{"id":1529,"date":"2022-11-18T18:00:42","date_gmt":"2022-11-18T18:00:42","guid":{"rendered":"https:\/\/albedoclimatesolutions.org\/?page_id=1529"},"modified":"2022-12-01T01:50:09","modified_gmt":"2022-12-01T01:50:09","slug":"climate-data-and-public-health","status":"publish","type":"page","link":"https:\/\/albedoclimatesolutions.org\/?page_id=1529","title":{"rendered":"Climate, Data, And Public Health"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1529\" class=\"elementor elementor-1529\" data-elementor-settings=\"[]\">\n\t\t\t\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-10deea5b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"10deea5b\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2b988c10\" data-id=\"2b988c10\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cb6fca8 elementor-widget elementor-widget-heading\" data-id=\"cb6fca8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.5.5 - 03-02-2022 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h1 class=\"elementor-heading-title elementor-size-default\">The Albedo Blog<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4c44e169 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4c44e169\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7a5b1fd0\" data-id=\"7a5b1fd0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2156fcf5 elementor-widget elementor-widget-spacer\" data-id=\"2156fcf5\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-29cc99cf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"29cc99cf\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1402ab3d\" data-id=\"1402ab3d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-40ceb596 elementor-widget elementor-widget-heading\" data-id=\"40ceb596\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\"><h1 class=\"elementor-heading-title elementor-size-default elementor-inline-editing pen\" data-elementor-setting-key=\"title\" data-pen-placeholder=\"Type Here...\" style=\"font-style: normal;\">Climate, Data, And Public Health\u200b<\/h1><\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-44293ff4 elementor-widget elementor-widget-heading\" data-id=\"44293ff4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><b>By Asmita Talukdar<br><i style=\"\">Guest Contributor<\/i><\/b><br><div style=\"text-align: center;\"><span style=\"font-style: inherit; font-weight: inherit; color: var(--ast-global-color-3);\"><span style=\"font-size: 16px; white-space: normal;\">18 November 2022<\/span><\/p>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c82755c elementor-widget elementor-widget-text-editor\" data-id=\"5c82755c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.5.5 - 03-02-2022 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#818a91;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#818a91;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>In the two years following the COVID-19 pandemic, governments around the world place much more respect on public health guidelines and the responsibility to handle infectious disease outbreaks. Following lockdown measures, people around the world began noticing clearer skies, cleaner air, and the emergence of wildlife in urban areas. It was then that the effect of bustling traffic and the barrage of crowds in their local environment dawned on local communities. However, the cleaner air did not make them any less susceptible to SARS-CoV-2, as the exposure to high PM 2.5 and PM 10 levels left their respiratory systems vulnerable to the virus. This was especially noticeable in lower socioeconomic neighborhoods, often located close to the industrial parts of town, where pollution exposure is higher, and where access to clean water and hygiene may be tenuous. Environmental injustices were exposed in such areas around the world; people understood with more clarity, that such populations without access to clean water, healthcare, and other resources, were more susceptible to climate disasters like droughts and wildfires, and incidences of infectious diseases like COVID-19. Data from such research efforts, and other COVID-related studies were slow to reach critical healthcare entities. As a result, critical public health information oftentimes reached their destination too late, leading to sometimes dire consequences.<\/p>\n<p>Following the most brutal waves of the pandemic, and in an effort to address this lag in data dissemination to healthcare entities, Congress authorized a multi-year, multi-billion dollar effort to modernize core data and surveillance infrastructure across federal and state public health arenas (CDC, 2022). Known as the Data Modernization Initiative (DMI), it has woven itself into the very fabric of CDC data management and infrastructure.<\/p>\n<p>The National Center for Environmental Health (NCEH) has been actively participating in DMI since its inception. Launched in 2002, the Environmental Public Health Tracking Network (EPHTN)  serves as a template for how surveillance data can be accessible to all. Surveillance data refers to data being systematically collected and analyzed, with contents related to any given public health-related topic. For example, public health researchers wanting to ascertain a relationship between given variables and something like heat exposure or precipitation, can extrapolate that information from the EPHTN and use it however they wish to. Having this publicly available database allows for ease of conducting analyses and disseminating necessary information. Data modernization efforts in 2021 in NCEH allowed for additional allocation of funding towards 11 Tracking Program jurisdictions to modernize the collection, integration, dissemination, and application of timely, local, environmental public health data (CDC, 2022). In the years to come, more such jurisdictions (states) around the country may be able to receive similar funding and generate initiatives that target their respective environmental health problems. More surveillance data from more states will inform state, local, even perhaps federal environmental policies as people become increasingly conscious about climate change and global warming.