{"id":50009,"date":"2025-09-23T02:36:40","date_gmt":"2025-09-22T19:36:40","guid":{"rendered":"https:\/\/www.mae-o.go.th\/home\/?p=50009"},"modified":"2025-11-24T19:53:05","modified_gmt":"2025-11-24T12:53:05","slug":"how-ice-core-data-shapes-climate-prediction-today","status":"publish","type":"post","link":"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/","title":{"rendered":"How Ice Core Data Shapes Climate Prediction Today"},"content":{"rendered":"<p>Beneath the frozen expanse of polar ice sheets lies a silent archive\u2014ice cores\u2014capable of revealing Earth\u2019s atmospheric history spanning hundreds of thousands of years. These cylindrical samples, extracted from deep within ice sheets in Antarctica and Greenland, serve as frozen time capsules, preserving ancient air bubbles, dust, and chemical signatures that decode past climates. Understanding how ice cores form and what they reveal empowers scientists to predict future climate shifts with unprecedented accuracy.<\/p>\n<h2>Understanding Ice Core Data: The Frozen Archive of Earth\u2019s Atmosphere<\/h2>\n<p>Ice cores are cylindrical samples drilled from deep within polar ice sheets, where annual snowfall compresses into dense ice over millennia. Each layer captures a snapshot of ancient atmospheric conditions: air trapped in bubbles preserves direct samples of past gases, while isotopic signatures in water molecules\u2014oxygen-18 and deuterium\u2014reveal historical temperatures. Dust and volcanic ash layers punctuate these records, marking major events like eruptions or abrupt climate shifts.<\/p>\n<p><strong>Key Process: Drilling and Layer Preservation<\/strong><br \/>Deep drilling operations, such as those at the EPICA (European Project for Ice Coring in Antarctica) and Vostok stations, extract cores extending over 3,000 meters. These cores preserve annual layers, with seasonal variations visible in chemical and physical properties. For example, winter snow tends to be denser and richer in certain isotopes, enabling precise dating and climate reconstructions.<\/p>\n<h2>Decoding Climate Signals from Ice: Chemical and Physical Clues<\/h2>\n<p>Ice cores deliver multiple climate signals encoded in their chemistry and structure. Trapped air bubbles offer direct measurements of past greenhouse gases\u2014carbon dioxide (CO\u2082), methane (CH\u2084), and nitrous oxide (N\u2082O)\u2014showing atmospheric composition across glacial-interglacial cycles. Isotopic ratios, particularly \u03b4\u00b9\u2078O and \u03b4D, act as temperature proxies: lighter isotopes dominate during cold periods, while heavier ones indicate warming.<\/p>\n<p>Volcanic ash layers serve as precise chronological markers, linking ice records to known eruptions and regional disturbances. Dust concentrations spike during dry, cold phases, indicating intensified aridity and wind activity. Together, these clues form a multi-dimensional picture of climate variability.<\/p>\n<ul>\n<li>Trapped gases: direct records of greenhouse gas levels over 800,000 years (Vostok core)<\/li>\n<li>Isotopic ratios: oxygen and hydrogen isotopes reflect historical temperature shifts<\/li>\n<li>Dust and ash layers: markers of abrupt climate events and regional disturbances<\/li>\n<\/ul>\n<h2>Why Ice Core Data Matters for Climate Prediction Today<\/h2>\n<p>Ice core records establish a natural baseline of climate variability, revealing the range of Earth\u2019s climate system before human influence. By comparing pre-industrial levels with modern data, scientists identify unprecedented changes\u2014such as current CO\u2082 concentrations exceeding 420 ppm, far beyond the 300 ppm range observed over the last 800,000 years.<\/p>\n<p>These long-term records validate and refine climate models, improving predictions of future warming and tipping points. For instance, abrupt transitions during the last glacial cycle\u2014like Dansgaard-Oeschger events\u2014demonstrate how quickly the climate can shift, underscoring the risk of rapid change under current greenhouse gas trajectories.