{"id":233692,"date":"2019-10-14T00:00:00","date_gmt":"2019-10-13T22:00:00","guid":{"rendered":"https:\/\/www.cls.fr\/improving-hurricane-forecasting-and-emergency-management\/"},"modified":"2024-11-06T11:20:49","modified_gmt":"2024-11-06T10:20:49","slug":"improving-hurricane-forecasting-and-emergency-management","status":"publish","type":"post","link":"https:\/\/www.cls.fr\/en\/improving-hurricane-forecasting-and-emergency-management\/","title":{"rendered":"Improving hurricane forecasting and emergency management"},"content":{"rendered":"<p><strong>Warmer oceans tend to lead to stronger storms, and Hurricane Dorian, the first major hurricane of the 2019 season, which hit the Bahamas as a Category 5 storm on September 1<sup>st<\/sup>, 2019, seemed destined to prove this point. With the 2019 hurricane season well underway, here\u2019s a closer look at how European satellites from the Copernicus program, along with a new Franco-Chinese mission called CFOSAT, promise to improve hurricane forecasting \u2013 as well as optimize post-hurricane emergency management measures. <\/strong><\/p>\n<p><strong>European Sentinel satellites measure ever stronger winds<\/strong><\/p>\n<p>Thanks to the ESA initiative toward the space-borne monitoring of Tropical Cyclones, the Satellite Hurricane Observation Campaign (SHOC) consists in a joint effort between the Sentinel-1 mission planning team, <a href=\"https:\/\/www.ifremer.fr\/en\/\" target=\"_blank\" rel=\"noopener noreferrer\">IFREMER<\/a> and <a href=\"https:\/\/www.cls.fr\/en\/\">CLS<\/a>, to provide extreme wind observations from satellite-borne SAR (synthetic aperture radar). Once an alert is raised, the acquisition plan of both Sentinel-1 A and B missions is modified on short notice to capture the cyclonic event over the oceans before landfall including open ocean and coastal areas.<\/p>\n<p>In the case of Dorian, three images from <a href=\"https:\/\/sentinel.esa.int\/web\/sentinel\/home\" target=\"_blank\" rel=\"noopener noreferrer\">European Sentinel satellites<\/a> coincided perfectly with the hurricane trajectory, making it possible for experts at CLS and Ifremer to estimate maximum ocean surface sustained wind speeds above <strong>60 m\/s on August 30<sup>th<\/sup><\/strong> before Dorian reached the Bahamas. In addition, Canadian satellite RadarSat-2 imagery was made available on September 1<sup>st<\/sup>, with support from public funds* received in the framework of the VIGISAT project managed by &#8220;Groupement Bretagne T\u00e9l\u00e9d\u00e9tection&#8221; (<a href=\"http:\/\/www.bretel.eu\" target=\"_blank\" rel=\"noopener noreferrer\">GIS BreTel<\/a> \u2013 Brittany Remote Sensing). On September 1<sup>st<\/sup>, maximum ocean surface sustained wind speeds reached more than <strong>80m\/s as Dorian approached the Bahamas<\/strong>.<\/p>\n<div id=\"attachment_10121\" style=\"width: 810px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-10121\" class=\"size-full wp-image-10121\" src=\"https:\/\/www.cls.fr\/wp-content\/uploads\/2022\/05\/EODA_SHOC_dorian_double_screenshot_small.png\" alt=\"\" width=\"800\" height=\"246\" \/><p id=\"caption-attachment-10121\" class=\"wp-caption-text\"><em>Sentinel-1A image acquired over Dorian on 30\/08\/19 at 22:46 UTC with SAR image and ocean sea surface wind speed map estimated from the SAR product. The algorithm used is described in Mouche et al., 2019.<\/em><\/p><\/div>\n<p><strong>CFOSAT to provide new understanding of wave strength and direction along a hurricane\u2019s track<\/strong><\/p>\n<p>In parallel, a new Franco-Chinese satellite mission called CFOSAT, dedicated to monitoring ocean surface winds and waves, provided new insight into sea state along the hurricane track. One of the two main instruments onboard, the French radar SWIM (Surface Wave Investigation and Monitoring) determines the direction, height and wavelength of surface waves.<\/p>\n<p>CLS is part of the French team that ensures data quality for SWIM, along with <a href=\"https:\/\/cnes.fr\/en\" target=\"_blank\" rel=\"noopener noreferrer\">CNES<\/a>, <a href=\"https:\/\/www.ifremer.fr\/en\/\" target=\"_blank\" rel=\"noopener noreferrer\">Ifremer<\/a>, <a href=\"https:\/\/meteofrance.com\" target=\"_blank\" rel=\"noopener noreferrer\">M\u00e9t\u00e9o France<\/a> and <a href=\"https:\/\/www.latmos.ipsl.fr\/index.php\/fr\/\" target=\"_blank\" rel=\"noopener noreferrer\">LATMOS<\/a>. Raw data from SWIM will be soon currently available via the <a href=\"https:\/\/aviso.altimetry.fr\" target=\"_blank\" rel=\"noopener noreferrer\">AVISO website<\/a> and highly processed data will soon be available for the scientific community at large from the Copernicus Marine Environment Monitoring Service (<a href=\"https:\/\/marine.copernicus.eu\/\" target=\"_blank\" rel=\"noopener noreferrer\">CMEMS<\/a>).