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:where([role=\"tablist\"],[role=\"toolbar\"],[hidden],button,.nx-theme-toggle,.nx-live-slot){display:none}#nxe-n2hgkqv4.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 Energy Nexus<\/p><span class=\"nx-scene-rule\" aria-hidden=\"true\"><\/span><h1 id=\"nx-scene-title\" class=\"nx-scene-title\">Forecasting for power systems<\/h1><p class=\"nx-scene-lede\">Forecasting gives energy operators <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-c1\" data-tc=\"NRS-C1 lead-time\" data-tk=\"Nexus risk vocabulary\" data-td=\"The interval between issuing a forecast or warning and the onset of the event it concerns.\" data-ts=\"NRS-C1\" data-tr=\"draft\">lead time<\/a>: minutes to days for demand and renewable output, weeks to seasons for hydropower inflows and adequacy outlooks. The value lies in calibrated probabilities with stated skill, which let operators hold the right reserves at the right time.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"https:\/\/therisk.global\/energy-nexus\/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\/energy-nexus\/stem\/\">Back to STEM foundation of Energy Nexus<\/a><\/div><\/div><\/section><section id=\"nx-s-1-sec\" class=\"nx-section\" data-hue=\"energy\" 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\">Forecasting for power systems on the record.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-es-fig\" data-es-layout=\"console\"><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\">Forecasting and time-series analysis<\/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\/climate-hazards\/\">Climate and Hazards<\/a><\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Applied in<\/span><span class=\"nx-register-v\">Energy Nexus<\/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\">4 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\/forecasting\/\">STEM Commons<\/a><\/span><\/div><\/li><\/ol><\/div><\/div><\/div><\/div><\/div><\/section><section id=\"nx-sec-application\" class=\"nx-section\" data-hue=\"infrastructure\" data-tone=\"alt\" data-variant=\"split\" 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 forecasting and time-series analysis does here.<\/h2><p class=\"nx-lede\">Forecasting and time-series analysis predict future values of variables from past observations and explanatory information. They support <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-c1\" data-tc=\"NRS-C1 early-warning\" data-tk=\"Nexus risk vocabulary\" data-td=\"Timely, actionable information about an impending hazard that lets people and institutions act to reduce harm before it occurs.\" data-ts=\"NRS-C1\" data-tr=\"draft\">early warning<\/a> and planning across hazards, markets and health. In energy, <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-c1\" data-tc=\"NRS-C1 critical-infrastructure\" data-tk=\"Nexus risk vocabulary\" data-td=\"Physical and digital assets, systems and networks whose disruption would seriously affect health, safety, security, economic welfare or the functioning of government. Criticality depends on what relies on them.\" data-ts=\"NRS-C1\" data-tr=\"draft\">critical infrastructure<\/a> and climate and hazards, forecasts trigger early action and anticipatory finance before shocks materialise. Probabilistic forecasts allow decisions to account for uncertainty across connected <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>. The canonical description is on <a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/mathematics\/forecasting\/\">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\"><path d=\"M22 12h-2.48a2 2 0 0 0-1.93 1.46l-2.35 8.36a.25.25 0 0 1-.48 0L9.24 2.18a.25.25 0 0 0-.48 0l-2.35 8.36A2 2 0 0 1 4.49 12H2\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Load forecasting with weather<\/h3><p class=\"nx-p nx-mt-1\">Demand is forecast from temperature, calendar and economic drivers, with probabilistic ranges that widen with <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-c1\" data-tc=\"NRS-C1 lead-time\" data-tk=\"Nexus risk vocabulary\" data-td=\"The interval between issuing a forecast or warning and the onset of the event it concerns.\" data-ts=\"NRS-C1\" data-tr=\"draft\">lead time<\/a> and during temperature extremes.<\/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\"><path d=\"M4 14a1 1 0 0 1-.78-1.63l9.9-10.2a.5.5 0 0 1 .86.46l-1.92 6.02A1 1 0 0 0 13 10h7a1 1 0 0 1 .78 1.63l-9.9 10.2a.5.5 0 0 1-.86-.46l1.92-6.02A1 1 0 0 0 11 14z\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Wind and solar power forecasts<\/h3><p class=\"nx-p nx-mt-1\">Ensemble weather forecasts are converted into power output for each region, so operators see the probability of ramps and low-output spells, not a single line.<\/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\"><path d=\"M5 22h14\"\/><path d=\"M5 2h14\"\/><path d=\"M17 22v-4.172a2 2 0 0 0-.586-1.414L12 12l-4.414 4.414A2 2 0 0 0 7 17.828V22\"\/><path d=\"M7 2v4.172a2 2 0 0 0 .586 1.414L12 12l4.414-4.414A2 2 0 0 0 17 6.172V2\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Seasonal adequacy outlooks<\/h3><p class=\"nx-p nx-mt-1\">Seasonal climate forecasts, reservoir levels and planned outages are combined into outlooks of supply margin for the coming winter or summer.