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:where([role=\"tablist\"],[role=\"toolbar\"],[hidden],button,.nx-theme-toggle,.nx-live-slot){display:none}#nxe-n1fn7gwo.nxe img{max-width:100%;height:auto}<\/style><svg class=\"nx-defs\" aria-hidden=\"true\" focusable=\"false\" width=\"0\" height=\"0\"><defs><linearGradient id=\"nx-gi\" x1=\"0\" y1=\"0\" x2=\"1\" y2=\"1\"><stop offset=\"0\" class=\"nx-gi-a\"\/><stop offset=\"0.55\" class=\"nx-gi-b\"\/><stop offset=\"1\" class=\"nx-gi-c\"\/><\/linearGradient><linearGradient id=\"nx-giu\" gradientUnits=\"userSpaceOnUse\" x1=\"0\" y1=\"0\" x2=\"800\" y2=\"0\"><stop offset=\"0\" class=\"nx-gi-a\"\/><stop offset=\"0.55\" class=\"nx-gi-b\"\/><stop offset=\"1\" class=\"nx-gi-c\"\/><\/linearGradient><linearGradient id=\"nx-gp\" x1=\"0\" y1=\"0\" x2=\"1\" y2=\"1\"><stop offset=\"0\" class=\"nx-gp-a\"\/><stop offset=\"1\" class=\"nx-gp-b\"\/><\/linearGradient><\/defs><\/svg><section class=\"nx-scene nx-es-scene\" data-scene=\"text\" data-ground=\"none\" data-es-org=\"gcri\" aria-labelledby=\"nx-scene-title\"><div class=\"nx-scene-intro nx-es-intro\"><p class=\"nx-eyebrow\"><abbr title=\"The Global Centre for Risk and Innovation\">GCRI<\/abbr> \u00b7 Economic Development<\/p><span class=\"nx-scene-rule\" aria-hidden=\"true\"><\/span><h1 id=\"nx-scene-title\" class=\"nx-scene-title\">Network science for economies<\/h1><p class=\"nx-scene-lede\">Network science maps how economies are connected through trade, production, finance and capabilities. In this field it reveals how shocks propagate along supply chains and which products and capabilities lie close to those a country already has.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"https:\/\/therisk.global\/economic-development\/write-to-us\/contact\/\">Make an enquiry <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a class=\"nx-btn\" data-variant=\"secondary\" href=\"https:\/\/therisk.global\/economic-development\/stem\/\">Back to STEM foundation of Economic Development<\/a><\/div><\/div><\/section><section id=\"nx-s-1-sec\" class=\"nx-section\" data-hue=\"finance\" data-tone=\"alt\" aria-labelledby=\"nx-s-1\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">01<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Register<\/span><\/div><h2 id=\"nx-s-1\" class=\"nx-section-title\">Network science for economies on the record.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-es-fig\" data-es-layout=\"workbench\"><div class=\"nx-hero-panel\"><div class=\"nx-register\"><div class=\"nx-register-head\"><span class=\"nx-eyebrow\"><strong>Method record<\/strong><\/span><span class=\"nx-eyebrow\">STEM method<\/span><\/div><ol class=\"nx-register-rows\"><li><div><span class=\"nx-register-k\">Method<\/span><span class=\"nx-register-v\">Network science and contagion<\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Steward<\/span><span class=\"nx-register-v\"><a class=\"nx-link\" href=\"https:\/\/therisk.global\/systems-modelling\/\">Systems Science and Modelling<\/a><\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Applied in<\/span><span class=\"nx-register-v\">Economic Development<\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Data<\/span><span class=\"nx-register-v\"><a class=\"nx-link\" href=\"#nx-sec-data\">3 inputs<\/a><\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Checks<\/span><span class=\"nx-register-v\"><a class=\"nx-link\" href=\"#nx-sec-checks\">3 validation steps<\/a><\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Canonical page<\/span><span class=\"nx-register-v\"><a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/mathematics\/network-science\/\">STEM Commons<\/a><\/span><\/div><\/li><\/ol><\/div><\/div><\/div><\/div><\/div><\/section><section id=\"nx-sec-application\" class=\"nx-section\" data-hue=\"finance\" data-tone=\"alt\" data-variant=\"stack\" aria-labelledby=\"nx-s-2\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">02<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Application<\/span><\/div><h2 id=\"nx-s-2\" class=\"nx-section-title\">What network science and contagion does here.<\/h2><p class=\"nx-lede\">Network science and contagion study how the structure of connections among entities shapes the spread of failures, information and disease. It provides tools to analyse interdependent infrastructure, supply chains and financial <a class=\"nx-link nx-term\" href=\"https:\/\/docs.therisk.global\/organization\/systems\" data-tc=\"Systems\" data-tk=\"Nexus Standards\" data-td=\"The twenty Nexus systems, NXS-CMD to NXS-LAB\">systems<\/a>. In economic development and development finance, network science identifies critical nodes and pathways through which shocks propagate across sectors. It informs targeted protection and diversification to limit cascades. The canonical description is on <a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/mathematics\/network-science\/\">the STEM Commons<\/a>.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-cols\"><article><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\" data-size=\"lg\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><rect x=\"16\" y=\"16\" width=\"6\" height=\"6\" rx=\"1\"\/><rect x=\"2\" y=\"16\" width=\"6\" height=\"6\" rx=\"1\"\/><rect x=\"9\" y=\"2\" width=\"6\" height=\"6\" rx=\"1\"\/><path d=\"M5 16v-3a1 1 0 0 1 1-1h12a1 1 0 0 1 1 1v3\"\/><path d=\"M12 12V8\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Product space analysis<\/h3><p class=\"nx-p nx-mt-1\">Products are linked by how often countries export them together, revealing which new products are close to existing capabilities.<\/p><\/article><article><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\" data-size=\"lg\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><circle cx=\"12\" cy=\"4.5\" r=\"2.5\"\/><path d=\"m10.2 6.3-3.9 3.9\"\/><circle cx=\"4.5\" cy=\"12\" r=\"2.5\"\/><path d=\"M7 12h10\"\/><circle cx=\"19.5\" cy=\"12\" r=\"2.5\"\/><path d=\"m13.8 17.7 3.9-3.9\"\/><circle cx=\"12\" cy=\"19.5\" r=\"2.5\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Input-output shock propagation<\/h3><p class=\"nx-p nx-mt-1\">Input-output networks trace how a shock to one sector affects suppliers and customers across the economy.<\/p><\/article><article><div class=\"nx-glyph-row\"><span class=\"nx-glyph\" data-tone=\"accent\" data-size=\"lg\"><svg class=\"nx-i\" viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><circle cx=\"8\" cy=\"8\" r=\"6\"\/><path d=\"M18.09 10.37A6 6 0 1 1 10.34 18\"\/><path d=\"M7 6h1v4\"\/><path d=\"m16.71 13.88.7.71-2.82 2.82\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Financial interconnectedness<\/h3><p class=\"nx-p nx-mt-1\">Exposures between banks, firms and the government are mapped to see how distress could spread.<\/p><\/article><\/div><\/div><\/div><\/section><section id=\"nx-sec-field\" class=\"nx-section\" data-hue=\"finance\" aria-labelledby=\"nx-s-3\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">03<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Geography<\/span><\/div><h2 id=\"nx-s-3\" class=\"nx-section-title\">Activity and hazards in Africa.<\/h2><p class=\"nx-lede\">Night lights, population density and land cover over Africa, from NASA GIBS. Each layer carries its own date.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-canvas-wrap\"><div class=\"nx-cmap-field\" data-nx-map=\"ctx-field\" data-cmap=\"africa:trade\" data-ml-feeds=\"eonet|https:\/\/eonet.gsfc.nasa.gov\/api\/v3\/events\" data-ml-src=\"trade\" data-ml-plan=\"p-c8585220\" data-ml-view=\"2d\" data-ml-ctx=\"theme:trade\" data-ml-list=\"gibs.energy.ntl gibs.health.people gibs.biodiversity.ssta gibs.water.true gibs.food.cover gibs.water.flood ev.eonet r.dist r.hls f.marine r.labels r.hbase gx.nhc\" data-ml-tools=\"inspect measure aoi export\"><div class=\"nx-wm\" data-nx-water=\"ctx-trade\" data-wm-domain=\"ctx-trade\" data-wm-tiles=\"on\" data-wm-flat=\"on\" data-wm-focus=\"-19,-36,53,38\" data-ws-live=\"off\" data-claim=\"INTEGRATED\" data-wm-panel=\"closed\" data-wm-mode=\"2d\"><div class=\"nx-wm-stage\" tabindex=\"0\" role=\"application\" aria-roledescription=\"interactive map\" aria-label=\"Activity and hazards, Africa: satellite and model layers from NASA on a 3D terrain of ASTER GDEM elevation. Arrow keys move; with Shift they turn and tilt in 3D; plus and minus zoom, 0 resets; I inspects, question mark lists the keys.