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<front>
<journal-meta>
<journal-id journal-id-type="publisher">NHESS</journal-id>
<journal-title-group>
<journal-title>Natural Hazards and Earth System Sciences</journal-title>
<abbrev-journal-title abbrev-type="publisher">NHESS</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Nat. Hazards Earth Syst. Sci.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1684-9981</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/nhess-10-121-2010</article-id>
<title-group>
<article-title>Water vapour distribution at urban scale using high-resolution numerical weather model and spaceborne SAR interferometric data</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Pichelli</surname>
<given-names>E.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ferretti</surname>
<given-names>R.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Cimini</surname>
<given-names>D.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Perissin</surname>
<given-names>D.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Montopoli</surname>
<given-names>M.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Marzano</surname>
<given-names>F. S.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Pierdicca</surname>
<given-names>N.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department Physics, University of L&apos;Aquila/CETEMPS, L&apos;Aquila, Italy</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Institute of Space and Earth Information Science, Chinese University of Hong Kong, Hong Kong, China</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Department Electronic Engineering, Sapienza University of Rome, Rome, Italy</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Department of Electrical and Information Engineering, University of L&apos;Aquila, L&apos;Aquila, Italy</addr-line>
</aff>
<pub-date pub-type="epub">
<day>22</day>
<month>01</month>
<year>2010</year>
</pub-date>
<volume>10</volume>
<issue>1</issue>
<fpage>121</fpage>
<lpage>132</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2010 E. Pichelli et al.</copyright-statement>
<copyright-year>2010</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://nhess.copernicus.org/articles/10/121/2010/nhess-10-121-2010.html">This article is available from https://nhess.copernicus.org/articles/10/121/2010/nhess-10-121-2010.html</self-uri>
<self-uri xlink:href="https://nhess.copernicus.org/articles/10/121/2010/nhess-10-121-2010.pdf">The full text article is available as a PDF file from https://nhess.copernicus.org/articles/10/121/2010/nhess-10-121-2010.pdf</self-uri>
<abstract>
<p>The local distribution of water vapour in the urban area of Rome has been
studied using both a high resolution mesoscale model (MM5) and Earth Remote
Sensing-1 (ERS-1) satellite radar data. Interferometric Synthetic Aperture
Radar (InSAR) techniques, after the removal of all other geometric effects,
estimate excess path length variation between two different SAR acquisitions
(Atmospheric Phase Screen: APS). APS are strictly related to the variations
of the water vapour content along the radar line of sight. To the aim of
assessing the MM5 ability to reproduce the gross features of the Integrated
Water Vapour (IWV) spatial distribution, as a first step ECMWF IWV has been
used as benchmark against which the high resolution MM5 model and InSAR APS
maps have been compared. As a following step, the high resolution IWV MM5
maps have been compared with both InSAR and surface meteorological data. The
results show that the high resolution IWV model maps compare well with the
InSAR ones. Support to this finding is obtained by semivariogram analysis
that clearly shows good agreement beside from a model bias.</p>
</abstract>
<counts><page-count count="12"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple">Collier, C. G.: The impact of urban areas on weather, Q. J. Roy. Meteor. Soc., 132, 1–25, 2006.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Dandou, A., Tombrou, M., Akylas, E., Soulakellis, N., and Bossioli, E.: Development and evaluation of an urban parameterization scheme in the Penn State/NCAR Mesoscale Model (MM5), J. Geophys. Res., 110, D10102, https://doi.org/10.1029/2004JD005192, 2005.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Davis, J. L., Herring, L. T. A., Shapiro, I. I., Rogers, A. E., and Elgered, G.: Geodesy by radio interferometry: Effects of atmospheric modelling errors on estimates of baseline length, Radio Sci., 20, 1593–1607, 1985.