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Video innovation for precise extreme wind assessment - WTW
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return false;"> Spanish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Bermuda </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-bm' class="country-selector__languages" aria-label="Willis Towers Watson Bermuda website in English, click to navigate to website" data-current_country="Bermuda" data-current_language="English" data-menu_text="Bermuda | English" onclick="switchLanguage('/en-bm','/en-bm', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Brazil </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/pt-br' class="country-selector__languages" aria-label="Willis Towers Watson Brazil website in Portuguese, click to navigate to website" data-current_country="Brazil" data-current_language="Portuguese" data-menu_text="Brazil | Portuguese" onclick="switchLanguage('/pt-br','/pt-br', this); return false;"> Portuguese</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Canada </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-ca' class="country-selector__languages" aria-label="Willis Towers Watson Canada website in English, click to navigate to website" data-current_country="Canada" data-current_language="English" data-menu_text="Canada | English" onclick="switchLanguage('/en-ca','/en-ca', this); return false;"> English</a> </li> <li class="d-inline-block"> <a href='/fr-ca' class="country-selector__languages" aria-label="Willis Towers Watson Canada website in French, click to navigate to website" data-current_country="Canada" data-current_language="French" data-menu_text="Canada | French" onclick="switchLanguage('/fr-ca','/fr-ca', this); return false;"> French</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Chile </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/es-cl' class="country-selector__languages" aria-label="Willis Towers Watson Chile website in Spanish, click to navigate to website" data-current_country="Chile" data-current_language="Spanish" data-menu_text="Chile | Spanish" onclick="switchLanguage('/es-cl','/es-cl', this); return false;"> Spanish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Colombia </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/es-co' class="country-selector__languages" aria-label="Willis Towers Watson Colombia website in Spanish, click to navigate to website" data-current_country="Colombia" data-current_language="Spanish" data-menu_text="Colombia | Spanish" onclick="switchLanguage('/es-co','/es-co', this); return false;"> Spanish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Costa Rica </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/es-cr' class="country-selector__languages" aria-label="Willis Towers Watson Costa Rica website in Spanish, click to navigate to website" data-current_country="Costa Rica" data-current_language="Spanish" data-menu_text="Costa Rica | Spanish" onclick="switchLanguage('/es-cr','/es-cr', this); return false;"> Spanish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">El Salvador </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/es-sv' class="country-selector__languages" aria-label="Willis Towers Watson El Salvador website in Spanish, click to navigate to website" data-current_country="El Salvador" data-current_language="Spanish" data-menu_text="El Salvador | Spanish" onclick="switchLanguage('/es-sv','/es-sv', this); return false;"> Spanish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Guatemala </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/es-gt' class="country-selector__languages" aria-label="Willis Towers Watson Guatemala website in Spanish, click to navigate to website" data-current_country="Guatemala" data-current_language="Spanish" data-menu_text="Guatemala | Spanish" onclick="switchLanguage('/es-gt','/es-gt', this); return false;"> Spanish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Honduras </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/es-hn' class="country-selector__languages" aria-label="Willis Towers Watson Honduras website in Spanish, click to navigate to website" data-current_country="Honduras" data-current_language="Spanish" data-menu_text="Honduras | Spanish" onclick="switchLanguage('/es-hn','/es-hn', this); return false;"> Spanish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Mexico </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/es-mx' class="country-selector__languages" aria-label="Willis Towers Watson Mexico website in Spanish, click to navigate to website" data-current_country="Mexico" data-current_language="Spanish" data-menu_text="Mexico | Spanish" onclick="switchLanguage('/es-mx','/es-mx', this); return false;"> Spanish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Nicaragua </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/es-ni' class="country-selector__languages" aria-label="Willis Towers Watson Nicaragua website in Spanish, click to navigate to website" data-current_country="Nicaragua" data-current_language="Spanish" data-menu_text="Nicaragua | Spanish" onclick="switchLanguage('/es-ni','/es-ni', this); return false;"> Spanish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Panama </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/es-pa' class="country-selector__languages" aria-label="Willis Towers Watson Panama website in Spanish, click to navigate to website" data-current_country="Panama" data-current_language="Spanish" data-menu_text="Panama | Spanish" onclick="switchLanguage('/es-pa','/es-pa', this); return false;"> Spanish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Peru </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/es-pe' class="country-selector__languages" aria-label="Willis Towers Watson Peru website in Spanish, click to navigate to website" data-current_country="Peru" data-current_language="Spanish" data-menu_text="Peru | Spanish" onclick="switchLanguage('/es-pe','/es-pe', this); return false;"> Spanish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">United States </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-us' class="country-selector__languages" aria-label="Willis Towers Watson United States website in English, click to navigate to website" data-current_country="United States" data-current_language="English" data-menu_text="United States | English" onclick="switchLanguage('/en-us','/en-us', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Venezuela </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/es-ve' class="country-selector__languages" aria-label="Willis Towers Watson Venezuela website in Spanish, click to navigate to website" data-current_country="Venezuela" data-current_language="Spanish" data-menu_text="Venezuela | Spanish" onclick="switchLanguage('/es-ve','/es-ve', this); return false;"> Spanish</a> </li> </ul> </td> </tr> </tbody> </table> </div> </div> </div> <div class="country-selector__accordion-item"> <button class="collapsed btn heading-4 container country-selector__accordion-btn" type="button" data-toggle="collapse" data-target="#region1" aria-expanded="false" aria-controls="region1" id="region-1" aria-label="Accordion menu, Asia-Pacific locations, click to expand / collapse the list of websites and languages available" data-etlabel="internal_link_click" data-selabel="Location Selector" data-ewlabel="Choose your location" data-cdlabel="Asia-Pacific" data-cilabel="/sitecore/content/WTW/contact-us" data-ctlabel="Region Open" onclick="if ($(this).hasClass('collapsed')) { $(this).data('ctlabel', 'Region Open') } else { $(this).data('ctlabel', 'Region