<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">GEP</journal-id><journal-title-group><journal-title>Journal of Geoscience and Environment Protection</journal-title></journal-title-group><issn pub-type="epub">2327-4336</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/gep.2017.58006</article-id><article-id pub-id-type="publisher-id">GEP-78091</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Earth&amp;Environmental Sciences</subject></subj-group></article-categories><title-group><article-title>
 
 
  Possible Influence of Arctic Oscillation on Winter Visibility over Eastern China
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Yu</surname><given-names>Gu</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>Xiaomeng</surname><given-names>Shi</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jilin</surname><given-names>Sun</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>Qingdao Engineering Technology Research Center for Meteorological Disaster Prevention, Qingdao Meteorological Bureau, Qingdao, China</addr-line></aff><aff id="aff1"><addr-line>Physical Oceanography Laboratory, Ocean-Atmosphere Interaction and Climate Laboratory, Ocean University of China, Qingdao, China</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>zxk668@126.com(XS)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>18</day><month>07</month><year>2017</year></pub-date><volume>05</volume><issue>08</issue><fpage>56</fpage><lpage>62</lpage><history><date date-type="received"><day>April</day>	<month>19,</month>	<year>2017</year></date><date date-type="rev-recd"><day>Accepted:</day>	<month>July</month>	<year>29,</year>	</date><date date-type="accepted"><day>August</day>	<month>1,</month>	<year>2017</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  NCEP/NCAR reanalysis data, the Arctic Oscillation (AO) index and the atmospheric visibility (Vis) data at 134 sites in eastern China (ECN) are used to investigate the possible influence of AO on the wintertime weather and Vis over ECN. A higher relative humidity (RH, compared with the normal year) is identified over ECN in the winters with a positive phase of AO, and the wind anomaly is generally inshore in the coast areas of China. All these processes are consistent with Vis degradation over ECN. On the contrary, in the winters with a negative phase of AO, a lower RH can be identified over ECN, and the wind anomaly is generally offshore, which is favorable for Vis improvement.
 
</p></abstract><kwd-group><kwd>The Arctic Oscillation</kwd><kwd> Eastern China</kwd><kwd> Winter</kwd><kwd> Atmospheric Visibility</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>In the winter of the northern hemisphere, the Arctic is usually controlled by the low-pressure system, and the mid-latitudes are usually controlled by the high- pressure system. The difference between the Arctic and the mid-latitudes is called the Arctic Oscillation [<xref ref-type="bibr" rid="scirp.78091-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.78091-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.78091-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.78091-ref4">4</xref>] . AO can be divided into positive phase and negative phase [<xref ref-type="bibr" rid="scirp.78091-ref5">5</xref>] . When AO is in the positive phase, the air pressure difference between the Arctic and mid-latitudes is high, which is not conducive to the Arctic cold air southward transmission. On the contrary, the regional pressure difference of the Arctic and mid-latitudes is low with AO in the negative phase, so that the Arctic cold air is easier to expand to the mid-latitudes [<xref ref-type="bibr" rid="scirp.78091-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.78091-ref7">7</xref>] . Arctic Oscillation intensity has obvious seasonal changes; the winter is the season with the most significant AO mode and the strongest variability [<xref ref-type="bibr" rid="scirp.78091-ref8">8</xref>] [<xref ref-type="bibr" rid="scirp.78091-ref9">9</xref>] .</p><p>As an important indicator of the quality of the atmospheric environment, Vis has a great impact on traffic and people’s daily lives [<xref ref-type="bibr" rid="scirp.78091-ref10">10</xref>] . There are many factors influencing the winter Vis over ECN. In addition to the anthropogenic factors such as the atmosphere pollutants emissions of factories, it has close links with meteorological factors such as RH and wind field [<xref ref-type="bibr" rid="scirp.78091-ref11">11</xref>] . On the one hand, there is a negative correlation between Vis and RH. The lower RH leads to the improvement of Vis [<xref ref-type="bibr" rid="scirp.78091-ref12">12</xref>] . This is because the more water vapor in the atmosphere is conducive to the hygroscopic growth of the aerosol particles, and the water vapor itself absorbs light and scattered light [<xref ref-type="bibr" rid="scirp.78091-ref13">13</xref>] . On the other hand, the Vis will be improved when the wind field is conducive to the proliferation, dilution and sedimentation of atmospheric particles.