col10">91.990</oasis:entry>  
         <oasis:entry colname="col11">0.941</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.026</oasis:entry>  
         <oasis:entry colname="col13">0.748</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.664</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">10</oasis:entry>  
         <oasis:entry colname="col2">BR</oasis:entry>  
         <oasis:entry colname="col3">45.900</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>111.000</oasis:entry>  
         <oasis:entry colname="col5">0.200</oasis:entry>  
         <oasis:entry colname="col6"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.249</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.650</oasis:entry>  
         <oasis:entry colname="col8">0.718</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>62.004</oasis:entry>  
         <oasis:entry colname="col10">106.970</oasis:entry>  
         <oasis:entry colname="col11">0.619</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.137</oasis:entry>  
         <oasis:entry colname="col13">0.449</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.883</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">11</oasis:entry>  
         <oasis:entry colname="col2">BS</oasis:entry>  
         <oasis:entry colname="col3">16.007</oasis:entry>  
         <oasis:entry colname="col4">122.442</oasis:entry>  
         <oasis:entry colname="col5">2.125</oasis:entry>  
         <oasis:entry colname="col6"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.516</oasis:entry>  
         <oasis:entry colname="col7">0.811</oasis:entry>  
         <oasis:entry colname="col8">0.276</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>2.480</oasis:entry>  
         <oasis:entry colname="col10">117.942</oasis:entry>  
         <oasis:entry colname="col11">2.415</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.468</oasis:entry>  
         <oasis:entry colname="col13">0.883</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.043</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">12</oasis:entry>  
         <oasis:entry colname="col2">BU</oasis:entry>  
         <oasis:entry colname="col3">8.894</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>75.511</oasis:entry>  
         <oasis:entry colname="col5">2.667</oasis:entry>  
         <oasis:entry colname="col6">0.247</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.957</oasis:entry>  
         <oasis:entry colname="col8">0.155</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>7.103</oasis:entry>  
         <oasis:entry colname="col10"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>73.760</oasis:entry>  
         <oasis:entry colname="col11">2.249</oasis:entry>  
         <oasis:entry colname="col12">0.278</oasis:entry>  
         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.953</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.124</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">13</oasis:entry>  
         <oasis:entry colname="col2">CA</oasis:entry>  
         <oasis:entry colname="col3">54.313</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>79.431</oasis:entry>  
         <oasis:entry colname="col5">0.904</oasis:entry>  
         <oasis:entry colname="col6">0.107</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.573</oasis:entry>  
         <oasis:entry colname="col8">0.812</oasis:entry>  
         <oasis:entry colname="col9">19.074</oasis:entry>  
         <oasis:entry colname="col10"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>60.781</oasis:entry>  
         <oasis:entry colname="col11">0.134</oasis:entry>  
         <oasis:entry colname="col12">0.461</oasis:entry>  
         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.825</oasis:entry>  
         <oasis:entry colname="col14">0.327</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">14</oasis:entry>  
         <oasis:entry colname="col2">CL</oasis:entry>  
         <oasis:entry colname="col3">10.130</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>45.570</oasis:entry>  
         <oasis:entry colname="col5">0.309</oasis:entry>  
         <oasis:entry colname="col6">0.689</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.703</oasis:entry>  
         <oasis:entry colname="col8">0.176</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>67.700</oasis:entry>  
         <oasis:entry colname="col10">46.992</oasis:entry>  
         <oasis:entry colname="col11">0.688</oasis:entry>  
         <oasis:entry colname="col12">0.259</oasis:entry>  
         <oasis:entry colname="col13">0.277</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.925</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">15</oasis:entry>  
         <oasis:entry colname="col2">CO</oasis:entry>  
         <oasis:entry colname="col3">36.823</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>108.629</oasis:entry>  
         <oasis:entry colname="col5">1.998</oasis:entry>  
         <oasis:entry colname="col6"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.256</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.759</oasis:entry>  
         <oasis:entry colname="col8">0.599</oasis:entry>  
         <oasis:entry colname="col9">22.317</oasis:entry>  
         <oasis:entry colname="col10"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>116.239</oasis:entry>  
         <oasis:entry colname="col11">1.334</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.409</oasis:entry>  
         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.830</oasis:entry>  