Close') } linkClick(this);"> <span class="row align-items-center"> <span class="col-12 col-md-9 text-left">Asia-Pacific</span> </span> <span class="material-symbols-outlined country-selector__icon" aria-hidden="true">arrow_drop_down</span> </button> <div id="region1" class="container collapse" aria-labelledby="region-1" data-parent="#country-accordion"> <div class="row table-responsive"> <table class="col col-12 table"> <caption> List of website locations and languages available in Asia-Pacific </caption> <thead> <tr> <th scope="col">Location</th> <th scope="col">Languages Available</th> </tr> </thead> <tbody> <tr> <td class="heading-6 align-text-top">Australia </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-au' class="country-selector__languages" aria-label="Willis Towers Watson Australia website in English, click to navigate to website" data-current_country="Australia" data-current_language="English" data-menu_text="Australia | English" onclick="switchLanguage('/en-au','/en-au', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">China </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='https://www.wtwco.cn/zh-cn' class="country-selector__languages" aria-label="Willis Towers Watson China website in Simplified Chinese, click to navigate to website" data-current_country="China" data-current_language="Simplified Chinese" data-menu_text="China | Simplified Chinese" onclick="switchLanguage('/zh-cn','https://www.wtwco.cn/zh-cn', this); return false;"> Simplified Chinese</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Hong Kong (China, SAR) </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-hk' class="country-selector__languages" aria-label="Willis Towers Watson Hong Kong (China, SAR) website in English, click to navigate to website" data-current_country="Hong Kong (China, SAR)" data-current_language="English" data-menu_text="Hong Kong (China, SAR) | English" onclick="switchLanguage('/en-hk','/en-hk', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">India </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-in' class="country-selector__languages" aria-label="Willis Towers Watson India website in English, click to navigate to website" data-current_country="India" data-current_language="English" data-menu_text="India | English" onclick="switchLanguage('/en-in','/en-in', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Indonesia </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-id' class="country-selector__languages" aria-label="Willis Towers Watson Indonesia website in English, click to navigate to website" data-current_country="Indonesia" data-current_language="English" data-menu_text="Indonesia | English" onclick="switchLanguage('/en-id','/en-id', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Japan </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/ja-jp' class="country-selector__languages" aria-label="Willis Towers Watson Japan website in Japanese, click to navigate to website" data-current_country="Japan" data-current_language="Japanese" data-menu_text="Japan | Japanese" onclick="switchLanguage('/ja-jp','/ja-jp', this); return false;"> Japanese</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Korea </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/ko-kr' class="country-selector__languages" aria-label="Willis Towers Watson Korea website in Korean, click to navigate to website" data-current_country="Korea" data-current_language="Korean" data-menu_text="Korea | Korean" onclick="switchLanguage('/ko-kr','/ko-kr', this); return false;"> Korean</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Malaysia </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-my' class="country-selector__languages" aria-label="Willis Towers Watson Malaysia website in English, click to navigate to website" data-current_country="Malaysia" data-current_language="English" data-menu_text="Malaysia | English" onclick="switchLanguage('/en-my','/en-my', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">New Zealand </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-nz' class="country-selector__languages" aria-label="Willis Towers Watson New Zealand website in English, click to navigate to website" data-current_country="New Zealand" data-current_language="English" data-menu_text="New Zealand | English" onclick="switchLanguage('/en-nz','/en-nz', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Philippines </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-ph' class="country-selector__languages" aria-label="Willis Towers Watson Philippines website in English, click to navigate to website" data-current_country="Philippines" data-current_language="English" data-menu_text="Philippines | English" onclick="switchLanguage('/en-ph','/en-ph', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Singapore </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-sg' class="country-selector__languages" aria-label="Willis Towers Watson Singapore website in English, click to navigate to website" data-current_country="Singapore" data-current_language="English" data-menu_text="Singapore | English" onclick="switchLanguage('/en-sg','/en-sg', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Taiwan </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/zh-tw' class="country-selector__languages" aria-label="Willis Towers Watson Taiwan website in Traditional Chinese, click to navigate to website" data-current_country="Taiwan" data-current_language="Traditional Chinese" data-menu_text="Taiwan | Traditional Chinese" onclick="switchLanguage('/zh-tw','/zh-tw', this); return false;"> Traditional Chinese</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Thailand </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-th' class="country-selector__languages" aria-label="Willis Towers Watson Thailand website in English, click to navigate to website" data-current_country="Thailand" data-current_language="English" data-menu_text="Thailand | English" onclick="switchLanguage('/en-th','/en-th', this); return false;"> English</a> </li> <li class="d-inline-block"> <a href='/th-th' class="country-selector__languages" aria-label="Willis Towers Watson Thailand website in Thai, click to navigate to website" data-current_country="Thailand" data-current_language="Thai" data-menu_text="Thailand | Thai" onclick="switchLanguage('/th-th','/th-th', this); return false;"> Thai</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Vietnam </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-vn' class="country-selector__languages" aria-label="Willis Towers Watson Vietnam website in English, click to navigate to website" data-current_country="Vietnam" data-current_language="English" data-menu_text="Vietnam | English" onclick="switchLanguage('/en-vn','/en-vn', this); return false;"> English</a> </li> </ul> </td> </tr> </tbody> </table> </div> </div> </div> <div class="country-selector__accordion-item"> <button class="collapsed btn heading-4 container country-selector__accordion-btn" type="button" data-toggle="collapse" data-target="#region2" aria-expanded="false" aria-controls="region2" id="region-2" aria-label="Accordion menu, Europe locations, click to expand / collapse the list of websites and languages available" data-etlabel="internal_link_click" data-selabel="Location Selector" data-ewlabel="Choose your location" data-cdlabel="Europe" data-cilabel="/sitecore/content/WTW/contact-us" data-ctlabel="Region Open" onclick="if ($(this).hasClass('collapsed')) { $(this).data('ctlabel', 'Region Open') } else { $(this).data('ctlabel', 'Region Close') } linkClick(this);"> <span class="row align-items-center"> <span