</p><p>When the AO is in the negative phase, the cold air in winter Arctic is easy to spread southward, leading to the occurrence of cold tide [<xref ref-type="bibr" rid="scirp.78091-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.78091-ref7">7</xref>] . The weather is usually windy and dry with cold tide [<xref ref-type="bibr" rid="scirp.78091-ref13">13</xref>] . The dry air is not conducive to the formation and hygroscopic growth of the aerosol particles and strong winds is conducive to the diffusion and sedimentation of atmospheric pollutants, so that the atmospheric Vis improves. On the contrary, when the AO is in the positive phase, the cold air in winter Arctic is not easy to spread southward, and the cold tide occurs less [<xref ref-type="bibr" rid="scirp.78091-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.78091-ref7">7</xref>] . So the humid air is conducive to the hygroscopic growth of the aerosol particles, and some meteorological factors besides the wind field are detrimental to the diffusion and sedimentation of pollutants, thereby reducing the atmospheric Vis.</p><p>In this paper, we analyze the changes of atmospheric RH and wind field over ECN winters with AO in different phases to find out the relation between AO and the Vis.</p><p>The results of the study on Influence of AO on Winter Vis over ECN have some reference value for atmospheric Vis prediction and medium-long term forecast of haze. And it has important practical significance for social and economic development, the people’s production and transportation safety of the region.</p></sec><sec id="s2"><title>2. Data and Methods</title><p>The RH and wind field data (the resolution is 2.5˚ &#215; 2.5˚) were derived from the monthly-mean data of the National Center for Environmental Prediction and the Center for Atmospheric Research (NCEP/NCAR).</p><p>The AO Index monthly data is derived from the National Weather Service Climate Prediction Center.</p><p>The Vis data of ECN is extracted from the Global Summary of Day (GSOD).</p></sec><sec id="s3"><title>3. Influence of AO in Winter on the RH and Wind Field over ECN</title><sec id="s3_1"><title>3.1. Selection of the Month</title><p>Using the AO index monthly data to draw December, January and February AO index line chart (<xref ref-type="fig" rid="fig1">Figure 1</xref>).</p><fig id="fig1"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref></label><caption><title> The trend of the arctic oscillation monthly index (December, January and February) from 1973 to 2012</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/6-2170435x2.png"/></fig><p>In this figure, the red line is zero and the two green lines are straight lines with AO index of 1 and −1. Some typical months were selected as the positive AO month from those with AO index greater than 1. And the negative AO month were selected from those with AO index less than −1.</p></sec><sec id="s3_2"><title>3.2. Impact of AO in Winter on the RH and Wind Field</title><p>The study of the RH and wind field with AO in different phases found that when the AO is in the positive phase (<xref ref-type="fig" rid="fig2">Figure 2</xref>(a)), the RH over ECN in winter is higher than the normal year. When the AO is in the negative phase (<xref ref-type="fig" rid="fig2">Figure 2</xref>(b)), a lower RH can be identified over ECN. In general, there is a negative correlation between Vis and RH. The lower RH leads to the improvement of Vis. This is because the more water vapor in the atmosphere is conducive to the hygroscopic growth of the aerosol particles, and the water vapor itself absorbs and scattered light [<xref ref-type="bibr" rid="scirp.78091-ref13">13</xref>] . Therefore, in the winters with a positive phase of AO, a higher RH can be identified over ECN, which is not conducive for Vis improvement. And the lower RH is favorable for Vis improvement when AO is in the negative phase.</p><p>From the wind field anomaly (<xref ref-type="fig" rid="fig2">Figure 2</xref>), when AO is in the positive phase, the wind anomaly is generally inshore in the coast areas of China, suggesting weakening of the East Asia winter monsoon associated with inefficient downwind transport, diffusion and dilution of the anthropogenic pollutants originated from ECN, which is consistent with Vis degradation over ECN. On the contrary, in the winters with a negative phase of AO, the wind anomaly is generally offshore, the strengthened East Asia winter monsoon (associated with an enhancement of the downwind transport, diffusion and dilution of the pollutants) are favorable for Vis improvement.