         <oasis:entry colname="col14">0.380</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">16</oasis:entry>  
         <oasis:entry colname="col2">CR</oasis:entry>  
         <oasis:entry colname="col3"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>12.628</oasis:entry>  
         <oasis:entry colname="col4">175.127</oasis:entry>  
         <oasis:entry colname="col5">3.605</oasis:entry>  
         <oasis:entry colname="col6"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.972</oasis:entry>  
         <oasis:entry colname="col7">0.083</oasis:entry>  
         <oasis:entry colname="col8"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.219</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>22.274</oasis:entry>  
         <oasis:entry colname="col10">168.708</oasis:entry>  
         <oasis:entry colname="col11">3.901</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.907</oasis:entry>  
         <oasis:entry colname="col13">0.181</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.379</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">17</oasis:entry>  
         <oasis:entry colname="col2">EA</oasis:entry>  
         <oasis:entry colname="col3">28.300</oasis:entry>  
         <oasis:entry colname="col4">66.400</oasis:entry>  
         <oasis:entry colname="col5">11.400</oasis:entry>  
         <oasis:entry colname="col6">0.352</oasis:entry>  
         <oasis:entry colname="col7">0.807</oasis:entry>  
         <oasis:entry colname="col8">0.474</oasis:entry>  
         <oasis:entry colname="col9">24.386</oasis:entry>  
         <oasis:entry colname="col10">67.477</oasis:entry>  
         <oasis:entry colname="col11">11.418</oasis:entry>  
         <oasis:entry colname="col12">0.349</oasis:entry>  
         <oasis:entry colname="col13">0.841</oasis:entry>  
         <oasis:entry colname="col14">0.413</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">18</oasis:entry>  
         <oasis:entry colname="col2">EU</oasis:entry>  
         <oasis:entry colname="col3">61.066</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>85.819</oasis:entry>  
         <oasis:entry colname="col5">0.859</oasis:entry>  
         <oasis:entry colname="col6">0.035</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.483</oasis:entry>  
         <oasis:entry colname="col8">0.875</oasis:entry>  
         <oasis:entry colname="col9">82.549</oasis:entry>  
         <oasis:entry colname="col10"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>125.636</oasis:entry>  
         <oasis:entry colname="col11">0.062</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.076</oasis:entry>  
         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.105</oasis:entry>  
         <oasis:entry colname="col14">0.992</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">19</oasis:entry>  
         <oasis:entry colname="col2">FT</oasis:entry>  
         <oasis:entry colname="col3"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>10.158</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>178.305</oasis:entry>  
         <oasis:entry colname="col5">4.848</oasis:entry>  
         <oasis:entry colname="col6"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.984</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.029</oasis:entry>  
         <oasis:entry colname="col8"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.176</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>17.805</oasis:entry>  
         <oasis:entry colname="col10">176.821</oasis:entry>  
         <oasis:entry colname="col11">5.054</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.951</oasis:entry>  
         <oasis:entry colname="col13">0.053</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.306</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">20</oasis:entry>  
         <oasis:entry colname="col2">GP</oasis:entry>  
         <oasis:entry colname="col3">9.799</oasis:entry>  
         <oasis:entry colname="col4">79.690</oasis:entry>  
         <oasis:entry colname="col5">5.275</oasis:entry>  
         <oasis:entry colname="col6">0.176</oasis:entry>  
         <oasis:entry colname="col7">0.970</oasis:entry>  
         <oasis:entry colname="col8">0.170</oasis:entry>  
         <oasis:entry colname="col9">2.122</oasis:entry>  
         <oasis:entry colname="col10">80.790</oasis:entry>  
         <oasis:entry colname="col11">5.598</oasis:entry>  
         <oasis:entry colname="col12">0.160</oasis:entry>  
         <oasis:entry colname="col13">0.986</oasis:entry>  
         <oasis:entry colname="col14">0.037</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">21</oasis:entry>  
         <oasis:entry colname="col2">IN</oasis:entry>  
         <oasis:entry colname="col3">60.494</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>30.403</oasis:entry>  
         <oasis:entry colname="col5">1.103</oasis:entry>  
         <oasis:entry colname="col6">0.425</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.249</oasis:entry>  
         <oasis:entry colname="col8">0.870</oasis:entry>  
         <oasis:entry colname="col9">30.740</oasis:entry>  
         <oasis:entry colname="col10">17.045</oasis:entry>  
         <oasis:entry colname="col11">0.528</oasis:entry>  
         <oasis:entry colname="col12">0.822</oasis:entry>  
         <oasis:entry colname="col13">0.252</oasis:entry>  
         <oasis:entry colname="col14">0.511</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">22</oasis:entry>  
         <oasis:entry colname="col2">JF</oasis:entry>  