class="col-12 col-md-9 text-left">Europe</span> </span> <span class="material-symbols-outlined country-selector__icon" aria-hidden="true">arrow_drop_down</span> </button> <div id="region2" class="container collapse" aria-labelledby="region-2" data-parent="#country-accordion"> <div class="row table-responsive"> <table class="col col-12 table"> <caption> List of website locations and languages available in Europe </caption> <thead> <tr> <th scope="col">Location</th> <th scope="col">Languages Available</th> </tr> </thead> <tbody> <tr> <td class="heading-6 align-text-top">Austria </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/de-at' class="country-selector__languages" aria-label="Willis Towers Watson Austria website in German, click to navigate to website" data-current_country="Austria" data-current_language="German" data-menu_text="Austria | German" onclick="switchLanguage('/de-at','/de-at', this); return false;"> German</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Belgium </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-be' class="country-selector__languages" aria-label="Willis Towers Watson Belgium website in English, click to navigate to website" data-current_country="Belgium" data-current_language="English" data-menu_text="Belgium | English" onclick="switchLanguage('/en-be','/en-be', this); return false;"> English</a> </li> <li class="d-inline-block"> <a href='/fr-be' class="country-selector__languages" aria-label="Willis Towers Watson Belgium website in French, click to navigate to website" data-current_country="Belgium" data-current_language="French" data-menu_text="Belgium | French" onclick="switchLanguage('/fr-be','/fr-be', this); return false;"> French</a> </li> <li class="d-inline-block"> <a href='/nl-be' class="country-selector__languages" aria-label="Willis Towers Watson Belgium website in Flemish, click to navigate to website" data-current_country="Belgium" data-current_language="Flemish" data-menu_text="Belgium | Flemish" onclick="switchLanguage('/nl-be','/nl-be', this); return false;"> Flemish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Croatia </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-hr' class="country-selector__languages" aria-label="Willis Towers Watson Croatia website in English, click to navigate to website" data-current_country="Croatia" data-current_language="English" data-menu_text="Croatia | English" onclick="switchLanguage('/en-hr','/en-hr', this); return false;"> English</a> </li> <li class="d-inline-block"> <a href='/hr-hr' class="country-selector__languages" aria-label="Willis Towers Watson Croatia website in Croatian, click to navigate to website" data-current_country="Croatia" data-current_language="Croatian" data-menu_text="Croatia | Croatian" onclick="switchLanguage('/hr-hr','/hr-hr', this); return false;"> Croatian</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Czech Republic </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-cz' class="country-selector__languages" aria-label="Willis Towers Watson Czech Republic website in English, click to navigate to website" data-current_country="Czech Republic" data-current_language="English" data-menu_text="Czech Republic | English" onclick="switchLanguage('/en-cz','/en-cz', this); return false;"> English</a> </li> <li class="d-inline-block"> <a href='/cs-cz' class="country-selector__languages" aria-label="Willis Towers Watson Czech Republic website in Czech, click to navigate to website" data-current_country="Czech Republic" data-current_language="Czech" data-menu_text="Czech Republic | Czech" onclick="switchLanguage('/cs-cz','/cs-cz', this); return false;"> Czech</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Denmark </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/da-dk' class="country-selector__languages" aria-label="Willis Towers Watson Denmark website in Danish, click to navigate to website" data-current_country="Denmark" data-current_language="Danish" data-menu_text="Denmark | Danish" onclick="switchLanguage('/da-dk','/da-dk', this); return false;"> Danish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Finland </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/fi-fi' class="country-selector__languages" aria-label="Willis Towers Watson Finland website in Finnish, click to navigate to website" data-current_country="Finland" data-current_language="Finnish" data-menu_text="Finland | Finnish" onclick="switchLanguage('/fi-fi','/fi-fi', this); return false;"> Finnish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">France </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/fr-fr' class="country-selector__languages" aria-label="Willis Towers Watson France website in French, click to navigate to website" data-current_country="France" data-current_language="French" data-menu_text="France | French" onclick="switchLanguage('/fr-fr','/fr-fr', this); return false;"> French</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Germany </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/de-de' class="country-selector__languages" aria-label="Willis Towers Watson Germany website in German, click to navigate to website" data-current_country="Germany" data-current_language="German" data-menu_text="Germany | German" onclick="switchLanguage('/de-de','/de-de', this); return false;"> German</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Greece </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/el-gr' class="country-selector__languages" aria-label="Willis Towers Watson Greece website in Greek, click to navigate to website" data-current_country="Greece" data-current_language="Greek" data-menu_text="Greece | Greek" onclick="switchLanguage('/el-gr','/el-gr', this); return false;"> Greek</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Hungary </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/hu-hu' class="country-selector__languages" aria-label="Willis Towers Watson Hungary website in Hungarian, click to navigate to website" data-current_country="Hungary" data-current_language="Hungarian" data-menu_text="Hungary | Hungarian" onclick="switchLanguage('/hu-hu','/hu-hu', this); return false;"> Hungarian</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Ireland </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-ie' class="country-selector__languages" aria-label="Willis Towers Watson Ireland website in English, click to navigate to website" data-current_country="Ireland" data-current_language="English" data-menu_text="Ireland | English" onclick="switchLanguage('/en-ie','/en-ie', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Italy </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/it-it' class="country-selector__languages" aria-label="Willis Towers Watson Italy website in Italian, click to navigate to website" data-current_country="Italy" data-current_language="Italian" data-menu_text="Italy | Italian" onclick="switchLanguage('/it-it','/it-it', this); return false;"> Italian</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Kazakhstan </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/kk-kz' class="country-selector__languages" aria-label="Willis Towers Watson Kazakhstan website in Kazakh, click to navigate to website" data-current_country="Kazakhstan" data-current_language="Kazakh" data-menu_text="Kazakhstan | Kazakh" onclick="switchLanguage('/kk-kz','/kk-kz', this); return false;"> Kazakh</a> </li> <li class="d-inline-block"> <a href='/ru-kz' class="country-selector__languages" aria-label="Willis Towers Watson Kazakhstan website in Russian, click to navigate to website" data-current_country="Kazakhstan" data-current_language="Russian" data-menu_text="Kazakhstan | Russian" onclick="switchLanguage('/ru-kz','/ru-kz', this); return false;"> Russian</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Luxembourg </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/fr-lu' class="country-selector__languages" aria-label="Willis Towers Watson Luxembourg website in French, click to navigate to website" data-current_country="Luxembourg" data-current_language="French" data-menu_text="Luxembourg | French" onclick="switchLanguage('/fr-lu','/fr-lu', this); return false;"> French</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Netherlands </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/nl-nl' class="country-selector__languages" aria-label="Willis Towers Watson Netherlands website in Dutch, click to navigate to website" data-current_country="Netherlands" data-current_language="Dutch" data-menu_text="Netherlands | Dutch" onclick="switchLanguage('/nl-nl','/nl-nl', this); return false;"> Dutch</a> </li> <li class="d-inline-block"> <a href='/en-nl' class="country-selector__languages" aria-label="Willis Towers Watson Netherlands website in English, click to navigate to website" data-current_country="Netherlands" data-current_language="English" data-menu_text="Netherlands | English" onclick="switchLanguage('/en-nl','/en-nl', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Norway </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/nn-no' class="country-selector__languages" aria-label="Willis Towers Watson Norway website in Norwegian, click to navigate to website" data-current_country="Norway" data-current_language="Norwegian" data-menu_text="Norway | Norwegian" onclick="switchLanguage('/nn-no','/nn-no', this); return false;"> Norwegian</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Poland </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/pl-pl' class="country-selector__languages" aria-label="Willis Towers Watson Poland website in Polish, click to navigate to website" data-current_country="Poland" data-current_language="Polish" data-menu_text="Poland | Polish" onclick="switchLanguage('/pl-pl','/pl-pl', this); return false;"> Polish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Portugal </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/pt-pt' class="country-selector__languages" aria-label="Willis Towers Watson Portugal website in Portuguese, click to navigate to website" data-current_country="Portugal" data-current_language="Portuguese" data-menu_text="Portugal | Portuguese" onclick="switchLanguage('/pt-pt','/pt-pt', this); return false;"> Portuguese</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Romania </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/ro-ro' class="country-selector__languages" aria-label="Willis Towers Watson Romania website in Romanian, click to navigate to website" data-current_country="Romania" data-current_language="Romanian" data-menu_text="Romania | Romanian" onclick="switchLanguage('/ro-ro','/ro-ro', this); return false;"> Romanian</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Serbia </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/sr-rs' class="country-selector__languages" aria-label="Willis Towers Watson Serbia website in Serbian, click to navigate to website" data-current_country="Serbia" data-current_language="Serbian" data-menu_text="Serbia | Serbian" onclick="switchLanguage('/sr-rs','/sr-rs', this); return false;"> Serbian</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Slovakia </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/sk-sk' class="country-selector__languages" aria-label="Willis Towers Watson Slovakia website in Slovak, click to navigate to website" data-current_country="Slovakia" data-current_language="Slovak" data-menu_text="Slovakia | Slovak" onclick="switchLanguage('/sk-sk','/sk-sk', this); return false;"> Slovak</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Spain </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/es-es' class="country-selector__languages" aria-label="Willis Towers Watson Spain website in Spanish, click to navigate to website" data-current_country="Spain" data-current_language="Spanish" data-menu_text="Spain | Spanish" onclick="switchLanguage('/es-es','/es-es', this); return false;"> Spanish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Sweden </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-se' class="country-selector__languages" aria-label="Willis Towers Watson Sweden website in English, click to navigate to website" data-current_country="Sweden" data-current_language="English" data-menu_text="Sweden | English" onclick="switchLanguage('/en-se','/en-se', this); return false;"> English</a> </li> <li class="d-inline-block"> <a href='/sv-se' class="country-selector__languages" aria-label="Willis Towers Watson Sweden website in Swedish, click to navigate to website" data-current_country="Sweden" data-current_language="Swedish" data-menu_text="Sweden | Swedish" onclick="switchLanguage('/sv-se','/sv-se', this); return false;"> Swedish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Switzerland </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-ch' class="country-selector__languages" aria-label="Willis Towers Watson Switzerland website in English, click to navigate to website" data-current_country="Switzerland" data-current_language="English" data-menu_text="Switzerland | English" onclick="switchLanguage('/en-ch','/en-ch', this); return false;"> English</a> </li> <li class="d-inline-block"> <a href='/fr-ch' class="country-selector__languages" aria-label="Willis Towers Watson Switzerland website in French, click to navigate to website" data-current_country="Switzerland" data-current_language="French" data-menu_text="Switzerland | French" onclick="switchLanguage('/fr-ch','/fr-ch', this); return false;"> French</a> </li> <li class="d-inline-block"> <a href='/de-ch' class="country-selector__languages" aria-label="Willis Towers Watson Switzerland website in German, click to navigate to website" data-current_country="Switzerland" data-current_language="German" data-menu_text="Switzerland | German" onclick="switchLanguage('/de-ch','/de-ch', this); return false;"> German</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Turkey </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/tr-tr' class="country-selector__languages" aria-label="Willis Towers Watson Turkey website in Turkish, click to navigate to website" data-current_country="Turkey" data-current_language="Turkish" data-menu_text="Turkey | Turkish" onclick="switchLanguage('/tr-tr','/tr-tr', this); return false;"> Turkish</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Ukraine </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/uk-ua' class="country-selector__languages" aria-label="Willis Towers Watson Ukraine website in Ukrainian, click to navigate to website" data-current_country="Ukraine" data-current_language="Ukrainian" data-menu_text="Ukraine | Ukrainian" onclick="switchLanguage('/uk-ua','/uk-ua', this); return false;"> Ukrainian</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">United Kingdom </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-gb' class="country-selector__languages" aria-label="Willis Towers Watson United Kingdom website in English, click to navigate to website" data-current_country="United Kingdom" data-current_language="English" data-menu_text="United Kingdom | English" onclick="switchLanguage('/en-gb','/en-gb', this); return false;"> English</a> </li> </ul> </td> </tr> </tbody> </table> </div> </div> </div> <div class="country-selector__accordion-item"> <button