<\/p>\n<p>DMI implementation will take several years to achieve, and even longer to see its effects on foundational public health as a whole. Informatics has a key role in environmental health, and its use in understanding data linkages between the amassed environmental data within the related data systems, will help facilitate the distribution of climate and health data to healthcare entities and other external partners. The hope for climate change is that following successful DMI implementation, well-rounded policies can be implemented around the country, all shaped by the vast, widely available environmental health data.<\/p><p style=\"font-size: 16px; font-style: normal; font-weight: 400; text-align: start;\"><span style=\"font-weight: 700; font-style: inherit; color: var(--ast-global-color-3);\">References<\/span><\/p><p style=\"font-size: 16px; font-style: normal; font-weight: 400; text-align: start;\"><\/p><p style=\"font-size: 16px; font-style: normal; font-weight: 400; text-align: start;\"><\/p><p style=\"font-size: 16px; font-style: normal; font-weight: 400; text-align: start;\"><a href=\"https:\/\/www.cdc.gov\/surveillance\/data-modernization\/index.html\">https:\/\/www.cdc.gov\/surveillance\/data-modernization\/index.html<\/a><\/p><p style=\"font-size: 16px; font-style: normal; font-weight: 400; text-align: start;\"><\/p><p style=\"font-size: 16px; font-style: normal; font-weight: 400; text-align: start;\"><\/p><p style=\"font-size: 16px; font-style: normal; font-weight: 400; text-align: start;\"><a href=\"https:\/\/ephtracking.cdc.gov\/\">https:\/\/ephtracking.cdc.gov\/<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-923bc0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"923bc0\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-16cfdd91\" data-id=\"16cfdd91\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-37df47a1 elementor-widget elementor-widget-heading\" data-id=\"37df47a1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><h2 data-elementor-setting-key=\"title\" data-pen-placeholder=\"Type Here...\" style=\"font-style: normal;\"><span style=\"font-style: inherit; font-size: 20px; text-transform: none;\"><font color=\"#584d66\" face=\"Work Sans, sans-serif\">Meet the Author<\/font><\/span><\/h2><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5f19e70d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5f19e70d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-214d8f5f\" data-id=\"214d8f5f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7c662f4d elementor-widget elementor-widget-image\" data-id=\"7c662f4d\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.5.5 - 03-02-2022 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/albedoclimatesolutions.org\/wp-content\/uploads\/elementor\/thumbs\/Asmita-Talukdar-pxwi814yanr92o2zh7kgqpodjulypyb1zka2317vtc.png\" title=\"Asmita Talukdar\" alt=\"Asmita Talukdar\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-5cf1b2f6\" data-id=\"5cf1b2f6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3d8a5ee9 elementor-widget elementor-widget-text-editor\" data-id=\"3d8a5ee9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><b>Asmita Talukdar, MPH<\/b><\/p><p><i>Guest Contributor, ORISE Data Modernization Fellow<\/i><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1df6fb90 e-grid-align-left elementor-shape-rounded elementor-grid-0 elementor-widget elementor-widget-social-icons\" data-id=\"1df6fb90\" data-element_type=\"widget\" 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class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-38314ee5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"38314ee5\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1238829c\" data-id=\"1238829c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5731caf4 elementor-widget elementor-widget-spacer\" data-id=\"5731caf4\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-13512758 elementor-widget elementor-widget-text-editor\" data-id=\"13512758\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Please let us know if there is a topic that you would like added to the database!<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4bbdc39a elementor-align-center elementor-widget elementor-widget-button\" data-id=\"4bbdc39a\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div 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class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The Albedo Blog Climate, Data, And Public Health\u200b By Asmita TalukdarGuest Contributor18 November 2022 In the two years following the COVID-19 pandemic, governments around the world place much more respect on public health guidelines and the responsibility to handle infectious disease outbreaks. Following lockdown measures, people around the world began noticing clearer skies, cleaner air, &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/albedoclimatesolutions.org\/?page_id=1529\"> <span class=\"screen-reader-text\">Climate, Data, And Public Health<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","footnotes":""},"class_list":["post-1529","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/albedoclimatesolutions.org\/index.php?rest_route=\/wp\/v2\/pages\/1529","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/albedoclimatesolutions.org\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/albedoclimatesolutions.org\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/albedoclimatesolutions.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/albedoclimatesolutions.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1529"}],"version-history":[{"count":14,"href":"https:\/\/albedoclimatesolutions.org\/index.php?rest_route=\/wp\/v2\/pages\/1529\/revisions"}],"predecessor-version":[{"id":1589,"href":"https:\/\/albedoclimatesolutions.org\/index.php?rest_route=\/wp\/v2\/pages\/1529\/revisions\/1589"}],"wp:attachment":[{"href":"https:\/\/albedoclimatesolutions.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1529"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}