         <oasis:entry colname="col3">35.000</oasis:entry>  
         <oasis:entry colname="col4">26.000</oasis:entry>  
         <oasis:entry colname="col5">0.507</oasis:entry>  
         <oasis:entry colname="col6">0.736</oasis:entry>  
         <oasis:entry colname="col7">0.359</oasis:entry>  
         <oasis:entry colname="col8">0.574</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>30.453</oasis:entry>  
         <oasis:entry colname="col10">60.181</oasis:entry>  
         <oasis:entry colname="col11">0.789</oasis:entry>  
         <oasis:entry colname="col12">0.429</oasis:entry>  
         <oasis:entry colname="col13">0.748</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.507</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">23</oasis:entry>  
         <oasis:entry colname="col2">JZ</oasis:entry>  
         <oasis:entry colname="col3">35.910</oasis:entry>  
         <oasis:entry colname="col4">70.166</oasis:entry>  
         <oasis:entry colname="col5">22.520</oasis:entry>  
         <oasis:entry colname="col6">0.275</oasis:entry>  
         <oasis:entry colname="col7">0.762</oasis:entry>  
         <oasis:entry colname="col8">0.587</oasis:entry>  
         <oasis:entry colname="col9">33.923</oasis:entry>  
         <oasis:entry colname="col10">70.693</oasis:entry>  
         <oasis:entry colname="col11">22.430</oasis:entry>  
         <oasis:entry colname="col12">0.274</oasis:entry>  
         <oasis:entry colname="col13">0.783</oasis:entry>  
         <oasis:entry colname="col14">0.558</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">24</oasis:entry>  
         <oasis:entry colname="col2">KE</oasis:entry>  
         <oasis:entry colname="col3">47.521</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>3.115</oasis:entry>  
         <oasis:entry colname="col5">2.831</oasis:entry>  
         <oasis:entry colname="col6">0.674</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.037</oasis:entry>  
         <oasis:entry colname="col8">0.738</oasis:entry>  
         <oasis:entry colname="col9">36.355</oasis:entry>  
         <oasis:entry colname="col10">9.218</oasis:entry>  
         <oasis:entry colname="col11">2.357</oasis:entry>  
         <oasis:entry colname="col12">0.795</oasis:entry>  
         <oasis:entry colname="col13">0.129</oasis:entry>  
         <oasis:entry colname="col14">0.593</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">25</oasis:entry>  
         <oasis:entry colname="col2">MA</oasis:entry>  
         <oasis:entry colname="col3">43.777</oasis:entry>  
         <oasis:entry colname="col4">149.205</oasis:entry>  
         <oasis:entry colname="col5">1.278</oasis:entry>  
         <oasis:entry colname="col6"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.620</oasis:entry>  
         <oasis:entry colname="col7">0.370</oasis:entry>  
         <oasis:entry colname="col8">0.692</oasis:entry>  
         <oasis:entry colname="col9">9.106</oasis:entry>  
         <oasis:entry colname="col10">133.230</oasis:entry>  
         <oasis:entry colname="col11">1.224</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.676</oasis:entry>  
         <oasis:entry colname="col13">0.719</oasis:entry>  
         <oasis:entry colname="col14">0.158</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">26</oasis:entry>  
         <oasis:entry colname="col2">MN</oasis:entry>  
         <oasis:entry colname="col3"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>3.037</oasis:entry>  
         <oasis:entry colname="col4">150.456</oasis:entry>  
         <oasis:entry colname="col5">51.300</oasis:entry>  
         <oasis:entry colname="col6"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.869</oasis:entry>  
         <oasis:entry colname="col7">0.492</oasis:entry>  
         <oasis:entry colname="col8"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.053</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>3.789</oasis:entry>  
         <oasis:entry colname="col10">150.080</oasis:entry>  
         <oasis:entry colname="col11">51.573</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.865</oasis:entry>  
         <oasis:entry colname="col13">0.498</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.066</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">27</oasis:entry>  
         <oasis:entry colname="col2">MO</oasis:entry>  
         <oasis:entry colname="col3">59.589</oasis:entry>  
         <oasis:entry colname="col4">78.880</oasis:entry>  
         <oasis:entry colname="col5">0.893</oasis:entry>  
         <oasis:entry colname="col6">0.098</oasis:entry>  
         <oasis:entry colname="col7">0.497</oasis:entry>  
         <oasis:entry colname="col8">0.862</oasis:entry>  
         <oasis:entry colname="col9">5.316</oasis:entry>  
         <oasis:entry colname="col10">86.493</oasis:entry>  
         <oasis:entry colname="col11">0.857</oasis:entry>  
         <oasis:entry colname="col12">0.061</oasis:entry>  
         <oasis:entry colname="col13">0.994</oasis:entry>  
         <oasis:entry colname="col14">0.093</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">28</oasis:entry>  
         <oasis:entry colname="col2">MS</oasis:entry>  
         <oasis:entry colname="col3">11.103</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>56.746</oasis:entry>  
         <oasis:entry colname="col5">4.070</oasis:entry>  
         <oasis:entry colname="col6">0.538</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.821</oasis:entry>  
         <oasis:entry colname="col8">0.193</oasis:entry>  
         <oasis:entry colname="col9">1.468</oasis:entry>  