<\/p>\n<p>In the case of Dorian, wave spectral parameters (direction, wavelength and height) are calculated on the full and partitioned spectrum. Those parameters can be represented by arrows. On the below figure the showed spectrum has been calculated on one box \u00a0(70 x 90 km) along the track on September 3, and the parameters are plotted between August 30 and September 3. It shows how the off nadir information matches the nadir wave height and completes it with a direction and wavelength, apart from the central track, following well the position and intensity of the hurricane.<\/p>\n<div id=\"attachment_10124\" style=\"width: 810px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-10124\" class=\"size-full wp-image-10124\" src=\"https:\/\/www.cls.fr\/wp-content\/uploads\/2022\/05\/cfosat_swim_Dorian_model_copyright_CLS_CNES.gif\" alt=\"CFOSAT Dorian wave model\" width=\"800\" height=\"400\" \/><p id=\"caption-attachment-10124\" class=\"wp-caption-text\"><em>Along-track wave measurements from SWIM acquired at different moments along hurricane Dorian\u2019s tracks (passes 94 (08\/30), 139 (09\/01), 169 (09\/01) and 216 (09\/03)) superimposed with the amplitude of the ECMWF wave model. The significant wave height in meters is given along-track by the instrument nadir beam, behaving as a classical altimeter (long lines) and the off nadir arrows indicate the height (color), direction and wavelength (direction and size of the arrows) of wave measurements obtained with spectral analysis calculated on both sides of the track. The increasing strength of the tropical cyclone can be seen through the increasing wave height. The satellite measurements bring precision when compared to the signal predicted by the model. Credits CNES\/CLS.<\/em><\/p><\/div>\n<p><strong>Altimetry satellites to measure wave heights<\/strong><\/p>\n<p>CLS also contributes to maps of instantaneous Significant Wave Height, produced within the <a href=\"https:\/\/marine.copernicus.eu\/\" target=\"_blank\" rel=\"noopener noreferrer\">Copernicus Marine Environment Monitoring Service<\/a> (CMEMS). This Level 4 gridded wave product (see below) merges along-track (level 3, also distributed) measurements from 5 altimeters (Jason-3, Sentinel-3A and 3B, Cryosat-2 and SARAL\/AltiKa) to deliver an estimate of the wave height field in Near-Real-Time.<\/p>\n<p>This below figure shows the daily evolution of the wave field as the Hurricane Dorian hits northwestern Bahamas and drifts West towards Florida. The daily evolution highlights the development and propagation of extreme wave heights, following the intensification of the hurricane. These data are fed into wave models on an operational basis, and are used by national meteorological agencies, such as M\u00e9t\u00e9o France, to improve tropical cyclone prediction.<\/p>\n<div id=\"attachment_10127\" style=\"width: 810px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-10127\" class=\"size-full wp-image-10127\" src=\"https:\/\/www.cls.fr\/wp-content\/uploads\/2022\/05\/2019_09_L4_VAVH_INST_28aug_5sept2019_v2_legende.png\" alt=\"CMEMS\" width=\"800\" height=\"600\" \/><p id=\"caption-attachment-10127\" class=\"wp-caption-text\"><em>Credits European Copernicus Marine Service. Product WAVE_GLO_WAV_L4_SWH_NRT_OBSERVATIONS_014_003<\/em><\/p><\/div>\n<p><strong>Copernicus Emergency Management Service (Rapid Mapping) to support disaster recovery <\/strong><\/p>\n<p>Hurricane Dorian first hit the Bahamas as a Category 5 storm with winds reaching nearly 300 km\/h and it dumped nearly a meter (91.4 cm) of rain on the Islands by Wednesday, September 4<sup>th<\/sup>. <a href=\"https:\/\/emergency.copernicus.eu\/mapping\/\" target=\"_blank\" rel=\"noopener noreferrer\">Copernicus Emergency Management Service (EMS)<\/a> \u2013 RAPID MAPPING was activated to help local authorities on the ground assessing the geographical extent of the event and the level of damages on assets. CLS Group subsidiary, <a href=\"#https:\/\/www.sirs-fr.com\/sirs\/en\/\" target=\"_blank\" rel=\"noopener noreferrer\">SIRS<\/a>, and its partners provided first estimate products as well as grading maps over the affected areas thanks to the analysis of Earth Observation satellite images on September 7th. The maps produced over areas of interest representing nearly <strong>6500 km<sup>2<\/sup> in Northern Bahamas<\/strong> pointed out only <strong>289 ha of flooded areas<\/strong> but quite a lot of damages on assets (<strong>8,415 buildings <\/strong>destroyed or damaged, potentially at least, <strong>86 road blocks and 620 port infrastructure<\/strong> and piers affected).