A picture can tell us a lot about a volcano. So much so that, in recent years, an ever increasing number of cameras have been pointed at eruptions—such as that of Fagradalsfjall, Iceland, in 2021—and beamed around the world for all to see. At any given time over the 6 months of the 2021 Fagradalsfjall eruption, channels live-streaming footage from Fagradalsfjall 24 hours a day had thousands of viewers. The public, monitoring agencies, and researchers alike were tuned in to watch fresh lava fountaining, oozing, and exploding out of the ground.
[December 19, 2024 at 11:04:54 AKST] Aerial view of Okmok volcano, Alaska, from the OKCF site
Besides the awe-inspiring visual experience provided by eruptions, the presence of
ash, gas plumes, incandescence, and visual sighting of lava flows can all provide
a wealth of information into the state of an ongoing eruption, which may not be apparent
from other streams of data, such as seismicity and deformation. Monitoring agencies
use this information during the course of their typical eruption—pre-, during, and
post-—assessments to try better understand the potential hazards to the public. In
addition, once in place, these devices enable safe, remote monitoring of activity,
which is critical for the ongoing safety of the public and those tasked with monitoring,
alike. Think ‘spider legs’ from Dante’s Peak, if a little more static (and somewhat
more reliable!).Along with this wealth of imagery data has come a raft of research seeking to better understand eruption processes. For example, 2 cameras can be used in stereo to re-construct 3-D estimates of plume volumes, which can in turn provide improved forecasting of the potential for heightened concentrations of potentially harmful volcanic gases. Other research has sought to derive knowledge of the dynamics and properties of lava flows from time-lapse and video data, which can fed forward into future lava flow models that are used to forecast threats to the local population and infrastructure. In time, with more imagery data readily available, this field of research will play a pivotal role in eruption monitoring and even potentially forecasting.
{"docsConfig":{"theme":"mint","$schema":"https://mintlify.com/docs.json","name":"Avert Data","colors":{"primary":"#0B1D26","light":"#F0F0F0","dark":"#0B1D26"},"logo":{"light":"https://mintcdn.com/avert/6D1_XNdzck93VGdT/logo/light.png?fit=max\u0026auto=format\u0026n=6D1_XNdzck93VGdT\u0026q=85\u0026s=38c0e9ae80601c6e873e3a35326f00f8","dark":"https://mintcdn.com/avert/6D1_XNdzck93VGdT/logo/dark.png?fit=max\u0026auto=format\u0026n=6D1_XNdzck93VGdT\u0026q=85\u0026s=16afabd3e3dbe18d60d4e9965b993a2e"},"favicon":"https://mintcdn.com/avert/6D1_XNdzck93VGdT/favicon.ico?fit=max\u0026auto=format\u0026n=6D1_XNdzck93VGdT\u0026q=85\u0026s=34b6471818139d0237a2f302b5308807","api":{"playground":{"display":"interactive","proxy":true},"examples":{"defaults":"all","languages":["curl","python","javascript"]}},"navbar":{"links":[{"href":"mailto:avert-system@proton.me","label":"Support"}],"primary":{"type":"button","label":"Home","href":"https://avert.ldeo.columbia.edu"}},"footer":{"socials":{"github":"https://github.com/AVERT-System"}},"styling":{"latex":false},"navigation":{"pages":[]}},"deployment":{"deploymentMetadataValue":{"subdomain":"avert","hasAudioNarration":false,"actualSubdomain":"avert","customDomains":["data.avert.ldeo.columbia.edu"],"gitSource":{"type":"github","owner":"avert-system","repo":"avert-web-portal-data","deployBranch":"main","contentDirectory":"","isPrivate":true,"mountPath":"","label":""},"chroma":{"liveDeploymentHistoryId":"6ac55d7f9fc501da0d5513f8","collectionId":"9fe94db1-131e-4bb2-bce5-c137cebdc182","schemaVersion":"v2","latestBuiltDeploymentHistoryId":"6ac55d7f9fc501da0d5513f8"},"entitlements":{},"buildId":"6ac55d7f9fc501da0d5513f8","clientVersion":"0.0.4044","searchFilterCounts":[{"language":"default","tag":"Volcanoes","count":74},{"language":"default","tag":"Get Started","count":39},{"language":"default","tag":"Guides","count":26},{"language":"default","tag":"Okmok","count":25},{"language":"default","tag":"Seismic","count":25},{"language":"default","tag":"Cleveland","count":23},{"language":"default","tag":"GNSS","count":17},{"language":"default","tag":"Poás","count":14},{"language":"default","tag":"Visible