         <oasis:entry colname="col10"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>53.682</oasis:entry>  
         <oasis:entry colname="col11">3.640</oasis:entry>  
         <oasis:entry colname="col12">0.592</oasis:entry>  
         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.805</oasis:entry>  
         <oasis:entry colname="col14">0.026</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">29</oasis:entry>  
         <oasis:entry colname="col2">NA</oasis:entry>  
         <oasis:entry colname="col3">48.709</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>78.167</oasis:entry>  
         <oasis:entry colname="col5">0.749</oasis:entry>  
         <oasis:entry colname="col6">0.135</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.646</oasis:entry>  
         <oasis:entry colname="col8">0.751</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>51.875</oasis:entry>  
         <oasis:entry colname="col10"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>48.699</oasis:entry>  
         <oasis:entry colname="col11">0.163</oasis:entry>  
         <oasis:entry colname="col12">0.407</oasis:entry>  
         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.464</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.787</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">30</oasis:entry>  
         <oasis:entry colname="col2">NB</oasis:entry>  
         <oasis:entry colname="col3"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>4.000</oasis:entry>  
         <oasis:entry colname="col4">139.000</oasis:entry>  
         <oasis:entry colname="col5">0.330</oasis:entry>  
         <oasis:entry colname="col6"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.753</oasis:entry>  
         <oasis:entry colname="col7">0.654</oasis:entry>  
         <oasis:entry colname="col8"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.070</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>46.155</oasis:entry>  
         <oasis:entry colname="col10">114.429</oasis:entry>  
         <oasis:entry colname="col11">0.989</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.286</oasis:entry>  
         <oasis:entry colname="col13">0.631</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.721</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">31</oasis:entry>  
         <oasis:entry colname="col2">ND</oasis:entry>  
         <oasis:entry colname="col3">58.664</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>89.003</oasis:entry>  
         <oasis:entry colname="col5">0.701</oasis:entry>  
         <oasis:entry colname="col6">0.009</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.520</oasis:entry>  
         <oasis:entry colname="col8">0.854</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>60.423</oasis:entry>  
         <oasis:entry colname="col10">123.324</oasis:entry>  
         <oasis:entry colname="col11">0.106</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.271</oasis:entry>  
         <oasis:entry colname="col13">0.412</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.870</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">32</oasis:entry>  
         <oasis:entry colname="col2">NH</oasis:entry>  
         <oasis:entry colname="col3">13.000</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>12.000</oasis:entry>  
         <oasis:entry colname="col5">2.700</oasis:entry>  
         <oasis:entry colname="col6">0.953</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.203</oasis:entry>  
         <oasis:entry colname="col8">0.225</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>1.873</oasis:entry>  
         <oasis:entry colname="col10"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>3.134</oasis:entry>  
         <oasis:entry colname="col11">2.543</oasis:entry>  
         <oasis:entry colname="col12">0.998</oasis:entry>  
         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.055</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.033</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">33</oasis:entry>  
         <oasis:entry colname="col2">NI</oasis:entry>  
         <oasis:entry colname="col3">6.868</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>168.868</oasis:entry>  
         <oasis:entry colname="col5">3.255</oasis:entry>  
         <oasis:entry colname="col6"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.974</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.192</oasis:entry>  
         <oasis:entry colname="col8">0.120</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>5.356</oasis:entry>  
         <oasis:entry colname="col10"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>176.147</oasis:entry>  
         <oasis:entry colname="col11">3.227</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.993</oasis:entry>  
         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.067</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.093</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">34</oasis:entry>  
         <oasis:entry colname="col2">NZ</oasis:entry>  
         <oasis:entry colname="col3">55.578</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>90.096</oasis:entry>  
         <oasis:entry colname="col5">1.360</oasis:entry>  
         <oasis:entry colname="col6"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.001</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.565</oasis:entry>  
         <oasis:entry colname="col8">0.825</oasis:entry>  
         <oasis:entry colname="col9">49.949</oasis:entry>  