<\/p><\/article><\/div><\/div><\/div><\/section><section id=\"nx-sec-field\" class=\"nx-section\" data-hue=\"climate\" 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\">Energy now in Europe.<\/h2><p class=\"nx-lede\">Night lights, rain and population density over Europe, 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=\"europe:energy\" data-ml-src=\"energy\" data-ml-plan=\"p-d12374e2\" data-ml-chart=\"f.power\" data-ml-view=\"2d\" data-ml-ctx=\"theme:energy\" data-ml-list=\"gibs.energy.ntl gibs.water.imerg gibs.health.people gibs.water.true gibs.energy.solar gibs.water.flood r.dnb r.dist f.ens r.hls f.power f.era5 r.airt r.tropomi\" data-ml-tools=\"inspect measure compare aoi export\"><div class=\"nx-wm\" data-nx-water=\"ctx-energy\" data-wm-domain=\"ctx-energy\" data-wm-tiles=\"on\" data-wm-flat=\"on\" data-wm-focus=\"-25,34,45,71\" 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=\"Energy now, Europe: 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=\"imerg||||\" aria-pressed=\"false\">Rain now<\/button><button type=\"button\" class=\"nx-wm-preset\" data-wm-preset=\"people||||\" aria-pressed=\"false\">Population<\/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\">Energy now, 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=\"imerg\" aria-pressed=\"true\" data-wm-z=\"21\" data-wm-lag=\"0\" data-wm-short=\"Precipitation\" data-wm-prov=\"NASA GES DISC\" data-wm-kind=\"Satellite estimate, near real time\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">Precipitation rate, daily mean<\/span><span class=\"nx-wm-layer-src\">NASA GES DISC GPM IMERG \u00b7 <span data-wm-date=\"imerg\">12 Oct 2026<\/span><\/span><span class=\"nx-wm-layer-src\" data-wm-ep=\"estimated\" data-wm-lic=\"NASA open data\">Estimated<\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"imerg\" hidden><\/div><details class=\"nx-wm-prov\" data-wm-prov-for=\"gibs.water.imerg\"><summary>About this layer<\/summary><dl class=\"nx-wm-prov-list\"><dt>Evidence<\/dt><dd>Estimated<\/dd><dt>Source<\/dt><dd>GPM IMERG (NASA GES DISC)<\/dd><dt>Provider<\/dt><dd>NASA GES DISC<\/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 estimate, near real time<\/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 estimate, near real time. 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=\"people\" aria-pressed=\"true\" data-wm-z=\"22\" 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=\"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=\"solar\" aria-pressed=\"false\" data-wm-z=\"24\" data-wm-lag=\"0\" data-wm-time=\"latest\" data-wm-op=\"0.85\" data-wm-short=\"Surface sunlight\" data-wm-prov=\"NASA GMAO \/ GES DISC\" data-wm-kind=\"Reanalysis model; latest month GIBS publishes\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">Incoming sunlight at the surface over land, monthly mean<\/span><span class=\"nx-wm-layer-src\">NASA GMAO \/ GES DISC MERRA-2 \u00b7 <span data-wm-date=\"solar\">July 2026<\/span><\/span><span class=\"nx-wm-layer-src\" data-wm-ep=\"modelled\" data-wm-lic=\"NASA open data\" data-wm-unit=\"W\/m\u00b2\">Modelled (latest month GIBS publishes)<\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"solar\" hidden><\/div><details class=\"nx-wm-prov\" data-wm-prov-for=\"gibs.energy.solar\"><summary>About this layer<\/summary><dl class=\"nx-wm-prov-list\"><dt>Evidence<\/dt><dd>Modelled (latest month GIBS publishes)<\/dd><dt>Source<\/dt><dd>MERRA-2 (NASA GMAO \/ GES DISC)<\/dd><dt>Provider<\/dt><dd>NASA GMAO \/ GES DISC<\/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>monthly; Reanalysis model; latest month GIBS publishes<\/dd><dt>Newest at build<\/dt><dd>2026-07-01<\/dd><dt>Resolution<\/dt><dd>about 2 km grid<\/dd><dt>Uncertainty<\/dt><dd>Reanalysis model estimate of monthly mean incoming sunlight over land; an indicator of solar resource, not a site yield assessment.<\/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\" 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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>Energy now, framed on Europe.<\/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\/NOAA VIIRS \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=\"nasa.gpm.imerg\">GPM IMERG precipitation, NASA Precipitation Processing System; distributed by the NASA Goddard Earth Sciences Data and Information Services Center (GES DISC); 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.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.gmao.merra2\">MERRA-2 reanalysis, NASA Global Modeling and Assimilation Office; distributed by the NASA GES DISC; 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>Observed (EO): NASA\/NOAA VIIRS (Suomi NPP). 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>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>Past year, daily temperature (ERA5 via Open-Meteo): Contains modified Copernicus Climate Change Service information 2026.<\/li><li>Past year, daily temperature and sunshine (NASA POWER): These data were obtained from the NASA Langley Research Center (LaRC) POWER Project funded through the NASA Earth Science\/Applied Science Program..