Imagery","count":13},{"language":"default","tag":"Magnetic","count":12}]},"assistantConfig":{},"basePath":"","hasChatPermissions":false,"hasWebMcpPermissions":false,"toggles":[{"name":"kill-isr","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"agent-mintlify-slack","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"agent-integrations-settings","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automations-pr-grouping","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"custom-prefix","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"analytics-v7","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"user-flows-analytics","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"no-publish-flow","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-onboarding","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"llms-txt-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"snapshot-serving-live","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"stripTemperatureMiddleware","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"support-platform-pylon-zendesk","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"snapshot-serving","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"instant-rollback","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"granular-notifications-server","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"granular-notifications","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automations-fable","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"fixed-ai-action-pricing","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"automation-resolve-merge-conflict","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"scoped-publishing","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"mintql","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"page-level-analytics","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"editor-version-history-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"billing-page-v2","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"full-page-search","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workspace-projects","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"assistant-v5","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"byok-sep-25","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"fork-pr-previews","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"revalidation-jwt","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"vite-origin","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"billing-updated-9-15","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-sso-scim","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"hobby-abuse-scan","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"dashboard-inbox","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-signup","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"turbopuffer-dual-write","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"workos-enabled","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"approve-review-flow","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false},{"name":"sso-setup-deadline-banner","enabled":true,"variant":{"name":"disabled","enabled":false,"feature_enabled":true},"impressionData":false}],"googleFontsInlined":false},"customCss":[],"page":{"pagePath":"data-types/visible-imagery/background","slug":"/data-types/visible-imagery/background","pageMetadata":{"title":"Background","description":"Monitoring volcanoes with cameras","href":"/data-types/visible-imagery/background"},"description":{"compiledSource":"\"use strict\";\nconst {jsx: _jsx} = arguments[0];\nconst {useMDXComponents: _provideComponents} = arguments[0];\nfunction _createMdxContent(props) {\n const _components = {\n p: \"p\",\n ..._provideComponents(),\n ...props.components\n };\n return _jsx(_components.p, {\n children: \"Monitoring volcanoes with cameras\"\n });\n}\nfunction MDXContent(props = {}) {\n const {wrapper: MDXLayout} = {\n ..._provideComponents(),\n ...props.components\n };\n return MDXLayout ? _jsx(MDXLayout, {\n ...props,\n children: _jsx(_createMdxContent, {\n ...props\n })\n }) : _createMdxContent(props);\n}\nreturn {\n default: MDXContent\n};\n","frontmatter":{},"scope":{}},"pageType":"default","mdx":{"mdxSource":{"compiledSource":"\"use strict\";const{Fragment:_Fragment,jsx:_jsx,jsxs:_jsxs}=arguments[0];const{useMDXComponents:_provideComponents}=arguments[0];function _createMdxContent(props){const _components={p:`p`,..._provideComponents(),...props.components},{Frame,OptimizedImage}=_components;if(!Frame)_missingMdxReference(`Frame`,true);if(!OptimizedImage)_missingMdxReference(`OptimizedImage`,true);return _jsxs(_Fragment,{children:[_jsx(_components.p,{children:`A picture can tell us a lot about a volcano. So much so that, in recent years, an ever increasing number of cameras have been pointed at eruptions—such as that of Fagradalsfjall, Iceland, in 2021—and beamed around the world for all to see. At any given time over the 6 months of the 2021 Fagradalsfjall eruption, channels live-streaming footage from Fagradalsfjall 24 hours a day had thousands of viewers. The public, monitoring agencies, and researchers alike were tuned in to watch fresh lava fountaining, oozing, and exploding out of the ground.`}),`\n`,_jsx(Frame,{caption:`[December 19, 2024 at 11:04:54 AKST] Aerial view of Okmok volcano, Alaska, from the OKCF site`,children:_jsx(OptimizedImage,{src:`https://avert-legacy.ldeo.columbia.edu/archive/imagery/visible/311290/2024/OKCF/still/354/311290.OKCF.2024.354_200100-0000.jpg`,style:{borderRadius:`0.5rem`}})}),`\n`,_jsx(_components.p,{children:`Besides the awe-inspiring visual experience provided by eruptions, the presence of\nash, gas plumes, incandescence, and visual sighting of lava flows can all provide\na wealth of information into the state of an ongoing eruption, which may not be apparent\nfrom other streams of data, such as seismicity and deformation. Monitoring agencies\nuse this information during the course of their typical eruption—pre-, during, and\npost-—assessments to try better understand the potential hazards to the public. In\naddition, once in place, these devices enable safe, remote monitoring of activity,\nwhich is critical for the ongoing safety of the public and those tasked with monitoring,\nalike. Think ‘spider legs’ from Dante’s Peak, if a little more static (and somewhat\nmore reliable!).`}),`\n`,_jsx(_components.p,{children:`Along with this wealth of imagery data has come a raft of research seeking to better understand eruption processes. For example, 2 cameras can be used in stereo to re-construct 3-D estimates of plume volumes, which can in turn provide improved forecasting of the potential for heightened concentrations of potentially harmful volcanic gases. Other research has sought to derive knowledge of the dynamics and properties of lava flows from time-lapse and video data, which can fed forward into future lava flow models that are used to forecast threats to the local population and infrastructure. In time, with more imagery data readily available, this field of research will play a pivotal role in eruption monitoring and even potentially forecasting.`})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide it.\")}","frontmatter":{},"scope":{"config":{},"pageMetadata":{"title":"Background","description":"Monitoring volcanoes with cameras","href":"/data-types/visible-imagery/background"}}},"mdxSourceWithNoJs":null},"mdxExtracts":{"tableOfContents":[],"codeExamples":{}},"jsLinks":[],"subdomain":"avert","siteName":"Avert Data","title":"Background - Avert Data","navMaps":{"firstHrefInVersion":{},"firstHrefInLanguage":{}},"lastModified":"2026-01-27T22:17:59.579Z","originalFileLocation":"data-types/visible-imagery/background.mdx"},"headHtml":"\u003cscript data-mint-head>(function(){var d=document.documentElement,p=null;if(!p){try{p=localStorage.getItem(\"isDarkMode\")}catch(e){}if(p==='true')p='dark';else if(p==='false')p='light';if(p!=='light'\u0026\u0026p!=='dark'\u0026\u0026p!=='system')p=\"system\"}var r=p==='system'?(matchMedia(\"(prefers-color-scheme: dark)\").matches?'dark':'light'):p;d.classList.remove(r==='dark'?'light':'dark');d.classList.add(r);d.setAttribute(\"data-theme-preference\",p)})();\u003c/script>\u003cmeta data-mint-head name=\"description\" content=\"Monitoring volcanoes with cameras\">\u003cmeta data-mint-head name=\"application-name\" content=\"Avert Data\">\u003cmeta data-mint-head name=\"generator\" content=\"Mintlify\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"/mintlify-assets/_mintlify/favicons/avert/mugwWliYjJBsbzN7/_generated/favicon/android-chrome-192x192.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"/mintlify-assets/_mintlify/favicons/avert/mugwWliYjJBsbzN7/_generated/favicon/apple-touch-icon.png\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/mintlify-assets/_mintlify/favicons/avert/mugwWliYjJBsbzN7/_generated/favicon/favicon-16x16.