         <oasis:entry colname="col10"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>95.741</oasis:entry>  
         <oasis:entry colname="col11">0.563</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.064</oasis:entry>  
         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.640</oasis:entry>  
         <oasis:entry colname="col14">0.765</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">35</oasis:entry>  
         <oasis:entry colname="col2">OK</oasis:entry>  
         <oasis:entry colname="col3">55.421</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>82.859</oasis:entry>  
         <oasis:entry colname="col5">0.845</oasis:entry>  
         <oasis:entry colname="col6">0.071</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.563</oasis:entry>  
         <oasis:entry colname="col8">0.823</oasis:entry>  
         <oasis:entry colname="col9">4.138</oasis:entry>  
         <oasis:entry colname="col10"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>70.042</oasis:entry>  
         <oasis:entry colname="col11">0.072</oasis:entry>  
         <oasis:entry colname="col12">0.340</oasis:entry>  
         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.937</oasis:entry>  
         <oasis:entry colname="col14">0.072</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">36</oasis:entry>  
         <oasis:entry colname="col2">ON</oasis:entry>  
         <oasis:entry colname="col3">48.351</oasis:entry>  
         <oasis:entry colname="col4">142.415</oasis:entry>  
         <oasis:entry colname="col5">2.853</oasis:entry>  
         <oasis:entry colname="col6"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.527</oasis:entry>  
         <oasis:entry colname="col7">0.405</oasis:entry>  
         <oasis:entry colname="col8">0.747</oasis:entry>  
         <oasis:entry colname="col9">33.309</oasis:entry>  
         <oasis:entry colname="col10">134.502</oasis:entry>  
         <oasis:entry colname="col11">2.625</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.586</oasis:entry>  
         <oasis:entry colname="col13">0.596</oasis:entry>  
         <oasis:entry colname="col14">0.549</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">37</oasis:entry>  
         <oasis:entry colname="col2">PA</oasis:entry>  
         <oasis:entry colname="col3">0.000</oasis:entry>  
         <oasis:entry colname="col4">0.000</oasis:entry>  
         <oasis:entry colname="col5">0.000</oasis:entry>  
         <oasis:entry colname="col6">1.000</oasis:entry>  
         <oasis:entry colname="col7">0.000</oasis:entry>  
         <oasis:entry colname="col8">0.000</oasis:entry>  
         <oasis:entry colname="col9"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>59.330</oasis:entry>  
         <oasis:entry colname="col10">94.900</oasis:entry>  
         <oasis:entry colname="col11">0.803</oasis:entry>  
         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.044</oasis:entry>  
         <oasis:entry colname="col13">0.508</oasis:entry>  
         <oasis:entry colname="col14"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.860</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">38</oasis:entry>  
         <oasis:entry colname="col2">PM</oasis:entry>  
         <oasis:entry colname="col3">54.058</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>90.347</oasis:entry>  
         <oasis:entry colname="col5">0.907</oasis:entry>  
         <oasis:entry colname="col6"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.004</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.587</oasis:entry>  
         <oasis:entry colname="col8">0.810</oasis:entry>  
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       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">39</oasis:entry>  
         <oasis:entry colname="col2">PS</oasis:entry>  
         <oasis:entry colname="col3"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>1.200</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>45.800</oasis:entry>  
         <oasis:entry colname="col5">1.000</oasis:entry>  
         <oasis:entry colname="col6">0.697</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.717</oasis:entry>  
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       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">40</oasis:entry>  
         <oasis:entry colname="col2">RI</oasis:entry>  
         <oasis:entry colname="col3">36.700</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>105.200</oasis:entry>  
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       <oasis:row>  
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         <oasis:entry colname="col3">54.999</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>85.752</oasis:entry>  
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       <oasis:row>  
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         <oasis:entry colname="col2">SB</oasis:entry>  
         <oasis:entry colname="col3">10.610</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>32.990</oasis:entry>  
         <oasis:entry colname="col5">8.440</oasis:entry>  
         <oasis:entry colname="col6">0.824</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.535</oasis:entry>  
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         <oasis:entry colname="col13"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.507</oasis:entry>  
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       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">43</oasis:entry>  
         <oasis:entry colname="col2">SC</oasis:entry>  