<\/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 (10 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>Precipitation rate, daily mean: GPM IMERG, NASA GES DISC \u00b7 <span data-wm-date=\"imerg\">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>True colour: VIIRS NOAA-20 corrected reflectance, NASA LANCE \u00b7 <span data-wm-date=\"true\">13 Oct 2026<\/span><\/li><li>Incoming sunlight at the surface over land, monthly mean: MERRA-2, NASA GMAO \/ GES DISC \u00b7 <span data-wm-date=\"solar\">July 2026<\/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\/G03\/stem\/forecasting\/#map\" data-nxf-title=\"Energy Nexus 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=\"energy\" aria-label=\"Data, Simulator, Validation\"><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, Simulator, Validation\"><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-sec-instrument\" aria-selected=\"false\" data-key=\"p2\">Simulator<\/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><\/div><section id=\"nx-sec-data\" class=\"nx-section nx-band-panel\" data-hue=\"energy\" data-variant=\"band\" 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 forecasting and time-series analysis 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\/energy-nexus\/research\/sources\/\">the source register<\/a>.<\/p><\/div><div class=\"nx-section-body\" data-lv=\"register\"><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\">Ensemble numerical weather prediction<\/td><td data-label=\"Role\">Forecast forcing<\/td><td data-label=\"Label\"><span class=\"nx-chip\">FORECAST<\/span><\/td><\/tr><tr><td data-label=\"Data\">Historical load and generation records<\/td><td data-label=\"Role\">Model training and verification<\/td><td data-label=\"Label\"><span class=\"nx-chip\">Published statistics<\/span><\/td><\/tr><tr><td data-label=\"Data\">Copernicus seasonal climate forecasts<\/td><td data-label=\"Role\">Outlook forcing<\/td><td data-label=\"Label\"><span class=\"nx-chip\">FORECAST<\/span><\/td><\/tr><tr><td data-label=\"Data\">Real-time metering and SCADA<\/td><td data-label=\"Role\">Nowcasting and correction<\/td><td data-label=\"Label\"><span class=\"nx-chip\">OBSERVED<\/span><\/td><\/tr><\/tbody><\/table><\/div><div class=\"nx-live-slot\" data-nxf-slot=\"data\" data-nxf-kind=\"data\" data-nxf-resource=\"nexus:\/\/gcri\/G03\/stem\/forecasting\/#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\/G03\/stem\/forecasting\/#evidence\" data-nxf-title=\"Evidence\" data-nxf-height=\"520\" hidden><\/div><\/div><\/div><\/section><section id=\"nx-sec-instrument\" class=\"nx-section nx-band-panel\" data-hue=\"infrastructure\" data-ns-layout=\"es-wide\" 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\">Simulator<\/span><\/div><h2 id=\"nx-s-5\" class=\"nx-section-title\">A cascade through interdependent networks.<\/h2><p class=\"nx-lede\">A <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-c1\" data-tc=\"NRS-C1 hazard-footprint\" data-tk=\"Nexus risk vocabulary\" data-td=\"The mapped area and intensity field of a particular hazard event, used to overlay exposure and compute consequences.\" data-ts=\"NRS-C1\" data-tr=\"draft\">hazard footprint<\/a> takes out co-located assets in every layer; fragmentation, dependency between layers and overload of the survivors then spread the failure. The 3D view separates the layers by depth. Teaching model with stated illustrative values, not a prediction. The map on this page shows Europe; the model itself is not tied to a place.<\/p><\/div><div class=\"nx-section-body\"><figure class=\"nx-in nx-fk\" id=\"nx-in-energy-nexus-stem-forecasting-0\" data-nxi=\"cascade\" data-nxi-id=\"cascade\" data-nxi-z=\"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\" aria-label=\"A cascade through interdependent networks\"><div class=\"nx-in-body\"><div class=\"nx-in-main\"><div class=\"nx-in-tabs\" data-nxi-tabs=\"true\" aria-label=\"Views of the model\" hidden><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"result\">Result<\/button><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"layers\">Layers in 3D<\/button><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"fan\">Uncertainty<\/button><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"tornado\">Sensitivity<\/button><button type=\"button\" class=\"nx-in-tab\" data-nxi-view=\"loops\">Loops<\/button><\/div><div class=\"nx-in-stage\" id=\"nx-in-energy-nexus-stem-forecasting-0-stage\" data-nxi-stage=\"true\" data-view=\"result\"><svg class=\"nx-in-svg\" viewBox=\"0 0 720 340\" role=\"img\" aria-label=\"Cascade by layer\" data-nx-z=\"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\"><\/svg><\/div><p class=\"nx-in-tip\" data-nxi-tip=\"true\" aria-live=\"polite\"><\/p><div class=\"nx-in-bar\" data-nxi-bar=\"true\" role=\"group\" aria-label=\"Play over time\" hidden><button type=\"button\" class=\"nx-in-btn\" data-nxi-prev=\"true\" aria-label=\"Step back\">&#8249;<\/button><button type=\"button\" class=\"nx-in-btn\" data-nxi-play=\"true\" aria-pressed=\"false\">Play<\/button><button type=\"button\" class=\"nx-in-btn\" data-nxi-next=\"true\" aria-label=\"Step