<\/p>\n<table>\n<tr>\n<th>Core Site<\/th>\n<th>Time Range<\/th>\n<th>Key Climate Insight<\/th>\n<\/tr>\n<tr>\n<td>Vostok, Antarctica<\/td>\n<td>800,000 years<\/td>\n<td>CO\u2082 and temperature correlated across glacial cycles<\/td>\n<\/tr>\n<tr>\n<td>EPICA, Antarctica<\/td>\n<td>800,000 years<\/td>\n<td>Confirmed feedback between CO\u2082 and ice-age cycles<\/td>\n<\/tr>\n<tr>\n<td>NorthGRIP, Greenland<\/td>\n<td>123,000 years<\/td>\n<td>Decadal-scale cooling events like the Younger Dryas<\/td>\n<\/tr>\n<\/table>\n<h2>Case Study: Antarctic Ice Cores and the Last Glacial Cycle<\/h2>\n<p>The EPICA Dome C and Vostok cores reveal a powerful link between CO\u2082 levels and global temperature, with peaks in greenhouse gases preceding temperature rises by centuries. Dansgaard-Oeschger events\u2014rapid warming phases lasting decades\u2014highlight the climate system\u2019s sensitivity and instability.<\/p>\n<p>These records provide critical benchmarks: during the last glacial maximum (~20,000 years ago), CO\u2082 averaged 180 ppm, rising to 280 ppm during interglacials. Today, levels surpass 420 ppm\u2014a clear human fingerprint\u2014accelerating warming beyond natural variability.<\/p>\n<blockquote><p>\u201cIce cores show that CO\u2082 and temperature rise in tandem, confirming the climate system\u2019s responsiveness to greenhouse gas forcing.\u201d<\/p><\/blockquote>\n<h2>Greenland Ice Cores: High-Resolution Records of Rapid Climate Shifts<\/h2>\n<p>Unlike Antarctica\u2019s deep, slow-turn cores, Greenland\u2019s NorthGRIP and GRIP projects deliver **high-resolution** snapshots of climate change over the last 123,000 years. These cores capture decadal-scale shifts, revealing how abrupt cooling events\u2014like the Younger Dryas (12,900\u201311,700 years ago)\u2014can disrupt regional and global patterns within decades.<\/p>\n<p>Evidence from NorthGRIP shows temperature variations of up to 10\u00b0C in just decades, underscoring the potential for sudden instability in the Greenland Ice Sheet. Such rapid shifts challenge assumptions of gradual change and emphasize the need for early warning systems.<\/p>\n<h2>Beyond Temperature: Ice Cores as Proxies for Atmospheric Chemistry and Ecosystem Health<\/h2>\n<p>Ice cores preserve more than just climate data\u2014they record atmospheric chemistry and ecosystem responses. Aerosol layers reveal volcanic eruptions, such as the 1257 Samalas eruption, whose sulfate deposits impacted global climate. Trace elements track pollution history, linking industrial activity to modern atmospheric change.<\/p>\n<p>Biological markers, including pollen and ancient DNA, trace shifts in vegetation and ecosystems, showing how flora responded to past warming. These proxy records illustrate feedback mechanisms\u2014like ice-albedo effects and carbon cycle interactions\u2014between ice, oceans, and biosphere.<\/p>\n<ul>\n<li>Aerosols reveal volcanic forcing and pollution trends<\/li>\n<li>Pollen tracks ecosystem shifts across climate transitions<\/li>\n<li>Biomarkers expose biosphere responses to atmospheric change<\/li>\n<\/ul>\n<h2>Challenges and Innovations in Ice Core Analysis<\/h2>\n<p>Despite their power, ice core interpretation faces challenges. Dating uncertainties arise from ice flow distortion and layer thinning at depth. Spatial representativeness is limited\u2014core sites reflect local, not global, conditions.<\/p>\n<p>Recent innovations include laser-induced breakdown spectroscopy (LIBS) and continuous flow analysis (CFA), enabling precise, high-throughput measurements of trace elements and isotopes. Integrating ice core data with satellite and oceanic records creates holistic climate models, improving predictive accuracy.<\/p>\n<h2>From Past to Future: How Ice Core Science Shapes Climate Policy and Predictive Tools<\/h2>\n<p>Ice core evidence directly informs global climate policy. Data from EPICA and Vostok underpin IPCC assessments, providing multi-millennial context that distinguishes natural variability from human-driven change. This deep-time perspective strengthens policy urgency and long-term planning.<\/p>\n<p>Early warning systems for extreme climate events benefit from ice core insights, particularly regarding abrupt transitions. Understanding past tipping points refines models used to forecast future instability, including Greenland ice sheet collapse and ocean circulation shifts.