         <oasis:entry colname="col3">48.625</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>81.454</oasis:entry>  
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         <oasis:entry colname="col6">0.098</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.654</oasis:entry>  
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       <oasis:row>  
         <oasis:entry colname="col1">44</oasis:entry>  
         <oasis:entry colname="col2">SL</oasis:entry>  
         <oasis:entry colname="col3">63.121</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>97.084</oasis:entry>  
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         <oasis:entry colname="col9">40.224</oasis:entry>  
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       <oasis:row>  
         <oasis:entry colname="col1">45</oasis:entry>  
         <oasis:entry colname="col2">SO</oasis:entry>  
         <oasis:entry colname="col3">58.789</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>81.637</oasis:entry>  
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       <oasis:row>  
         <oasis:entry colname="col1">46</oasis:entry>  
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         <oasis:entry colname="col3">19.529</oasis:entry>  
         <oasis:entry colname="col4">135.017</oasis:entry>  
         <oasis:entry colname="col5">1.478</oasis:entry>  
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         <oasis:entry colname="col12"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.587</oasis:entry>  
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       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">47</oasis:entry>  
         <oasis:entry colname="col2">SU</oasis:entry>  
         <oasis:entry colname="col3">55.447</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>72.955</oasis:entry>  
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         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.542</oasis:entry>  
         <oasis:entry colname="col8">0.824</oasis:entry>  
         <oasis:entry colname="col9">42.103</oasis:entry>  
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       <oasis:row>  
         <oasis:entry colname="col1">48</oasis:entry>  
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         <oasis:entry colname="col6">0.728</oasis:entry>  
         <oasis:entry colname="col7"><inline-formula><mml:math display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.603</oasis:entry>  
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       <oasis:row>  
         <oasis:entry colname="col1">49</oasis:entry>  
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         <oasis:entry colname="col3">19.524</oasis:entry>  
         <oasis:entry colname="col4">112.175</oasis:entry>  
         <oasis:entry colname="col5">1.514</oasis:entry>  
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       <oasis:row>  
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         <oasis:entry colname="col5">9.300</oasis:entry>  
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       <oasis:row>  
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     </oasis:tbody>
   </oasis:tgroup><?xmltex \end{scaleboxenv}?></oasis:table></table-wrap>

      <p>Although the rates of plate acceleration/deceleration are very small, they
are real and thus indicate that impulse (force times time) due to changes
in plate momentums (plate mass times velocity) are what causes deformations
within the Earth and on its surface. Thus one of our early tasks was to
display the individual plate motion absolute velocity vectors for the 52
plates utilizing the absolute rotation Euler pole data of Table 1 on a
global rectangular grid having 5 arcmin spacing (see Fig. 8).</p>
      <p>Earthquakes occur as a result from the release of strain that
accumulates in the Earth, and those strains, in turn, result from plate
motions. Therefore, this dependency proves that the maximum energy for
seismicity is similarly bounded. Thus, we contend that this new knowledge of
plate acceleration/deceleration opens a new portal through which earthquakes
and lithospheric strain accumulation must now be viewed. We can now state
that there will never be a magnitude 12 earthquake. We can also confidently
state that there will never be a magnitude 11 earthquake. We cannot rule out
the possibility that earthquakes of a very low magnitude 10 might occur.
This is because the seismicity time constant for strain build-up in the
crust is on the order of thousands of years, and we only have barely a
century of seismicity observations. Furthermore, at the present GPS receiver
sensitivities, nearly 100 years of GPS observations are required to directly
assess present-day plate acceleration.</p><?xmltex \hack{\vspace{-4mm}}?><?xmltex \floatpos{t}?><fig id="Ch1.F10"><caption><p>Angular momentum vs. Myr for 4448 individual filtered plate data
over 62–0 Myr of Bowin (2010) and their sum (black circles). Plate ID for plates:
AF (Africa, dark grey), AN (Antarctica, dark blue), CA (Caribbean, dark green), CO (Cocos, yellow green), EN
(Eurasia, light yellow), IN (India, pale yellow), NA (North America, dark yellow), NZ (Nazca, orange), PA (Pacific, red), and
SA (South America, light grey).</p></caption>
        <?xmltex \igopts{width=170.716535pt}?><graphic xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015-f10.pdf"/>

      </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F11" specific-use="star"><caption><p>Mercator map of oceanic magnetic anomalies and transform faults.