\" aria-describedby=\"nx-wm-help\"><canvas class=\"nx-wm-canvas\" aria-hidden=\"true\"><\/canvas><p class=\"nx-wm-noscript\">The interactive map needs JavaScript; the layer list and sources are below.<\/p><div class=\"nx-wm-presets\" role=\"group\" aria-label=\"Quick views\"><button type=\"button\" class=\"nx-wm-preset\" data-wm-preset=\"ntl,people||||\" aria-pressed=\"false\">Lights and people<\/button><button type=\"button\" class=\"nx-wm-preset\" data-wm-preset=\"ntl||||\" aria-pressed=\"false\">Night lights<\/button><button type=\"button\" class=\"nx-wm-preset\" data-wm-preset=\"people||||\" aria-pressed=\"false\">Population<\/button><button type=\"button\" class=\"nx-wm-preset\" data-wm-preset=\"ssta||||\" aria-pressed=\"false\">Marine heat<\/button><\/div><div class=\"nx-wm-panel\" id=\"nx-wm-panel\" role=\"region\" aria-label=\"Map layers\"><div class=\"nx-wm-panel-head\"><p class=\"nx-wm-panel-title\">Layers <span class=\"nx-wm-count\">3<\/span><\/p><button type=\"button\" class=\"nx-wm-icon nx-wm-panel-close\" data-wm-act=\"panel\" aria-label=\"Close the layer list\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M3.5 3.5l9 9M12.5 3.5l-9 9\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><\/div><div class=\"nx-wm-panel-body\"><div class=\"nx-wm-group\"><p class=\"nx-wm-group-title\">Activity and hazards, for this page<\/p><button type=\"button\" class=\"nx-wm-layer\" data-wm-toggle=\"ntl\" aria-pressed=\"true\" data-wm-z=\"20\" data-wm-lag=\"0\" data-wm-op=\"0.9\" data-wm-short=\"Night lights\" data-wm-prov=\"NASA LAADS DAAC\" data-wm-kind=\"Satellite radiance, corrected for moonlight and atmosphere\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">Night-time lights, daily<\/span><span class=\"nx-wm-layer-src\">NASA LAADS DAAC VIIRS Black Marble (VNP46A2) \u00b7 <span data-wm-date=\"ntl\">12 Oct 2026<\/span><\/span><span class=\"nx-wm-layer-src\" data-wm-ep=\"observed\" data-wm-lic=\"NASA open data\" data-wm-unit=\"nW\/(cm\u00b2 sr)\">Observed<\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"ntl\" hidden><\/div><details class=\"nx-wm-prov\" data-wm-prov-for=\"gibs.energy.ntl\"><summary>About this layer<\/summary><dl class=\"nx-wm-prov-list\"><dt>Evidence<\/dt><dd>Observed<\/dd><dt>Source<\/dt><dd>VIIRS Black Marble (VNP46A2) (NASA LAADS DAAC)<\/dd><dt>Provider<\/dt><dd>NASA LAADS DAAC<\/dd><dt>Licence<\/dt><dd><a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener noreferrer\">NASA open data<\/a><\/dd><dt>Vintage<\/dt><dd>daily; Satellite radiance, corrected for moonlight and atmosphere<\/dd><dt>Newest at build<\/dt><dd>2026-10-12<\/dd><dt>Resolution<\/dt><dd>about 500 m grid<\/dd><dt>Uncertainty<\/dt><dd>Satellite night-time radiance for the date shown; lights are a proxy for electricity use and outages, not a measurement of supply or access.<\/dd><dt>Reached through<\/dt><dd>gibs.earthdata.nasa.gov, only after you allow the live map<\/dd><\/dl><\/details><button type=\"button\" class=\"nx-wm-layer\" data-wm-toggle=\"people\" aria-pressed=\"true\" data-wm-z=\"21\" data-wm-lag=\"0\" data-wm-op=\"0.8\" data-wm-short=\"Population density\" data-wm-prov=\"NASA SEDAC (CIESIN, Columbia University)\" data-wm-kind=\"Census-based estimate, static (2020)\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">Population density, 2020<\/span><span class=\"nx-wm-layer-src\">NASA SEDAC (CIESIN, Columbia University) Gridded Population of the World v4.11 \u00b7 <span data-wm-date=\"people\">static<\/span><\/span><span class=\"nx-wm-layer-src\" data-wm-ep=\"estimated\" data-wm-lic=\"CC BY 4.0\" data-wm-unit=\"people\/km\u00b2\">Estimated<\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"people\" hidden><\/div><details class=\"nx-wm-prov\" data-wm-prov-for=\"gibs.health.people\"><summary>About this layer<\/summary><dl class=\"nx-wm-prov-list\"><dt>Evidence<\/dt><dd>Estimated<\/dd><dt>Source<\/dt><dd>Gridded Population of the World v4.11 (NASA SEDAC (CIESIN, Columbia University))<\/dd><dt>Provider<\/dt><dd>NASA SEDAC (CIESIN, Columbia University)<\/dd><dt>Licence<\/dt><dd><a class=\"nx-link\" href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\" rel=\"noopener noreferrer\">CC BY 4.0<\/a><\/dd><dt>Vintage<\/dt><dd>null; Census-based estimate, static (2020)<\/dd><dt>Resolution<\/dt><dd>about 1 km grid<\/dd><dt>Uncertainty<\/dt><dd>Census-based estimate of people per square kilometre in 2020, shown as exposure context; not a count of people affected by any hazard.<\/dd><dt>Reached through<\/dt><dd>gibs.earthdata.nasa.gov, only after you allow the live map<\/dd><\/dl><\/details><button type=\"button\" class=\"nx-wm-layer\" data-wm-toggle=\"ssta\" aria-pressed=\"false\" data-wm-z=\"22\" data-wm-lag=\"0\" data-wm-op=\"0.85\" data-wm-short=\"Marine heat (anomaly)\" data-wm-prov=\"NASA JPL PO.DAAC\" data-wm-kind=\"Satellite analysis\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">Sea surface temperature anomaly<\/span><span class=\"nx-wm-layer-src\">NASA JPL PO.DAAC GHRSST MUR25 \u00b7 <span data-wm-date=\"ssta\">12 Oct 2026<\/span><\/span><span class=\"nx-wm-layer-src\" data-wm-ep=\"observed\" data-wm-lic=\"NASA open data\" data-wm-unit=\"\u00b0C\">Observed<\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"ssta\" hidden><\/div><details class=\"nx-wm-prov\" data-wm-prov-for=\"gibs.biodiversity.ssta\"><summary>About this layer<\/summary><dl class=\"nx-wm-prov-list\"><dt>Evidence<\/dt><dd>Observed<\/dd><dt>Source<\/dt><dd>GHRSST MUR25 (NASA JPL PO.DAAC)<\/dd><dt>Provider<\/dt><dd>NASA JPL PO.DAAC<\/dd><dt>Licence<\/dt><dd><a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener noreferrer\">NASA open data<\/a><\/dd><dt>Vintage<\/dt><dd>daily; Satellite analysis<\/dd><dt>Newest at build<\/dt><dd>2026-10-12<\/dd><dt>Resolution<\/dt><dd>about 2 km grid<\/dd><dt>Uncertainty<\/dt><dd>Satellite analysis of how far sea temperature departs from its usual value for the date shown; a marine heat indicator, not a <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-h27\" data-tc=\"NHS-1 eco.species.coral-bleaching\" data-tk=\"Land and ecosystems \u00b7 Biodiversity and species stress\" data-td=\"Corals expelling their algal partners under heat stress, turning white and often dying, with loss of reef fisheries and shore protection.\" data-ts=\"NRS-H27\" data-tr=\"draft\">coral bleaching<\/a> alert.<\/dd><dt>Reached through<\/dt><dd>gibs.earthdata.nasa.gov, only after you allow the live map<\/dd><\/dl><\/details><button type=\"button\" class=\"nx-wm-layer\" data-wm-toggle=\"true\" aria-pressed=\"false\" data-wm-z=\"4\" data-wm-lag=\"1\" data-wm-op=\"0.6\" data-wm-prov=\"NASA LANCE\" data-wm-kind=\"Satellite image\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">True colour<\/span><span class=\"nx-wm-layer-src\">NASA LANCE VIIRS NOAA-20 corrected reflectance \u00b7 <span data-wm-date=\"true\">13 Oct 2026<\/span><\/span><span class=\"nx-wm-layer-src\" data-wm-ep=\"observed\" data-wm-lic=\"NASA open data\">Observed<\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"true\" hidden><\/div><details class=\"nx-wm-prov\" data-wm-prov-for=\"gibs.water.true\"><summary>About this layer<\/summary><dl class=\"nx-wm-prov-list\"><dt>Evidence<\/dt><dd>Observed<\/dd><dt>Source<\/dt><dd>VIIRS NOAA-20 corrected reflectance (NASA LANCE)<\/dd><dt>Provider<\/dt><dd>NASA LANCE<\/dd><dt>Licence<\/dt><dd><a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener noreferrer\">NASA open data<\/a><\/dd><dt>Vintage<\/dt><dd>daily; Satellite image<\/dd><dt>Newest at build<\/dt><dd>2026-10-14<\/dd><dt>Resolution<\/dt><dd>about 250 m grid<\/dd><dt>Uncertainty<\/dt><dd>Satellite image. Satellite or model raster as the provider publishes it. Clouds, swath gaps and retrieval error leave gaps and noise; values are indicators, not measurements at a place.