{"id":167,"date":"2026-10-13T12:33:22","date_gmt":"2026-10-13T12:33:22","guid":{"rendered":"https:\/\/therisk.global\/nexus-foundry\/?page_id=167"},"modified":"2026-10-13T23:17:15","modified_gmt":"2026-10-13T23:17:15","slug":"data-engineering","status":"publish","type":"page","link":"https:\/\/therisk.global\/nexus-foundry\/stem\/data-engineering\/","title":{"rendered":"Data engineering at Nexus Foundry"},"content":{"rendered":"\n<!-- Nexus network page \u00b7 https:\/\/therisk.global\/nexus-foundry\/stem\/data-engineering\/ \u00b7 source template \u00b7 generated by integrations\/wordpress\/network\/build.mjs, never edit this file --><script type=\"text\/x-nexus\" class=\"_iub_cs_skip\" id=\"nxe-fig-engine\" 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:where([role=\"tablist\"],[role=\"toolbar\"],[hidden],button,.nx-theme-toggle,.nx-live-slot){display:none}#nxe-nhon6g6m.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-hero\" data-layout=\"console\" aria-labelledby=\"nx-title-1\"><div class=\"nx-container\"><div class=\"nx-theme-toggle\" role=\"group\" aria-label=\"Appearance of this page\" hidden><button type=\"button\" data-mode=\"light\" aria-pressed=\"false\">Light<\/button><button type=\"button\" data-mode=\"dark\" aria-pressed=\"false\">Dark<\/button><button type=\"button\" data-mode=\"auto\" aria-pressed=\"true\">Auto<\/button><\/div><div class=\"nx-folio\" aria-label=\"Document reference\"><strong>G09 \u00b7 METHOD \u00b7 data-engineering<\/strong>GCRI dossier \u00b7 service level R0<\/div><div class=\"nx-hero-grid\"><div class=\"nx-hero-text\"><div class=\"nx-eyebrow-row\"><span class=\"nx-eyebrow\">GCRI<\/span><span class=\"nx-eyebrow\" aria-hidden=\"true\">\u00b7<\/span><span class=\"nx-eyebrow\">Nexus Foundry<\/span><span class=\"nx-eyebrow\" aria-hidden=\"true\">\u00b7<\/span><span class=\"nx-eyebrow\">Established<\/span><\/div><div class=\"nx-accent-row\"><span class=\"nx-accent-rule\" aria-hidden=\"true\"><\/span><span>Method page \u00b7 Data engineering, interoperability and stewardship<\/span><\/div><h1 id=\"nx-title-1\" class=\"nx-hero-title\">Data engineering at Nexus Foundry<\/h1><p class=\"nx-tagline\">Data engineering decides whether evidence from different sectors can be combined at all. In this field it covers ingestion, validation, standardisation, provenance and stewardship: source passports, schemas and ontologies, frozen data cuts, and lineage that lets a correction reach every product built on the corrected source.<\/p><div class=\"nx-actions\"><a class=\"nx-btn\" data-variant=\"primary\" href=\"https:\/\/therisk.global\/nexus-foundry\/contact\/\">Make an enquiry <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a class=\"nx-btn\" data-variant=\"secondary\" href=\"https:\/\/therisk.global\/nexus-foundry\/stem\/\">Back to STEM foundation of Nexus Foundry<\/a><\/div><\/div><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\">data-engineering<\/span><\/div><ol class=\"nx-register-rows\"><li><div><span class=\"nx-register-k\">Method<\/span><span class=\"nx-register-v\">Data engineering, interoperability and stewardship<\/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\/data-compute\/\">Data and Compute<\/a><\/span><\/div><\/li><li><div><span class=\"nx-register-k\">Applied in<\/span><span class=\"nx-register-v\">Nexus Foundry<\/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\">5 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\">4 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\/technology\/data-engineering\/\">STEM Commons<\/a><\/span><\/div><\/li><\/ol><p class=\"nx-register-foot\">GCRI \u00b7 Established \u00b7 service level R0<\/p><\/div><\/div><\/div><\/div><\/section> <nav class=\"nx-index-strip\" data-nx-spy=\"true\" aria-label=\"On this page\"><div class=\"nx-container\"><a href=\"#nx-sec-brief-answer\"><span>01<\/span>The short answer<\/a><a href=\"#nx-sec-application\"><span>02<\/span>What data engineering,\u2026<\/a><a href=\"#nx-sec-terms\"><span>03<\/span>Terms used on this page<\/a><a href=\"#nx-sec-field\"><span>04<\/span>Digital demand and connectivity in\u2026<\/a><a href=\"#nx-sec-canvas\"><span>05<\/span>The method as a run graph<\/a><a href=\"#nx-sec-data\"><span>06<\/span>What the method consumes<\/a><a href=\"#nx-sec-checks\"><span>07<\/span>How results are checked<\/a><a href=\"#nx-sec-connections\"><span>08<\/span>Topics that rely on this method<\/a><\/div><\/nav> <section id=\"nx-sec-brief-answer\" class=\"nx-section\" data-hue=\"infrastructure\" 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\">01<\/span><span class=\"nx-rule\" aria-hidden=\"true\"><\/span><span class=\"nx-eyebrow\">In brief<\/span><\/div><h2 id=\"nx-s-2\" class=\"nx-section-title\">The short answer.<\/h2><p class=\"nx-lede\">Data engineering is the design and operation of the pipelines and stores through which data is ingested, validated, standardised and served. For risk evidence it decides whether data from different sectors can be combined at all, and it uses source passports, schemas, frozen data cuts and lineage so a correction reaches every product built on the data.