Scanned copy of the original 1986 illustration.</p></caption>
        <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015-f11.pdf"/>

      </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F12" specific-use="star"><caption><p>World view of deformation index value (1–1000) based on a global
topographic grid at 5 arcmin spacing. At each grid location, the
maximum relief in meters of the location with the eight adjacent surrounding
locations is divided by 5 to obtain its deformation index value.</p></caption>
        <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015-f12.pdf"/>

      </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F13"><caption><p>Deformation index values sorted lowest to greatest value vs. sort
point number. Note that more than the first 6 million values have
values less than 50, and that accounts for the white areas in Fig. 12.</p></caption>
        <?xmltex \igopts{width=170.716535pt}?><graphic xlink:href="https://se.copernicus.org/articles/6/1075/2015/se-6-1075-2015-f13.pdf"/>

      </fig>

</sec>
<sec id="Ch1.S4">
  <title>What is going on inside the Earth?</title>
      <p>Bowin (2010) demonstrated that it is the sinking of the positive phase
change mass anomalies of the subducted lithosphere that drive plate
tectonics. The present locations of those positive mass anomalies are most
clearly revealed in the spherical harmonic degree 4–10 coefficient packet of
the Earth's potential field. As the linear bands of subducted lithosphere
gradually shift locations, so, too, will the degree 4–10 and
order coefficients change that delineate their location pattern within the degree
4–10 packet. Indeed, many questions of Earth history could be better
answered if we knew how the Earth's past potential coefficients differed
from today's. But, alas, we do not and cannot. According to classical geodesy
we have to assume that the absolute motion of the Pacific Plate at any time
results from instantaneous integration of responses to all internal Earth
mass anomalies. However, Fig. 10 suggests that other plates may vary their
momentums more rapidly than this Pacific Plate example. Although the
resultant momentum Pacific Plate vectors remained near constant but
had different rates for tens of millions of years during the Emperor and
Hawaiian seamount times, the direction changed azimuth by 60<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> within
about 4 million years.</p>
      <p><?xmltex \hack{\newpage}?>Figure 8 provides a present-day sample of how the Earth is behaving after
its motion changed from the Emperor seamount chain northward mantle motion
era to the Hawaiian seamount construction era of westward mantle motion. In
particular, note that the absolute easterly motion of the direction of the
Pacific Plate, from the north end of the Tonga trench to the south end
of the Yap trench, is essentially at 90<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> to the northerly motion of
the adjacent Australian (Au) Plate to the south. An inability to
satisfactorily visualize the interface between a northern down-going
subduction limb of an Australian thermal convection roller cell and a
side-slipping transcurrent portion of a Pacific roller thermal-driven
convection cell led Bowin (2010) to reject that scenario as not being
credible. And bear in mind that this geometric setting would have persisted
for more than 40 Myr.</p>
      <p>Whereas Fig. 8 illustrates the absolute vector motions of the present 52
plates, Fig. 11 summarizes the global patterns of oceanic linear magnetic
anomalies and transform faults, and thereby records a history of past
events. Particularly striking is the apparent consistency shown by the
magnetic record for the separation of North and South America from Africa
with the opening of the Atlantic Ocean since the Middle Jurassic. This
matching of the coastlines was noted in the initial ideas of continental
drift by Wegener (1912). The bold-labeled numbers (2, 2a, 2b, 3a, 3b, 4a, 4b,
4c, 5) illustrate the migration progression of a pattern of plate
propagation extended south from the South Pacific, separating Australia from
Antarctica and continuing westward across the Indian Ocean into the Gulf
of Aden and then up the Red Sea to the Gulf of Aqaba (Bowin, 1974). It was
not until nearly 36 years later that Bowin (2010) recognized that that
beginning of that extension of the South Pacific spreading into the Indian Ocean
realm began at the time of the bend in the Emperor–Hawaiian seamount chain
(46 Myr). And it appears to have begun with the wedge-shaped opening
(spreading) of the Tasman Sea off eastern Australia (labeled 2). Then the
Pacific Plate spreading progressed southward (2a, 2b), to progressing
westward, separating Australia from Antarctica (3a, 3b), and continuing
through time to progress westward, moving India northward towards Eurasia,
and then opening the Gulf of Aden and hence the Red Sea, to now the Gulf of
Aqaba. A southwest-trending branch of a closely spaced young pattern of
spreading and transform offsets can also be seen emanating from the triple-junction
point in the Indian Ocean east of Madagascar. This branch coincides
with that classified as ultraslow-spreading ocean ridges (Dick et al.,
2003).</p>
      <p>The remnant of a former Mesozoic triple junction remains evident in the
magnetic anomaly pattern in the western Pacific Ocean basins (Fig. 9). In
the eastern portion of the central and North Pacific Ocean basin, note the
appearance of several south–north-trending propagations of axes of
spreading there, with some dominating over a former trend. Besides the fact
that the magnetic age reversal timescale has given us an extremely valuable
record into past events, our brief overview of oceanic magnetic anomaly
patterns has demonstrated that plate tectonic motions are not chaotic. The
motions seem rather slow and steady. Even the 60<inline-formula><mml:math display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula> change in azimuth of
lithosphere flow that accompanied the “bend” in the Emperor–Hawaiian
seamount chain trend near 46 Myr appeared to have not affected the spreading
in the Atlantic Ocean, although it did coincide with the beginning of a
significant rearrangement of continents in the Southern Hemisphere. The band
of positive geoid anomalies in the degree 4–10 packet (Fig. 4, degrees 4–10)
shows good agreement with the absolute plate motion vectors for present-day
plate motions (Fig. 8), supporting the phase-change conclusion of Bowin (2010). Unfortunately, we cannot satisfactorily estimate what the Earth's
spherical harmonic degree 4–10 coefficients were for the time period before
the bend (say, 90–50 Kyr). Without such a quantitative understanding of a
period before the bend with a period after the bend, the best estimates of
rates of Earth's internal mass redistributions will remain those of Fig. 4.</p>
      <p>We have now become forced to assume the Earth's spherical harmonic
coefficients for degrees 4–10 must change with time to meet the evolving
location pattern of dense phase-change subducted lithosphere and periodotic
material. Perhaps one should consider that the coefficients for harmonic
degrees 2–3 may also evolve with time, and that the locations of the Indian
Low (Sri Lanka Low) and New Guinea High locations may also shift with time.
