{"id":44,"date":"2026-11-01T15:58:56","date_gmt":"2026-11-01T15:58:56","guid":{"rendered":"https:\/\/globalriskforum.com\/foresight\/?page_id=44"},"modified":"2026-11-01T15:58:56","modified_gmt":"2026-11-01T15:58:56","slug":"complex-systems","status":"publish","type":"page","link":"https:\/\/globalriskforum.com\/foresight\/stem\/complex-systems\/","title":{"rendered":"Complex systems in foresight"},"content":{"rendered":"\n<!-- Nexus network page \u00b7 https:\/\/globalriskforum.com\/foresight\/stem\/complex-systems\/ \u00b7 source template \u00b7 generated by integrations\/wordpress\/network\/build.mjs, never edit this file --><script>window.nexusLiveStrings={\"label\":\"Load the live map\",\"note\":\"Imagery and feeds come from other services (NASA, USGS, OpenStreetMap) and load only when you ask.\"};<\/script><script>(function(){\"use strict\";var n=window,l=document,y=\"nexus.live-map\",$=\"nexus.live-map.reload\";if(n.NXLive){return}var E=[\/(^|\\.)gibs\\.earthdata\\.nasa\\.gov$\/i,\/(^|\\.)eonet\\.gsfc\\.nasa\\.gov$\/i,\/(^|\\.)power\\.larc\\.nasa\\.gov$\/i,\/(^|\\.)earthquake\\.usgs\\.gov$\/i,\/(^|\\.)open-meteo\\.com$\/i,\/(^|\\.)openfreemap\\.org$\/i,\/(^|\\.)openstreetmap\\.org$\/i,\/(^|\\.)cartocdn\\.com$\/i,\/(^|\\.)arcgisonline\\.com$\/i,\/(^|\\.)maplibre\\.org$\/i,\/(^|\\.)protomaps\\.com$\/i,\/(^|\\.)versatiles\\.org$\/i,\/(^|\\.)amazonaws\\.com$\/i,\/(^|\\.)raw\\.githubusercontent\\.com$\/i,\/(^|\\.)media\\.githubusercontent\\.com$\/i,\/(^|\\.)geoboundaries\\.org$\/i,\/(^|\\.)jsdelivr\\.net$\/i,\/(^|\\.)unpkg\\.com$\/i,\/(^|\\.)cdn[j]s\\.cloudflare\\.com$\/i,\/(^|\\.)googleapis\\.com$\/i,\/(^|\\.)gstatic\\.com$\/i];var C=[\/(^|\\.)amazonaws\\.com$\/i];var b=n.nexusLiveStrings?n.nexusLiveStrings:{};var A={label:b.label?b.label:\"Load the live map\",note:b.note?b.note:\"Imagery and feeds come from other services (NASA, USGS, OpenStreetMap) and load only when you ask.\"};var I=[\"experience\",\"external\",\"optional-content\",\"embeds\",\"media\"];var p=[],u=[],k=0;function j(){try{if(n.localStorage.getItem(y)===\"1\"){return true}}catch(e){}try{return n.sessionStorage.getItem(y)===\"1\"}catch(e){return false}}function S(){var e=n.nexusConsent;if(!e){return null}return typeof e.allows===\"function\"?e:null}function z(){var e=n.nexusConsent;if(!e){return false}if(typeof e.granted!==\"function\"){return false}for(var t=0;t<I.length;t++){try{if(e.granted(I[t])){return true}}catch(r){}}return false}function d(e){var t=S();if(t){try{return t.allows(e?e:\"maps\")===true}catch(r){return false}}return j()?true:z()}function D(e){try{var t=e?typeof e===\"string\"?e:e.url?e.url:e.href?e.href:String(e):\"\";var r=new URL(t,l.baseURI);if(r.protocol!==\"http:\"){if(r.protocol!==\"https:\"){return\"\"}}return r.origin===n.location.origin?\"\":r.hostname}catch(o){return\"\"}}function X(e){for(var t=0;t<C.length;t++){if(C[t].test(e)){return\"globe\"}}return\"maps\"}function f(e){var t=D(e);if(!t){return false}var r=false;for(var o=0;o<E.length;o++){if(E[o].test(t)){r=true;break}}if(!r){return false}if(d(X(t))){return false}k++;return true}var w=0;function c(){if(w){return}w=setTimeout(function(){w=0;L()},250)}function v(e){setTimeout(function(){try{e.dispatchEvent(new Event(\"error\"))}catch(t){}},0)}var N=n.fetch;if(N){n.fetch=function(e){if(f(e)){c();return Promise.reject(new TypeError(\"Blocked until the live map is loaded\"))}return N.apply(this,arguments)}}var g=n.XMLHttpRequest?n.XMLHttpRequest.prototype:null;if(g){var K=g.open,_=g.send;g.open=function(e,t){this.__nxLiveUrl=t;return K.apply(this,arguments)};g.send=function(){if(f(this.__nxLiveUrl)){c();v(this);return}return _.apply(this,arguments)}}var h=n.HTMLImageElement?Object.getOwnPropertyDescriptor(n.HTMLImageElement.prototype,\"src\"):null;if(h){if(h.set){Object.defineProperty(n.HTMLImageElement.prototype,\"src\",{configurable:true,enumerable:h.enumerable,get:h.get,set:function(e){if(f(e)){c();v(this);return}h.set.call(this,e)}})}}var O=n.Element?n.Element.prototype.setAttribute:null;if(O){n.Element.prototype.setAttribute=function(e,t){if(e===\"src\"){if(this.tagName===\"IMG\"){if(f(t)){c();v(this);return}}}return O.apply(this,arguments)}}function M(e){if(!e){return false}if(e.tagName===\"SCRIPT\"){return f(e.src)}if(e.tagName===\"LINK\"){return f(e.href)}return false}if(n.Node){var G=n.Node.prototype.appendChild,Y=n.Node.prototype.insertBefore;n.Node.prototype.appendChild=function(e){if(M(e)){c();v(e);return e}return G.apply(this,arguments)};n.Node.prototype.insertBefore=function(e){if(M(e)){c();v(e);return e}return Y.apply(this,arguments)}}var R='[data-nx-map=\"ctx-field\"],[data-nx-le],[data-nx-eo],[data-grx-globe],[data-grx-obs],.nx-sb[data-nx-sb]';function T(){var e=[l];var t=l.querySelectorAll(\"*\");for(var r=0;r<t.length;r++){if(t[r].shadowRoot){e.push(t[r].shadowRoot)}}return e}function B(){var e=S();if(e){if(typeof e.enable===\"function\"){try{e.enable(\"maps\",\"site\")}catch(t){}try{e.enable(\"globe\",\"site\")}catch(t){}m();return}}try{n.localStorage.setItem(y,\"1\")}catch(t){try{n.sessionStorage.setItem(y,\"1\")}catch(r){}}m()}function F(e,t){var r=e.createElement(\"button\");r.type=\"button\";r.textContent=A.label;r.setAttribute(\"style\",\"pointer-events:auto;min-height:44px;min-width:44px;padding:0 18px;cursor:pointer;font:inherit;font-weight:600;font-size:14px;line-height:1.2;border-radius:2px;border:1px solid var(--nx-border-strong,#8a8a8a);background:var(--nx-text-primary,#111);color:var(--nx-bg-canvas,#fff)\");var o=\"nx-live-note-\"+Math.floor(Math.random()*1e9);r.setAttribute(\"aria-describedby\",o);r.addEventListener(\"click\",B);r.addEventListener(\"focus\",function(){r.style.outline=\"2px solid var(--nx-focus,#4c9aff)\";r.style.outlineOffset=\"2px\"});r.addEventListener(\"blur\",function(){r.style.outline=\"\"});var a=e.createElement(\"span\");a.id=o;a.textContent=A.note;a.setAttribute(\"style\",\"pointer-events:none;font-size:12px;line-height:1.4;padding:3px 7px;border-radius:2px;background:var(--nx-bg-canvas,#fff);color:var(--nx-text-secondary,#333);border:1px solid var(--nx-border-hairline,#bbb);max-width:34em\");t.appendChild(r);t.appendChild(a)}function W(e){var t=e.ownerDocument;var r=t.createElement(\"div\");r.className=\"nx-live-gate\";r.setAttribute(\"style\",\"position:absolute;inset-block-start:10px;inset-inline-start:10px;z-index:6;display:flex;flex-direction:column;align-items:flex-start;gap:6px;max-width:calc(100% - 20px);pointer-events:none;font:inherit\");var o=S();var a=false;if(o){if(typeof o.placeholder===\"function\"){try{var s=t.createElement(\"div\");s.setAttribute(\"style\",\"pointer-events:auto\");r.appendChild(s);o.placeholder(s,\"maps\");a=s.childNodes.length>0;if(!a){r.removeChild(s)}}catch(i){a=false}}}if(!a){F(t,r)}return r}function L(){if(d(\"maps\")){return}var e=T();for(var t=0;t<e.length;t++){var r=e[t].querySelectorAll(R);for(var o=0;o<r.length;o++){var a=r[o];if(a.getAttribute(\"data-nx-live-gate\")){continue}if(a.closest(\".nx-live-gate\")){continue}var s=a.getBoundingClientRect();if(s.width<120){continue}var i=a.querySelector(\".le-stage,.eo-stage\");if(!i){if(a.hasAttribute(\"data-nx-le\")||a.hasAttribute(\"data-nx-eo\")){continue}i=a}a.setAttribute(\"data-nx-live-gate\",\"1\");var H=n.getComputedStyle(i);if(H.position===\"static\"){i.style.position=\"relative\"}var U=W(i);i.appendChild(U);u.push({host:a,wrap:U,stage:i})}}J()}function J(){for(var e=0;e<u.length;e++){var t=u[e].stage,r=t?t.querySelector(\".nx-wm-presets\"):null;var o=r?r.getBoundingClientRect():null;if(o?o.height>0:false){var a=Math.round(o.bottom-t.getBoundingClientRect().top+8)+\"px\";if(u[e].wrap.style.insetBlockStart!==a){u[e].wrap.style.insetBlockStart=a}}}}function Q(){for(var e=0;e<u.length;e++){try{u[e].wrap.remove()}catch(t){}try{u[e].host.removeAttribute(\"data-nx-live-gate\")}catch(t){}}u=[]}function V(e,t,r){p.push({name:e,selector:t,fn:r});if(x){try{r(\"on\")}catch(o){}}}function Z(e){for(var t=0;t<p.length;t++){try{p[t].fn(e)}catch(r){}}}function ee(){var e=[],t=T();for(var r=0;r<t.length;r++){var o=t[r].querySelectorAll(R);for(var a=0;a<o.length;a++){var s=false;for(var i=0;i<p.length;i++){try{if(o[a].matches(p[i].selector)){s=true;break}}catch(H){}}if(!s){e.push(o[a])}}}return e}function te(e){if(k===0){return}if(ee().length===0){return}var t=e?\"on\":\"off\";try{if(n.sessionStorage.getItem($)===t){return}n.sessionStorage.setItem($,t)}catch(r){return}n.location.reload()}var x=d(\"maps\");function m(){var e=d(\"maps\");if(e===x){if(!e){c()}return}x=e;if(e){Q()}Z(e?