class="collapsed btn heading-4 container country-selector__accordion-btn" type="button" data-toggle="collapse" data-target="#region3" aria-expanded="false" aria-controls="region3" id="region-3" aria-label="Accordion menu, Middle East and Africa locations, click to expand / collapse the list of websites and languages available" data-etlabel="internal_link_click" data-selabel="Location Selector" data-ewlabel="Choose your location" data-cdlabel="Middle East and Africa" data-cilabel="/sitecore/content/WTW/contact-us" data-ctlabel="Region Open" onclick="if ($(this).hasClass('collapsed')) { $(this).data('ctlabel', 'Region Open') } else { $(this).data('ctlabel', 'Region Close') } linkClick(this);"> <span class="row align-items-center"> <span class="col-12 col-md-9 text-left">Middle East and Africa</span> </span> <span class="material-symbols-outlined country-selector__icon" aria-hidden="true">arrow_drop_down</span> </button> <div id="region3" class="container collapse" aria-labelledby="region-3" data-parent="#country-accordion"> <div class="row table-responsive"> <table class="col col-12 table"> <caption> List of website locations and languages available in Middle East and Africa </caption> <thead> <tr> <th scope="col">Location</th> <th scope="col">Languages Available</th> </tr> </thead> <tbody> <tr> <td class="heading-6 align-text-top">Cameroon </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-cm' class="country-selector__languages" aria-label="Willis Towers Watson Cameroon website in English, click to navigate to website" data-current_country="Cameroon" data-current_language="English" data-menu_text="Cameroon | English" onclick="switchLanguage('/en-cm','/en-cm', this); return false;"> English</a> </li> <li class="d-inline-block"> <a href='/fr-cm' class="country-selector__languages" aria-label="Willis Towers Watson Cameroon website in French, click to navigate to website" data-current_country="Cameroon" data-current_language="French" data-menu_text="Cameroon | French" onclick="switchLanguage('/fr-cm','/fr-cm', this); return false;"> French</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Congo </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/fr-cd' class="country-selector__languages" aria-label="Willis Towers Watson Congo website in French, click to navigate to website" data-current_country="Congo" data-current_language="French" data-menu_text="Congo | French" onclick="switchLanguage('/fr-cd','/fr-cd', this); return false;"> French</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Egypt </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-eg' class="country-selector__languages" aria-label="Willis Towers Watson Egypt website in English, click to navigate to website" data-current_country="Egypt" data-current_language="English" data-menu_text="Egypt | English" onclick="switchLanguage('/en-eg','/en-eg', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Ghana </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-gh' class="country-selector__languages" aria-label="Willis Towers Watson Ghana website in English, click to navigate to website" data-current_country="Ghana" data-current_language="English" data-menu_text="Ghana |English" onclick="switchLanguage('/en-gh','/en-gh', this); return false;">English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Ivory Coast </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/fr-ci' class="country-selector__languages" aria-label="Willis Towers Watson Ivory Coast website in French, click to navigate to website" data-current_country="Ivory Coast" data-current_language="French" data-menu_text="Ivory Coast | French" onclick="switchLanguage('/fr-ci','/fr-ci', this); return false;"> French</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Israel </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-il' class="country-selector__languages" aria-label="Willis Towers Watson Israel website in English, click to navigate to website" data-current_country="Israel" data-current_language="English" data-menu_text="Israel | English" onclick="switchLanguage('/en-il','/en-il', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Jordan </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-jo' class="country-selector__languages" aria-label="Willis Towers Watson Jordan website in English, click to navigate to website" data-current_country="Jordan" data-current_language="English" data-menu_text="Jordan | English" onclick="switchLanguage('/en-jo','/en-jo', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Kenya </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-ke' class="country-selector__languages" aria-label="Willis Towers Watson Kenya website in English, click to navigate to website" data-current_country="Kenya" data-current_language="English" data-menu_text="Kenya | English" onclick="switchLanguage('/en-ke','/en-ke', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Kuwait </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-kw' class="country-selector__languages" aria-label="Willis Towers Watson Kuwait website in English, click to navigate to website" data-current_country="Kuwait" data-current_language="English" data-menu_text="Kuwait | English" onclick="switchLanguage('/en-kw','/en-kw', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Mauritius </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-mu' class="country-selector__languages" aria-label="Willis Towers Watson Mauritius website in English, click to navigate to website" data-current_country="Mauritius" data-current_language="English" data-menu_text="Mauritius | English" onclick="switchLanguage('/en-mu','/en-mu', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Nigeria </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-ng' class="country-selector__languages" aria-label="Willis Towers Watson Nigeria website in English, click to navigate to website" data-current_country="Nigeria" data-current_language="English" data-menu_text="Nigeria | English" onclick="switchLanguage('/en-ng','/en-ng', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Saudi Arabia </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-sa' class="country-selector__languages" aria-label="Willis Towers Watson Saudi Arabia website in English, click to navigate to website" data-current_country="Saudi Arabia" data-current_language="English" data-menu_text="Saudi Arabia | English" onclick="switchLanguage('/en-sa','/en-sa', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Senegal </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/fr-sn' class="country-selector__languages" aria-label="Willis Towers Watson Senegal website in French, click to navigate to website" data-current_country="Senegal" data-current_language="French" data-menu_text="Senegal | French" onclick="switchLanguage('/fr-sn','/fr-sn', this); return false;"> French</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">South Africa </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-za' class="country-selector__languages" aria-label="Willis Towers Watson South Africa website in English, click to navigate to website" data-current_country="South Africa" data-current_language="English" data-menu_text="South Africa | English" onclick="switchLanguage('/en-za','/en-za', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">UAE </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-ae' class="country-selector__languages" aria-label="Willis Towers Watson UAE website in English, click to navigate to website" data-current_country="UAE" data-current_language="English" data-menu_text="UAE | English" onclick="switchLanguage('/en-ae','/en-ae', this); return