forward\">&#8250;<\/button><span class=\"nx-in-step\" data-nxi-step=\"true\" aria-live=\"polite\"><\/span><\/div><\/div><div class=\"nx-in-side\"><p class=\"nx-eyebrow\">Controls<\/p><div class=\"nx-in-ctl\" data-nxi-ctl=\"true\"><dl class=\"nx-in-pv\"><div><dt>Assets per layer<\/dt><dd>18<\/dd><\/div><div><dt>Hazard footprint<\/dt><dd>8% of area<\/dd><\/div><div><dt>Assets that depend on another layer<\/dt><dd>60%<\/dd><\/div><div><dt>Spare capacity (tolerance)<\/dt><dd>30%<\/dd><\/div><\/dl><\/div><p class=\"nx-eyebrow\">Readouts<\/p><dl class=\"nx-in-out\" data-nxi-out=\"true\" aria-live=\"polite\"><div><dt>Assets hit by the hazard<\/dt><dd>6%<\/dd><\/div><div><dt>Assets still working<\/dt><dd>33%<\/dd><\/div><div><dt>Amplification of the initial damage<\/dt><dd>12.0 times<\/dd><\/div><div><dt>Steps to settle<\/dt><dd>4<\/dd><\/div><\/dl><\/div><\/div><details class=\"nx-in-more\"><summary>Numbers, methods and sources<\/summary><div class=\"nx-in-more-in\"><div class=\"nx-in-tblw\" data-nxi-table=\"true\"><table class=\"nx-in-tbl\"><thead><tr><th scope=\"col\">Step<\/th><th scope=\"col\">Power working (%)<\/th><th scope=\"col\">Gas working (%)<\/th><th scope=\"col\">Telecoms working (%)<\/th><\/tr><\/thead><tbody><tr><th scope=\"row\">0<\/th><td>89<\/td><td>100<\/td><td>94<\/td><\/tr><tr><th scope=\"row\">1<\/th><td>44<\/td><td>100<\/td><td>72<\/td><\/tr><tr><th scope=\"row\">2<\/th><td>33<\/td><td>44<\/td><td>39<\/td><\/tr><tr><th scope=\"row\">3<\/th><td>33<\/td><td>39<\/td><td>33<\/td><\/tr><tr><th scope=\"row\">4<\/th><td>33<\/td><td>39<\/td><td>28<\/td><\/tr><\/tbody><\/table><\/div><button type=\"button\" class=\"nx-in-btn\" data-nxi-csv=\"true\" hidden>Download the numbers (CSV)<\/button><h4 class=\"nx-h4\">Methods<\/h4><ol class=\"nx-in-meth\"><li>Interdependent networks <span class=\"nx-in-cite\">Buldyrev and others (2010), Catastrophic cascade of failures in interdependent networks, Nature 464<\/span><\/li><li>Overload cascades <span class=\"nx-in-cite\">Motter and Lai (2002), Physical Review E 66<\/span><\/li><li>Betweenness load <span class=\"nx-in-cite\">Brandes (2001), Journal of Mathematical Sociology 25<\/span><\/li><li>Multilayer networks <span class=\"nx-in-cite\">Kivela and others (2014), Journal of Complex Networks 2<\/span><\/li><li>Infrastructure interdependencies <span class=\"nx-in-cite\">Rinaldi, Peerenboom and Kelly (2001), IEEE Control Systems 21(6)<\/span><\/li><li>Uncertainty fan (parameter Monte Carlo) <span class=\"nx-in-cite\">Spiegelhalter, Pearson and Short (2011), Visualising uncertainty about the future, Science 333<\/span><\/li><li>One-at-a-time sensitivity (tornado) <span class=\"nx-in-cite\">Saltelli and others (2008), Global Sensitivity Analysis: The Primer, Wiley<\/span><\/li><\/ol><h4 class=\"nx-h4\">Data<\/h4><p class=\"nx-p\">The model runs on the teaching values set by the controls. To calibrate it for a place, read it against these admitted layers and series, which this page&#8217;s map can draw:<\/p><ul class=\"nx-in-src\"><li>Major roads <span class=\"nx-in-cite\">Natural Earth<\/span><\/li><li>Railways <span class=\"nx-in-cite\">Natural Earth<\/span><\/li><li>Seaports <span class=\"nx-in-cite\">Natural Earth<\/span><\/li><li>Airports <span class=\"nx-in-cite\">Natural Earth<\/span><\/li><li>Urban extents <span class=\"nx-in-cite\">Natural Earth<\/span><\/li><li>Night lights tonight, outages (VIIRS Day\/Night Band) <span class=\"nx-in-cite\">NASA\/NOAA VIIRS (Suomi NPP) \u00b7 register nasa.gibs.context-live-layers<\/span><\/li><li>Natural events (NASA EONET) <span class=\"nx-in-cite\">NASA EONET \u00b7 register nasa.eonet.events<\/span><\/li><\/ul><\/div><\/details><figcaption class=\"nx-caption\">A cascade through interdependent networks. Illustrative teaching model: it runs on the values set by the controls, not on measured data. Methods: Interdependent networks (Buldyrev and others (2010), Catastrophic cascade of failures in interdependent networks, Nature 464); Overload cascades (Motter and Lai (2002), Physical Review E 66); Betweenness load (Brandes (2001), Journal of Mathematical Sociology 25).<\/figcaption><div class=\"nx-in-pls\"><p class=\"nx-eyebrow\">Across the six pillars, led by Nexus Consortium<\/p><ul class=\"nx-in-pl\" aria-label=\"Where this instrument connects across the pillars\"><li data-pillar=\"labs\" data-hue=\"social\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Experiments<\/span> <a class=\"nx-link\" href=\"https:\/\/therisk.global\/nexus-labs\/\">Labs<\/a><\/li><li data-pillar=\"foundry\" data-hue=\"infrastructure\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Built in<\/span> <a class=\"nx-link\" href=\"https:\/\/therisk.global\/energy-nexus\/foundry\/\">Energy Nexus in Foundry<\/a><\/li><li data-pillar=\"universe\" data-hue=\"water\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Tested at<\/span> <a class=\"nx-link\" href=\"https:\/\/therisk.global\/energy-nexus\/universe\/\">Energy Nexus in Universe<\/a><\/li><li data-pillar=\"standards\" data-hue=\"biodiversity\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Codified in<\/span> <a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/energy-infrastructure\/\">Energy