\"on\":\"off\");if(!e){c()}try{l.dispatchEvent(new CustomEvent(\"nexus:live-map\",{detail:{granted:e}}))}catch(t){}te(e)}function q(){L();if(n.MutationObserver){var e=new n.MutationObserver(function(){if(x){return}c()});e.observe(l.documentElement,{childList:true,subtree:true});setTimeout(function(){e.disconnect()},2e4)}}if(l.readyState===\"loading\"){l.addEventListener(\"DOMContentLoaded\",q)}else{q()}n.addEventListener(\"load\",function(){setTimeout(L,400)});l.addEventListener(\"nexus-consent:ready\",m);l.addEventListener(\"nexus-consent:change\",m);var P=0;var re=setInterval(function(){P++;m();if(P>40){clearInterval(re)}},400);n.NXLive={allowed:d,blocked:f,grant:B,register:V,hosts:E.length}})();<\/script><style>.clb-color-switcher, .bx-color-mode-toggle, .color-switcher, .page-headline { display: none !important; }<\/style><script type=\"text\/x-nexus\" class=\"_iub_cs_skip\" id=\"nxe-fig-engine\" data-nx-run=\"fig\" data-nx-src=\"nexus-embed-fig.e0043d1c48f4.js\" data-nx-sri=\"sha256-4AQ9HEj0t7DeCXoXRqlCRLwincTWj8Q0KfAo+eCw1Xc=\"><\/script><script type=\"application\/json\" class=\"_iub_cs_skip\" id=\"nxe-water-data\" data-nx-pack=\"deflate\" data-nx-on-sight=\".nx-wm[data-nx-water], [data-nx-map=ctx-field], [data-ra-map]\" data-nx-asset=\"water-data.3b3a22b282e0.txt\" data-nx-sri=\"sha256-OzoisoLgSBF+GOOCOut2UxVhsLZRJ7WYRe5RBuccql8=\"><\/script><script type=\"application\/json\" class=\"_iub_cs_skip\" id=\"nxe-water-gibs\" data-nx-pack=\"deflate\">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<\/script><script type=\"text\/x-nexus\" class=\"_iub_cs_skip\" id=\"nxe-water-engine\" data-nx-run=\"water\" data-nx-on-sight=\".nx-wm[data-nx-water], [data-nx-map=ctx-field], [data-ra-map]\" data-nx-src=\"nexus-embed-water.21a920c677d0.js\" data-nx-sri=\"sha256-IakgxnfQOS3Et8veS9OBTlQodyTd1wFQ1YBcJYmxRHg=\"><\/script><script type=\"text\/x-nexus\" class=\"_iub_cs_skip\" id=\"nxe-maplibre-points\" data-nx-run=\"mlpoints\" data-nx-on-sight=\".nx-wm[data-nx-water], [data-nx-map=ctx-field], [data-ra-map]\" data-nx-src=\"nexus-embed-maplibre-points.d51211bd033e.js\" data-nx-sri=\"sha256-1RIRvQM+X\/5UgwtHYVgCrGWN5rubP1Ge+VuY++DzENI=\"><\/script><script type=\"text\/x-nexus\" class=\"_iub_cs_skip\" id=\"nxe-maplibre-feeds\" data-nx-run=\"mlfeeds\" data-nx-on-sight=\".nx-wm[data-nx-water], [data-nx-map=ctx-field], [data-ra-map]\" data-nx-src=\"nexus-embed-maplibre-feeds.8d92e0c96819.js\" data-nx-sri=\"sha256-jZLgyWgZI4wziyBWYPrmUwdSxY8n5P\/JhAJRI5rIEFE=\"><\/script><script type=\"text\/x-nexus\" class=\"_iub_cs_skip\" id=\"nxe-maplibre-sources\" data-nx-run=\"mlsources\" data-nx-on-sight=\".nx-wm[data-nx-water], [data-nx-map=ctx-field], [data-ra-map]\">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<\/script><script type=\"text\/x-nexus\" class=\"_iub_cs_skip\" id=\"nxe-maplibre-engine\" data-nx-run=\"maplibre\" data-nx-on-sight=\".nx-wm[data-nx-water], [data-nx-map=ctx-field], [data-ra-map]\" data-nx-src=\"nexus-embed-maplibre.9487647c6757.js\" data-nx-sri=\"sha256-lIdkfGdXABSFOJQRzVOxdJRPAeeZ3UC1fjiVRxJLSl0=\"><\/script><script type=\"application\/json\" class=\"_iub_cs_skip\" id=\"nx-twin-es-stem-complex-systems-R04\" data-nx-pack=\"deflate\">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<\/script><script data-digest=\"1HDcdXHFCxvm20tlR9FHTN8XvrJhNFlbW03tKxwWJ8I=\" type=\"text\/x-nexus\" class=\"_iub_cs_skip\" id=\"nxe-es-load\" data-nx-run=\"estates\">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<\/script><script type=\"application\/json\" class=\"_iub_cs_skip\" id=\"nxe-assets\">{\"nxe-es-code\":{\"f\":\"es-code.d470dc7571c5.txt\",\"s\":\"sha256-1HDcdXHFCxvm20tlR9FHTN8XvrJhNFlbW03tKxwWJ8I=\",\"a\":\"\"},\"nxe-gl-base-od\":{\"f\":\"gl-base-od.e0622a96e899.txt\",\"s\":\"sha256-4GIqluiZJntyAGfMYGNoAXwwxMKhdab+7YEFBoLlZ5o=\",\"a\":\" data-nx-pack=\\\"deflate\\\"\"},\"nxe-map-context\":{\"f\":\"map-context.a965226720a1.txt\",\"s\":\"sha256-qWUiZyChbKiTtLWpFCZROVpB5QISXNBKfepOJ+zOkWA=\",\"a\":\" data-nx-pack=\\\"deflate\\\"\"},\"nxe-map-pool\":{\"f\":\"map-pool.c31dae84875a.txt\",\"s\":\"sha256-wx2uhIda8fEz4BK1sUQO7edPcs22Bvn4FE0NpYLDyEo=\",\"a\":\" data-nx-pack=\\\"deflate\\\"\"},\"nxe-ml-src-code\":{\"f\":\"ml-src-code.5a99eb24c979.txt\",\"s\":\"sha256-WpnrJMl5+Rt6GCPchYzz9V8Fw\/mt0BVdtedF3t\/o0+o=\",\"a\":\"\"},\"nxe-xt-code\":{\"f\":\"xt-code.371023489e89.txt\",\"s\":\"sha256-NxAjSJ6JoGGZsXu22d+kvA4nR9AJ6Njy+\/Xy2FIyELw=\",\"a\":\"\"}}<\/script><script type=\"text\/x-nexus\" class=\"_iub_cs_skip\" id=\"nxe-mount\" data-nx-run=\"mount\">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<\/script><script class=\"_iub_cs_skip\" id=\"nxe-boot\" data-od=\"NxAjSJ6JoGGZsXu22d+kvA4nR9AJ6Njy+\/Xy2FIyELw=\">if(typeof window.__nxStill!==\"function\")window.__nxStill=function(){try{if(document.documentElement.hasAttribute(\"data-nx-still\"))return true;if(document.body?\/(?:^|\\s)mdp-readabler-stop-animations(?:\\s|$)\/.test(document.body.className):false)return true;var g=JSON.parse(window.localStorage.getItem(\"readabler\")||\"{}\");return g?g.stopAnimations===true||g.stopAnimations===\"true\"||g.stopAnimations===1:false}catch(G){return false}};(function(){function g(e,a){var f=atob(e),s=new Uint8Array(f.length),r;for(r=0;r< f.length;r++){s[r]=f.charCodeAt(r)}var o=0,i=0,u=0,n=new Uint8Array(Math.max(1024,s.length*6)),t=0;var c=[3,4,5,6,7,8,9,10,11,13,15,17,19,23,27,31,35,43,51,59,67,83,99,115,131,163,195,227,258];var d=[0,0,0,0,0,0,0,0,1,1,1,1,2,2,2,2,3,3,3,3,4,4,4,4,5,5,5,5,0];var m=[1,2,3,4,5,7,9,13,17,25,33,49,65,97,129,193,257,385,513,769,1025,1537,2049,3073,4097,6145,8193,12289,16385,24577];var y=[0,0,0,0,1,1,2,2,3,3,4,4,5,5,6,6,7,7,8,8,9,9,10,10,11,11,12,12,13,13];var ct=[16,17,18,0,8,7,9,6,10,5,11,4,12,3,13,2,14,1,15];function b(w){while(u< w){if(o>=s.length){throw new Error(\"nx-inflate: truncated\")}i|=s[o++]<< u;u+=8}var h=i%(1<< w);i>>>=w;u-=w;return h}function S(w,h,A){var v=new Uint16Array(16),_=new Uint16Array(16),p=new Uint16Array(A),x;for(x=0;x< A;x++){v[w[h+x]]++}v[0]=0;for(x=1;x<16;x++){_[x]=_[x-1]+v[x-1]}for(x=0;x< A;x++){if(w[h+x]){p[_[w[h+x]]++]=x}}return{count:v,sym:p}}function X(w){var h=0,A=0,v=0,_,p;for(_=1;_<16;_++){h|=b(1);p=w.count[_];if(h-p< A){return w.sym[v+(h-A)]}v+=p;A+=p;A<<=1;h<<=1}throw new Error(\"nx-inflate: bad code\")}function B(w){if(t+w<=n.length){return}var h=new Uint8Array(Math.max(n.length*2,t+w));h.set(n.subarray(0,t));n=h}var j=null,W=null,Y=0;while(!Y){Y=b(1);var q=b(2),J,H;if(q===0){i=0;u=0;var D=s[o]|s[o+1]<<8;o+=4;B(D);n.set(s.subarray(o,o+D),t);t+=D;o+=D;continue}if(q===1){if(!j){var Z=new Uint8Array(288),k=new Uint8Array(30);for(r=0;r<288;r++){Z[r]=r<144?8:r<256?9:r<280?7:8}for(r=0;r<30;r++){k[r]=5}j=S(Z,0,288);W=S(k,0,30)}J=j;H=W}else if(q===2){var F=b(5)+257,tt=b(5)+1,dt=b(4)+4,N=new Uint8Array(320),nt=new Uint8Array(19);for(r=0;r< dt;r++){nt[ct[r]]=b(3)}var lt=S(nt,0,19),U=0;while(U< F+tt){var O=X(lt),R=0,et=0;if(O<16){N[U++]=O;continue}if(O===16){if(!U){throw new Error(\"nx-inflate: bad repeat\")}et=N[U-1];R=3+b(2)}else if(O===17){R=3+b(3)}else{R=11+b(7)}while(R--){N[U++]=et}}J=S(N,0,F);H=S(N,F,tt)}else{throw new Error(\"nx-inflate: bad block\")}for(;;){var E=X(J);if(E<256){B(1);n[t++]=E;continue}if(E===256){break}E-=257;var rt=c[E]+b(d[E]),at=X(H),it=m[at]+b(y[at]);if(it>t){throw new Error(\"nx-inflate: bad distance\")}B(rt);for(var ot=0;ot< rt;ot++){n[t]=n[t-it];t++}}}return a?n.subarray(0,t):new TextDecoder(\"utf-8\").decode(n.subarray(0,t))}if(typeof window.__nxInflate!==\"function\"){window.__nxInflate=g}function G(e){var a=g(e,true),f=a[0]|a[1]<<8|a[2]<<16|a[3]<<24;var s=a.subarray(4+f);function r(o,i){var u=\"\",n=s.subarray(o,o+i);for(var t=0;i>t;t+=8192){u+=String.fromCharCode.apply(null,n.subarray(t,t+8192))}return btoa(u)}return JSON.parse(new TextDecoder(\"utf-8\").decode(a.subarray(4,4+f)),function(o,i){return i?i.$b?r(i.$b[0],i.$b[1]):i:i})}if(typeof window.__nxUnpack!==\"function\"){window.__nxUnpack=G}if(typeof window.__nxLate!==\"function\"){window.__nxLate=function(e,a){if(document.readyState!==\"loading\"){return null}if(!document.querySelector('template[data-nx-libs-last~=\"'+e+'\"]')){return null}return new Promise(function(f,s){document.addEventListener(\"DOMContentLoaded\",function(){var r=a();if(r){f(r)}else{s(new Error(\"nx-late: \"+e))}},{once:true})})}}if(typeof window.__nxAsset!==\"function\"){var I={};window.__nxAsset=function(e,a){if(I[e]){return I[e]}var f=document.getElementById(\"nxe-boot\"),s=[],r=window.NX_ASSET_BASE,o=f?f.getAttribute(\"data-nx-asset-base\"):\"\";if(r){s.push(String(r))}if(o){s.push(o)}s.push(\"\/wp-content\/uploads\/nexus-assets\/\");function i(t){if(!a){return t}return crypto.subtle.digest(\"SHA-256\",new TextEncoder().encode(t)).then(function(c){if(\"sha256-\"+btoa(String.fromCharCode.apply(null,new Uint8Array(c)))!==a){throw new Error(\"nx-asset: integrity\")}return t})}function u(t){if(t>=s.length){return Promise.reject(new Error(\"nx-asset: \"+e))}var c=s[t].charAt(s[t].length-1)===\"\/\"?s[t]:s[t]+\"\/\";return fetch(c+e,{credentials:\"omit\"}).then(function(d){if(!d.ok){throw new Error(\"nx-asset: \"+d.status)}return d.text()}).then(i).then(null,function(){return u(t+1)})}var n=u(0);I[e]=n;n.then(null,function(){delete I[e]});return n}}if(typeof window.__nxText!==\"function\"){window.__nxText=function(e){if(!e){return Promise.reject(new Error(\"nx-text: none\"))}var a=e.getAttribute(\"data-nx-asset\");if(a?!e.textContent:false){return window.__nxAsset(a,e.getAttribute(\"data-nx-sri\")||\"\")}return Promise.resolve(e.textContent)}}function ut(e){var a=e.getAttribute(\"data-nx-asset\");if(a?!e.textContent:false){return window.__nxAsset(a,e.getAttribute(\"data-nx-sri\")||\"\").then(function(n){return window.__nxInflate(n)})}var f=e.getAttribute(\"data-nx-src\");if(f?!e.textContent:false){var s=window.NX_RUNTIME||{},r=s.base||window.NX_RUNTIME_BASE||\"\",o=(s.files||{})[f.replace(\/\\.[0-9a-f]{12}(\\.js)$\/,\"$1\")]||null,i=[];if(r){i.push([r+f,e.getAttribute(\"data-nx-sri\")||\"\"])}if(o?!!o.url:false){i.push([o.url,o.sri||\"\"])}var u=function(n){if(n>=i.length){return Promise.reject(new Error(\"nx-lazy: \"+f))}var t={credentials:\"same-origin\"};if(i[n][1]){t.integrity=i[n][1]}return fetch(i[n][0],t).then(function(c){if(!c.ok){throw new Error(\"nx-lazy: \"+c.status)}return c.text()}).then(null,function(){return u(n+1)})};return u(0)}return Promise.resolve(window.