<\/dd><dt>Reached through<\/dt><dd>gibs.earthdata.nasa.gov, only after you allow the live map<\/dd><\/dl><\/details><button type=\"button\" class=\"nx-wm-layer\" data-wm-toggle=\"cover\" aria-pressed=\"true\" data-wm-z=\"24\" data-wm-lag=\"0\" data-wm-time=\"latest\" data-wm-op=\"0.7\" data-wm-short=\"Land cover\" data-wm-prov=\"NASA LP DAAC\" data-wm-kind=\"Satellite classification; latest year GIBS publishes\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">Land cover type (IGBP), yearly<\/span><span class=\"nx-wm-layer-src\">NASA LP DAAC MODIS Terra and Aqua land cover (MCD12Q1) \u00b7 <span data-wm-date=\"cover\">2024<\/span><\/span><span class=\"nx-wm-layer-src\" data-wm-ep=\"modelled\" data-wm-lic=\"NASA open data\" data-wm-unit=\"class\">Modelled (latest year GIBS publishes)<\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"cover\" hidden><\/div><details class=\"nx-wm-prov\" data-wm-prov-for=\"gibs.food.cover\"><summary>About this layer<\/summary><dl class=\"nx-wm-prov-list\"><dt>Evidence<\/dt><dd>Modelled (latest year GIBS publishes)<\/dd><dt>Source<\/dt><dd>MODIS Terra and Aqua land cover (MCD12Q1) (NASA LP DAAC)<\/dd><dt>Provider<\/dt><dd>NASA LP DAAC<\/dd><dt>Licence<\/dt><dd><a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener noreferrer\">NASA open data<\/a><\/dd><dt>Vintage<\/dt><dd>yearly; Satellite classification; latest year GIBS publishes<\/dd><dt>Newest at build<\/dt><dd>2024-01-01<\/dd><dt>Resolution<\/dt><dd>about 500 m grid<\/dd><dt>Uncertainty<\/dt><dd>Satellite land cover classes for the year shown, including croplands; a classification with known errors, not a farm register.<\/dd><dt>Reached through<\/dt><dd>gibs.earthdata.nasa.gov, only after you allow the live map<\/dd><\/dl><\/details><button type=\"button\" class=\"nx-wm-layer\" data-wm-toggle=\"flood\" aria-pressed=\"false\" data-wm-z=\"25\" data-wm-lag=\"0\" data-wm-short=\"Flood water\" data-wm-prov=\"NASA LANCE\" data-wm-kind=\"Satellite detection; clouds leave gaps\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">Flood water, 3-day composite<\/span><span class=\"nx-wm-layer-src\">NASA LANCE VIIRS Global Flood Product \u00b7 <span data-wm-date=\"flood\">14 Oct 2026<\/span><\/span><span class=\"nx-wm-layer-src\" data-wm-ep=\"observed\" data-wm-lic=\"NASA open data\">Observed (clouds leave gaps)<\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"flood\" hidden><\/div><details class=\"nx-wm-prov\" data-wm-prov-for=\"gibs.water.flood\"><summary>About this layer<\/summary><dl class=\"nx-wm-prov-list\"><dt>Evidence<\/dt><dd>Observed (clouds leave gaps)<\/dd><dt>Source<\/dt><dd>VIIRS Global Flood Product (NASA LANCE)<\/dd><dt>Provider<\/dt><dd>NASA LANCE<\/dd><dt>Licence<\/dt><dd><a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener noreferrer\">NASA open data<\/a><\/dd><dt>Vintage<\/dt><dd>daily; Satellite detection; clouds leave gaps<\/dd><dt>Newest at build<\/dt><dd>2026-10-14<\/dd><dt>Resolution<\/dt><dd>about 250 m grid<\/dd><dt>Uncertainty<\/dt><dd>Satellite detection; clouds leave gaps. Satellite or model raster as the provider publishes it. Clouds, swath gaps and retrieval error leave gaps and noise; values are indicators, not measurements at a place.<\/dd><dt>Reached through<\/dt><dd>gibs.earthdata.nasa.gov, only after you allow the live map<\/dd><\/dl><\/details><\/div><\/div><\/div><div class=\"nx-wm-rail\" role=\"toolbar\" aria-orientation=\"vertical\" aria-label=\"Map controls\"><button type=\"button\" class=\"nx-wm-icon nx-wm-open\" data-wm-act=\"panel\" aria-controls=\"nx-wm-panel\" aria-expanded=\"false\" aria-label=\"Layers\" title=\"Layers\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M8 2.5l-6.5 3.5 6.5 3.5 6.5-3.5zm-6.5 6.5 6.5 3.5 6.5-3.5m-13 2.8 6.5 3.5 6.5-3.5\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><button type=\"button\" class=\"nx-wm-icon\" data-wm-act=\"tools\" aria-controls=\"nx-wm-menu\" aria-expanded=\"false\" aria-label=\"Expert tools\" title=\"Expert tools\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M3 4.5l10 0m-10 3.5 10 0m-10 3.5 10 0m-7.5-8.5 0 3m5 .5 0 3m-3.5.5 0 3\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><span class=\"nx-wm-sep\" aria-hidden=\"true\"><\/span><button type=\"button\" class=\"nx-wm-icon\" data-wm-act=\"in\" aria-label=\"Zoom in\" title=\"Zoom in\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M8 3v10M3 8h10\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><button type=\"button\" class=\"nx-wm-icon\" data-wm-act=\"out\" aria-label=\"Zoom out\" title=\"Zoom out\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M3 8h10\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><button type=\"button\" class=\"nx-wm-icon\" data-wm-act=\"reset\" aria-label=\"Reset the view\" title=\"Reset the view\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M3.2 8a4.8 4.8 0 1 0 1.5-3.5M3.2 2.6v2.6h2.6\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><button type=\"button\" class=\"nx-wm-icon\" data-wm-act=\"full\" aria-label=\"Full screen\" title=\"Full screen\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M2.5 6l0-3.5 3.5 0m7.5 3.5 0-3.5-3.5 0m-7.5 7.5 0 3.5 3.5 0m7.5-3.5 0 3.5-3.5 0\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><\/div><div class=\"nx-wm-menu\" id=\"nx-wm-menu\" role=\"menu\" aria-label=\"Expert tools\" hidden><button type=\"button\" class=\"nx-wm-menu-item\" role=\"menuitemcheckbox\" aria-checked=\"false\" data-wm-tool=\"inspect\">Inspect a point<kbd>I<\/kbd><\/button><button type=\"button\" class=\"nx-wm-menu-item\" role=\"menuitemcheckbox\" aria-checked=\"false\" data-wm-tool=\"measure\">Measure distance<kbd>M<\/kbd><\/button><button type=\"button\" class=\"nx-wm-menu-item\" role=\"menuitem\" data-wm-tool=\"share\">Copy a link to this view<\/button><button type=\"button\" class=\"nx-wm-menu-item\" role=\"menuitem\" data-wm-tool=\"png\">Export as PNG with credits<\/button><button type=\"button\" class=\"nx-wm-menu-item\" role=\"menuitem\" data-wm-tool=\"xt\" data-wm-xt=\"NxAjSJ6JoGGZsXu22d+kvA4nR9AJ6Njy+\/Xy2FIyELw=\">More expert tools<\/button><button type=\"button\" class=\"nx-wm-menu-item\" role=\"menuitem\" data-wm-tool=\"keys\">Keyboard shortcuts<kbd>?<\/kbd><\/button><\/div><div class=\"nx-wm-keys\" role=\"dialog\" aria-label=\"Keyboard shortcuts\" hidden><p class=\"nx-wm-keys-title\">Keyboard, with the map focused<\/p><dl class=\"nx-wm-keys-list\"><\/dl><button type=\"button\" class=\"nx-wm-icon nx-wm-keys-close\" data-wm-tool=\"keys\" aria-label=\"Close the shortcuts\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M3.5 3.5l9 9M12.5 3.5l-9 9\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><\/div><p class=\"nx-wm-hint\" hidden>Hold Ctrl or \u2318 and scroll to zoom<\/p><p class=\"nx-wm-toolbar\" role=\"status\" hidden><\/p><div class=\"nx-wm-tip\" role=\"tooltip\" hidden><\/div><div class=\"nx-wm-pin\" hidden><div class=\"nx-wm-pin-head\"><p class=\"nx-wm-pin-title\"><\/p><button type=\"button\" class=\"nx-wm-icon\" data-wm-act=\"unpin\" aria-label=\"Close the card\"><svg viewBox=\"0 0 16 16\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M3.5 3.5l9 9M12.5 3.5l-9 9\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg><\/button><\/div><div class=\"nx-wm-pin-chart\"><\/div><div class=\"nx-wm-pin-body\"><\/div><\/div><div class=\"nx-wm-dock\"><div class=\"nx-wm-time\" role=\"group\" aria-label=\"Imagery date\"><button type=\"button\" class=\"nx-wm-icon\" data-wm-step=\"prev\" aria-label=\"One day earlier\">\u2039<\/button><p class=\"nx-wm-time-label\">Latest available<\/p><button type=\"button\" class=\"nx-wm-icon\" data-wm-step=\"next\" aria-label=\"One day later\">\u203a<\/button><span class=\"nx-wm-track\" role=\"slider\" tabindex=\"0\" aria-label=\"Imagery date, up to 30 days back\" aria-valuemin=\"0\" aria-valuemax=\"30\" aria-valuenow=\"30\" aria-valuetext=\"Latest available\"><\/span><button type=\"button\" class=\"nx-wm-latest\" data-wm-step=\"latest\" aria-pressed=\"true\">Latest<\/button><\/div><div class=\"nx-wm-chips\" role=\"group\" aria-label=\"Legends\"><\/div><p class=\"nx-wm-attrib\">NASA GIBS \/ EOSDIS \u00b7 ASTER GDEM (METI, NASA) \u00b7 Blue Marble (NASA) \u00b7 \u00a9 OpenStreetMap contributors (ODbL) \u00b7 Natural Earth<\/p><div class=\"nx-wm-legends\" aria-live=\"polite\" hidden><\/div><\/div><\/div><div class=\"nx-container nx-wm-below\"><p class=\"nx-wm-status\" role=\"status\">Loading the latest NASA imagery.