and Critical Infrastructure in Standards<\/a><\/li><li data-pillar=\"reports\" data-hue=\"energy\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Published in<\/span> <a class=\"nx-link\" href=\"https:\/\/therisk.global\/energy-nexus\/reports\/\">Energy Nexus in Reports<\/a><\/li><li data-pillar=\"academy\" data-hue=\"risk\"><span class=\"nx-pl-dot\" aria-hidden=\"true\"><\/span><span class=\"nx-in-plv\">Taught in<\/span> <a class=\"nx-link\" href=\"https:\/\/risksacademy.com\/infrastructure-energy\/\">Faculty of Infrastructure, Energy and Industry in Academy<\/a><\/li><\/ul><\/div><span class=\"nx-in-keep\" hidden><i data-c=\"c1\"><\/i><i data-c=\"c2\"><\/i><i data-c=\"c3\"><\/i><i data-c=\"c4\"><\/i><i data-c=\"c5\"><\/i><i data-c=\"c6\"><\/i><i data-c=\"l0\"><\/i><i data-c=\"l1\"><\/i><i data-c=\"l2\"><\/i><i data-c=\"l3\"><\/i><i data-c=\"l5\"><\/i><i data-c=\"h3\"><\/i><i data-c=\"neg\"><\/i><i data-c=\"on0\"><\/i><i data-c=\"on1\"><\/i><i data-l=\"0\"><\/i><i data-l=\"1\"><\/i><i data-l=\"2\"><\/i><i data-l=\"3\"><\/i><i data-l=\"4\"><\/i><i data-l=\"5\"><\/i><i data-on=\"0\"><\/i><i data-on=\"1\"><\/i><i data-pol=\"p\"><\/i><i data-pol=\"n\"><\/i><i data-k=\"R\"><\/i><i data-k=\"B\"><\/i><i data-k=\"dash\"><\/i><i data-dash=\"true\"><\/i><i data-view=\"result\"><\/i><i data-nxi-live=\"on\"><\/i><i data-nxi-live=\"off\"><\/i><i class=\"nx-in-svg nx-in-grid nx-in-ax nx-in-tk nx-in-at nx-in-ln nx-in-band nx-in-lbl nx-in-lk nx-in-ref nx-in-reft nx-in-mk nx-in-x nx-in-rect nx-in-val nx-in-rowl nx-in-cl nx-in-arrow nx-in-pol nx-in-cln nx-in-loop nx-in-edge nx-in-node nx-in-nl nx-in-reach nx-in-trib nx-in-agent nx-in-flow nx-in-legend nx-in-sw nx-in-note nx-in-loops nx-in-3d nx-in-cv nx-in-field nx-in-fl nx-in-fv nx-in-range nx-in-btn nx-in-err nx-in-tbl nx-in-cite\"><\/i><\/span><\/figure><\/div><\/div><\/section><section id=\"nx-sec-checks\" class=\"nx-section nx-band-panel\" data-hue=\"climate\" 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\">Forecasts are evaluated out of sample with proper scoring rules and reliability diagrams. Rolling-origin evaluation tests performance over time.<\/p><\/div><div class=\"nx-section-body\" data-lv=\"ledger\"><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\">Out-of-sample verification<\/td><td data-label=\"How it is done\">Forecasts are scored with proper scoring rules on periods not used in training<\/td><\/tr><tr><td data-label=\"Check\">Reliability diagrams<\/td><td data-label=\"How it is done\">Stated probabilities of ramps and peaks are checked against observed frequencies<\/td><\/tr><tr><td data-label=\"Check\">Extreme-event performance<\/td><td data-label=\"How it is done\">Skill is reported separately for heat waves, cold spells and storms, not only on average days<\/td><\/tr><\/tbody><\/table><\/div><p class=\"nx-note nx-mt-3\">Structural breaks and regime changes undermine models trained on the past. Forecast skill typically declines rapidly with lead time.<\/p><\/div><\/div><\/section><\/div><\/div><\/section><section class=\"nx-section\" data-band=\"auto\" data-band-id=\"nx-band-2\" data-tone=\"alt\" data-hue=\"energy\" aria-label=\"Twin and cascade simulator, Connections, Methods and evidence\"><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=\"Twin and cascade simulator, Connections, Methods and evidence\"><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-1\" aria-controls=\"nx-sec-twin\" aria-selected=\"true\" data-key=\"p1\">Twin and cascade simulator<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-2\" aria-controls=\"nx-sec-connections\" aria-selected=\"false\" data-key=\"p2\">Connections<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-3\" aria-controls=\"nx-sec-audience\" aria-selected=\"false\" data-key=\"p3\">Methods and evidence<\/button><\/div><section id=\"nx-sec-twin\" class=\"nx-section nx-band-panel\" data-hue=\"energy\" data-span=\"wide\" data-ns-layout=\"twin\" aria-labelledby=\"nx-s-7\" 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\">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 forecasting for power systems 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\/energy-infrastructure\/energy-risk-standards\/\">Energy 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-forecasting-G03\" 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-h5\" data-tc=\"NHS-1 atmo.thermal.heatwave\" data-tk=\"Atmosphere and weather \u00b7 Thermal extremes\" data-td=\"A spell of abnormally high temperature, often with warm nights, that overloads bodies, power grids and crops.\" data-ts=\"NRS-H5\" data-tr=\"draft\">Heatwave<\/a><\/li><li><a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-h3\" data-tc=\"NHS-1 atmo.wind.windstorm\" data-tk=\"Atmosphere and weather \u00b7 Damaging wind\" data-td=\"Damaging non-convective wind from a steep pressure gradient, bringing treefall, structural damage and power-line failure.\" data-ts=\"NRS-H3\" data-tr=\"draft\">Windstorm<\/a><\/li><li><a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-h48\" data-tc=\"NHS-1 infra.utilities.power-blackout\" data-tk=\"Built systems \u00b7 Utility and communication network outage\" data-td=\"Loss of electricity supply across a large area, stopping water, heating, cooling, communications and health care.