__nxInflate(e.textContent))}function st(e){var a=e[0].getAttribute(\"data-nx-on-sight\")||\"[data-nx-map]\",f=null,s=false;function r(){if(s){return}s=true;if(f){f.disconnect()}var i=document.querySelectorAll(\"script[data-nx-on-sight][data-nx-asset]:not([data-nx-run])\"),u=[];for(var n=0;n!==i.length;n++){(function(t){if(t.textContent){return}u.push(window.__nxAsset(t.getAttribute(\"data-nx-asset\"),t.getAttribute(\"data-nx-sri\")||\"\").then(function(c){t.textContent=c;t.removeAttribute(\"data-nx-asset\")},function(){t.setAttribute(\"data-nx-ran\",\"failed\")}))})(i[n])}Promise.all(u.concat(e.map(function(t){return ut(t).then(null,function(){return null})}))).then(function(t){var c=t.slice(u.length);for(var d=0;d!==e.length;d++){if(c[d]===null){e[d].setAttribute(\"data-nx-ran\",\"failed\");continue}var m=document.createElement(\"script\");m.className=\"_iub_cs_skip\";m.setAttribute(\"data-nx-runtime\",e[d].getAttribute(\"data-nx-run\"));m.textContent=c[d];(document.head||document.documentElement).appendChild(m);e[d].setAttribute(\"data-nx-ran\",\"true\")}try{document.dispatchEvent(new CustomEvent(\"nexus:lazy-ready\"))}catch(y){}})}function o(){if(s){return}var i=[document],u=document.querySelectorAll(\".nxe-host\"),n=[],t,c;for(t=0;t!==u.length;t++){if(u[t].shadowRoot){i.push(u[t].shadowRoot)}}for(t=0;t!==i.length;t++){c=i[t].querySelectorAll(a);for(var d=0;d!==c.length;d++){n.push(c[d])}}if(!n.length){return}if(!window.IntersectionObserver){r();return}f=f||new IntersectionObserver(function(m){for(var y=0;y!==m.length;y++){if(m[y].isIntersecting){r();return}}},{rootMargin:\"800px 0px 800px 0px\"});for(t=0;t!==n.length;t++){if(!n[t].__nxLazySeen){n[t].__nxLazySeen=true;f.observe(n[t])}}}document.addEventListener(\"DOMContentLoaded\",o);document.addEventListener(\"nexus:runtime-ready\",o);window.addEventListener(\"load\",o);setTimeout(o,0)}var K=document.querySelectorAll(\"script[data-nx-run]\"),C=[],$=[];for(var z=0;z< K.length;z++){var l=K[z];if(l.hasAttribute(\"data-nx-ran\")){continue}if(l.hasAttribute(\"data-nx-on-sight\")){l.setAttribute(\"data-nx-ran\",\"waiting\");$.push(l);continue}if(l.hasAttribute(\"data-nx-src\")?!l.textContent:false){l.setAttribute(\"data-nx-ran\",\"loading\");C.push(l);continue}if(l.hasAttribute(\"data-nx-asset\")?!l.textContent:false){l.setAttribute(\"data-nx-ran\",\"loading\");C.push(l);continue}l.setAttribute(\"data-nx-ran\",\"true\");try{var L=document.createElement(\"script\");L.className=\"_iub_cs_skip\";L.setAttribute(\"data-nx-runtime\",l.getAttribute(\"data-nx-run\"));L.textContent=window.__nxInflate(l.textContent);(document.head||document.documentElement).appendChild(L)}catch(e){l.setAttribute(\"data-nx-ran\",\"failed\")}}if($.length){st($)}if(!C.length){return}var Q=window.NX_RUNTIME||{},V=Q.base||window.NX_RUNTIME_BASE||\"\",T=window.__nxMount,P=[];if(typeof T===\"function\"){window.__nxMount=function(e){P.push(e)}}function ft(){if(typeof T===\"function\"){window.__nxMount=T;for(var e=0;e< P.length;e++){try{T(P[e])}catch(a){}}}try{document.dispatchEvent(new CustomEvent(\"nexus:runtime-ready\"))}catch(a){}}function M(e){if(e>=C.length){ft();return}var a=C[e],f=a.getAttribute(\"data-nx-src\")||\"\",s=Q.files||{},r=[];if(a.hasAttribute(\"data-nx-asset\")){window.__nxAsset(a.getAttribute(\"data-nx-asset\"),a.getAttribute(\"data-nx-sri\")||\"\").then(function(u){var n=document.createElement(\"script\");n.className=\"_iub_cs_skip\";n.setAttribute(\"data-nx-runtime\",a.getAttribute(\"data-nx-run\"));n.textContent=window.__nxInflate(u);(document.head||document.documentElement).appendChild(n);a.setAttribute(\"data-nx-ran\",\"true\")}).then(null,function(){a.setAttribute(\"data-nx-ran\",\"failed\")}).then(function(){M(e+1)});return}var o=s[f.replace(\/\\.[0-9a-f]{12}(\\.js)$\/,\"$1\")]||null;if(V){r.push([V+f,a.getAttribute(\"data-nx-sri\")||\"\"])}if(o?!!o.url:false){r.push([o.url,o.sri||\"\"])}function i(u){if(u>=r.length){a.setAttribute(\"data-nx-ran\",\"failed\");M(e+1);return}var n=document.createElement(\"script\");n.className=\"_iub_cs_skip\";n.setAttribute(\"data-nx-runtime\",a.getAttribute(\"data-nx-run\"));if(r[u][1]){n.integrity=r[u][1]}n.onload=function(){a.setAttribute(\"data-nx-ran\",\"true\");M(e+1)};n.onerror=function(){if(n.parentNode){n.parentNode.removeChild(n)}i(u+1)};n.src=r[u][0];(document.head||document.documentElement).appendChild(n)}i(0)}M(0)})();<\/script><div class=\"nxe-host\" data-nxe-embed=\"n-r04-stem-complex-systems\"><div class=\"nxe\" id=\"nxe-n1nwynbh\" data-inst=\"grf\" data-theme=\"dark\" data-grammar=\"atlas\" data-domain=\"systemic\" data-arche=\"method\" data-density=\"airy\" lang=\"en\" data-nx-css=\"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\"><style>#nxe-n1nwynbh.nxe{display:block;box-sizing:border-box;max-width:1180px;margin:0 auto;padding:0 16px;font-family:ui-sans-serif,system-ui,-apple-system,\"Segoe UI\",sans-serif;line-height:1.55;overflow-wrap:break-word}#nxe-n1nwynbh.nxe :where(*,*::before,*::after){box-sizing:inherit}#nxe-n1nwynbh.nxe :where(section,header,footer,nav,aside){display:block;margin:0 0 32px}#nxe-n1nwynbh.nxe :where(h1,h2,h3,h4){line-height:1.2;margin:24px 0 12px;font-weight:600}#nxe-n1nwynbh.nxe :where(p,ul,ol,dl,table,figure,details){margin:0 0 16px}#nxe-n1nwynbh.nxe :where(ul,ol){padding-left:20px}#nxe-n1nwynbh.nxe a{color:inherit;text-decoration:underline;text-underline-offset:2px}#nxe-n1nwynbh.nxe table{border-collapse:collapse;width:100%;display:block;overflow-x:auto}#nxe-n1nwynbh.nxe :where(th,td){padding:6px 8px;text-align:left;vertical-align:top;border-bottom:1px solid;border-color:inherit}#nxe-n1nwynbh.nxe svg{display:none}#nxe-n1nwynbh.nxe svg.nx-i{display:inline-block;width:18px;height:18px;vertical-align:-3px}#nxe-n1nwynbh.nxe :where([role=\"tablist\"],[role=\"toolbar\"],[hidden],button,.nx-theme-toggle,.nx-live-slot){display:none}#nxe-n1nwynbh.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=\"grf\" aria-labelledby=\"nx-scene-title\"><div class=\"nx-scene-intro nx-es-intro\"><p class=\"nx-eyebrow\"><abbr title=\"The Global Risks Forum\">GRF<\/abbr> \u00b7 Foresight Nexus<\/p><span class=\"nx-scene-rule\" aria-hidden=\"true\"><\/span><h1 id=\"nx-scene-title\" class=\"nx-scene-title\">Complex systems in foresight<\/h1><p class=\"nx-scene-lede\">Complex <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 agent-based modelling help foresight explain why change is often nonlinear: feedbacks, thresholds and interactions among many actors produce surprises that trend extrapolation misses. In this field the models are tools for exploring possibility and <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-c1\" data-tc=\"NRS-C1 systemic-risk\" data-tk=\"Nexus risk vocabulary\" data-td=\"Risk that the failure or disruption of parts of an interconnected system propagates through its dependencies to impair the functioning of the whole, often beyond the sector or place where it began. It arises from\u2026\" data-ts=\"NRS-C1\" data-tr=\"draft\">systemic risk<\/a>, not for predicting outcomes.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"https:\/\/globalriskforum.com\/foresight\/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:\/\/globalriskforum.com\/foresight\/stem\/\">Back to STEM foundation of Foresight Nexus<\/a><\/div><\/div><\/section><section id=\"nx-s-1-sec\" class=\"nx-section\" data-hue=\"systemic\" 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\">Complex systems in foresight 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\">Complex <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 agent-based modelling<\/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\">Foresight 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\/complex-systems\/\">STEM Commons<\/a><\/span><\/div><\/li><\/ol><\/div><\/div><\/div><\/div><\/div><\/section><section id=\"nx-sec-application\" class=\"nx-section\" data-hue=\"risk\" 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 complex systems and agent-based modelling does here.<\/h2><p class=\"nx-lede\">Complex <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 agent-based modelling study systems whose behaviour emerges from interactions among many components. They help explain nonlinear dynamics, tipping points and collective behaviour. In foresight and risk management and <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-c1\" data-tc=\"NRS-C1 systemic-risk\" data-tk=\"Nexus risk vocabulary\" data-td=\"Risk that the failure or disruption of parts of an interconnected system propagates through its dependencies to impair the functioning of the whole, often beyond the sector or place where it began. It arises from\u2026\" data-ts=\"NRS-C1\" data-tr=\"draft\">systemic risk<\/a>, complex systems approaches explore how interacting risks can produce sudden, systemic shifts. They support stress testing of policies against emergent behaviour. The canonical description is on <a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/mathematics\/complex-systems\/\">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\">Systems mapping of drivers<\/h3><p class=\"nx-p nx-mt-1\">Causal loop diagrams and system maps built with experts show the feedbacks linking drivers, revealing leverage points and the places where small changes could cascade.<\/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\">Agent-based exploration of social change<\/h3><p class=\"nx-p nx-mt-1\">Agent-based models represent households, firms or states with simple behavioural rules to explore how trust, migration or technology adoption could tip under different conditions.