</p><fig-group id="fig2"><label><xref ref-type="fig" rid="fig2">Figure 2</xref></label><caption><title> The wind fields and relative humidity anomaly over ECN in winter at 850 hPa with the arctic oscillation in (a) positive phase and (b) negative phase.</title></caption><fig id ="fig2_1"><label> (b)</label><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/6-2170435x3.png"/></fig><fig id ="fig2_2"><label></label><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/6-2170435x4.png"/></fig></fig-group></sec></sec><sec id="s4"><title>4. Relationship between AO and Vis in ECN</title><p>Because of the economic development and the increasing emission of anthropogenic pollutants, the Vis over ECN has declined year by year in recent 40 years [<xref ref-type="bibr" rid="scirp.78091-ref13">13</xref>] . The trend of average atmospheric Vis of 134 stations over ECN in the winter (December to the following year) from 1973 to 2012 was shown in <xref ref-type="fig" rid="fig3">Figure 3</xref>. The trend equation is</p><disp-formula id="scirp.78091-formula52"><graphic  xlink:href="http://html.scirp.org/file/6-2170435x5.png"  xlink:type="simple"/></disp-formula><p>In order to study the influence of AO on the atmospheric Vis, we remove the factors of anthropogenic emissions. The Vis perturbation is obtained by subtracting the trend equation from the actual value of winter atmospheric Vis over ECN, then compared with the winter AO yearly index (after standardization), as shown in <xref ref-type="fig" rid="fig4">Figure 4</xref>. It can be seen that AO index is inversely proportional to winter Vis perturbation over ECN, and the high values of AO index often correspond to the low values of Vis perturbation, while the low AO index correspond to the low Vis perturbation.</p></sec><sec id="s5"><title>5. Summary</title><p>The influence of AO on Winter Vis over ECN is mainly reflected in: When AO is in the positive phase, the RH over ECN is higher than that in the normal year, which is favorable to the secondary formation and hygroscopic growth of the aerosol particles in the atmosphere. And the increase of the water vapor in the</p><fig id="fig3"  position="float"><label><xref ref-type="fig" rid="fig3">Figure 3</xref></label><caption><title> The trend of the visibility and the trend equation over ECN in winter from 1973 to 2012</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/6-2170435x6.png"/></fig><fig id="fig4"  position="float"><label><xref ref-type="fig" rid="fig4">Figure 4</xref></label><caption><title> The trend of the visibility perturbation and the arctic oscillation index over ECN in winter from 1973 to 2012</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/6-2170435x7.png"/></fig><p>atmosphere will enhance the absorption and scattering of light. The wind anomaly is generally inshore in the coast areas of China, suggesting weakening of the East Asia winter monsoon associated with inefficient downwind transport, diffusion and dilution of the anthropogenic pollutants originated from ECN, which is consistent with Vis degradation over ECN. On the contrary, in the winter with a negative phase of AO, a lower RH can be identified over ECN, and the wind anomaly is generally offshore, which is favorable for Vis improvement.</p><p>Because of the economic development and the increasing emission of anthropogenic pollutants, the Vis over ECN has declined year by year in recent 40 years. AO index is inversely proportional to winter Vis perturbation over ECN, and the high values of AO index often correspond to the low values of Vis perturbation, while the low AO index corresponds to the low Vis perturbation.</p><p>The results of the study on influence of AO on winter Vis over ECN have some reference values for atmospheric Vis prediction and medium-long term forecast of haze.</p></sec><sec id="s6"><title>Acknowledgements</title><p>Author thanks Dr. Qu Wenjun for the guidance and suggestions. This work was supported by Qingdao Bureau Research Subject for Youth (2016qdqxq9), Marine Public Welfare Project (20105018) and National Natural Science Foundation of China (41276012, 41430963).</p></sec><sec id="s7"><title>Cite this paper</title><p>Gu, Y., Shi, X.M. and Sun, J.L. (2017) Possible Influence of Arctic Oscillation on Winter Visibility over Eastern China. 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