<\/p><p id=\"nx-wm-help\" class=\"nx-wm-help\">Drag to move. Ctrl or \u2318 and scroll, pinch or the buttons to zoom; hover for the values under the pointer; reset returns to the region.<\/p><p class=\"nx-caption\"><span>Activity and hazards, framed on Africa.<\/span><span data-honesty=\"true\">Satellite and model products as NASA publishes them, each with its own date. They are indicators, not assessments of any place.<\/span><\/p><details class=\"nx-wm-credits\"><summary><span class=\"nx-wm-credits-line\">Data: NASA GIBS \u00b7 ASTER GDEM \u00b7 Blue Marble \u00b7 <a class=\"nx-link\" href=\"https:\/\/www.openstreetmap.org\/copyright\" rel=\"noopener\">\u00a9 OpenStreetMap contributors<\/a> \u00b7 Natural Earth \u00b7 NASA EONET \u00b7 NASA JPL OPERA DIST-ALERT<\/span><span class=\"nx-wm-credits-more\">Sources and licences<\/span><\/summary><p class=\"nx-wm-credit\"><ul class=\"nx-wm-credit-list\"><li data-wm-credit=\"nasa.gibs.field-layers\">We acknowledge the use of imagery provided by services from NASA&#8217;s Global Imagery Browse Services (GIBS), part of NASA&#8217;s Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into hexagonal cells where shown (modified). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li data-wm-credit=\"nasa.gibs.water-layers\">We acknowledge the use of imagery provided by services from NASA&#8217;s Global Imagery Browse Services (GIBS), part of NASA&#8217;s Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into hexagonal cells where shown (modified). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li data-wm-credit=\"nasa.laads.black-marble\">VIIRS Black Marble night-time lights, NASA Goddard Space Flight Center; distributed by the NASA Level-1 and Atmosphere Archive and Distribution System (LAADS DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into hexagonal cells where shown (modified). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li data-wm-credit=\"sedac.gpw-v4\">Center for International Earth Science Information Network (CIESIN), Columbia University. 2018. Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11. NASA Socioeconomic Data and Applications Center (SEDAC). Licensed under CC BY 4.0. Colours redrawn from the published colour map; values averaged into hexagonal cells where shown (modified). <a class=\"nx-link\" href=\"https:\/\/doi.org\/10.7927\/H49C6VHW\" rel=\"noopener\">doi:10.7927\/H49C6VHW<\/a>. <a class=\"nx-link\" href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\" rel=\"noopener\">CC BY 4.0<\/a><\/li><li data-wm-credit=\"nasa.podaac.ghrsst-mur\">GHRSST Level 4 MUR analyses, NASA Jet Propulsion Laboratory; distributed by the NASA Physical Oceanography DAAC (PO.DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into hexagonal cells where shown (modified). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li data-wm-credit=\"nasa.lance.viirs-water\">VIIRS near-real-time products (flood, land surface temperature, snow cover, corrected reflectance), NASA LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into hexagonal cells where shown (modified). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li data-wm-credit=\"nasa.modis-viirs.land\">MODIS land products (vegetation indices, gross primary production, land cover), NASA LP DAAC and LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into hexagonal cells where shown (modified). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li data-wm-credit=\"nasa-meti.aster-gdem-v3\">ASTER GDEM is a product of METI and NASA (ASTER Global Digital Elevation Model V003, NASA LP DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into hexagonal cells where shown (modified). Cite as: NASA\/METI\/AIST\/Japan Spacesystems and U.S.\/Japan ASTER Science Team (2019). ASTER Global Digital Elevation Model V003. <a class=\"nx-link\" href=\"https:\/\/doi.org\/10.5067\/ASTER\/ASTGTM.003\" rel=\"noopener\">doi:10.5067\/ASTER\/ASTGTM.003<\/a>. <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li data-wm-credit=\"naturalearth.all-scales\">Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com. <a class=\"nx-link\" href=\"https:\/\/www.naturalearthdata.com\/about\/terms-of-use\/\" rel=\"noopener\">Public domain<\/a><\/li><li data-wm-credit=\"nasa.gibs.reference-osm\">\u00a9 OpenStreetMap contributors (ODbL), via NASA GIBS (coastlines, boundaries, roads and place names). Colours redrawn from the published colour map; values averaged into hexagonal cells where shown (modified). <a class=\"nx-link\" href=\"https:\/\/www.openstreetmap.org\/copyright\" rel=\"noopener\">ODbL<\/a><\/li><li data-wm-credit=\"nasa.earth-observatory.blue-marble\">Blue Marble, NASA Earth Observatory; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into hexagonal cells where shown (modified). <a class=\"nx-link\" href=\"https:\/\/www.earthdata.nasa.gov\/engage\/open-data-services-software-policies\" rel=\"noopener\">NASA open data<\/a><\/li><li>Context on the globe and flat map: coastlines, boundaries, roads and place names from NASA GIBS reference layers (OpenStreetMap data, ODbL, \u00a9 OpenStreetMap contributors); Blue Marble imagery as an optional base; 3D terrain and the elevation read-out from the ASTER GDEM elevation colour index (5 m to 200 m classes, exaggerated for legibility). Boundaries are drawn as published and imply no position on any territory.<\/li><li><\/li><li>Live events: NASA Earth Observatory Natural Event Tracker (EONET); events are indicative and keep their original source links.<\/li><li>Live: NASA EONET Events are indicative, not authority warnings.<\/li><li>Observed (EO): NASA JPL OPERA DIST-ALERT (contains modified Copernicus Sentinel data 2026). We acknowledge the use of imagery provided by services from NASA&#8217;s Global Imagery Browse Services (GIBS), part of NASA&#8217;s Earth Science Data and Information System (ESDIS).<\/li><li>NASA GIBS: We acknowledge the use of imagery provided by services from NASA&#8217;s Global Imagery Browse Services (GIBS), part of NASA&#8217;s Earth Science Data and Information System (ESDIS).<\/li><li>Weather data by Open-Meteo.com (https:\/\/open-meteo.com\/), licensed under CC BY 4.0 (https:\/\/creativecommons.org\/licenses\/by\/4.0\/).<\/li><li>Optional layers (7 sources in the layer list: live, forecast, observed and context) print their provider credit on the map and here when switched on; forecasts are model output and derived indices are estimates.