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Dudhia, J.: A nonhydrostatic version of the Penn State-NCAR Mesoscale Model: validation tests and simulation of an atlantic cyclone and cold front, Mon. Weather Rev., 129, 1493–-1513, 1993.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Ferretti, A., Prati, C., and Rocca, F.: Permanent Scatterers in SAR Interferometry, IEEE TGARS, 39(1), 8–20, https://doi.org/10.1109/36.898661, 2001.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Ferretti, A., Colesanti, C., Perissin, D., Prati, C., and Rocca, F.: Evaluating the effect of the observation time on the distibution of SAR Permanent Scatterers, Proceedings of FRINGE03, Frascati, Italy, December 2003a.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Ferretti, R., Mastrantonio, G., Argentini, S., Santoleri, L., and Viola, A.: A model-aided investigation of winter thermally driven circulation in the Italian Tyrrhenian coast for a case study, J. Geophys. Res., 108(D24), 4777–4792, 2003b.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Ferretti, R. and Raffaele, F.: Impact of the urban modification on the circulation of the Milan urban area. Part I: Model simulations and observations, Q. J. Roy. Meteor. Soc., submitted, 2009.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Foster, J., Brooks, B., Cherubini, T., Shacat, C., Businger, S., and Werner, C. L.: Mitigating atmospheric noise for InSAR using a high resolution weather model, Geophys. Res. Lett., 33, L16304, https://doi.org/10.1029/2006GL026781, 2006.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Hanssen, R. F., Weckwerth, T. M., Zebker, H. A., and Klees, R.: High-resolution water vapour mapping from interferometric radar measurements, Science, 283, 1297–1299, 1999.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Hong, S.-Y. and Pan, H.-L.: Nonlocal boundary layer vertical diffusion in medium-range forecast model, Mon. Weather Rev., 124, 2322–2339, 1996.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Kain, J. S. and Fritsch, J. M.: Convective parameterization for mesoscale models: the Kain-Fritsch scheme, Meteor. Mon., 24(46), 165–170, 1993.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Kain, J. S.: The Kain-Fritsch convective parameterization: an update, J. Appl. Meteorol., 43(1), 170–181, 2004.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Kuo, Y.-H., Guo, Y.-R., and Westwater, E.: Assimilation of precipitable water measurement into a mesoscale numerical model, Mon. Weather Rev., 121, 1215–1238, 1993.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Kuo, Y.-H., Zou, X., and Guo, Y.-R.: Variational assimilation of precipitable water using a nonhydrostatic mesoscale adjoint model. Part I: Moisture retrieval and sensitivity experiments, Mon. Weather Rev., 124, 122–147, 1996.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Onn, F. and Zebker, H. A.: Correction for interferometric synthetic aperture radar atmospheric phase artifacts using time series of zenith wet delay observations from a GPS network, J. Geophys. Res., 111, B09102, https://doi.org/10.1029/2005JB004012, 2006.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Reisner, J., Rasmussen, R., and Bruintjes, R.: Explicit forecasting of supercooled liquid water in winter storms using the MM5 mesoscale model, Q. J. Roy. Meteor. Soc., 124, 1071–1107, 1998.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Rotunno, R. and Ferretti, R.: Mechanisms of intense Alpine rainfall, J. Atmos. Sci., 58, 1732–1749, 2001.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Rotunno, R. and Ferretti, R.: Orographyc analysis of rainfall in MAP cases IOP2B and IOP8, Q. J. Roy. Meteor. Soc., 129B, 373–390, 2003.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Solheim, F. S., Vivekanandan, J., Ware, R., and Rocken, C.: Propagation delays induced in GPS signals by dry air, water vapour, hydrometeors, and other particulates, J. Geophys. Res., 104(D8), 9663–9670, 1999.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Stephens, G. L.: The parametrization of radiation for numerical Weather prediction and climate models, Mon. Weather Rev., 112, 826–867, 1984.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Webley, P. W., Bingley, R. M., Dodson, A. H., Wadge, G., Waugh, S. J., and James, I. N.: Atmospheric water vapour correction to InSAR surface motion measurements on mountains: results from a dense GPS network on Mount Etna, Phys. Chem. Earth 27, 363–370, 2002.</mixed-citation>
</ref>
</ref-list>
</back>
</article>