\" data-ts=\"NRS-H48\" data-tr=\"draft\">Widespread power outage<\/a> (set off downstream)<\/li><li>Large forest disturbance (set off downstream)<\/li><li><a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/hazards\/wildfire-and-vegetation-fire-standards\/\" data-tc=\"NHS-1 eco.wildfire.wildfire\" data-tk=\"Land and ecosystems \u00b7 Vegetation and peat fire\" data-td=\"An uncontrolled fire in forest, scrub or grass that burns structures, crops and habitat and fills the air with smoke.\" data-ts=\"NRS-H24\" data-tr=\"draft\">Wildfire<\/a> (set off downstream)<\/li><li>Extreme fire weather (set off downstream)<\/li><li>Heat-driven grid stress (set off downstream)<\/li><li>Agricultural drought (set off downstream)<\/li><li>Flash drought (set off downstream)<\/li><li>Snow drought (set off downstream)<\/li><li>Ground-level ozone episode (set off downstream)<\/li><li>Meteorological drought (set off downstream)<\/li><li>Extreme night-time heat (set off downstream)<\/li><li>Lake and river heatwave (set off downstream)<\/li><li>Cooling-water curtailment of power plants (set off downstream)<\/li><li>Heat-induced track buckling (set off downstream)<\/li><li>Shoreline ice shove (set off downstream)<\/li><li>Seiche (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\/energy-infrastructure\/energy-risk-standards\/\">Energy risk standards<\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/water-food\/water-risk-standards\/\">Water risk standards<\/a> <span class=\"nx-ns-sub\">Common driver<\/span><\/li><li><a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/energy-infrastructure\/critical-infrastructure-and-critical-entities\/\">Critical infrastructure and critical entities<\/a> <span class=\"nx-ns-sub\">Cascade<\/span><\/li><li><a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/climate\/climate-risk-standards\/\">Climate risk standards<\/a> <span class=\"nx-ns-sub\">Feedback<\/span><\/li><li><a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/hazards\/space-weather-and-timing-risk-standards\/\">Space weather, spectrum and timing risk standards<\/a> <span class=\"nx-ns-sub\">Common driver<\/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-1<\/code> The <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/uni\/\" data-tc=\"UNI\" data-tk=\"Nexus Standards\" data-td=\"The universal identifier of every Nexus artifact (NS-1)\">UNI<\/a> and the artefact catalogue (grammar v0.2: domain, sector, region and environment segments)<\/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>NRS-H84<\/code> Hazard family: Energy system instability and shortfall (NHS-1 infra.energy)<\/li><li><code>NRS-H61<\/code> Hazard family: Cascading failure (NHS-1 sys.cascade)<\/li><li><code>NRS-U8<\/code> <a class=\"nx-link\" href=\"https:\/\/docs.therisk.global\/organization\/programme\/universe\">Universe<\/a> platform profile: Energy Nexus<\/li><li><code>NRS-H48<\/code> Hazard family: Utility and communication network outage (NHS-1 infra.utilities)<\/li><li><code>NRS-H109<\/code> Hazard family: Energy-transition technology failures (NHS-1 tech.energy-transition)<\/li><li><code>NRS-H54<\/code> Hazard family: Signal and platform disruption (NHS-1 cyber.platform)<\/li><\/ul><\/div><div><p class=\"nx-eyebrow\">Observation<\/p><ul class=\"nx-list\"><li>Global Power Plant Database (listed for reference)<\/li><li>NASA Black Marble night-time lights (VNP46) (listed for reference)<\/li><li>Ember electricity data (listed for reference)<\/li><li>ENTSO-E Transparency Platform (listed for reference)<\/li><li>EIA Open Data API (listed for reference)<\/li><li>Proportion of population with access to electricity<\/li><li>Renewable energy share in total final energy consumption<\/li><li>Number of disruptions to basic services attributed to disasters<\/li><li>Damage to critical infrastructure attributed to disasters<\/li><\/ul><\/div><div><p class=\"nx-eyebrow\">Example geography<\/p><ul class=\"nx-list\"><li>Europe: 113 hexagonal cells<\/li><li>Surface air temperature, daytime (AIRS), NASA GIBS<\/li><li>Rain rate, last half hour (IMERG), NASA GIBS<\/li><li>Night lights tonight, outages (VIIRS Day\/Night Band), NASA GIBS<\/li><li>Vegetation disturbance alerts, 30 m (OPERA DIST-ALERT), NASA GIBS<\/li><\/ul><\/div><\/div><\/div><\/div><\/div><\/section><section id=\"nx-sec-connections\" class=\"nx-section nx-band-panel\" data-hue=\"infrastructure\" data-variant=\"split\" aria-labelledby=\"nx-s-8\" 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\">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\/energy-nexus\/topics\/energy-security\/\"><span>Energy security<\/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\/energy-nexus\/topics\/power-grids-and-interconnection\/\"><span>Power grids and interconnection<\/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\/energy-nexus\/topics\/renewables-and-storage\/\"><span>Renewables and storage<\/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\/energy-nexus\/topics\/heat-and-cooling\/\"><span>Heat and cooling<\/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\/energy-nexus\/topics\/hydropower-and-water\/\"><span>Hydropower