<\/li><\/ul><p class=\"nx-wm-credit\"><strong>Layers and dates<\/strong><\/p><ul class=\"nx-wm-credit-list\"><li>Night-time lights, daily: VIIRS Black Marble (VNP46A2), NASA LAADS DAAC \u00b7 <span data-wm-date=\"ntl\">12 Oct 2026<\/span><\/li><li>Population density, 2020: Population: CIESIN, Columbia University, Gridded Population of the World v4.11 (2018), NASA SEDAC, <a class=\"nx-link\" href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\" rel=\"noopener\">CC BY 4.0<\/a> \u00b7 <span data-wm-date=\"people\">static<\/span><\/li><li>Sea surface temperature anomaly: GHRSST MUR25, NASA JPL PO.DAAC \u00b7 <span data-wm-date=\"ssta\">12 Oct 2026<\/span><\/li><li>True colour: VIIRS NOAA-20 corrected reflectance, NASA LANCE \u00b7 <span data-wm-date=\"true\">13 Oct 2026<\/span><\/li><li>Land cover type (IGBP), yearly: MODIS Terra and Aqua land cover (MCD12Q1), NASA LP DAAC \u00b7 <span data-wm-date=\"cover\">2024<\/span><\/li><li>Flood water, 3-day composite: VIIRS Global Flood Product, NASA LANCE \u00b7 <span data-wm-date=\"flood\">14 Oct 2026<\/span><\/li><\/ul><\/p><\/details><\/div><\/div><div class=\"nx-live-slot nx-live-slot--map\" data-nxf-slot=\"map\" data-nxf-kind=\"map\" data-nxf-resource=\"nexus:\/\/gcri\/G-P15\/stem\/network-science\/#map\" data-nxf-title=\"Economic Development live map\" data-nxf-height=\"560\" hidden><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"nx-section\" data-band=\"auto\" data-band-id=\"nx-band-1\" data-hue=\"finance\" aria-label=\"Data, Monitor, Validation, Twin and cascade simulator\"><div class=\"nx-container\"><div class=\"nx-hm-band nx-band\" data-nx-tabs=\"true\" data-active=\"p1\"><div class=\"nx-tablist nx-hm-tabs\" role=\"tablist\" aria-label=\"Data, Monitor, Validation, Twin and cascade simulator\"><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-1-tab-1\" aria-controls=\"nx-sec-data\" aria-selected=\"true\" data-key=\"p1\">Data<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-1-tab-2\" aria-controls=\"nx-s-5-sec\" aria-selected=\"false\" data-key=\"p2\">Monitor<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-1-tab-3\" aria-controls=\"nx-sec-checks\" aria-selected=\"false\" data-key=\"p3\">Validation<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-1-tab-4\" aria-controls=\"nx-sec-twin\" aria-selected=\"false\" data-key=\"p4\">Twin and cascade simulator<\/button><\/div><section id=\"nx-sec-data\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" data-variant=\"split\" aria-labelledby=\"nx-s-4\" role=\"tabpanel\" data-band-tab=\"nx-band-1-tab-1\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">04<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Data<\/span><\/div><h2 id=\"nx-s-4\" class=\"nx-section-title\">What the method consumes.<\/h2><p class=\"nx-lede\">Datasets and records used by network science and contagion on this platform, with the role each plays and the label its values carry. Sources are listed in <a class=\"nx-link\" href=\"https:\/\/therisk.global\/economic-development\/research\/sources\/\">the source register<\/a>.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Data<\/th><th scope=\"col\">Role<\/th><th scope=\"col\">Label<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Data\">Trade data<\/td><td data-label=\"Role\">Product space<\/td><td data-label=\"Label\"><span class=\"nx-chip\">Published statistics<\/span><\/td><\/tr><tr><td data-label=\"Data\">Input-output tables<\/td><td data-label=\"Role\">Sector links<\/td><td data-label=\"Label\"><span class=\"nx-chip\">ESTIMATED<\/span><\/td><\/tr><tr><td data-label=\"Data\">Financial exposure data<\/td><td data-label=\"Role\">Interconnections<\/td><td data-label=\"Label\"><span class=\"nx-chip\">REPORTED<\/span><\/td><\/tr><\/tbody><\/table><\/div><div class=\"nx-live-slot\" data-nxf-slot=\"data\" data-nxf-kind=\"data\" data-nxf-resource=\"nexus:\/\/gcri\/G-P15\/stem\/network-science\/#data\" data-nxf-title=\"Method record\" data-nxf-height=\"520\" hidden><\/div><div class=\"nx-live-slot\" data-nxf-slot=\"evidence\" data-nxf-kind=\"evidence\" data-nxf-resource=\"nexus:\/\/gcri\/G-P15\/stem\/network-science\/#evidence\" data-nxf-title=\"Evidence\" data-nxf-height=\"520\" hidden><\/div><\/div><\/div><\/section><section id=\"nx-s-5-sec\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" aria-labelledby=\"nx-s-5\" role=\"tabpanel\" data-band-tab=\"nx-band-1-tab-2\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">05<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Monitor<\/span><\/div><h2 id=\"nx-s-5\" class=\"nx-section-title\">Network analysis.<\/h2><p class=\"nx-lede\">The screen a team would use to follow this method: its measures, states and decisions. Names are examples and values are illustrative.<\/p><\/div><div class=\"nx-section-body\"><figure class=\"nx-fk nx-cx\" data-fk=\"cx-economy-method-network\" data-cx=\"economy.method-network\" data-variant=\"section\" aria-label=\"Network analysis: illustrative console with example names and values\"><div class=\"nx-fk-head\"><div class=\"nx-fk-heading\"><h3 class=\"nx-fk-title\">Network analysis<\/h3><p class=\"nx-fk-sub\">Economic development \u00b7 Network science for economies \u00b7 Run R-7605<\/p><\/div><div class=\"nx-fk-actions\"><button type=\"button\" class=\"nx-fk-btn\" data-fk-act=\"menu\" aria-haspopup=\"true\" aria-expanded=\"false\" hidden><svg viewBox=\"0 0 24 24\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M12 4v11\"\/><path d=\"m7 10 5 5 5-5\"\/><path d=\"M5 20h14\"\/><\/svg>Export<\/button><ul class=\"nx-fk-menu\" data-fk-menu=\"true\" hidden><li><button type=\"button\" data-fk-act=\"export-png\">Image<small>PNG of the map or chart<\/small><\/button><\/li><li><button type=\"button\" data-fk-act=\"export-csv\">Data<small>CSV of the figure&#8217;s values<\/small><\/button><\/li><\/ul><\/div><\/div><div class=\"nx-cx-status\"><span class=\"nx-fk-pill\" data-state=\"near\"><i aria-hidden=\"true\"><\/i>Single point of failure<\/span><span class=\"nx-cx-prod\">GCRI \u00b7 Economic Development<\/span><\/div><div class=\"nx-cx-grid\"><div class=\"nx-fk-panel nx-cx-p\" data-w=\"3\" data-t=\"map\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Dependency graph<\/h4><p class=\"nx-fk-panel-sub\">nodes: assets \u00b7 edges: dependencies<\/p><\/div><\/div><div class=\"nx-cx-map\"><svg class=\"nx-cx-svg\" viewBox=\"0 0 480 250\" role=\"img\" aria-label=\"Dependency graph: schematic on example geography. Illustrative.\" focusable=\"false\" data-nx-z=\"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\"><\/svg><\/div><\/div><div class=\"nx-fk-panel nx-cx-p\" data-w=\"3\" data-t=\"table\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Most central nodes<\/h4><\/div><\/div><div class=\"nx-fk-tablewrap\" data-fk-view=\"table:cx-economy-method-network-t1\"><table class=\"nx-fk-table\" data-fk-table=\"cx-economy-method-network-t1\" aria-label=\"Most central nodes\"><thead><tr><th scope=\"col\" data-col=\"c0\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c0\">Node<\/button><\/th><th scope=\"col\" data-col=\"c1\" data-num=\"true\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c1\">Betweenness<\/button><\/th><th scope=\"col\" data-col=\"c2\" data-num=\"true\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c2\">Degree<\/button><\/th><th scope=\"col\" data-col=\"c3\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c3\">Role<\/button><\/th><\/tr><\/thead><tbody><tr data-fk-key=\"cx-economy-method-network:r1-0\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>N3<\/td><td data-num=\"true\" data-sv=\"0.06\">0.06<\/td><td data-num=\"true\" data-sv=\"7\">7<\/td><td><span class=\"nx-fk-pill\" data-state=\"not\"><i aria-hidden=\"true\"><\/i>Critical<\/span><\/td><\/tr><tr data-fk-key=\"cx-economy-method-network:r1-1\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>N4<\/td><td data-num=\"true\" data-sv=\"0.06\">0.06<\/td><td data-num=\"true\" data-sv=\"12\">12<\/td><td><span class=\"nx-fk-pill\" data-state=\"off\"><i aria-hidden=\"true\"><\/i>Normal<\/span><\/td><\/tr><tr data-fk-key=\"cx-economy-method-network:r1-2\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>N5<\/td><td data-num=\"true\" data-sv=\"0.2\">0.20<\/td><td data-num=\"true\" data-sv=\"13\">13<\/td><td><span class=\"nx-fk-pill\" data-state=\"off\"><i aria-hidden=\"true\"><\/i>Normal<\/span><\/td><\/tr><tr data-fk-key=\"cx-economy-method-network:r1-3\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>N6<\/td><td data-num=\"true\" data-sv=\"0.08\">0.08<\/td><td data-num=\"true\" data-sv=\"11\">11<\/td><td><span class=\"nx-fk-pill\" data-state=\"off\"><i aria-hidden=\"true\"><\/i>Normal<\/span><\/td><\/tr><\/tbody><\/table><\/div><\/div><div class=\"nx-fk-panel nx-cx-p\" data-w=\"6\" data-t=\"chart\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Cascade size under removal<\/h4><\/div><\/div><svg class=\"nx-fk-svg\" viewBox=\"0 0 460 210\" width=\"460\" height=\"210\" role=\"img\" aria-label=\"Cascade size under removal\" focusable=\"false\" tabindex=\"0\" preserveAspectRatio=\"xMidYMid meet\" data-fk-chart=\"cx-economy-method-network-c2\" data-fk-xs=\"lin,0,23,36,446\" data-fk-ys=\"lin,0,100,180,20\" data-fk-series=\"Targeted removal|ink|l||0:7.3;1:8.5;2:7.3;3:12;4:10.6;5:8.9;6:6;7:12.3;8:10;9:14.3;10:12;11:9.5;12:9.6;13:10.4;14:10.5;15:10.2;16:17;17:15;18:13.7;19:13.9;20:14.7;21:19.9;22:26.1;23:24~Random removal|acc|l||0:11.9;1:14.2;2:12.3;3:11.7;4:16.8;5:15.2;6:16.6;7:17;8:16;9:18.9;10:24.5;11:29.2;12:29.9;13:32.6;14:37.6;15:39.5;16:44.1;17:48;18:52.4;19:55.1;20:54.5;21:55.5;22:61.2;23:60.1\" data-nx-z=\"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\"><\/svg><\/div><\/div><div class=\"nx-fk-tip\" aria-hidden=\"true\" hidden><\/div><figcaption class=\"nx-fk-cap\"><span>Network analysis: the screen&#8217;s structure, terms and states for Economic development.