<\/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=\"M19.07 4.93A10 10 0 0 0 6.99 3.34\"\/><path d=\"M4 6h.01\"\/><path d=\"M2.29 9.62A10 10 0 1 0 21.31 8.35\"\/><path d=\"M16.24 7.76A6 6 0 1 0 8.23 16.67\"\/><path d=\"M12 18h.01\"\/><path d=\"M17.99 11.66A6 6 0 0 1 15.77 16.67\"\/><circle cx=\"12\" cy=\"12\" r=\"2\"\/><path d=\"m13.41 10.59 5.66-5.66\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Indicators of critical transitions<\/h3><p class=\"nx-p nx-mt-1\">Time series are examined for rising variance, rising autocorrelation and slower recovery that can precede a <a class=\"nx-link nx-term\" href=\"https:\/\/nexustandards.com\/standards\/nrs\/#nrs-h28\" data-tc=\"NHS-1 eco.climate-state.abrupt-regime-shift\" data-tk=\"Land and ecosystems \u00b7 Climate-state shifts\" data-td=\"A threshold crossing in a large climate-system component, such as an ocean circulation or a rainforest, that changes regional climate quickly and may not reverse.\" data-ts=\"NRS-H28\" data-tr=\"draft\">tipping point<\/a>, with the method&#8217;s tendency to false alarms stated beside any signal.<\/p><\/article><\/div><\/div><\/div><\/section><section id=\"nx-sec-field\" class=\"nx-section\" data-hue=\"systemic\" 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\">Hazards and exposure in the Arctic.<\/h2><p class=\"nx-lede\">Flood water, population density and active fires over the Arctic, 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=\"arctic:risk\" data-ml-points=\"on\" data-ml-feeds=\"eonet|https:\/\/eonet.gsfc.nasa.gov\/api\/v3\/events\" data-ml-src=\"risk\" data-ml-plan=\"p-ff46a6d7\" data-ml-relief=\"1.3\" data-ml-view=\"3d\" data-ml-ctx=\"theme:risk\" data-ml-list=\"gibs.water.flood gibs.health.people gibs.energy.fires gibs.health.lstd gibs.water.imerg gibs.water.true ev.eonet ev.usgs r.imerg f.ens f.flood r.goese gx.nhc r.hls\" data-ml-tools=\"inspect measure compare export\"><div class=\"nx-wm\" data-nx-water=\"ctx-risk\" data-wm-domain=\"ctx-risk\" data-wm-tiles=\"on\" data-wm-flat=\"on\" data-wm-focus=\"-180,58,180,90\" 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=\"Hazards and exposure, the Arctic: 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=\"flood,people||||\" aria-pressed=\"false\">People and floods<\/button><button type=\"button\" class=\"nx-wm-preset\" data-wm-preset=\"flood||||\" aria-pressed=\"false\">Floods this week<\/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=\"fires||||\" aria-pressed=\"false\">Fires and flaring<\/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\">Hazards and exposure, for this page<\/p><button type=\"button\" class=\"nx-wm-layer\" data-wm-toggle=\"flood\" aria-pressed=\"true\" data-wm-z=\"20\" 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><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=\"fires\" aria-pressed=\"true\" data-wm-z=\"22\" data-wm-lag=\"0\" data-wm-op=\"1\" data-wm-breaks=\"10,50,200\" data-wm-short=\"Fires and flares\" data-wm-prov=\"NASA LANCE FIRMS\" data-wm-kind=\"Satellite detection; clouds and overpass timing leave gaps\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">Active fires and thermal anomalies<\/span><span class=\"nx-wm-layer-src\">NASA LANCE FIRMS VIIRS NOAA-20 375 m (FIRMS) \u00b7 <span data-wm-date=\"fires\">13 Oct 2026<\/span><\/span><span class=\"nx-wm-layer-src\" data-wm-ep=\"observed\" data-wm-lic=\"NASA open data\" data-wm-unit=\"MW\">Observed (clouds and overpass timing leave gaps)<\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"fires\" hidden><\/div><details class=\"nx-wm-prov\" data-wm-prov-for=\"gibs.energy.fires\"><summary>About this layer<\/summary><dl class=\"nx-wm-prov-list\"><dt>Evidence<\/dt><dd>Observed (clouds and overpass timing leave gaps)<\/dd><dt>Source<\/dt><dd>VIIRS NOAA-20 375 m (FIRMS) (NASA LANCE FIRMS)<\/dd><dt>Provider<\/dt><dd>NASA LANCE FIRMS<\/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 and overpass timing leave gaps<\/dd><dt>Newest at build<\/dt><dd>2026-10-13<\/dd><dt>Resolution<\/dt><dd>about 500 m grid<\/dd><dt>Uncertainty<\/dt><dd>Satellite hot-spot detections for the day shown, including gas flares and industrial heat; not a confirmed fire, an incident report or a warning.<\/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=\"lstd\" aria-pressed=\"false\" data-wm-z=\"23\" data-wm-lag=\"0\" data-wm-op=\"0.8\" data-wm-short=\"Land temperature, day\" data-wm-prov=\"NASA LANCE\" data-wm-kind=\"Satellite 8-day composite; persistent cloud still leaves gaps\"><span class=\"nx-wm-check\" aria-hidden=\"true\"><\/span><span class=\"nx-wm-layer-text\"><span class=\"nx-wm-layer-name\">Land surface temperature, day, 8-day composite<\/span><span class=\"nx-wm-layer-src\">NASA LANCE VIIRS NOAA-20 Level 3, 8-day \u00b7 <span data-wm-date=\"lstd\">14 Sep 2026<\/span><\/span><span class=\"nx-wm-layer-src\" data-wm-ep=\"observed\" data-wm-lic=\"NASA open data\" data-wm-unit=\"\u00b0C\">Observed (persistent cloud still leaves gaps)<\/span><\/span><\/button><div class=\"nx-wm-tools\" data-wm-tools=\"lstd\" hidden><\/div><details class=\"nx-wm-prov\" data-wm-prov-for=\"gibs.health.lstd\"><summary>About this layer<\/summary><dl class=\"nx-wm-prov-list\"><dt>Evidence<\/dt><dd>Observed (persistent cloud still leaves gaps)<\/dd><dt>Source<\/dt><dd>VIIRS NOAA-20 Level 3, 8-day (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>8-day; Satellite 8-day composite; persistent cloud still leaves gaps<\/dd><dt>Newest at build<\/dt><dd>2026-09-14<\/dd><dt>Resolution<\/dt><dd>about 1 km grid<\/dd><dt>Uncertainty<\/dt><dd>Satellite skin temperature of the ground over the 8 days ending on the date shown, a heat exposure indicator; not air temperature, heat index or a heat warning.<\/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=\"false\" data-wm-z=\"24\" 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=\"true\" aria-pressed=\"false\" data-wm-z=\"6\" 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><\/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=\"menuitemcheckbox\" aria-checked=\"false\" data-wm-tool=\"compare\">Compare two dates<kbd>C<\/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=\"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>Hazards and exposure, framed on the Arctic.<\/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 U.S. Geological Survey \u00b7 NASA GPM IMERG Early<\/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.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=\"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.firms\">NASA Fire Information for Resource Management System (FIRMS), VIIRS 375 m active fire product, NASA LANCE; vector tiles 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=\"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>Live: U.S. Geological Survey Events are indicative, not authority warnings.<\/li><li>Live: NASA GPM IMERG Early. 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>River discharge forecast, 30 days with range (GloFAS via Open-Meteo): Contains modified Copernicus Emergency Management Service information 2026; not a flood warning.<\/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 (11 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>Flood water, 3-day composite: VIIRS Global Flood Product, NASA LANCE \u00b7 <span data-wm-date=\"flood\">14 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>Active fires and thermal anomalies: VIIRS NOAA-20 375 m (FIRMS), NASA LANCE FIRMS \u00b7 <span data-wm-date=\"fires\">13 Oct 2026<\/span><\/li><li>Land surface temperature, day, 8-day composite: VIIRS NOAA-20 Level 3, 8-day, NASA LANCE \u00b7 <span data-wm-date=\"lstd\">14 Sep 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>True colour: VIIRS NOAA-20 corrected reflectance, NASA LANCE \u00b7 <span data-wm-date=\"true\">13 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:\/\/grf\/R04\/stem\/complex-systems\/#map\" data-nxf-title=\"Foresight 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=\"risk\" aria-label=\"Data, Monitor, Validation, Policy scenarios\"><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, Policy scenarios\"><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-instrument\" aria-selected=\"false\" data-key=\"p4\">Policy scenarios<\/button><\/div><section id=\"nx-sec-data\" class=\"nx-section nx-band-panel\" data-hue=\"risk\" 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 complex <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 agent-based modelling on this platform, with the role each plays and the label its values carry. Sources are listed in <a class=\"nx-link\" href=\"https:\/\/globalriskforum.com\/foresight\/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\">Expert-elicited causal maps<\/td><td data-label=\"Role\">Structure of system models<\/td><td data-label=\"Label\"><span class=\"nx-chip\">ESTIMATED<\/span><\/td><\/tr><tr><td data-label=\"Data\">Survey and census microdata<\/td><td data-label=\"Role\">Agent behaviour and heterogeneity<\/td><td data-label=\"Label\"><span class=\"nx-chip\">Published statistics<\/span><\/td><\/tr><tr><td data-label=\"Data\">Observational time series<\/td><td data-label=\"Role\">Calibration and transition indicators<\/td><td data-label=\"Label\"><span class=\"nx-chip\">OBSERVED<\/span><\/td><\/tr><tr><td data-label=\"Data\">Trade and financial network data<\/td><td data-label=\"Role\">Interdependence and contagion channels<\/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:\/\/grf\/R04\/stem\/complex-systems\/#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:\/\/grf\/R04\/stem\/complex-systems\/#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=\"systemic\" 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\">Agent-based simulation.