and water<\/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\/energy-nexus\/topics\/grid-disruption-and-recovery\/\"><span>Grid disruption and recovery<\/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\/energy-nexus\/topics\/radiological-and-nuclear-risk\/\"><span>Radiological and nuclear risk<\/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=\"climate\" aria-labelledby=\"nx-s-9\" 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\">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 forecasting for power systems 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=\"system-model\"><h3 class=\"nx-h4\">System model<\/h3><p class=\"nx-p nx-au-what\">The couplings between the systems in forecasting for power systems: signs of influence, a reinforcing and a balancing loop, and cross-links where stress jumps.<\/p><div class=\"nx-au-fig\"><svg class=\"nx-au-svg\" viewBox=\"0 0 560 250\" role=\"img\" aria-label=\"Causal loop diagram of Energy, Critical infrastructure, Climate, Communities, Economy\" focusable=\"false\"><line class=\"nx-au-ac\" x1=\"280\" y1=\"32\" x2=\"398.6\" y2=\"91.42\"\/><text class=\"nx-au-t nx-au-sign\" x=\"339.3\" y=\"57.71\" text-anchor=\"middle\">+<\/text><line class=\"nx-au-ax\" x1=\"280\" y1=\"32\" x2=\"206.7\" y2=\"187.58\"\/><line class=\"nx-au-ln\" x1=\"398.6\" y1=\"91.42\" x2=\"353.3\" y2=\"187.58\"\/><text class=\"nx-au-t nx-au-sign\" x=\"375.95\" y=\"135.5\" text-anchor=\"middle\">+<\/text><line class=\"nx-au-ax\" x1=\"398.6\" y1=\"91.42\" x2=\"161.4\" y2=\"91.42\"\/><line class=\"nx-au-ln\" x1=\"353.3\" y1=\"187.58\" x2=\"206.7\" y2=\"187.58\"\/><text class=\"nx-au-t nx-au-sign\" x=\"280\" y=\"183.58\" text-anchor=\"middle\">\u2212<\/text><line class=\"nx-au-ln\" x1=\"206.7\" y1=\"187.58\" x2=\"161.4\" y2=\"91.42\"\/><text class=\"nx-au-t nx-au-sign\" x=\"184.05\" y=\"135.5\" text-anchor=\"middle\">+<\/text><line class=\"nx-au-ln\" x1=\"161.4\" y1=\"91.42\" x2=\"280\" y2=\"32\"\/><text class=\"nx-au-t nx-au-sign\" x=\"220.7\" y=\"57.71\" text-anchor=\"middle\">+<\/text><circle class=\"nx-au-nd nx-au-nd-ac\" cx=\"280.0\" cy=\"32.0\" r=\"6\"\/><text class=\"nx-au-t nx-au-lb\" x=\"280\" y=\"20\" text-anchor=\"middle\">Energy<\/text><circle class=\"nx-au-nd nx-au-nd-ac\" cx=\"398.6\" cy=\"91.4\" r=\"6\"\/><text class=\"nx-au-t nx-au-lb\" x=\"410.6\" y=\"95.42\" text-anchor=\"start\">Critical infrastructure<\/text><circle class=\"nx-au-nd\" cx=\"353.3\" cy=\"187.6\" r=\"6\"\/><text class=\"nx-au-t nx-au-lb\" x=\"365.3\" y=\"205.58\" text-anchor=\"start\">Climate<\/text><circle class=\"nx-au-nd\" cx=\"206.7\" cy=\"187.6\" r=\"6\"\/><text class=\"nx-au-t nx-au-lb\" x=\"194.7\" y=\"205.58\" text-anchor=\"end\">Communities<\/text><circle class=\"nx-au-nd\" cx=\"161.4\" cy=\"91.4\" r=\"6\"\/><text class=\"nx-au-t nx-au-lb\" x=\"149.4\" y=\"95.42\" text-anchor=\"end\">Economy<\/text><text class=\"nx-au-t nx-au-lb\" x=\"280\" y=\"114\" text-anchor=\"middle\">R  reinforcing<\/text><text class=\"nx-au-t\" x=\"280\" y=\"132\" text-anchor=\"middle\">B  balancing<\/text><\/svg><\/div><figcaption class=\"nx-caption\"><span>Causal loop diagram from the page&#8217;s systems; signs show the direction of influence. Illustrative structure for a system dynamics or network model, not estimated couplings.<\/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><\/div><\/div><\/section><section class=\"nx-section\" data-band=\"auto\" data-band-id=\"nx-band-3\" data-hue=\"energy\" aria-label=\"Stewardship, Connected, Questions\"><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=\"Stewardship, Connected, Questions\"><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-3-tab-1\" aria-controls=\"nx-sec-stewardship\" aria-selected=\"true\" data-key=\"p1\">Stewardship<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-3-tab-2\" aria-controls=\"nx-s-11-sec\" aria-selected=\"false\" data-key=\"p2\">Connected<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-3-tab-3\" aria-controls=\"nx-s-12-sec\" aria-selected=\"false\" data-key=\"p3\">Questions<\/button><\/div><section id=\"nx-sec-stewardship\" class=\"nx-section nx-band-panel\" data-hue=\"energy\" aria-labelledby=\"nx-s-10\" role=\"tabpanel\" data-band-tab=\"nx-band-3-tab-1\"><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\/climate-hazards\/\">Climate and Hazards<\/a> stewards forecasting and time-series analysis 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\/forecasting\/\">Canonical page: Forecasting and time-series analysis<\/a><\/p><\/div><\/div><\/section><section id=\"nx-s-11-sec\" class=\"nx-section nx-band-panel\" data-hue=\"infrastructure\" aria-labelledby=\"nx-s-11\" role=\"tabpanel\" data-band-tab=\"nx-band-3-tab-2\"><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\">Connected<\/span><\/div><h2 id=\"nx-s-11\" 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\/climate-hazards\/stem\/forecasting\/\"><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\">Forecasting for hazards<\/span><span class=\"nx-dest-why\">Climate and Hazards 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-12-sec\" class=\"nx-section nx-band-panel\" data-hue=\"climate\" aria-labelledby=\"nx-s-12\" role=\"tabpanel\" data-band-tab=\"nx-band-3-tab-3\"><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\">Questions<\/span><\/div><h2 id=\"nx-s-12\" 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 forecasting and time-series analysis in this field?