<\/span><span data-honesty=\"true\">Example names and illustrative values; a design, not a record or a live system.<\/span><\/figcaption><\/figure><\/div><\/div><\/section><section id=\"nx-sec-checks\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" aria-labelledby=\"nx-s-6\" role=\"tabpanel\" data-band-tab=\"nx-band-1-tab-3\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">06<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Validation<\/span><\/div><h2 id=\"nx-s-6\" class=\"nx-section-title\">How results are checked.<\/h2><p class=\"nx-lede\">Models are checked by reproducing observed cascades and outbreaks. Robustness of results to missing or uncertain links is tested.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Check<\/th><th scope=\"col\">How it is done<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Check\">Network robustness<\/td><td data-label=\"How it is done\">Results are tested with alternative thresholds and data years<\/td><\/tr><tr><td data-label=\"Check\">Validation against events<\/td><td data-label=\"How it is done\">Propagation models are compared with past shocks<\/td><\/tr><tr><td data-label=\"Check\">Data aggregation effects<\/td><td data-label=\"How it is done\">Sensitivity to sector aggregation is examined<\/td><\/tr><\/tbody><\/table><\/div><p class=\"nx-note nx-mt-3\">Network data are often incomplete or confidential. Static network models may miss adaptive behaviour during cascades.<\/p><\/div><\/div><\/section><section id=\"nx-sec-twin\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" data-span=\"wide\" data-ns-layout=\"twin\" aria-labelledby=\"nx-s-7\" role=\"tabpanel\" data-band-tab=\"nx-band-1-tab-4\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">07<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Twin and cascade simulator<\/span><\/div><h2 id=\"nx-s-7\" class=\"nx-section-title\">Model network science for economies as a system. Run the cascade.<\/h2><p class=\"nx-lede\">Assembled from the <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/\" data-tc=\"Nexus Standards\" data-tk=\"Nexus Standards\" data-td=\"The foundation standards\">Nexus Standards<\/a> area profile <a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/finance\/financial-and-economic-risk-standards\/\">Financial and economic risk standards<\/a>: the hazards it names, the <a class=\"nx-link nx-term\" href=\"https:\/\/docs.therisk.global\/organization\/systems\" data-tc=\"Systems\" data-tk=\"Nexus Standards\" data-td=\"The twenty Nexus systems, NXS-CMD to NXS-LAB\">systems<\/a> and sectors that carry the loss, the controls that dampen it and the data that observe it. Choose the components, pick an initiating hazard and step through the cascade. The Map view places the run on an example geography with open data. Every coupling weight is a stated assumption you can change. A teaching model, not a forecast, an assessment or a certification. To model a place of your own choosing, open the full <a class=\"nx-link\" href=\"https:\/\/therisk.global\/system-builder\/\">System Builder<\/a>.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-ns-twin\" data-ns-data=\"nx-twin-es-stem-network-science-G-P15\" data-ns-credits=\"Nexus Standards registry and area profiles; Nexus Hazard Standard NHS-1 1.1.0\"><div class=\"nx-ns-twin-static\"><div><p class=\"nx-eyebrow\">Hazards<\/p><ul class=\"nx-list\"><li><a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-h11\" data-tc=\"NHS-1 water.coastal.sea-level-rise\" data-tk=\"Water systems \u00b7 Coastal and sea-level hazards\" data-td=\"A long-term rise of mean sea level that raises the baseline for floods, erosion and saltwater intrusion.\" data-ts=\"NRS-H11\" data-tr=\"draft\">Sea-level rise<\/a><\/li><li><a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-h47\" data-tc=\"NHS-1 infra.structural.dam-failure\" data-tk=\"Built systems \u00b7 Structural and civil failure\" data-td=\"Breach or collapse of a dam, sending a sudden flood wave downstream.\" data-ts=\"NRS-H47\" data-tr=\"draft\">Dam failure<\/a><\/li><li><a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-h11\" data-tc=\"NHS-1 water.coastal.coastal-flood\" data-tk=\"Water systems \u00b7 Coastal and sea-level hazards\" data-td=\"Seawater overtopping or breaching the shoreline and flooding land, from surge, waves, high tides or a raised sea level.\" data-ts=\"NRS-H11\" data-tr=\"draft\">Coastal flood<\/a> (set off downstream)<\/li><li>Storm surge (set off downstream)<\/li><li>High-tide flooding (set off downstream)<\/li><li>Coastal erosion (set off downstream)<\/li><li>Saltwater intrusion (set off downstream)<\/li><li>Estuary flood (set off downstream)<\/li><li>River flood (set off downstream)<\/li><li>Flash flood (set off downstream)<\/li><li>Mass displacement (set off downstream)<\/li><li>Coastal habitat squeeze (set off downstream)<\/li><li>Wetland loss (set off downstream)<\/li><li>Mangrove loss (set off downstream)<\/li><li>Groundwater flood (set off downstream)<\/li><li>Widespread power outage (set off downstream)<\/li><li>Water supply shortfall (set off downstream)<\/li><li>Climate-driven migration and relocation (set off downstream)<\/li><\/ul><\/div><div><p class=\"nx-eyebrow\">Systems and couplings<\/p><ul class=\"nx-list\"><li><a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/finance\/financial-and-economic-risk-standards\/\">Financial and economic risk standards<\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/climate\/climate-risk-standards\/\">Climate risk standards<\/a> <span class=\"nx-ns-sub\">Cascade<\/span><\/li><li><a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/finance\/financial-stability-and-prudential-risk\/\">Financial stability and prudential risk<\/a> <span class=\"nx-ns-sub\">Mechanism<\/span><\/li><li><a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/society\/political-and-governance-risk-standards\/\">Political and governance risk standards<\/a> <span class=\"nx-ns-sub\">Feedback<\/span><\/li><li><a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/industry-trade\/supply-chain-and-trade-risk\/\">Supply chain and trade risk<\/a> <span class=\"nx-ns-sub\">Cascade<\/span><\/li><\/ul><\/div><div><p class=\"nx-eyebrow\">Controls<\/p><ul class=\"nx-list\"><li><code>NS-0<\/code> Constitution and principles<\/li><li><code>NS-3<\/code> Risk record UNIs (grammar, legacy crosswalk, allocation authority)<\/li><li><code>NS-9<\/code> Contextual UNIs (deployments, instances, programme instances)<\/li><li><code>NS-10<\/code> Policies and clauses (machine-readable obligations: definition, binding, evaluation and enforcement)<\/li><li><code>NS-11<\/code> Verification and monitoring (evidence, attestations, zero-trust conformance observation)<\/li><li><code>NS-14<\/code> Conformance and crosswalk to external standards<\/li><li><code>NRS-H59<\/code> Hazard family: Economic shocks and governance failure (NHS-1 soc.economic)<\/li><li><code>NRS-H113<\/code> Hazard family: Financial-system fragility (NHS-1 