<\/p>\n<div id=\"attachment_10132\" style=\"width: 838px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-10132\" class=\"size-full wp-image-10132\" src=\"https:\/\/www.cls.fr\/wp-content\/uploads\/2022\/05\/EMSR385_AOI09_GRA_PRODUCT_r2_RTP02_v1-scaled.jpg\" alt=\"\" width=\"828\" height=\"584\" \/><p id=\"caption-attachment-10132\" class=\"wp-caption-text\"><em>Rapid Mapping consists of the on-demand provision of geospatial information within hours or days from the activation in support of emergency management activities immediately following a disaster. Here is an example of Copernicus Emergency Management Service &#8211; Rapid Mapping from Hurricane Dorian. See original file: <a href=\"https:\/\/emergency.copernicus.eu\/mapping\/list-of-components\/EMSR385\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/emergency.copernicus.eu\/mapping\/list-of-components\/EMSR385<\/a><\/em><\/p><\/div>\n<p><strong>An international consortium to support disaster management<\/strong><\/p>\n<p>SIRS is a production site and part of a consortium of seven international partners led by <a href=\"https:\/\/www.e-geos.it\/\" target=\"_blank\" rel=\"noopener noreferrer\">e-GEOS<\/a> and including also <a href=\"https:\/\/www.gaf.de\/\" target=\"_blank\" rel=\"noopener noreferrer\">GAF<\/a>, <a href=\"http:\/\/www.ithacaweb.org\/projects\/rapid-mapping\/\" target=\"_blank\" rel=\"noopener noreferrer\">ITHACA<\/a>, <a href=\"http:\/\/sertit.unistra.fr\/\" target=\"_blank\" rel=\"noopener noreferrer\">SERTIT<\/a>, GMV and TPZ-IB that has been providing this service to the European Union since 2012, in the frame of a contract awarded by the <a href=\"https:\/\/ec.europa.eu\/knowledge4policy\/organisation\/jrc-joint-research-centre_en\" target=\"_blank\" rel=\"noopener noreferrer\">European Commission\u2019s Joint Research Centre<\/a>.<\/p>\n<p>SIRS expertise includes processing of SAR and optical imagery for extracting relevant and up-to-date information linked to the event (reference assets, delineation of affected areas, damage assessment).<\/p>\n<p>More information and downloadable products on the web portal:<\/p>\n<p><a href=\"https:\/\/emergency.copernicus.eu\/mapping\/list-of-components\/EMSR385\" target=\"_blank\" rel=\"noopener noreferrer\">https:\/\/emergency.copernicus.eu\/mapping\/list-of-components\/EMSR385<\/a><\/p>\n<p><strong>Please read the full story at: <\/strong><\/p>\n<p><a href=\"https:\/\/www.aviso.altimetry.fr\/en\/applications\/atmosphere-wind-and-waves\/hurricanes\/dorian-2019.html\">https:\/\/www.aviso.altimetry.fr\/en\/applications\/atmosphere-wind-and-waves\/hurricanes\/dorian-2019.html<\/a><\/p>\n<p><strong>SAR imagery credits:<\/strong><\/p>\n<p>*Public funds to provide RadarSat-2 imagery come from the Minist\u00e8re de l&#8217;Education Nationale, de l&#8217;Enseignement Sup\u00e9rieur et de la Recherche, FEDER, R\u00e9gion Bretagne, Conseil G\u00e9n\u00e9ral du Finist\u00e8re, Brest M\u00e9tropole and by Institut Mines T\u00e9l\u00e9com.<\/p>\n<p><span style=\"text-decoration: underline;\">Title photo credit:<\/span> Contains modified Copernicus Sentinel data (2019) routinely used by the SHOC team.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Warmer oceans tend to lead to stronger storms, and Hurricane Dorian, the first major hurricane of the 2019 season, which hit the Bahamas as a Category 5 storm on September 1st, 2019, seemed destined to prove this point. With the 2019 hurricane season well underway, here\u2019s a closer look at how European satellites from the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":239038,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"","_et_pb_old_content":"","_et_gb_content_width":"","inline_featured_image":false,"footnotes":""},"categories":[89],"tags":[],"class_list":["post-233692","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-environment-and-climate"],"_links":{"self":[{"href":"https:\/\/www.cls.fr\/en\/wp-json\/wp\/v2\/posts\/233692","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.cls.fr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.cls.fr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.cls.fr\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.cls.fr\/en\/wp-json\/wp\/v2\/comments?post=233692"}],"version-history":[{"count":1,"href":"https:\/\/www.cls.fr\/en\/wp-json\/wp\/v2\/posts\/233692\/revisions"}],"predecessor-version":[{"id":234143,"href":"https:\/\/www.cls.fr\/en\/wp-json\/wp\/v2\/posts\/233692\/revisions\/234143"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.cls.fr\/en\/wp-json\/wp\/v2\/media\/239038"}],"wp:attachment":[{"href":"https:\/\/www.cls.fr\/en\/wp-json\/wp\/v2\/media?parent=233692"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.cls.fr\/en\/wp-json\/wp\/v2\/categories?post=233692"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.cls.fr\/en\/wp-json\/wp\/v2\/tags?post=233692"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}