<\/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-foresight-method-abm\" data-cx=\"foresight.method-abm\" data-variant=\"section\" aria-label=\"Agent-based simulation: illustrative console with example names and values\"><div class=\"nx-fk-head\"><div class=\"nx-fk-heading\"><h3 class=\"nx-fk-title\">Agent-based simulation<\/h3><p class=\"nx-fk-sub\">Foresight \u00b7 Complex systems in foresight \u00b7 Run R-2561<\/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=\"info\"><i aria-hidden=\"true\"><\/i>282 runs<\/span><span class=\"nx-cx-prod\">GRF \u00b7 Foresight Nexus<\/span><\/div><div class=\"nx-cx-grid\"><div class=\"nx-fk-panel nx-cx-p\" data-w=\"4\" data-t=\"chart\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Outcome across runs<\/h4><\/div><\/div><svg class=\"nx-fk-svg\" viewBox=\"0 0 460 210\" width=\"460\" height=\"210\" role=\"img\" aria-label=\"Outcome across runs\" focusable=\"false\" tabindex=\"0\" preserveAspectRatio=\"xMidYMid meet\" data-fk-chart=\"cx-foresight-method-abm-c0\" data-fk-xs=\"lin,0,23,36,446\" data-fk-ys=\"lin,0,100,180,20\" data-fk-series=\"Median run|acc|l||0:40.57725436510518;1:41.13215723568574;2:40.3706385280937;3:46.89566896772012;4:43.30841904040426;5:45.65985411256552;6:45.15785374101252;7:49.05940299406648;8:49.25342151485384;9:53.47931841015816;10:52.346772311162205;11:50.8012235195376;12:55.95233053732664;13:54.58240620242432;14:55.38913687039167;15:58.03313169339672;16:61.249914383329454;17:61.76910767676309;18:62.902582803368574;19:61.36008326290175;20:61.14939387692139;21:66.6350105621852;22:65.53829131433741;23:63.606352334935224~Run spread, upper|s3|l||0:46.57725436510518;1:49.33215723568574;2:50.7706385280937;3:59.49566896772012;4:58.10841904040426;5:62.65985411256552;6:64.35785374101252;7:70.45940299406648;8:72.85342151485384;9:79.27931841015815;10:80.3467723111622;11:81.0012235195376;12:88.35233053732664;13:89.18240620242432;14:92.18913687039168;15:97.03313169339671;16:99;17:99;18:99;19:99;20:99;21:99;22:99;23:99~Run spread, lower|s3|l||0:34.57725436510518;1:33.13215723568574;2:30.3706385280937;3:34.89566896772012;4:29.30841904040426;5:29.65985411256552;6:27.157853741012516;7:29.05940299406648;8:27.25342151485384;9:29.479318410158157;10:26.346772311162205;11:22.8012235195376;12:25.952330537326638;13:22.582406202424323;14:21.389136870391667;15:22.03313169339672;16:23.249914383329454;17:21.76910767676309;18:20.902582803368574;19:17.360083262901753;20:15.149393876921387;21:18.6350105621852;22:15.538291314337414;23:11.606352334935224\" data-nx-z=\"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\"><\/svg><\/div><div class=\"nx-fk-panel nx-cx-p\" data-w=\"2\" data-t=\"kv\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Method card<\/h4><\/div><\/div><dl class=\"nx-fk-dl\"><div><dt>Method<\/dt><dd>Complex systems and agent-based modelling<\/dd><\/div><div><dt>Agents<\/dt><dd>17,379<\/dd><\/div><div><dt>Calibration<\/dt><dd>pattern-oriented<\/dd><\/div><div><dt>Label<\/dt><dd><span class=\"nx-fk-pill\" data-state=\"info\"><i aria-hidden=\"true\"><\/i>MODELLED<\/span><\/dd><\/div><\/dl><\/div><div class=\"nx-fk-panel nx-cx-p\" data-w=\"6\" data-t=\"table\"><div class=\"nx-fk-panel-head\"><div><h4 class=\"nx-fk-panel-title\">Behavioural rules<\/h4><\/div><\/div><div class=\"nx-fk-tablewrap\" data-fk-view=\"table:cx-foresight-method-abm-t2\"><table class=\"nx-fk-table\" data-fk-table=\"cx-foresight-method-abm-t2\" aria-label=\"Behavioural rules\"><thead><tr><th scope=\"col\" data-col=\"c0\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c0\">Agent type<\/button><\/th><th scope=\"col\" data-col=\"c1\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c1\">Rule<\/button><\/th><th scope=\"col\" data-col=\"c2\" data-num=\"true\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c2\">Parameter<\/button><\/th><th scope=\"col\" data-col=\"c3\" aria-sort=\"none\"><button type=\"button\" data-fk-sort=\"c3\">Source<\/button><\/th><\/tr><\/thead><tbody><tr data-fk-key=\"cx-foresight-method-abm:r2-0\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>Foresight lead<\/td><td>adapts after 3 losses<\/td><td data-num=\"true\" data-sv=\"0.9\">0.9<\/td><td>survey, labelled<\/td><\/tr><tr data-fk-key=\"cx-foresight-method-abm:r2-1\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>Scanning network member<\/td><td>adapts after 2 losses<\/td><td data-num=\"true\" data-sv=\"0.2\">0.2<\/td><td>survey, labelled<\/td><\/tr><tr data-fk-key=\"cx-foresight-method-abm:r2-2\" tabindex=\"0\" role=\"row\" aria-selected=\"false\"><td>Scenario author<\/td><td>adapts after 4 losses<\/td><td data-num=\"true\" data-sv=\"0.4\">0.4<\/td><td>survey, labelled<\/td><\/tr><\/tbody><\/table><\/div><\/div><\/div><div class=\"nx-fk-tip\" aria-hidden=\"true\" hidden><\/div><figcaption class=\"nx-fk-cap\"><span>Agent-based simulation: the screen&#8217;s structure, terms and states for Foresight.<\/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=\"risk\" 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 evaluated by matching multiple stylised facts and patterns at different scales. Sensitivity and robustness analysis test dependence on assumptions.<\/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\">Pattern-oriented validation<\/td><td data-label=\"How it is done\">Models are checked against several observed patterns at different scales, not a single one<\/td><\/tr><tr><td data-label=\"Check\">Sensitivity and robustness<\/td><td data-label=\"How it is done\">Results are tested across parameter ranges and alternative behavioural rules<\/td><\/tr><tr><td data-label=\"Check\">Model plurality<\/td><td data-label=\"How it is done\">Conclusions are compared across alternative model structures before they inform a scenario<\/td><\/tr><\/tbody><\/table><\/div><p class=\"nx-note nx-mt-3\">Many plausible models can reproduce the same patterns. Calibration and validation data are often limited.<\/p><\/div><\/div><\/section><section id=\"nx-sec-instrument\" class=\"nx-section nx-band-panel\" data-hue=\"systemic\" data-ns-layout=\"es-wide\" 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\">Policy scenarios<\/span><\/div><h2 id=\"nx-s-7\" class=\"nx-section-title\">Compare instruments: rules, incentives and information.<\/h2><p class=\"nx-lede\">Three families of instruments side by side against the baseline, each with its own lag and adoption speed, under the coverage and compliance you set; effect sizes are teaching values to replace with evidence. Scenario: named assumptions about the future, not a forecast. The map on this page shows The Arctic; 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-foresight-stem-complex-systems-0\" data-nxi=\"policy\" data-nxi-id=\"policy\" data-nxi-z=\"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\" aria-label=\"Compare instruments: rules, incentives and information\"><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=\"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-foresight-stem-complex-systems-0-stage\" data-nxi-stage=\"true\" data-view=\"result\"><svg class=\"nx-in-svg\" viewBox=\"0 0 720 340\" role=\"img\" aria-label=\"Outcome by option\" 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>Baseline trend of the outcome<\/dt><dd>2.0% a year<\/dd><\/div><div><dt>Coverage of the instrument<\/dt><dd>70%<\/dd><\/div><div><dt>Compliance<\/dt><dd>75%<\/dd><\/div><div><dt>Effect size, against the teaching value<\/dt><dd>100%<\/dd><\/div><div><dt>Years ahead<\/dt><dd>20 years<\/dd><\/div><\/dl><\/div><p class=\"nx-eyebrow\">Readouts<\/p><dl class=\"nx-in-out\" data-nxi-out=\"true\" aria-live=\"polite\"><div><dt>Largest reduction at the horizon<\/dt><dd>Regulation<\/dd><\/div><div><dt>Its reduction against the baseline<\/dt><dd>21%<\/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\">Year<\/th><th scope=\"col\">Baseline<\/th><th scope=\"col\">Regulation<\/th><th scope=\"col\">Economic incentive<\/th><th scope=\"col\">Information and capacity<\/th><\/tr><\/thead><tbody><tr><th scope=\"row\">0<\/th><td>100.0<\/td><td>99.5<\/td><td>98.8<\/td><td>99.1<\/td><\/tr><tr><th scope=\"row\">1<\/th><td>102.0<\/td><td>101.2<\/td><td>100.1<\/td><td>99.8<\/td><\/tr><tr><th scope=\"row\">2<\/th><td>104.0<\/td><td>102.5<\/td><td>101.1<\/td><td>99.9<\/td><\/tr><tr><th scope=\"row\">3<\/th><td>106.1<\/td><td>103.5<\/td><td>101.6<\/td><td>100.0<\/td><\/tr><tr><th scope=\"row\">4<\/th><td>108.2<\/td><td>103.7<\/td><td>101.8<\/td><td>100.7<\/td><\/tr><tr><th scope=\"row\">5<\/th><td>110.4<\/td><td>103.2<\/td><td>101.7<\/td><td>102.1<\/td><\/tr><tr><th scope=\"row\">6<\/th><td>112.6<\/td><td>102.0<\/td><td>101.6<\/td><td>103.9<\/td><\/tr><tr><th scope=\"row\">7<\/th><td>114.9<\/td><td>100.4<\/td><td>101.6<\/td><td>105.9<\/td><\/tr><tr><th scope=\"row\">8<\/th><td>117.2<\/td><td>99.2<\/td><td>102.1<\/td><td>108.0<\/td><\/tr><tr><th scope=\"row\">9<\/th><td>119.5<\/td><td>98.6<\/td><td>102.9<\/td><td>110.1<\/td><\/tr><tr><th scope=\"row\">10<\/th><td>121.9<\/td><td>98.9<\/td><td>104.2<\/td><td>112.3<\/td><\/tr><tr><th