<\/p>\n<p>Mitigation strategies draw from deep-time analogs\u2014such as past CO\u2082 levels\u2014and sensitivity testing, helping evaluate climate response to emissions reductions. Ice cores are not just records\u2014they are **predictive tools** for a changing world.<\/p>\n<blockquote><p>\u201cIce core data transforms paleoclimate into actionable insight, guiding humanity\u2019s response to one of its greatest challenges.\u201d<\/p><\/blockquote>\n<p><a href=\"https:\/\/www.ssr.pe\/2025\/08\/29\/how-transparency-shapes-modern-gambling-practices\/\">See how transparency drives trust in climate science<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Beneath the frozen expanse of polar ice sheets lies a s [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":37922,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-50009","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-1"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How Ice Core Data Shapes Climate Prediction Today - \u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/\" \/>\n<meta property=\"og:locale\" content=\"th_TH\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How Ice Core Data Shapes Climate Prediction Today - \u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d\" \/>\n<meta property=\"og:description\" content=\"Beneath the frozen expanse of polar ice sheets lies a s [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/\" \/>\n<meta property=\"og:site_name\" content=\"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-22T19:36:40+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-24T12:53:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.mae-o.go.th\/home\/wp-content\/uploads\/2023\/01\/66-logo-news-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"2185\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 \u0e19\u0e32\u0e17\u0e35\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/\"},\"author\":{\"name\":\"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d\",\"@id\":\"https:\/\/www.mae-o.go.th\/home\/#\/schema\/person\/5c140b42f403d53cd8a52eb87f433ee0\"},\"headline\":\"How Ice Core Data Shapes Climate Prediction Today\",\"datePublished\":\"2025-09-22T19:36:40+00:00\",\"dateModified\":\"2025-11-24T12:53:05+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/\"},\"wordCount\":1045,\"publisher\":{\"@id\":\"https:\/\/www.mae-o.go.th\/home\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.mae-o.go.th\/home\/wp-content\/uploads\/2023\/01\/66-logo-news-scaled.jpg\",\"articleSection\":[\"\u0e02\u0e48\u0e32\u0e27\u0e1b\u0e23\u0e30\u0e0a\u0e32\u0e2a\u0e31\u0e21\u0e1e\u0e31\u0e19\u0e18\u0e4c\"],\"inLanguage\":\"th\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/\",\"url\":\"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/\",\"name\":\"How Ice Core Data Shapes Climate Prediction Today - \u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d\",\"isPartOf\":{\"@id\":\"https:\/\/www.mae-o.go.th\/home\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.mae-o.go.th\/home\/wp-content\/uploads\/2023\/01\/66-logo-news-scaled.jpg\",\"datePublished\":\"2025-09-22T19:36:40+00:00\",\"dateModified\":\"2025-11-24T12:53:05+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/#breadcrumb\"},\"inLanguage\":\"th\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"th\",\"@id\":\"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/#primaryimage\",\"url\":\"https:\/\/www.mae-o.go.th\/home\/wp-content\/uploads\/2023\/01\/66-logo-news-scaled.jpg\",\"contentUrl\":\"https:\/\/www.mae-o.go.th\/home\/wp-content\/uploads\/2023\/01\/66-logo-news-scaled.jpg\",\"width\":2560,\"height\":2185},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.mae-o.go.th\/home\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How Ice Core Data Shapes Climate Prediction Today\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.mae-o.go.th\/home\/#website\",\"url\":\"https:\/\/www.mae-o.go.th\/home\/\",\"name\":\"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d\",\"description\":\"Mae O Subdistrict Administrative