<\/summary><div class=\"nx-answer\">Structural breaks and regime changes undermine models trained on the past. Forecast skill typically declines rapidly with lead time.<\/div><\/details><details><summary>How are results checked?<\/summary><div class=\"nx-answer\">Forecasts are evaluated out of sample with proper scoring rules and reliability diagrams. Rolling-origin evaluation tests performance over time.<\/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\/forecasting\/\">canonical method page<\/a> lists every platform that applies it.<\/div><\/details><\/div><\/div><\/div><\/section><\/div><\/div><\/section><section id=\"nx-sec-nr-gateway\" class=\"nx-section\" data-hue=\"energy\" 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. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.<\/p><div class=\"nx-chips\"><span class=\"nx-chip\">GCRI<\/span><span class=\"nx-chip\">Energy Nexus<\/span><span class=\"nx-chip\">Global Sector Risk and Resilience<\/span><span class=\"nx-chip\">Strategic Systems<\/span><span class=\"nx-chip\">Scenario and Stress-Test<\/span><\/div><\/div><div class=\"nx-section-body\"><ul class=\"nx-dest\"><li><a class=\"nx-dest-card\" href=\"https:\/\/therisk.global\/energy-nexus\/write-to-us\/contact\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Email<\/span><span class=\"nx-dest-host\">Gateway GW-GCRI<\/span><\/span><span class=\"nx-dest-title\">Send it from this page<\/span><span class=\"nx-dest-why\">Evidence, a correction, a case, a method, a review, a translation or profile input. It arrives tagged with this page, so the editor who owns it receives it.<\/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><li><a class=\"nx-dest-card\" href=\"https:\/\/therisk.global\/nexus-reports\/open-science\/#nx-sec-zenodo\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Zenodo<\/span><span class=\"nx-dest-host\">Open deposit<\/span><\/span><span class=\"nx-dest-title\">Deposit it and submit to the community<\/span><span class=\"nx-dest-why\">Publish your own record on Zenodo with your ORCID iD, then submit it to the Reports community there. Curators review it; the DOI stays yours.<\/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><li><a class=\"nx-dest-card\" href=\"https:\/\/therisk.global\/nexus-reports\/contribute\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Reports<\/span><span class=\"nx-dest-host\">GCRI<\/span><\/span><span class=\"nx-dest-title\">See every way to contribute<\/span><span class=\"nx-dest-why\">The contribution types, how each is reviewed, what credit you receive, the licence and what is never accepted.<\/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 class=\"nx-live-slot\" data-nxf-slot=\"contribute\" data-nxf-kind=\"workflow\" data-nxf-resource=\"nexus:\/\/gcri\/energy-nexus\/stem\/forecasting#contribute\" data-nxf-title=\"Contribute evidence\" data-nxf-height=\"480\" hidden><\/div><p class=\"nx-note nx-mt-3\">Never send personal data, sensitive infrastructure detail or anything you have no right to share. A contribution is reviewed before use; sending it confers no authorship or editorial rights, and sponsorship never buys a finding.<\/p><\/div><\/div><\/section><section class=\"nx-section nx-deeper-band\" aria-labelledby=\"nx-deeper-therisk-global-energy-nexus-stem-forecasting-h\"><div class=\"nx-container\"><nav class=\"nx-deeper\" aria-labelledby=\"nx-deeper-therisk-global-energy-nexus-stem-forecasting-h\" data-nx-deeper=\"3\" data-nx-resources=\"1 1 1\"><h2 class=\"nx-deeper-h\" id=\"nx-deeper-therisk-global-energy-nexus-stem-forecasting-h\">Go deeper<\/h2><ul><li><a href=\"https:\/\/docs.therisk.global\/organization\/model\/scenarios\/hydropower\" data-ext><span class=\"nx-deeper-k\">Documentation:<\/span> Hydropower reservoir<span class=\"nx-deeper-x\" aria-hidden=\"true\">\u2197<\/span><span class=\"nx-deeper-sr\"> (opens another site)<\/span><\/a><\/li><li><a href=\"https:\/\/risksacademy.com\/infrastructure-energy\/climate-energy-technologies\/\" data-ext><span class=\"nx-deeper-k\">Academy:<\/span> Climate and energy technologies<span class=\"nx-deeper-x\" aria-hidden=\"true\">\u2197<\/span><span class=\"nx-deeper-sr\"> (opens another site)<\/span><\/a><\/li><li><a href=\"https:\/\/nexustandards.com\/energy-infrastructure\/energy-risk-standards\/\" data-ext><span class=\"nx-deeper-k\">Standards:<\/span> Energy risk standards<span class=\"nx-deeper-x\" aria-hidden=\"true\">\u2197<\/span><span class=\"nx-deeper-sr\"> (opens another site)<\/span><\/a><\/li><\/ul><\/nav><\/div><\/section><section class=\"nx-closing\" aria-labelledby=\"nx-close-13\"><div class=\"nx-container\"><span class=\"nx-eyebrow\">Energy Nexus<\/span><h2 id=\"nx-close-13\" class=\"nx-section-title\">Bring a method, a dataset or a question.<\/h2><p class=\"nx-lede\">Information and enquiries are open today. 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