scope=\"row\">11<\/th><td>124.3<\/td><td>99.7<\/td><td>105.7<\/td><td>114.5<\/td><\/tr><tr><th scope=\"row\">12<\/th><td>126.8<\/td><td>101.1<\/td><td>107.4<\/td><td>116.8<\/td><\/tr><tr><th scope=\"row\">13<\/th><td>129.4<\/td><td>102.7<\/td><td>109.4<\/td><td>119.2<\/td><\/tr><tr><th scope=\"row\">14<\/th><td>131.9<\/td><td>104.5<\/td><td>111.4<\/td><td>121.6<\/td><\/tr><tr><th scope=\"row\">15<\/th><td>134.6<\/td><td>106.5<\/td><td>113.5<\/td><td>124.0<\/td><\/tr><tr><th scope=\"row\">16<\/th><td>137.3<\/td><td>108.5<\/td><td>115.7<\/td><td>126.5<\/td><\/tr><tr><th scope=\"row\">17<\/th><td>140.0<\/td><td>110.7<\/td><td>118.0<\/td><td>129.0<\/td><\/tr><tr><th scope=\"row\">18<\/th><td>142.8<\/td><td>112.9<\/td><td>120.4<\/td><td>131.6<\/td><\/tr><tr><th scope=\"row\">19<\/th><td>145.7<\/td><td>115.1<\/td><td>122.8<\/td><td>134.2<\/td><\/tr><tr><th scope=\"row\">20<\/th><td>148.6<\/td><td>117.4<\/td><td>125.2<\/td><td>136.9<\/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>Tools of government <span class=\"nx-in-cite\">Hood (1983), The Tools of Government, Macmillan<\/span><\/li><li>Carrots, sticks and sermons <span class=\"nx-in-cite\">Bemelmans-Videc, Rist and Vedung (1998), Transaction<\/span><\/li><li>Diffusion of innovations <span class=\"nx-in-cite\">Rogers (2003), Diffusion of Innovations, Free Press<\/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>Borders <span class=\"nx-in-cite\">Natural Earth<\/span><\/li><li>Cities <span class=\"nx-in-cite\">Natural Earth<\/span><\/li><\/ul><\/div><\/details><figcaption class=\"nx-caption\">Compare instruments: rules, incentives and information. Illustrative teaching model: it runs on the values set by the controls, not on measured data. Methods: Tools of government (Hood (1983), The Tools of Government, Macmillan); Carrots, sticks and sermons (Bemelmans-Videc, Rist and Vedung (1998), Transaction); Diffusion of innovations (Rogers (2003), Diffusion of Innovations, Free Press).<\/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:\/\/globalriskforum.com\/foresight\/foundry\/\">Foresight 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:\/\/globalriskforum.com\/foresight\/universe\/\">Foresight 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\/systemic-risk\/\">Systemic Risks 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:\/\/globalriskforum.com\/foresight\/reports\/\">Foresight 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\/risk-science\/\">Faculty of Risk Science and Methods 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><\/div><\/div><\/section><section class=\"nx-section\" data-band=\"auto\" data-band-id=\"nx-band-2\" data-tone=\"alt\" data-hue=\"risk\" aria-label=\"Connections, Implementation, Stewardship, 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=\"Connections, Implementation, Stewardship, Twin and cascade simulator\"><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-instrument-2\" aria-selected=\"false\" data-key=\"p2\">Implementation<\/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><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-2-tab-4\" aria-controls=\"nx-sec-twin\" aria-selected=\"false\" data-key=\"p4\">Twin and cascade simulator<\/button><\/div><section id=\"nx-sec-connections\" class=\"nx-section nx-band-panel\" data-hue=\"risk\" data-variant=\"split\" 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:\/\/globalriskforum.com\/foresight\/topics\/horizon-scanning\/\"><span>Horizon scanning<\/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:\/\/globalriskforum.com\/foresight\/topics\/strategic-scenarios\/\"><span>Strategic scenarios<\/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:\/\/globalriskforum.com\/foresight\/topics\/deep-uncertainty\/\"><span>Deep uncertainty<\/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:\/\/globalriskforum.com\/foresight\/topics\/technology-futures\/\"><span>Technology futures<\/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:\/\/globalriskforum.com\/foresight\/topics\/geopolitical-futures\/\"><span>Geopolitical futures<\/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:\/\/globalriskforum.com\/foresight\/topics\/demographic-and-social-futures\/\"><span>Demographic and social futures<\/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:\/\/globalriskforum.com\/foresight\/topics\/future-generations\/\"><span>Future generations<\/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:\/\/globalriskforum.com\/foresight\/topics\/foresight-in-decisions\/\"><span>Foresight in decisions<\/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-instrument-2\" class=\"nx-section nx-band-panel\" data-hue=\"systemic\" data-ns-layout=\"es-wide\" 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\">Implementation<\/span><\/div><h2 id=\"nx-s-9\" class=\"nx-section-title\">From mandate to evaluation, by pillar.<\/h2><p class=\"nx-lede\">The steps an instrument takes from mandate to evaluation, each with the pillar that runs it, and the decisions that stay with the authority. Teaching model with stated illustrative values, not a prediction. The map on this page shows The Arctic; 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-foresight-stem-complex-systems-1\" aria-label=\"From mandate to evaluation, by pillar\"><ol class=\"nx-in-steps\"><li><strong>Mandate and problem framing<\/strong> <span class=\"nx-in-cite\">Competent authority (outside the programme)<\/span><br>A competent authority frames the problem and the mandate under its own rules. <span class=\"nx-in-cite\">Howlett, Ramesh and Perl (2009)<\/span><\/li><li><strong>Evidence and system model<\/strong> <span class=\"nx-in-cite\">Foundry<\/span><br>The system is modelled with its feedbacks, data and stated limits. <span class=\"nx-in-cite\">OECD (2014), principle 2<\/span><\/li><li><strong>Options appraised with scenarios<\/strong> <span class=\"nx-in-cite\">Foundry<\/span><br>Instruments are compared under scenarios, with uncertainty shown. <span class=\"nx-in-cite\">Hood (1983)<\/span><\/li><li><strong>Exercise with stakeholders<\/strong> <span class=\"nx-in-cite\">Universe<\/span><br>The options are tested in an exercise with those who would implement and bear them. <span class=\"nx-in-cite\">OECD (2014), principle 3<\/span><\/li><li><strong>Standard or guidance drafted<\/strong> <span class=\"nx-in-cite\">Nexus Standards<\/span><br>What works is codified as a standard or guidance, open to comment. <span class=\"nx-in-cite\">Nexus Standards process<\/span><\/li><li><strong>Decision by the authority<\/strong> <span class=\"nx-in-cite\">Competent authority (outside the programme)<\/span><br>The authority decides, outside the programme, with the evidence on record. <span class=\"nx-in-cite\">Howlett, Ramesh and Perl (2009)<\/span><\/li><li><strong>Capacity and training<\/strong> <span class=\"nx-in-cite\">Risk Academy<\/span><br>Those who implement are trained on the decided instrument and its data. <span class=\"nx-in-cite\">Sendai Framework (2015), priority 2<\/span><\/li><li><strong>Monitoring and public report<\/strong> <span class=\"nx-in-cite\">Reports<\/span><br>Indicators are published with sources, limits and corrections. <span class=\"nx-in-cite\">OECD (2014), principle 5<\/span><\/li><li><strong>Evaluation and revision<\/strong> <span class=\"nx-in-cite\">Nexus Standards<\/span><br>Results return to the standard and the model: the cycle closes. <span class=\"nx-in-cite\">Howlett, Ramesh and Perl (2009)<\/span><\/li><\/ol><h4 class=\"nx-h4\">Methods<\/h4><ol class=\"nx-in-meth\"><li>Policy cycle <span class=\"nx-in-cite\">Howlett, Ramesh and Perl (2009), Studying Public Policy, Oxford University Press<\/span><\/li><li>Governance of critical risks <span class=\"nx-in-cite\">OECD (2014), Recommendation of the Council on the Governance of Critical Risks<\/span><\/li><li>Layered drawing of directed graphs <span class=\"nx-in-cite\">Sugiyama, Tagawa and Toda (1981), IEEE SMC 11<\/span><\/li><\/ol><figcaption class=\"nx-caption\">From mandate to evaluation, by pillar: the steps as recorded, each with its pillar; sources as cited on each step.<\/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:\/\/globalriskforum.com\/foresight\/foundry\/\">Foresight 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:\/\/globalriskforum.com\/foresight\/universe\/\">Foresight 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\/systemic-risk\/\">Systemic Risks 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:\/\/globalriskforum.com\/foresight\/reports\/\">Foresight 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\/risk-science\/\">Faculty of Risk Science and Methods 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-stewardship\" class=\"nx-section nx-band-panel\" data-hue=\"risk\" data-variant=\"split\" 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 complex <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 agent-based modelling 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\/complex-systems\/\">Canonical page: Complex systems and agent-based modelling<\/a><\/p><\/div><\/div><\/section><section id=\"nx-sec-twin\" class=\"nx-section nx-band-panel\" data-hue=\"systemic\" data-span=\"wide\" data-ns-layout=\"twin\" aria-labelledby=\"nx-s-11\" role=\"tabpanel\" data-band-tab=\"nx-band-2-tab-4\"><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\">Twin and cascade simulator<\/span><\/div><h2 id=\"nx-s-11\" class=\"nx-section-title\">Exercise a cascade in complex systems in foresight with the people who decide.