false;"> English</a> </li> </ul> </td> </tr> <tr> <td class="heading-6 align-text-top">Uganda </td> <td> <ul class="text-left p-0 m-0"> <li class="d-inline-block"> <a href='/en-ug' class="country-selector__languages" aria-label="Willis Towers Watson Uganda website in English, click to navigate to website" data-current_country="Uganda" data-current_language="English" data-menu_text="Uganda | English" onclick="switchLanguage('/en-ug','/en-ug', this); return false;"> English</a> </li> </ul> </td> </tr> </tbody> </table> </div> </div> </div> </div> <script> function switchLanguage(link, href, ele) { if (link === href) { createLanguageCookie(link, ele); } window.location.href = href; } function createLanguageCookie(link, ele) { window.dataLayer = window.dataLayer || []; window.dataLayer.push({ 'event': 'change_country_site', 'previous_country': 'Thailand', 'previous_language': 'English', 'current_country': $(ele).data('current_country'), 'current_language': $(ele).data('current_language'), 'eyebrow_field': 'Choose your location', 'card_text': $(ele).data('menu_text'), 'sitecore_component': 'Location Selector', 'component_category': 'Choose your location', 'card_item': '/sitecore/content/WTW' }); var strLang = link.substring(1, link.length); setCookie("userPreferredLang", strLang, 365); } function setCookie(cname, cvalue, exdays) { var d = new Date(); d.setTime(d.getTime() + (exdays * 24 * 60 * 60 * 1000)); var expires = "expires=" + d.toGMTString(); document.cookie = cname + "=" + cvalue + ";" + expires + ";path=/"; } </script> </div> </div> </div> </div> <button class="tab-trap-button sr-only"></button> </div> </nav> <div class="col d-flex justify-content-center align-items-center site-nav-border-l site-nav-border-r"> <a href="https://www.wtwco.com/en-th" class="site-nav__logo p-2" onclick="linkClick(this);" data-etlabel="header_navigation" data-selabel="Logo" data-ewlabel="Logo (header)" data-cdlabel="WTW" data-cilabel="/sitecore/content/WTW" aria-label="Willis Towers Watson; Click to navigate to the homepage"> <div class="d-block d-lg-none"> <img src="https://media.wtwco.com/-/media/WTW/Logo/Logo_Mobile.svg?iar=0&modified=20240701125225&imgeng=meta_true&hash=C16FDBB4DD613110BB98E6E6A6B405A3" alt="Willis Towers Watson Logo" /> </div> <div class="d-none d-lg-block"> <img src="https://media.wtwco.com/-/media/WTW/Logo/Logo_Desktop.svg?iar=0&modified=20240701125225&imgeng=meta_true&hash=56F49BEC51919C8E565A890FBF0C1B85" alt="Willis Towers Watson Logo" /> </div> </a> </div> <button class="btn btn-lg site-nav__btn site-nav__btn--search-menu" data-menu="search-menu-is-visible" aria-expanded="false" aria-controls="search-menu" onclick="if (!$('body').hasClass('search-menu-is-visible')) { $(this).data('ctlabel', 'Opened Search') } else { $(this).data('ctlabel', 'Closed Search') } linkClick(this);" data-etlabel="internal_link_click" data-selabel="Search Button" data-ewlabel="What can we help you find?" data-cdlabel="Search" data-cilabel="/sitecore/content/WTW/Search" data-ctlabel="Opened Search" aria-label="Open search, click to open/close search interface"> <span class="site-nav__btn__label d-none d-md-block"> Search </span> <span class="site-nav__btn__icon"> <span class="material-symbols-outlined" aria-hidden="true">search</span> <span class="material-symbols-outlined" aria-hidden="true">close</span> </span> </button> <section class="search-menu" id="search-menu"> <div class="container"> <div class="row"> <div class="col-12"> <div class="search-bar"> <h5>What can we help you find?</h5> <script type="text/javascript"> // TODO: add above // Important * Workaround to initialize prebinding attributes on all the elements used in the Searchbox container. document.addEventListener("CoveoSearchEndpointInitialized", function () { var searchbox = document.getElementById("_185F67BF-1D73-4AEE-9564-FDE5B0EB24D9"); 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} else if (navlevel == 1) { navCat = $(ele).data('elabel'); } window.dataLayer = window.dataLayer || []; window.dataLayer.push({ 'event': 'main_menu_navigation', 'click_text': $(ele).data('elabel'), 'click_url': $(ele).attr('href') == undefined || $(ele).attr('href') == "#" ? document.location.href : $(ele).prop('href'), 'navigation_category': navCat, 'navigation_subcategory': navSubCat, 'navigation_subcategory_2': navSubCat2 }); } </script> <div class="sr-only" id="main-content" tabindex="-1">main content, press tab to continue</div> <header class="hero-insights"> <div class="container"> <div class="row"> <div class="col-12 col-xl-9"> <a href="https://www.wtwco.com/en-th/insights/all-insights#sort=%40fdate13762%20descending&f:@articlez45xcontentz45xtype=[Article]" class="hero-insights__eyebrow category" aria-label="Content type, Article, Click to see all Article by Willis Towers Watson"> Article </a> <span class="divider"> | </span><a href="https://www.wtwco.com/en-th/insights/all-insights#sort=%40fdate13762%20descending&f:@publication=[WTW%20Research%20Network%20Newsletter]" class="hero-insights__eyebrow publication-tag" aria-label="Content grouping, Publication, Click to see all content tagged as WTW Research Network Newsletter by Willis Towers Watson"> WTW Research Network Newsletter </a> <h1 class="heading-1">Seeing extreme winds : Video innovation for precise extreme wind assessment</h1> </div> </div> </div> <div class="container"> <div class="row"> <div class="col-12 col-xl-8"> <p class="hero-insights__meta"> By <a href="https://www.wtwco.com/en-th/insights/all-insights#sort=%40fdate13762%20descending&f:@authors=[Sai%20Kulkarni]"> Sai Kulkarni </a>, <a href="https://www.wtwco.com/en-th/insights/all-insights#sort=%40fdate13762%20descending&f:@authors=[John%20Hillier]"> John Hillier </a>, <a href="https://www.wtwco.com/en-th/insights/all-insights#sort=%40fdate13762%20descending&f:@authors=[Daniel%20Bannister]"> Daniel Bannister </a> and <a href="https://www.wtwco.com/en-th/insights/all-insights#sort=%40fdate13762%20descending&f:@authors=[Aimee%20Colgate]"> Aimee Colgate </a> | November 1, 2024 </p> <div class="hero-insights__overview text-faded"> <!-- WTW START -->Using the dynamic response of trees to estimate local wind speeds could provide valuable insights for the insurance industry to assess risks and understand the potential financial impact from wind hazards.<!-- WTW END --> </div> </div> <div class="col-12 col-md-4 col-xl-2 offset-xl-1"> <a href="https://web.wtwco.com/Preference-Center-Unknown-Email-ENG-AP.html" data-cdlabel="Subscribe" aria-label="Subscribe; click to navigate to subscription page" rel="noopener noreferrer" onclick="linkClick(this)" data-selabel="Subscribe Button" class="btn btn-lg btn-block btn-primary arrow-link text-white" data-cilabel="https://web.wtwco.com/Preference-Center-Unknown-Email-ENG-AP.html" data-ewlabel="Subscribe Button" data-etlabel="cta_click" target="_blank" >Subscribe<span class="material-symbols-outlined" aria-hidden="true">arrow_forward</span> </a> </div> <div id="solutiontag" class="d-none">Aerospace|Climate|Risk and Analytics</div> <div id="topictag" class="d-none">Artificial Intelligence|Climate Risk and Resilience</div> <script type="application/ld+json"> {"@context":"https://schema.org","@type":"Article","publisher":{"@context":"https://schema.org","@type":"Organization","@id":"https://www.wtwco.com#organization"},"headline":"Seeing extreme winds : Video innovation for precise extreme wind assessment","datePublished":"2024-11-01","dateModified":"2024-11-01","thumbnailUrl":"https://media.wtwco.com/-/media/WTW/Social-Brand-Refresh/custom-refresh/social-media-card-seeing-extreme-winds-video-innovation-for-precise-extreme-wind-assessment.png?thn=1&modified=20240423093851&imgeng=meta_true","author":[{"@context":"https://schema.org","@type":"Person","name":"Sai