soc.financial-system)<\/li><li><code>NRS-H118<\/code> Hazard family: Organised crime and illicit economies (NHS-1 soc.crime)<\/li><li><code>NRS-H114<\/code> Hazard family: Macroeconomic and fiscal shocks (NHS-1 soc.macro-fiscal)<\/li><li><code>NRS-H61<\/code> Hazard family: Cascading failure (NHS-1 sys.cascade)<\/li><li><code>NRS-U27<\/code> <a class=\"nx-link\" href=\"https:\/\/docs.therisk.global\/organization\/programme\/universe\">Universe<\/a> platform profile: Sovereign Capital Nexus<\/li><\/ul><\/div><div><p class=\"nx-eyebrow\">Observation<\/p><ul class=\"nx-list\"><li>IMF data services (WEO, IFS, FSI via SDMX) (listed for reference)<\/li><li>BIS Data Portal (credit, debt service, property prices, banking statistics) (listed for reference)<\/li><li>World Bank Open Data and World Development Indicators API (listed for reference)<\/li><li>OECD Data Explorer (SDMX API) (listed for reference)<\/li><li>Macroeconomic Dashboard<\/li><li>Debt service as a proportion of exports of goods and services<\/li><li>Financial Soundness Indicators<\/li><\/ul><\/div><div><p class=\"nx-eyebrow\">Example geography<\/p><ul class=\"nx-list\"><li>Western Europe: 152 hexagonal cells<\/li><li>Night lights tonight, outages (VIIRS Day\/Night Band), NASA GIBS<\/li><li>Surface water through cloud, 30 m (OPERA DSWx-S1 radar), NASA GIBS<\/li><li>Rain rate, last half hour (IMERG), NASA GIBS<\/li><li>Vegetation disturbance alerts, 30 m (OPERA DIST-ALERT), NASA GIBS<\/li><\/ul><\/div><\/div><\/div><\/div><\/div><\/section><\/div><\/div><\/section><section class=\"nx-section\" data-band=\"auto\" data-band-id=\"nx-band-2\" data-tone=\"alt\" data-hue=\"finance\" aria-label=\"Connections, Methods and evidence, Stewardship\"><div class=\"nx-container\"><div class=\"nx-hm-band nx-band\" data-nx-tabs=\"true\" data-active=\"p1\"><div class=\"nx-tablist nx-hm-tabs\" role=\"tablist\" aria-label=\"Connections, Methods and evidence, Stewardship\"><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-1\" aria-controls=\"nx-sec-connections\" aria-selected=\"true\" data-key=\"p1\">Connections<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-2\" aria-controls=\"nx-sec-audience\" aria-selected=\"false\" data-key=\"p2\">Methods and evidence<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-3\" aria-controls=\"nx-sec-stewardship\" aria-selected=\"false\" data-key=\"p3\">Stewardship<\/button><\/div><section id=\"nx-sec-connections\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" data-variant=\"stack\" aria-labelledby=\"nx-s-8\" role=\"tabpanel\" data-band-tab=\"nx-band-2-tab-1\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">08<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Connections<\/span><\/div><h2 id=\"nx-s-8\" class=\"nx-section-title\">Topics that rely on this method.<\/h2><\/div><div class=\"nx-section-body\"><ul class=\"nx-list\" data-nav=\"true\"><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/economic-development\/topics\/industrial-policy-and-upgrading\/\"><span>Industrial policy and upgrading<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/economic-development\/topics\/trade-and-external-shocks\/\"><span>Trade and external shocks<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/economic-development\/topics\/regional-economic-development\/\"><span>Regional economic development<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/economic-development\/topics\/food-energy-water-economics\/\"><span>Food energy water economics<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><\/ul><\/div><\/div><\/section><section id=\"nx-sec-audience\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" aria-labelledby=\"nx-s-9\" role=\"tabpanel\" data-band-tab=\"nx-band-2-tab-2\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">09<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Methods and evidence<\/span><\/div><h2 id=\"nx-s-9\" class=\"nx-section-title\">How network science for economies is modelled, measured and tested.<\/h2><p class=\"nx-lede\">The model, its assumptions, its data and its uncertainty, in the form a scientist or engineer would check. Structures follow published methods. The values drawn are illustrative, not findings.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-au\" data-au-voice=\"science\" data-au-n=\"1\"><figure class=\"nx-au-c\" data-au-fig=\"method-panel\"><h3 class=\"nx-h4\">Model, equations and assumptions<\/h3><p class=\"nx-p nx-au-what\">The model structure used for network science for economies, the assumptions it makes and how each is tested.<\/p><div class=\"nx-au-eqs\"><div class=\"nx-au-eq\"><span class=\"nx-au-k\">Risk of element i<\/span><code>R<sub>i<\/sub> = f(H<sub>i<\/sub>, E<sub>i<\/sub>, V<sub>i<\/sub>, C<sub>i<\/sub>)<\/code><span class=\"nx-au-n\">hazard, exposure, vulnerability and coping capacity<\/span><\/div><div class=\"nx-au-eq\"><span class=\"nx-au-k\">Expected annual loss<\/span><code>EAL = &#8721;<sub>k<\/sub> p<sub>k<\/sub> &#183; L<sub>k<\/sub><\/code><span class=\"nx-au-n\">over events k with annual probability p<sub>k<\/sub><\/span><\/div><div class=\"nx-au-eq\"><span class=\"nx-au-k\">Coupled systems<\/span><code>x<sub>t+1<\/sub> = A x<sub>t<\/sub> + B u<sub>t<\/sub> + &#949;<sub>t<\/sub><\/code><span class=\"nx-au-n\">A carries the couplings, u the shock, &#949; the error<\/span><\/div><\/div><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Assumption<\/th><th scope=\"col\">Why it is made<\/th><th scope=\"col\">How it is tested<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Assumption\">Hazard and exposure are independent within an event<\/td><td data-label=\"Why it is made\">Keeps the loss integral tractable<\/td><td data-label=\"How it is tested\">Compare with a copula fit on joint records<\/td><\/tr><tr><td data-label=\"Assumption\">Couplings are linear near the operating point<\/td><td data-label=\"Why it is made\">Lets shocks propagate through A<\/td><td data-label=\"How it is tested\">Perturb beyond the linear range and compare<\/td><\/tr><tr><td data-label=\"Assumption\">Vulnerability curves transfer between places<\/td><td data-label=\"Why it is made\">Local curves are rarely available<\/td><td data-label=\"How it is tested\">Validate against observed losses where they exist<\/td><\/tr><\/tbody><\/table><\/div><dl class=\"nx-au-kv\"><div><dt>Inputs<\/dt><dd>versioned datasets with provenance<\/dd><\/div><div><dt>Outputs<\/dt><dd>distributions, never single numbers<\/dd><\/div><div><dt>Code<\/dt><dd>released with the model card and tests<\/dd><\/div><div><dt>Reproduction<\/dt><dd>same data, code, environment and seed<\/dd><\/div><\/dl><figcaption class=\"nx-caption\"><span>Standard risk and state-space formulations; the assumptions listed are typical of the method, stated for review, not results.<\/span><\/figcaption><\/figure><\/div><div class=\"nx-chips nx-au-fw\" aria-label=\"Frameworks cited\"><span class=\"nx-chip\">FAIR guiding principles \u00b7 GO FAIR and FORCE11<\/span><span class=\"nx-chip\">W3C PROV \u00b7 World Wide Web Consortium<\/span><span class=\"nx-chip\">Guidance on consistent treatment of uncertainties \u00b7 IPCC<\/span><span class=\"nx-chip\">CEOS Analysis Ready Data \u00b7 Committee on Earth Observation Satellites<\/span><\/div><\/div><\/div><\/section><section id=\"nx-sec-stewardship\" class=\"nx-section nx-band-panel\" data-hue=\"finance\" data-variant=\"stack\" aria-labelledby=\"nx-s-10\" role=\"tabpanel\" data-band-tab=\"nx-band-2-tab-3\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">10<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Stewardship<\/span><\/div><h2 id=\"nx-s-10\" class=\"nx-section-title\">Who maintains the method.<\/h2><p class=\"nx-lede\"><a class=\"nx-link\" href=\"https:\/\/therisk.global\/systems-modelling\/\">Systems Science and Modelling<\/a> stewards network science and contagion for the Consortium and reviews how it is applied across platforms.