<\/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\/systemic-risk\/future-generations-and-long-term-risk\/\">Future generations and long-term risk<\/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 communities that carry the loss, the controls and institutions that dampen it and the data that observe it. Pick an initiating event and step through the cascade to see where mandates meet and which decisions fall to whom. The Map view places the run on an example geography with open data. Every weight is a stated assumption. An exercise for dialogue, not a forecast, an assessment or a position. To model a place of your own choosing, open the full <a class=\"nx-link\" href=\"https:\/\/globalriskforum.com\/system-builder\/\">System Builder<\/a>.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-ns-twin\" data-ns-data=\"nx-twin-es-stem-complex-systems-R04\" 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-h111\" data-tc=\"NHS-1 soc.geopolitical.nuclear-war\" data-tk=\"Society, conflict and economy \u00b7 Geopolitical confrontation and strategic weapons\" data-td=\"Use of many nuclear weapons between states, killing people through blast, fire and fallout and wrecking cities, infrastructure, health systems and the world economy.\" data-ts=\"NRS-H111\" data-tr=\"draft\">Nuclear war<\/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-h61\" data-tc=\"NHS-1 sys.cascade.financial-contagion\" data-tk=\"Systemic and compound events \u00b7 Cascading failure\" data-td=\"Spread of a financial shock between institutions, markets and countries through shared exposures and loss of confidence.\" data-ts=\"NRS-H61\" data-tr=\"draft\">Financial contagion<\/a><\/li><li>Cryptographically relevant quantum computer<\/li><li>River flood (set off downstream)<\/li><li>Flash flood (set off downstream)<\/li><li>Mass displacement (set off downstream)<\/li><li>Nuclear detonation (set off downstream)<\/li><li>Health-system overload (set off downstream)<\/li><li>Data breach (set off downstream)<\/li><li>Mass account takeover (set off downstream)<\/li><li>Harvest-now, decrypt-later collection (set off downstream)<\/li><li>Widespread power outage (set off downstream)<\/li><li>Water supply shortfall (set off downstream)<\/li><li>Sovereign debt crisis (set off downstream)<\/li><li>Currency crisis (set off downstream)<\/li><li>Nuclear winter (set off downstream)<\/li><li>High-altitude electromagnetic pulse (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\/systemic-risk\/future-generations-and-long-term-risk\/\">Future generations and long-term risk<\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/systemic-risk\/global-catastrophic-and-existential-risk-standards\/\">Global catastrophic and existential risk standards<\/a> <span class=\"nx-ns-sub\">Mechanism<\/span><\/li><li><a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/climate\/climate-adaptation-and-transition-risk\/\">Climate adaptation and transition risk<\/a> <span class=\"nx-ns-sub\">Mechanism<\/span><\/li><li><a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/systemic-risk\/global-and-systemic-risk\/\">Global and systemic risk<\/a> <span class=\"nx-ns-sub\">Common driver<\/span><\/li><li><a class=\"nx-link\" href=\"https:\/\/nexustandards.com\/digital-ai\/frontier-technology-risk-standards\/\">Frontier technology risk standards<\/a> <span class=\"nx-ns-sub\">Mechanism<\/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-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-13<\/code> Standards development process (open proposals, review, versioning, adoption)<\/li><li><code>NRS-U12<\/code> <a class=\"nx-link\" href=\"https:\/\/docs.therisk.global\/organization\/programme\/universe\">Universe<\/a> platform profile: Foresight Nexus<\/li><li><code>NRS-H26<\/code> Hazard family: Land and wetland degradation (NHS-1 eco.land)<\/li><li><code>NRS-H92<\/code> Hazard family: Ageing and degraded infrastructure (NHS-1 infra.ageing)<\/li><li><code>NRS-P4<\/code> Foresight, horizon scanning and strategy<\/li><li><code>NRS-H11<\/code> Hazard family: Coastal and sea-level hazards (NHS-1 water.coastal)<\/li><li><code>NRS-H31<\/code> Hazard family: Persistent and bioaccumulative substances (NHS-1 poll.persistent)<\/li><\/ul><\/div><div><p class=\"nx-eyebrow\">Observation<\/p><ul class=\"nx-list\"><li>Our World in Data datasets (listed for reference)<\/li><li>CMIP6 climate projections (Copernicus Climate Data Store) (listed for reference)<\/li><li>World Bank Open Data and World Development Indicators API (listed for reference)<\/li><li>Number of countries with mechanisms in place to enhance policy coherence of sustainable development<\/li><\/ul><\/div><div><p class=\"nx-eyebrow\">Example geography<\/p><ul class=\"nx-list\"><li>Bangladesh: 134 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>Surface soil moisture (SMAP), 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-3\" data-hue=\"risk\" aria-label=\"Connected, Instruments and commitments, 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=\"Connected, Instruments and commitments, Questions\"><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-3-tab-1\" aria-controls=\"nx-s-12-sec\" aria-selected=\"true\" data-key=\"p1\">Connected<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-3-tab-2\" aria-controls=\"nx-sec-audience\" aria-selected=\"false\" data-key=\"p2\">Instruments and commitments<\/button><button class=\"nx-tab\" type=\"button\" role=\"tab\" id=\"nx-band-3-tab-3\" aria-controls=\"nx-s-14-sec\" aria-selected=\"false\" data-key=\"p3\">Questions<\/button><\/div><section id=\"nx-s-12-sec\" class=\"nx-section nx-band-panel\" data-hue=\"risk\" aria-labelledby=\"nx-s-12\" 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\">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\/complex-systems\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Steward platform<\/span><span class=\"nx-dest-host\"><abbr title=\"The Global Centre for Risk and Innovation\">GCRI<\/abbr><\/span><\/span><span class=\"nx-dest-title\">Complex systems 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-sec-audience\" class=\"nx-section nx-band-panel\" data-hue=\"systemic\" aria-labelledby=\"nx-s-13\" 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\">13<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Instruments and commitments<\/span><\/div><h2 id=\"nx-s-13\" class=\"nx-section-title\">How complex systems in foresight is governed: instruments, mandates and commitments.<\/h2><p class=\"nx-lede\">The instruments, mandates, actors and accountability arrangements a policymaker, diplomat or development agency works with, citing the agreements that set them. Structures follow the frameworks named. Any state or progress drawn is illustrative, not a record.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-au\" data-au-voice=\"governance\" data-au-n=\"1\"><figure class=\"nx-au-c\" data-au-fig=\"instrument-matrix\"><h3 class=\"nx-h4\">Policy instrument matrix<\/h3><p class=\"nx-p nx-au-what\">The kinds of instrument available on complex systems in foresight, by level of government and cooperation.<\/p><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Instrument type<\/th><th scope=\"col\">Local<\/th><th scope=\"col\">National<\/th><th scope=\"col\">Regional<\/th><th scope=\"col\">Global<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Instrument type\"><strong>Regulatory<\/strong><\/td><td data-label=\"Local\">Zoning, building codes<\/td><td data-label=\"National\">Laws, standards, licensing<\/td><td data-label=\"Regional\">Harmonised rules<\/td><td data-label=\"Global\">Conventions and treaties<\/td><\/tr><tr><td data-label=\"Instrument type\"><strong>Economic<\/strong><\/td><td data-label=\"Local\">Local levies, grants<\/td><td data-label=\"National\">Budget lines, taxes, insurance schemes<\/td><td data-label=\"Regional\">Risk pools, regional funds<\/td><td data-label=\"Global\">Financing mechanisms<\/td><\/tr><tr><td data-label=\"Instrument type\"><strong>Information<\/strong><\/td><td data-label=\"Local\">Local warnings<\/td><td data-label=\"National\">Disclosure, early warning, statistics<\/td><td data-label=\"Regional\">Data sharing arrangements<\/td><td data-label=\"Global\">Global monitoring and reporting<\/td><\/tr><tr><td data-label=\"Instrument type\"><strong>Institutional<\/strong><\/td><td data-label=\"Local\">Local committees<\/td><td data-label=\"National\">Lead agencies, coordination councils<\/td><td data-label=\"Regional\">Regional bodies and secretariats<\/td><td data-label=\"Global\">Multilateral mandates<\/td><\/tr><tr><td data-label=\"Instrument type\"><strong>Cooperative<\/strong><\/td><td data-label=\"Local\">Community agreements<\/td><td data-label=\"National\">Partnership compacts<\/td><td data-label=\"Regional\">Memoranda and joint programmes<\/td><td data-label=\"Global\">Agreements and joint commitments<\/td><\/tr><\/tbody><\/table><\/div><figcaption class=\"nx-caption\"><span>A typology after the OECD Recommendation on the Governance of Critical Risks; examples of instrument types, not an inventory of any country&#8217;s measures.