Kulkarni","url":"https://www.wtwco.com/en-th/insights/all-insights#sort=%40fdate13762%20descending&f:@authors=[Sai%20Kulkarni]"},{"@context":"https://schema.org","@type":"Person","name":"John Hillier","image":"https://media.wtwco.com/-/media/WTW/Authors/JohnHillier-0158cc_clip.jpg?modified=20220712161259&imgeng=meta_true","url":"https://www.wtwco.com/en-th/insights/all-insights#sort=%40fdate13762%20descending&f:@authors=[John%20Hillier]"},{"@context":"https://schema.org","@type":"Person","name":"Daniel Bannister","image":"https://media.wtwco.com/-/media/WTW/Authors/photo_resized-111.jpg?modified=20220930145315&imgeng=meta_true","url":"https://www.wtwco.com/en-th/insights/all-insights#sort=%40fdate13762%20descending&f:@authors=[Daniel%20Bannister]"},{"@context":"https://schema.org","@type":"Person","name":"Aimee Colgate","image":"https://media.wtwco.com/-/media/WTW/Authors/Aimee-Colgate-485.jpg?modified=20231106195243&imgeng=meta_true","url":"https://www.wtwco.com/en-th/insights/all-insights#sort=%40fdate13762%20descending&f:@authors=[Aimee%20Colgate]"}]} </script> </div> </div> </header> <main> <section class="hero-insights__image"> <div class="full-width-image" style="background-image: url('https://media.wtwco.com/-/media/WTW/Brand-1610-Refresh/Sitecore/GettyImages-1287265317-1610.jpg?modified=20231114093500&imgeng=meta_true')"></div> </section> <section class="container"> <div class="row"> <div class="col-12 col-xl-6 offset-xl-2"> <!-- WTW START --><p>With extreme windstorms becoming more severe and costly, the need for accurate risk management has never been greater. As of November 2024, the U.S. has experienced a series of extreme wind-related events—including 17 severe convective storms, 4 tropical cyclones, and two winter storms, each causing losses exceeding $1 billion.<sup><a href="#footnote-ref-1" class="footnote-link" id="footnote-1" aria-label="Footnote link; navigate to footnote 1 reference" aria-describedby="footnotes">[1]</a></sup> Extratropical cyclones in Europe also contribute significantly, with annual insurance losses reaching around $2 billion. Climate change is expected to make storms stronger across Great Britain and Western Europe,<sup><a href="#footnote-ref-2" class="footnote-link" id="footnote-2" aria-label="Footnote link; navigate to footnote 2 reference" aria-describedby="footnotes">[2]</a></sup> further driving up costs. These rising losses highlight the urgent need for better risk management strategies to assess wind speeds at individual high-risk locations. </p> <h3>The challenge of urban complexity</h3> <p>But measuring wind in urban and other complex areas is challenging. Urban environments are difficult to assess due to their dense and intricate designs. Wind speeds and directions can change dramatically between buildings. This complexity grows as city infrastructure becomes more sophisticated, making it harder to capture localized wind patterns. Traditional methods, like stationary anemometers and meteorological stations, often fall short in these settings. They struggle to reflect the real wind conditions at street level or near specific structures.</p> <p>This lack of precision complicates risk assessments and the development of insurance products that truly reflect the risks faced by urban policyholders. High costs and logistical challenges further limit the use of traditional wind measurement methods in cities.<sup><a href="#footnote-ref-3" class="footnote-link" id="footnote-3" aria-label="Footnote link; navigate to footnote 3 reference" aria-describedby="footnotes">[3]</a>, </sup><sup><a href="#footnote-ref-4" class="footnote-link" id="footnote-4" aria-label="Footnote link; navigate to footnote 4 reference" aria-describedby="footnotes">[4]</a></sup> This makes the need for advanced data collection even more urgent. Accurate wind data is essential for urban planning and construction. It helps predict wind patterns, create more reliable wind hazard maps, and better understand the impacts of rare storm events on both current and future infrastructure.</p> <h3>The need for detailed and localized data</h3> <p>Catastrophe models are also critical tools for predicting losses from extreme wind events, but they bridge existing data gaps by fitting statistical distributions to claims data and are typically built to provide an aggregate view of risk rather than assess risk at a site-specific level. While these models can identify broad trends and highlight top loss-driver locations, they often miss the details of individual sites. This limitation can lead to over- or under-estimating risk at the site level, potentially resulting in inaccurate insurance pricing and skewed portfolio losses.</p> <p>Therefore, detailed and localized wind data becomes essential. By complementing catastrophe models with more precise data, insurers can improve the accuracy of loss predictions and better tailor their reserves and (re)insurance strategies. WTW’s Climate Practice goes beyond the aggregate approach by offering tailored, site-level solutions. We produce probable maximum losses at chosen return periods to determine the most likely loss that could occur at specific sites. These losses can then be calibrated further with additional localized data, adjusting the initial portfolio modelling to reflect a more granular view of risk, particularly at the high-loss driver sites.</p> <h3>Bridging the gap with digital innovation</h3> <p>This is where innovative research, like the “Seeing extreme winds” project, steps in to fill these gaps. Inspired by an initial study at Stanford,<sup><a href="#footnote-ref-5" class="footnote-link" id="footnote-5" aria-label="Footnote link; navigate to footnote 5 reference" aria-describedby="footnotes">[5]</a></sup> “Seeing extreme winds” is a collaboration between the <a href="https://www.wtwco.com/en-gb/insights/research-programs-and-collaborations/wtw-research-network" aria-label="Internal link,WTW Research Network">WTW Research Network</a> and Loughborough University, through the <a rel="noopener noreferrer" href="https://www.techngi.uk/mini-college-of-doctoral-training/" target="_blank" aria-label="External link,TECHNGI-CDT, Centre of Doctoral Training">TECHNGI-CDT</a> Centre of Doctoral Training program. It addresses the challenges of measuring wind in complex urban settings, where traditional methods often fall short. </p> <p>The project uses video analytics to analyze the natural movements of trees and flags—elements sensitive to wind and found throughout urban areas—to estimate wind speed. This innovative approach creates detailed, localized wind data without the need for costly, specialized equipment. </p> <p>A pilot study will validate this concept using machine vision software, Flow On The Go,<sup><a href="#footnote-ref-6" class="footnote-link" id="footnote-6" aria-label="Footnote link; navigate to footnote 6 reference" aria-describedby="footnotes">[6]</a></sup> and machine learning to analyze video footage for wind-induced movements. This will demonstrate the potential to leverage everyday technology, such as CCTV cameras, to collect advanced environmental data. Following the success of the pilot study, we envision expanding this methodology to broader areas, such as university campuses, by utilizing fixed CCTV cameras for continuous monitoring. This larger scale analysis is expected to deepen our understanding of wind impacts at a micro-scale, providing insights essential for more accurately mapping wind fields around buildings and other structures.