But it it appears to be only the smaller mass anomalies of the falling
dense masses of the phase change mass anomalies that conserve the angular
momentum of the global plate tectonic system. The unanswered question now
shifts to the following: how does such a planetary system of conservation of angular
momentum become activated?<?xmltex \hack{\vspace{-3mm}}?></p>
</sec>
<sec id="Ch1.S5" sec-type="conclusions">
  <title>Quantifying a deformation index value</title>
      <p>Since we can now view “mountain building” deformation as resulting from
changes of momentum or impulse, how might such deformations be quantized?
Topographic perturbations from a global mean value are a first-order measure
of a degree of uplift or subsidence that has occurred in a region, but we
sought a deformation index value that would be more relevant than simply a
local topographic mean or standard deviation or a combination value. Our
selection for this initial test of a deformation index value is to use, at
each 5 arcmin pixel, the maximum absolute topographic difference with
its eight adjacent neighboring pixels. We used this as a way to estimate the
absolute maximum local topographic relief value at each grid location as a
stand-in for a deformation index value.</p>
      <p>Figure 12 presents our first global view of approximately 9 million
maximum topographic relief values at 5 arcmin spacing using a color
scale where the topographic relief in meters is divided by 5 so that the
resulting deformation index value lies between 1 and 1000. Here, in addition
to the orange and reds associated with the mountainous belts of the
Himalayan and Andean ranges, and island arcs of the world, they also locate
many of the undersea rises of the southwest Indian Ocean, western Pacific
Ocean, and North and South Atlantic mid-ocean rises. And in the
northwestern Pacific Ocean basin, a series of non-red nearly east–west-trending,
quasi-equally spaced fracture zone features stand out. We are
also struck (and puzzled) by the great abundance of yellow and orange colors
from topographic relief in the western central Pacific region. It stands out
as a unique part of the world. If deformation index values less than 50 are
ignored, and those above 50 are sorted from lowest to highest, then a plot
like Fig. 13 results. Figure 13 also helps clarify that over 6 million grid
locations in the world map of Fig. 12 have deformation index values of
less than 50 and hence are white on that map.</p>
</sec>

      
      </body>
    <back><app-group>
        <supplementary-material position="anchor"><p><bold>The Supplement related to this article is available online at <inline-supplementary-material xlink:href="http://dx.doi.org/10.5194/se-6-1075-2015-supplement" xlink:title="zip">doi:10.5194/se-6-1075-2015-supplement</inline-supplementary-material>.</bold></p></supplementary-material>
        </app-group><ack><title>Acknowledgements</title><p>We wish to thank the following for helping us in solving a variety of
problems in developing and maintaining functioning computer hardware and
software systems: Warren Sass, Christine Hammond, Randy Manchester, Eric
Cunningham, Tim Barber, Vladimir Smirov, and Gregory Pike. Jack Cook and
Christina Cuellar helped assemble and format convert tables and
illustrations, as well as aiding final manuscript preparation. C. O. Bowin thanks
the Woods Hole Oceanographic Institution for USD 1500 annual emeritus
research support, in 2015 reduced to USD 781. He also thanks the editorial staff and manuscript editor for their support.<?xmltex \hack{\newline}?><?xmltex \hack{\newline}?>
Edited by: J. C. Afonso</p></ack><?xmltex \hack{\newpage}?><?xmltex \hack{\newpage}?><ref-list>
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