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/mintlify-assets/_mintlify/favicons/avert/mugwWliYjJBsbzN7/_generated/favicon/favicon-32x32.png\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/mintlify-assets/_mintlify/favicons/avert/mugwWliYjJBsbzN7/_generated/favicon/favicon.ico\" media=\"(prefers-color-scheme: light)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"/mintlify-assets/_mintlify/favicons/avert/mugwWliYjJBsbzN7/_generated/favicon-dark/android-chrome-192x192.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"16x16\" href=\"/mintlify-assets/_mintlify/favicons/avert/mugwWliYjJBsbzN7/_generated/favicon-dark/favicon-16x16.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"/mintlify-assets/_mintlify/favicons/avert/mugwWliYjJBsbzN7/_generated/favicon-dark/favicon-32x32.png\" media=\"(prefers-color-scheme: dark)\">\u003clink data-mint-head rel=\"shortcut icon\" type=\"image/x-icon\" href=\"/mintlify-assets/_mintlify/favicons/avert/mugwWliYjJBsbzN7/_generated/favicon-dark/favicon.ico\" media=\"(prefers-color-scheme: dark)\">\u003cmeta data-mint-head property=\"og:title\" content=\"Background - Avert Data\">\u003cmeta data-mint-head property=\"og:description\" content=\"Monitoring volcanoes with cameras\">\u003cmeta data-mint-head property=\"og:site_name\" content=\"Avert Data\">\u003cmeta data-mint-head property=\"og:url\" content=\"https://data.avert.ldeo.columbia.edu/data-types/visible-imagery/background\">\u003cmeta data-mint-head property=\"og:type\" content=\"website\">\u003cmeta data-mint-head property=\"og:image\" content=\"https://avert.mintlify.app/_mintlify/api/og/v2?division=Get+Started\u0026amp;title=Background\u0026amp;description=Monitoring+volcanoes+with+cameras\u0026amp;theme=3957f445a82165534eb08d7a\u0026amp;signature=cfd1022bfdf33b8e5332cd1c9b3ceafa829a4e039431cd0d19802a1f7f3154e9\">\u003cmeta data-mint-head property=\"og:image:width\" content=\"1200\">\u003cmeta data-mint-head property=\"og:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"twitter:card\" content=\"summary_large_image\">\u003cmeta data-mint-head name=\"twitter:title\" content=\"Background - Avert Data\">\u003cmeta data-mint-head name=\"twitter:description\" content=\"Monitoring volcanoes with cameras\">\u003cmeta data-mint-head name=\"twitter:image\" content=\"https://avert.mintlify.app/_mintlify/api/og/v2?division=Get+Started\u0026amp;title=Background\u0026amp;description=Monitoring+volcanoes+with+cameras\u0026amp;theme=3957f445a82165534eb08d7a\u0026amp;signature=cfd1022bfdf33b8e5332cd1c9b3ceafa829a4e039431cd0d19802a1f7f3154e9\">\u003cmeta data-mint-head name=\"twitter:image:width\" content=\"1200\">\u003cmeta data-mint-head name=\"twitter:image:height\" content=\"630\">\u003cmeta data-mint-head name=\"msapplication-config\" content=\"/mintlify-assets/_mintlify/favicons/avert/mugwWliYjJBsbzN7/_generated/favicon/browserconfig.xml\">\u003cmeta data-mint-head name=\"apple-mobile-web-app-title\" content=\"Avert Data\">\u003cmeta data-mint-head name=\"msapplication-TileColor\" content=\"#0B1D26\">\u003clink data-mint-head rel=\"canonical\" href=\"https://data.avert.ldeo.columbia.edu/data-types/visible-imagery/background\">\u003clink data-mint-head rel=\"alternate\" type=\"application/xml\" href=\"/sitemap.xml\">\u003clink data-mint-head rel=\"alternate\" type=\"text/markdown\" href=\"/data-types/visible-imagery/background.md\">\u003cscript data-mint-head type=\"application/ld+json\">{\"@context\":\"https://schema.org\",\"@graph\":[{\"@type\":\"Organization\",\"@id\":\"https://data.avert.ldeo.columbia.edu/#organization\",\"name\":\"Avert Data\",\"url\":\"https://data.avert.ldeo.columbia.edu\",\"logo\":{\"@type\":\"ImageObject\",\"url\":\"https://mintcdn.com/avert/6D1_XNdzck93VGdT/logo/light.png?fit=max\u0026auto=format\u0026n=6D1_XNdzck93VGdT\u0026q=85\u0026s=38c0e9ae80601c6e873e3a35326f00f8\"}},{\"@type\":\"WebSite\",\"@id\":\"https://data.avert.ldeo.columbia.edu#website\",\"name\":\"Avert Data\",\"url\":\"https://data.avert.ldeo.columbia.edu\",\"publisher\":{\"@id\":\"https://data.avert.ldeo.columbia.edu/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https://data.avert.ldeo.columbia.edu/data-types/visible-imagery/background#webpage\",\"url\":\"https://data.avert.ldeo.columbia.edu/data-types/visible-imagery/background\",\"name\":\"Background\",\"description\":\"Monitoring volcanoes with