</p> <h3>Shaping the future of wind risk management</h3> <p>As extreme weather events become more frequent and severe, evaluating wind speed intensity at individual high-risk locations is increasingly critical. Research projects like “Seeing extreme winds” are bridging the gap between traditional models and the advanced, localized data needed to improve site-level assessments.</p> <p>By generating detailed, localized wind hazard data and maps, “Seeing extreme winds” offers insight into how insurers might tailor products more closely to the actual risk profiles of property owners. This, in turn, enhances portfolio risk modelling and supports more informed conversations about limits and deductibles with insurers. Such an approach helps create more accurate, equitable, and adaptable wind risk management strategies for our ever-changing urban landscapes. Given the rising scale of windstorm losses globally, this level of precision is essential.</p> <h4 id="#footnotes">Footnotes</h4> <ol class="footnotes font-p-disclaimer"> <li id="footnote-ref-1">NOAA National Centers for Environmental Information (NCEI). <a rel="noopener noreferrer" href="https://www.ncei.noaa.gov/access/billions/" target="_blank" aria-label="External link,NCEI Asheville Hurricane Helene Outage">U.S. Billion-Dollar Weather and Climate Disasters.</a> (2024). <a href="#footnote-1" aria-label="navigate back to reference 1">Return to article <span class="material-symbols-outlined" aria-hidden="true">undo</span></a></li> <li id="footnote-ref-2">Priestley, M. D. K., et al. Forced trends and internal variability in climate change projections of extreme European windstorm frequency and severity. Quarterly Journal of the Royal Meteorological Society. (accepted). <a href="#footnote-2" aria-label="navigate back to reference 2">Return to article <span class="material-symbols-outlined" aria-hidden="true">undo</span></a></li> <li id="footnote-ref-3">Koks, E. E. & Haer., T. A high-resolution wind damage model for Europe. Sci Rep 10, 6866 (2020). <a href="#footnote-3" aria-label="navigate back to reference 3">Return to article <span class="material-symbols-outlined" aria-hidden="true">undo</span></a></li> <li id="footnote-ref-4">Gil-García, I. C., et al. Urban Wind: An Alternative for Sustainable Cities. Energies 15, 4759 (2022). <a href="#footnote-4" aria-label="navigate back to reference 4">Return to article <span class="material-symbols-outlined" aria-hidden="true">undo</span></a></li> <li id="footnote-ref-5">Cardona, J., et al. Seeing the Wind: Visual Wind Speed Prediction with a Coupled Convolutional and Recurrent Neural Network. (2019). <a href="#footnote-5" aria-label="navigate back to reference 5">Return to article <span class="material-symbols-outlined" aria-hidden="true">undo</span></a></li> <li id="footnote-ref-6">Higham, J. & Plater, A. `Flowonthego' - flow tracking technology on your smartphone , EGU General Assembly, EGU21-5902, (2021). <a href="#footnote-6" aria-label="navigate back to reference 6">Return to article <span class="material-symbols-outlined" aria-hidden="true">undo</span></a></li> </ol><!-- WTW END --> <div class="people"> <h2 class="heading-5"> Authors </h2> <hr class="horizontal-rule--thick"> <div class="media"> <div class="media-body"> <div class="font-p-small font-weight-semibold"> <a href="https://www.wtwco.com/en-th/insights/all-insights#sort=%40fdate13762%20descending&f:@authors=[Sai%20Kulkarni]" onclick="linkClick(this);" target="" data-etlabel="internal_link_click" data-selabel="People Authors Bios" data-ewlabel="Authors" data-cdlabel="Sai Kulkarni" data-cilabel="/sitecore/content/WTW/insights/all-insights" data-ctlabel="Authors"> <!-- WTW START --> Sai Kulkarni <!-- WTW END --> </a> </div> <div class="font-p-small">PhD Student within the TECHNGI Project collaboration between WTW & University of Loughborough</div> <div class="font-p-small people__contact-info"> </div> </div> </div> <hr> <div class="media"> <img src="https://media.wtwco.com/-/media/WTW/Authors/JohnHillier-0158cc_clip.jpg?modified=20220712161259&imgeng=meta_true&h=489&w=485&la=en-TH&hash=894DEFC48112415275285E37DDC59F08" aria-hidden="true" loading="lazy" alt="" class="people__person-image" /> <div class="media-body"> <div class="font-p-small font-weight-semibold"> <a href="https://www.wtwco.com/en-th/insights/all-insights#sort=%40fdate13762%20descending&f:@authors=[John%20Hillier]" onclick="linkClick(this);" target="" data-etlabel="internal_link_click" data-selabel="People Authors Bios" data-ewlabel="Authors" data-cdlabel="John Hillier" data-cilabel="/sitecore/content/WTW/insights/all-insights" data-ctlabel="Authors"> <!-- WTW START --> John Hillier <!-- WTW END --> </a> </div> <div class="font-p-small">Department of Geography, School of Social Sciences and Humanities, Loughborough University</div> <div class="font-p-small people__contact-info"> <span class="people__contact-email"> <span class="material-symbols-outlined">email</span> <a href="mailto:J.Hillier@lboro.ac.uk" class="font-weight-bold" aria-label="Click to email John Hillier" onclick="linkClick(this);" data-etlabel="internal_link_click" data-selabel="People Authors Bios" data-cdlabel="Email"> Email </a> </span> </div> </div> </div> <hr> <div class="media"> <img src="https://media.wtwco.com/-/media/WTW/Authors/photo_resized-111.jpg?modified=20220930145315&imgeng=meta_true&h=485&w=485&la=en-TH&hash=9ECE999E512D14F461CD1DDDC7DB7538" aria-hidden="true" loading="lazy" alt="" class="people__person-image" /> <div class="media-body"> <div class="font-p-small font-weight-semibold"> <a href="https://www.wtwco.com/en-th/insights/all-insights#sort=%40fdate13762%20descending&f:@authors=[Daniel%20Bannister]" onclick="linkClick(this);" target="" data-etlabel="internal_link_click" data-selabel="People Authors Bios" data-ewlabel="Authors" data-cdlabel="Daniel Bannister" data-cilabel="/sitecore/content/WTW/insights/all-insights" data-ctlabel="Authors"> <!-- WTW START --> Daniel Bannister <!-- WTW END --> </a> </div> <div class="font-p-small">Weather & Climate Risks Research Lead <br> WTW Research Network</div> <div class="font-p-small people__contact-info"> <span class="people__contact-email"> <span class="material-symbols-outlined">email</span> <a href="mailto:daniel.bannister@wtwco.com" class="font-weight-bold" aria-label="Click to email Daniel Bannister" onclick="linkClick(this);" data-etlabel="internal_link_click" data-selabel="People Authors Bios" data-cdlabel="Email"> Email </a> </span> </div> </div> </div> <hr> <div class="media"> <img src="https://media.wtwco.com/-/media/WTW/Authors/Aimee-Colgate-485.jpg?modified=20231106195243&imgeng=meta_true&h=485&w=485&la=en-TH&hash=A98B179E0694BB1ACC61A996BA815013" aria-hidden="true" loading="lazy" alt="" class="people__person-image" /> <div class="media-body"> <div class="font-p-small font-weight-semibold"> <a href="https://www.wtwco.com/en-th/insights/all-insights#sort=%40fdate13762%20descending&f:@authors=[Aimee%20Colgate]" onclick="linkClick(this);" target="" data-etlabel="internal_link_click" data-selabel="People Authors Bios" data-ewlabel="Authors" data-cdlabel="Aimee Colgate" data-cilabel="/sitecore/content/WTW/insights/all-insights" data-ctlabel="Authors"> <!-- WTW START --> Aimee Colgate <!-- WTW END --> </a> </div> <div class="font-p-small">Catastrophe and Climate Risk Lead Associate<br> Climate Practice, WTW</div> <div class="font-p-small people__contact-info"> <span class="people__contact-email"> <span class="material-symbols-outlined">email</span> <a 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