<\/span><\/figcaption><\/figure><\/div><div class=\"nx-chips nx-au-fw\" aria-label=\"Frameworks cited\"><span class=\"nx-chip\">Sendai Framework for Disaster Risk Reduction \u00b7 UNDRR<\/span><span class=\"nx-chip\">Paris Agreement \u00b7 UNFCCC<\/span><span class=\"nx-chip\">2030 Agenda and the Sustainable Development Goals \u00b7 United Nations<\/span><span class=\"nx-chip\">International Health Regulations \u00b7 WHO<\/span><\/div><\/div><\/div><\/section><section id=\"nx-s-14-sec\" class=\"nx-section nx-band-panel\" data-hue=\"risk\" aria-labelledby=\"nx-s-14\" 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\">14<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">Questions<\/span><\/div><h2 id=\"nx-s-14\" 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 complex systems and agent-based modelling in this field?<\/summary><div class=\"nx-answer\">Many plausible models can reproduce the same patterns. Calibration and validation data are often limited.<\/div><\/details><details><summary>How are results checked?<\/summary><div class=\"nx-answer\">Models are evaluated by matching multiple stylised facts and patterns at different scales. Sensitivity and robustness analysis test dependence on assumptions.<\/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\/complex-systems\/\">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=\"systemic\" 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\">Global Risks Forum<\/span><span class=\"nx-chip\">Foresight Nexus<\/span><span class=\"nx-chip\">Foresight Outlook<\/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:\/\/globalriskforum.com\/foresight\/write-to-us\/contact\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Email<\/span><span class=\"nx-dest-host\">Gateway GW-GRF<\/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:\/\/globalriskforum.com\/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:\/\/globalriskforum.com\/nexus-reports\/contribute\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Reports<\/span><span class=\"nx-dest-host\">Global Risks Forum<\/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:\/\/grf\/foresight\/stem\/complex-systems#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-obalriskforum-com-foresight-stem-complex-systems-h\"><div class=\"nx-container\"><nav class=\"nx-deeper\" aria-labelledby=\"nx-deeper-obalriskforum-com-foresight-stem-complex-systems-h\" data-nx-deeper=\"3\" data-nx-resources=\"1 1 1\"><h2 class=\"nx-deeper-h\" id=\"nx-deeper-obalriskforum-com-foresight-stem-complex-systems-h\">Go deeper<\/h2><ul><li><a href=\"https:\/\/docs.therisk.global\/organization\/systems\/nxs-ews\" data-ext><span class=\"nx-deeper-k\">Documentation:<\/span> Nxs-ews<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\/systems-nexus\/global-catastrophic-risk\/\" data-ext><span class=\"nx-deeper-k\">Academy:<\/span> Global catastrophic risks<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\/systemic-risk\/global-and-systemic-risk\/\" data-ext><span class=\"nx-deeper-k\">Standards:<\/span> Global and systemic risk<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-15\"><div class=\"nx-container\"><span class=\"nx-eyebrow\">Foresight Nexus<\/span><h2 id=\"nx-close-15\" class=\"nx-section-title\">Bring a governance question to the Forum.<\/h2><p class=\"nx-lede\">Information and enquiries are open today. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"https:\/\/globalriskforum.com\/foresight\/write-to-us\/session-proposal\/\">Propose a dialogue <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:\/\/globalriskforum.com\/foresight\/contact\/\">See all contact routes<\/a><\/div><\/div><\/section><section class=\"nx-section\" data-tone=\"alt\" aria-labelledby=\"nx-legal-16\"><div class=\"nx-container\"><span class=\"nx-eyebrow\">Legal<\/span><h2 id=\"nx-legal-16\" class=\"nx-h3 nx-mt-2\">Legal documents.<\/h2><details class=\"nx-mt-3\"><summary class=\"nx-link\">Show all 18 legal documents<\/summary><nav class=\"nx-related nx-mt-3\" aria-label=\"Legal documents\"><a href=\"https:\/\/globalriskforum.com\/legal\/terms\/\">Platform Terms of Use <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/privacy\/\">Platform Privacy Notice <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/cookies\/\">Platform Cookie and Storage Notice <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/legal-notice\/\">Legal Notice <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/acceptable-use\/\">Acceptable Use Policy <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/participation-terms\/\">Participation and Events Terms <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/contribution-terms\/\">Contribution Terms <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/research-and-data-terms\/\">Research and Data Terms <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/ai-use\/\">AI-use Statement <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/intellectual-property\/\">Intellectual Property and Licensing <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/trademark-policy\/\">Trademark and Name Use Policy <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/disclaimer\/\">Disclaimers and Data Notices <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/corrections\/\">Corrections and Right of Reply Policy <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/complaints-and-integrity\/\">Complaints and integrity reporting <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/security\/\">Security and responsible disclosure <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/code-of-conduct\/\">Code of Conduct <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/trust\/accessibility\/\">Accessibility Statement <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/globalriskforum.com\/legal\/third-party-notices\/\">Third-party notices and attributions <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/nav><\/details><p class=\"nx-note nx-mt-3\">Maps, data and figures on this site are shown for context and general information. They are not advice, forecasts or warnings; the limits of the information are set out in the Disclaimers and Data Notices.<\/p><\/div><\/section><\/div><\/div><script class=\"_iub_cs_skip\">window.__nxMount ? window.__nxMount(document.currentScript) : null;<\/script>\n\n\n<script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"TechArticle\",\"@id\":\"https:\/\/globalriskforum.com\/foresight\/stem\/complex-systems\/#article\",\"headline\":\"Complex systems in foresight\",\"description\":\"Complex systems in foresight: systems mapping of drivers and feedbacks, agent-based exploration of social change and signs of critical transitions.\",\"inLanguage\":\"en\",\"about\":{\"@type\":\"Thing\",\"name\":\"systems mapping\"},\"author\":{\"@id\":\"https:\/\/globalriskforum.com\/#organization\",\"@type\":\"Organization\",\"name\":\"The Global Risks Forum\",\"url\":\"https:\/\/globalriskforum.com\/\",\"alternateName\":\"GRF\"},\"publisher\":{\"@id\":\"https:\/\/globalriskforum.com\/#organization\"},\"mainEntityOfPage\":{\"@id\":\"https:\/\/globalriskforum.com\/foresight\/stem\/complex-systems\/#webpage\"},\"isAccessibleForFree\":true,\"mentions\":[{\"@type\":\"Thing\",\"name\":\"Expert-elicited causal maps\"},{\"@type\":\"Thing\",\"name\":\"Survey and census microdata\"},{\"@type\":\"Thing\",\"name\":\"Observational time series\"},{\"@type\":\"Thing\",\"name\":\"Trade and financial network data\"}]}]}<\/script>\n\n<!-- nx-rev:f614f0bddb24b4f3 -->\n<!-- nx-shared:46f29bccf7dc -->\n<!-- nx-path:\/stem\/complex-systems\/ -->","protected":false},"excerpt":{"rendered":"<p>Complex systems and agent-based modelling help foresight explain why change is often nonlinear: feedbacks, thresholds and interactions among many actors produce surprises that trend extrapolation misses. In this field the models are tools for exploring possibility and systemic risk, not\u2026<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":33,"menu_order":377,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_buddyx_sub_header_visibility":"","_buddyx_sub_header_title_visibility":"","_hide_show_side_panel":"","_buddyxpro_page_sidebar":"","_buddyxpro_page_disable_header":"","_buddyxpro_page_disable_footer":"","_buddyxpro_page_content_width":"","_buddyxpro_page_header_style":"","_buddyxpro_page_color_mode":"","_buddyxpro_page_loader":"","_nx_seo_description":"","_nx_seo_title":"","_nx_seo_image":"","_nx_seo_jsonld":"","_nx_i18n_locale":"","_nx_i18n_group":"","nexus_page_kind":"","footnotes":"","_nx_seo_image_alt":"","_nx_seo_canonical":"","_nx_seo_robots":"","_nx_seo_schema_type":""},"class_list":["post-44","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/globalriskforum.com\/foresight\/wp-json\/wp\/v2\/pages\/44","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/globalriskforum.com\/foresight\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/globalriskforum.com\/foresight\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/globalriskforum.com\/foresight\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/globalriskforum.com\/foresight\/wp-json\/wp\/v2\/comments?post=44"}],"version-history":[{"count":1,"href":"https:\/\/globalriskforum.com\/foresight\/wp-json\/wp\/v2\/pages\/44\/revisions"}],"predecessor-version":[{"id":86,"href":"https:\/\/globalriskforum.com\/foresight\/wp-json\/wp\/v2\/pages\/44\/revisions\/86"}],"up":[{"embeddable":true,"href":"https:\/\/globalriskforum.com\/foresight\/wp-json\/wp\/v2\/pages\/33"}],"wp:attachment":[{"href":"https:\/\/globalriskforum.com\/foresight\/wp-json\/wp\/v2\/media?parent=44"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}