cameras\",\"dateModified\":\"2026-01-27T22:17:59.579Z\",\"isPartOf\":{\"@id\":\"https://data.avert.ldeo.columbia.edu#website\"},\"breadcrumb\":{\"@id\":\"https://data.avert.ldeo.columbia.edu/data-types/visible-imagery/background#breadcrumb\"}},{\"@type\":\"BreadcrumbList\",\"@id\":\"https://data.avert.ldeo.columbia.edu/data-types/visible-imagery/background#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Avert Data\",\"item\":\"https://data.avert.ldeo.columbia.edu\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Background\",\"item\":\"https://data.avert.ldeo.columbia.edu/data-types/visible-imagery/background\"}]},{\"@type\":[\"Article\",\"TechArticle\"],\"@id\":\"https://data.avert.ldeo.columbia.edu/data-types/visible-imagery/background#article\",\"headline\":\"Background\",\"name\":\"Background\",\"description\":\"Monitoring volcanoes with cameras\",\"url\":\"https://data.avert.ldeo.columbia.edu/data-types/visible-imagery/background\",\"mainEntityOfPage\":{\"@id\":\"https://data.avert.ldeo.columbia.edu/data-types/visible-imagery/background#webpage\"},\"dateModified\":\"2026-01-27T22:17:59.579Z\",\"publisher\":{\"@id\":\"https://data.avert.ldeo.columbia.edu/#organization\"},\"isPartOf\":{\"@id\":\"https://data.avert.ldeo.columbia.edu#website\"}}]}\u003c/script>\u003cscript data-mint-head type=\"application/ld+json\">{\"@context\":\"https://schema.org\",\"@type\":\"WebSite\",\"name\":\"Avert Data\",\"creator\":{\"@type\":\"Organization\",\"name\":\"Mintlify\",\"url\":\"https://mintlify.com\"}}\u003c/script>","siteName":"Avert Data","nav":{"global":null,"tabs":[{"tab":"Visible Imagery","groups":[{"group":"Get Started","pages":[{"title":"Background","href":"/data-types/visible-imagery/background"},{"title":"Products","description":null,"href":"/data-types/visible-imagery/products"},{"title":"Instruments","href":"/data-types/visible-imagery/instruments"}]},{"group":"Guides","pages":[{"title":"Data Access","href":"/data-types/visible-imagery/data-access"},{"title":"Data Attribution","href":"/data-types/visible-imagery/data-attribution"}]},{"group":"Volcanoes","pages":[{"group":"Cleveland","pages":[{"title":"CLCO","href":"/data-types/visible-imagery/volcanoes/cleveland/cleveland-clco"},{"title":"CLNE","href":"/data-types/visible-imagery/volcanoes/cleveland/cleveland-clne"},{"title":"CLCL","href":"/data-types/visible-imagery/volcanoes/cleveland/cleveland-clcl"},{"title":"CLES","href":"/data-types/visible-imagery/volcanoes/cleveland/cleveland-cles"}]},{"group":"Poás","pages":[{"title":"VPMI","href":"/data-types/visible-imagery/volcanoes/poas/poas-vpmi"}]},{"group":"Okmok","pages":[{"title":"OKCF","href":"/data-types/visible-imagery/volcanoes/okmok/okmok-okcf"},{"title":"OKIF","href":"/data-types/visible-imagery/volcanoes/okmok/okmok-okif"}]},{"group":"Villarrica","pages":[{"title":"RKPI","href":"/data-types/visible-imagery/volcanoes/villarrica/villarrica-rkpi"}]}]}]},{"tab":"Infrared Imagery","pages":[{"title":"Infrared Imagery","href":"/data-types/infrared-imagery/background"}]},{"tab":"Seismic","pages":[{"title":"Seismic","href":"/data-types/seismic/background"}]},{"tab":"GNSS","pages":[{"title":"GNSS","href":"/data-types/gnss/background"}]},{"tab":"MultiGAS","pages":[{"title":"MultiGAS","href":"/data-types/multigas/background"}]},{"tab":"ScanningDOAS SO2","pages":[{"title":"ScanningDOAS SO2","href":"/data-types/scanningdoas-so2/background"}]},{"tab":"Soil CO2","pages":[{"title":"Soil CO2","href":"/data-types/soil-co2/background"}]},{"tab":"Soil Temperature","pages":[{"title":"Soil Temperature","href":"/data-types/soil-temperature/background"}]},{"tab":"Magnetic","pages":[{"title":"Magnetic","href":"/data-types/magnetic/background"}]},{"tab":"Gravimetric","pages":[{"title":"Gravimetric","href":"/data-types/gravimetric/background"}]},{"tab":"Infrasound","pages":[{"title":"Infrasound","href":"/data-types/infrasound/background"}]},{"tab":"Weather","pages":[{"title":"Weather","href":"/data-types/weather/background"}]},{"tab":"Power System","pages":[{"title":"Power System","href":"/data-types/power-system/background"}]}]},"basePath":"","title":"Background - Avert Data","buildId":"dpl_DeHjVRGfFnhYQwHnfC2pjeXXv8h9","deploymentId":"dpl_DeHjVRGfFnhYQwHnfC2pjeXXv8h9","dynamics":["07c022d89b","a74be98ba7","a9bb46feb3"],"chunks":["Frame-DXXFP6nH.js","DynamicMarkdown-B54_zNBF.js","zoom-image-lightbox-BG6oD64b.js","lightbox-handle-r17bVUz3.js","Markdown-DfhCTwyA.js","clsx-xpJZXxdP.js","lib-DuNMoZ05.js","lib-B8HbPgcC.js","html-void-elements-mCSPHezU.js","dist-BTZUMDnx.js","katex-YMM-FMeD.js","marked.esm-CZWythHk.js","AssistantPageLink-DqdKa2R4.js"]}