<\/p><\/div><div class=\"nx-section-body\"><p class=\"nx-p\"><a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/mathematics\/network-science\/\">Canonical page: Network science and contagion<\/a><\/p><\/div><\/div><\/section><\/div><\/div><\/section><section id=\"nx-s-11-sec\" class=\"nx-section\" data-hue=\"finance\" aria-labelledby=\"nx-s-11\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">11<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Process<\/span><\/div><h2 id=\"nx-s-11\" class=\"nx-section-title\">How the process runs.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-canvas-wrap\"><div class=\"nx-pe\" id=\"nx-pe-systemic-cascade\" data-nx-pe=\"nx-pe-systemic-cascade\" data-active=\"systemic-cascade\"><div class=\"nx-pe-shell\"><p class=\"nx-pe-eb\">Process<\/p><h2 class=\"nx-pe-title\">Network science for economies: Cascade across systems<\/h2><p class=\"nx-pe-cap\">An initial hazard can trigger later risks and events; this illustration draws one cascade across <a class=\"nx-link nx-term\" href=\"https:\/\/docs.therisk.global\/organization\/systems\" data-tc=\"Systems\" data-tk=\"Nexus Standards\" data-td=\"The twenty Nexus systems, NXS-CMD to NXS-LAB\">systems<\/a> such as energy, water, ICT, health and transport.<\/p><ol class=\"nx-pe-steps\"><li class=\"nx-pe-lane\"><h3 class=\"nx-pe-lane-t\">01 Hazard<\/h3><ol><li class=\"nx-pe-step\"><span class=\"nx-pe-n\" translate=\"no\">01<\/span><span class=\"nx-pe-st\">Initiating hazard<\/span><span class=\"nx-pe-k\">Dataset \u00b7 Ministry of finance<\/span><span class=\"nx-pe-sm\"><a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-c1\" data-tc=\"NRS-C1 cascading-risk\" data-tk=\"Nexus risk vocabulary\" data-td=\"Risk that an initial event sets off a sequence of secondary failures across dependent systems, so that the total harm greatly exceeds the initial impact.\" data-ts=\"NRS-C1\" data-tr=\"draft\">Cascading risk<\/a> is the risk that hazard events trigger later risks and events, through chains of interrelated hazards or impacts.<\/span><\/li><\/ol><\/li><li class=\"nx-pe-lane\"><h3 class=\"nx-pe-lane-t\">02 First-order systems<\/h3><ol><li class=\"nx-pe-step\"><span class=\"nx-pe-n\" translate=\"no\">02<\/span><span class=\"nx-pe-st\">Example system: energy<\/span><span class=\"nx-pe-k\">Model \u00b7 System operator<\/span><span class=\"nx-pe-sm\">An example of a system a hazard can hit first. What depends on it is set by a dependency survey.<\/span><\/li><li class=\"nx-pe-step\"><span class=\"nx-pe-n\" translate=\"no\">03<\/span><span class=\"nx-pe-st\">Example system: water<\/span><span class=\"nx-pe-k\">Model \u00b7 System operator<\/span><span class=\"nx-pe-sm\">A second example of a system a hazard can hit first. Its links to other systems are shown as examples only.<\/span><\/li><\/ol><\/li><li class=\"nx-pe-lane\"><h3 class=\"nx-pe-lane-t\">03 Second-order systems<\/h3><ol><li class=\"nx-pe-step\"><span class=\"nx-pe-n\" translate=\"no\">04<\/span><span class=\"nx-pe-st\">Example system: ICT<\/span><span class=\"nx-pe-k\">Model \u00b7 System operator<\/span><span class=\"nx-pe-sm\">An example of a system that may depend on others, for example on backup power. Survey data set the real dependencies.<\/span><\/li><li class=\"nx-pe-step\"><span class=\"nx-pe-n\" translate=\"no\">05<\/span><span class=\"nx-pe-st\">Example system: health services<\/span><span class=\"nx-pe-k\">Model \u00b7 System operator<\/span><span class=\"nx-pe-sm\">An example of a system that may depend on water, power and data. Survey data set the real dependencies.<\/span><\/li><li class=\"nx-pe-step\"><span class=\"nx-pe-n\" translate=\"no\">06<\/span><span class=\"nx-pe-st\">Example system: transport<\/span><span class=\"nx-pe-k\">Model \u00b7 System operator<\/span><span class=\"nx-pe-sm\">An example of a system that may depend on ICT, fuel and logistics. Survey data set the real dependencies.<\/span><\/li><\/ol><\/li><li class=\"nx-pe-lane\"><h3 class=\"nx-pe-lane-t\">04 Limiting the cascade<\/h3><ol><li class=\"nx-pe-step\"><span class=\"nx-pe-n\" translate=\"no\">07<\/span><span class=\"nx-pe-st\">Buffers and redundancy<\/span><span class=\"nx-pe-k\">Step \u00b7 Ministry of finance<\/span><span class=\"nx-pe-sm\">Buffers, redundancy and restoration can limit how far an impact spreads. The OECD report moves from single assets to system resilience.<\/span><\/li><li class=\"nx-pe-step\"><span class=\"nx-pe-n\" translate=\"no\">08<\/span><span class=\"nx-pe-st\">Restoration priorities<\/span><span class=\"nx-pe-k\">Decision \u00b7 Ministry of finance<\/span><span class=\"nx-pe-sm\">The responsible party sets which services are restored first, under its own rules.<\/span><\/li><\/ol><\/li><\/ol><p class=\"nx-pe-foot\"><span>Outline of an external standard or method, from its public sources. It describes what the framework says, not a record of any run. It does not show that Nexus or any partner performs, certifies or approves a step. A gate is a step of the method, never a Nexus approval. The dependencies are examples. A dependency survey for the place sets them.<\/span><\/p><\/div><\/div><\/div><\/div><\/div><\/section><section id=\"nx-s-12-sec\" class=\"nx-section\" data-hue=\"finance\" data-tone=\"alt\" aria-labelledby=\"nx-s-12\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">12<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Connected<\/span><\/div><h2 id=\"nx-s-12\" class=\"nx-section-title\">Where this page leads across the Consortium.<\/h2><\/div><div class=\"nx-section-body\"><ul class=\"nx-dest\"><li><a class=\"nx-dest-card\" href=\"https:\/\/therisk.global\/systems-modelling\/stem\/network-science\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Steward platform<\/span><span class=\"nx-dest-host\">GCRI<\/span><\/span><span class=\"nx-dest-title\">Network science methods<\/span><span class=\"nx-dest-why\">Systems Science and Modelling stewards this method.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><\/ul><\/div><\/div><\/section><section id=\"nx-s-13-sec\" class=\"nx-section\" data-hue=\"finance\" aria-labelledby=\"nx-s-13\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">13<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Questions<\/span><\/div><h2 id=\"nx-s-13\" class=\"nx-section-title\">Questions and answers.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-faq\"><details><summary>What are the limits of network science and contagion in this field?<\/summary><div class=\"nx-answer\">Network data are often incomplete or confidential. Static network models may miss adaptive behaviour during cascades.<\/div><\/details><details><summary>How are results checked?<\/summary><div class=\"nx-answer\">Models are checked by reproducing observed cascades and outbreaks. Robustness of results to missing or uncertain links is tested.<\/div><\/details><details><summary>Are the values on this page real?<\/summary><div class=\"nx-answer\">The data names, roles and checks are real descriptions of practice. The canvas shows a design of the method&#8217;s use, not a run; no result is reported here.<\/div><\/details><details><summary>Where else is this method applied?<\/summary><div class=\"nx-answer\">The <a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/mathematics\/network-science\/\">canonical method page<\/a> lists every platform that applies it.<\/div><\/details><\/div><\/div><\/div><\/section><section id=\"nx-sec-nr-gateway\" class=\"nx-section\" data-hue=\"finance\" data-tone=\"alt\" aria-labelledby=\"nx-nr-gateway-h\"><div class=\"nx-container\"><div class=\"nx-section-head\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">Reports<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Contribute<\/span><\/div><h2 id=\"nx-nr-gateway-h\" class=\"nx-section-title\">Contribute evidence from this page.<\/h2><p class=\"nx-lede\"><a class=\"nx-link\" href=\"https:\/\/docs.therisk.global\/organization\/programme\/reports\">Reports<\/a> is the Consortium&#8217;s quarterly publication. 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