Organization\",\"publisher\":{\"@id\":\"https:\/\/www.mae-o.go.th\/home\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.mae-o.go.th\/home\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"th\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.mae-o.go.th\/home\/#organization\",\"name\":\"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d\",\"url\":\"https:\/\/www.mae-o.go.th\/home\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"th\",\"@id\":\"https:\/\/www.mae-o.go.th\/home\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.mae-o.go.th\/home\/wp-content\/uploads\/2026\/04\/cropped-\u0e42\u0e25\u0e42\u0e01\u0e49-\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d-\u0e41\u0e01\u0e49\u0e44\u0e02.jpg\",\"contentUrl\":\"https:\/\/www.mae-o.go.th\/home\/wp-content\/uploads\/2026\/04\/cropped-\u0e42\u0e25\u0e42\u0e01\u0e49-\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d-\u0e41\u0e01\u0e49\u0e44\u0e02.jpg\",\"width\":981,\"height\":984,\"caption\":\"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d\"},\"image\":{\"@id\":\"https:\/\/www.mae-o.go.th\/home\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.mae-o.go.th\/home\/#\/schema\/person\/5c140b42f403d53cd8a52eb87f433ee0\",\"name\":\"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"th\",\"@id\":\"https:\/\/www.mae-o.go.th\/home\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/42969b46486185acac8410146928e5e0384b006fde733ec153b8f0e3da7c9bdc?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/42969b46486185acac8410146928e5e0384b006fde733ec153b8f0e3da7c9bdc?s=96&d=mm&r=g\",\"caption\":\"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d\"},\"sameAs\":[\"http:\/\/www.mae-o.go.th\"],\"url\":\"https:\/\/www.mae-o.go.th\/home\/author\/maeo\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How Ice Core Data Shapes Climate Prediction Today - \u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/","og_locale":"th_TH","og_type":"article","og_title":"How Ice Core Data Shapes Climate Prediction Today - \u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d","og_description":"Beneath the frozen expanse of polar ice sheets lies a s [&hellip;]","og_url":"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/","og_site_name":"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d","article_published_time":"2025-09-22T19:36:40+00:00","article_modified_time":"2025-11-24T12:53:05+00:00","og_image":[{"width":2560,"height":2185,"url":"https:\/\/www.mae-o.go.th\/home\/wp-content\/uploads\/2023\/01\/66-logo-news-scaled.jpg","type":"image\/jpeg"}],"author":"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d","twitter_card":"summary_large_image","twitter_misc":{"Written by":"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d","Est. reading time":"5 \u0e19\u0e32\u0e17\u0e35"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/#article","isPartOf":{"@id":"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/"},"author":{"name":"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d","@id":"https:\/\/www.mae-o.go.th\/home\/#\/schema\/person\/5c140b42f403d53cd8a52eb87f433ee0"},"headline":"How Ice Core Data Shapes Climate Prediction Today","datePublished":"2025-09-22T19:36:40+00:00","dateModified":"2025-11-24T12:53:05+00:00","mainEntityOfPage":{"@id":"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/"},"wordCount":1045,"publisher":{"@id":"https:\/\/www.mae-o.go.th\/home\/#organization"},"image":{"@id":"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/#primaryimage"},"thumbnailUrl":"https:\/\/www.mae-o.go.th\/home\/wp-content\/uploads\/2023\/01\/66-logo-news-scaled.jpg","articleSection":["\u0e02\u0e48\u0e32\u0e27\u0e1b\u0e23\u0e30\u0e0a\u0e32\u0e2a\u0e31\u0e21\u0e1e\u0e31\u0e19\u0e18\u0e4c"],"inLanguage":"th"},{"@type":"WebPage","@id":"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/","url":"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/","name":"How Ice Core Data Shapes Climate Prediction Today - \u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d","isPartOf":{"@id":"https:\/\/www.mae-o.go.th\/home\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/#primaryimage"},"image":{"@id":"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/#primaryimage"},"thumbnailUrl":"https:\/\/www.mae-o.go.th\/home\/wp-content\/uploads\/2023\/01\/66-logo-news-scaled.jpg","datePublished":"2025-09-22T19:36:40+00:00","dateModified":"2025-11-24T12:53:05+00:00","breadcrumb":{"@id":"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/#breadcrumb"},"inLanguage":"th","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/"]}]},{"@type":"ImageObject","inLanguage":"th","@id":"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/#primaryimage","url":"https:\/\/www.mae-o.go.th\/home\/wp-content\/uploads\/2023\/01\/66-logo-news-scaled.jpg","contentUrl":"https:\/\/www.mae-o.go.th\/home\/wp-content\/uploads\/2023\/01\/66-logo-news-scaled.jpg","width":2560,"height":2185},{"@type":"BreadcrumbList","@id":"https:\/\/www.mae-o.go.th\/home\/how-ice-core-data-shapes-climate-prediction-today\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.mae-o.go.th\/home\/"},{"@type":"ListItem","position":2,"name":"How Ice Core Data Shapes Climate Prediction Today"}]},{"@type":"WebSite","@id":"https:\/\/www.mae-o.go.th\/home\/#website","url":"https:\/\/www.mae-o.go.th\/home\/","name":"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d","description":"Mae O Subdistrict Administrative Organization","publisher":{"@id":"https:\/\/www.mae-o.go.th\/home\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.mae-o.go.th\/home\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"th"},{"@type":"Organization","@id":"https:\/\/www.mae-o.go.th\/home\/#organization","name":"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d","url":"https:\/\/www.mae-o.go.th\/home\/","logo":{"@type":"ImageObject","inLanguage":"th","@id":"https:\/\/www.mae-o.go.th\/home\/#\/schema\/logo\/image\/","url":"https:\/\/www.mae-o.go.th\/home\/wp-content\/uploads\/2026\/04\/cropped-\u0e42\u0e25\u0e42\u0e01\u0e49-\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d-\u0e41\u0e01\u0e49\u0e44\u0e02.jpg","contentUrl":"https:\/\/www.mae-o.go.th\/home\/wp-content\/uploads\/2026\/04\/cropped-\u0e42\u0e25\u0e42\u0e01\u0e49-\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d-\u0e41\u0e01\u0e49\u0e44\u0e02.jpg","width":981,"height":984,"caption":"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d"},"image":{"@id":"https:\/\/www.mae-o.go.th\/home\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.mae-o.go.th\/home\/#\/schema\/person\/5c140b42f403d53cd8a52eb87f433ee0","name":"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d","image":{"@type":"ImageObject","inLanguage":"th","@id":"https:\/\/www.mae-o.go.th\/home\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/42969b46486185acac8410146928e5e0384b006fde733ec153b8f0e3da7c9bdc?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/42969b46486185acac8410146928e5e0384b006fde733ec153b8f0e3da7c9bdc?s=96&d=mm&r=g","caption":"\u0e40\u0e17\u0e28\u0e1a\u0e32\u0e25\u0e15\u0e33\u0e1a\u0e25\u0e41\u0e21\u0e48\u0e2d\u0e49\u0e2d"},"sameAs":["http:\/\/www.mae-o.go.th"],"url":"https:\/\/www.mae-o.go.th\/home\/author\/maeo\/"}]}},"_links":{"self":[{"href":"https:\/\/www.mae-o.go.th\/home\/wp-json\/wp\/v2\/posts\/50009","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.mae-o.go.th\/home\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.mae-o.go.th\/home\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.mae-o.go.th\/home\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.mae-o.go.th\/home\/wp-json\/wp\/v2\/comments?post=50009"}],"version-history":[{"count":1,"href":"https:\/\/www.mae-o.go.th\/home\/wp-json\/wp\/v2\/posts\/50009\/revisions"}],"predecessor-version":[{"id":50010,"href":"https:\/\/www.mae-o.go.th\/home\/wp-json\/wp\/v2\/posts\/50009\/revisions\/50010"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.mae-o.go.th\/home\/wp-json\/wp\/v2\/media\/37922"}],"wp:attachment":[{"href":"https:\/\/www.mae-o.go.th\/home\/wp-json\/wp\/v2\/media?parent=50009"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.mae-o.go.th\/home\/wp-json\/wp\/v2\/categories?post=50009"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.mae-o.go.th\/home\/wp-json\/wp\/v2\/tags?post=50009"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}