<\/p><\/div><\/div><\/section><section id=\"nx-sec-application\" class=\"nx-section\" data-hue=\"project\" data-tone=\"alt\" aria-labelledby=\"nx-s-3\"><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-3\" class=\"nx-section-title\">What data engineering, interoperability and stewardship does here.<\/h2><p class=\"nx-lede\">Data engineering, interoperability and stewardship cover the pipelines, standards and governance that make data usable and trustworthy. They determine whether information from different sectors can be combined for joint risk assessment. In data and compute and methods and modelling, sound data engineering allows hazard, exposure and financial data to be linked consistently. It supports transparent and repeatable analysis of interconnected risk. The canonical description is on <a class=\"nx-link\" href=\"https:\/\/therisk.global\/stem\/technology\/data-engineering\/\">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 width=\"8\" height=\"8\" x=\"3\" y=\"3\" rx=\"2\"\/><path d=\"M7 11v4a2 2 0 0 0 2 2h4\"\/><rect width=\"8\" height=\"8\" x=\"13\" y=\"13\" rx=\"2\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Validation at the ingest boundary<\/h3><p class=\"nx-p nx-mt-1\">Each incoming batch is checked against its declared schema, units and code lists before it is accepted. Failures are quarantined with a reason, and the original is retained unchanged beside the standardised record.<\/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=\"18\" cy=\"18\" r=\"3\"\/><circle cx=\"6\" cy=\"6\" r=\"3\"\/><path d=\"M6 21V9a9 9 0 0 0 9 9\"\/><\/svg><\/span><\/div><h3 class=\"nx-h3 nx-mt-2\">Frozen data cuts for reproducible products<\/h3><p class=\"nx-p nx-mt-1\">Indices and loss estimates are computed from versioned, immutable snapshots, so a product can be re-run months later from exactly the data that produced it.<\/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\">Correction impact through lineage<\/h3><p class=\"nx-p nx-mt-1\">When a source owner issues a correction, the lineage graph lists every derived table, map and index that depends on it, and those products are marked stale until recomputed.<\/p><\/article><\/div><\/div><\/div><\/section><section id=\"nx-sec-terms\" class=\"nx-section\" data-hue=\"infrastructure\" data-tone=\"alt\" data-variant=\"split\" aria-labelledby=\"nx-s-4\"><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\">Key terms<\/span><\/div><h2 id=\"nx-s-4\" class=\"nx-section-title\">Terms used on this page.<\/h2><p class=\"nx-lede\">Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Term<\/th><th scope=\"col\">Definition<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Term\">Frozen data cut<\/td><td data-label=\"Definition\">A fixed, versioned snapshot of input data used to produce a product, so it can be reproduced later.<\/td><\/tr><tr><td data-label=\"Term\">STAC<\/td><td data-label=\"Definition\">The SpatioTemporal Asset Catalog specification for describing geospatial data such as satellite images.<\/td><\/tr><tr><td data-label=\"Term\">Correction impact analysis<\/td><td data-label=\"Definition\">Using lineage to find every product affected by a correction to a source.<\/td><\/tr><\/tbody><\/table><\/div><\/div><\/div><\/section><section id=\"nx-sec-field\" class=\"nx-section\" data-hue=\"project\" data-tone=\"alt\" aria-labelledby=\"nx-s-5\"><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\">Geography<\/span><\/div><h2 id=\"nx-s-5\" class=\"nx-section-title\">Digital demand and connectivity in Europe.<\/h2><p class=\"nx-lede\">Urban demand centres and the hubs that anchor digital and data infrastructure, shown for Europe as an example geography for this subject.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-canvas-wrap\"><div class=\"nx-map nx-cmap\" data-nx-map=\"ctx\" data-cmap=\"europe:digital\" data-ramp=\"purple\" data-basis=\"case\" data-focus=\"0 0 2000 1400|1176 0 2000 917|1379 923 1852 1197|1254 676 1614 923|210 975 861 1400\"><figure class=\"nx-fk\" data-fk=\"map-europe-digital\" data-ramp=\"purple\" 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O2V4oyoAm\/oTl+yBzYxjGr4cfot0aCgg0LJ241Pw8G07Hz58nw15x7sPBCWONFeIcHs2aTjN7bn7rtXTtQbe\/X4xGtT4hHxFfSlP31IfakGtn1YwOmES17NpJQl2SdKeSziVKjhs2EJpfVeIQMSkeKXSGH92kNBB6soBP77pwlgHVSbDRlu1lhkQ4ga8pZCXy\/hurSHJlyDJo54CCrz2kIOTC+HZKtIs+AogGNWJKMEwUOiaMR+GWOQyUn7jdnfVg2KMdC98qys8IXlD1e9vQie30aqowKTGycI8dTlm0mJyr4mtccvBtWrqxOlURiyiIdo\/nrxAfXGkpc3kEhDcfqefwux8Y\/wuOGt87RoWZP3RSbDTvNwmZxYcqXAhtjIO2aVS95R148fqeQQICz4OHXIksAv4b2GFlpw8acrUUFz4SOU7ON5xAI58F2g91mjkkN\/G8Fh8GKMuN4lHRm4lQTixayS5w8Y9\/OctLNs5fOuQneW\/bPkX3yfCmjeFOG3di7pbZaGTZB\/EzOn5D9dJGNPmd4PpLB1tO72C7aX\/fL\/Qt\/ul8eqWqpo+lxngiU75aOynMcZHDGlKVFPOIxA2DZdtQqItS\/WxpyLNk7o\/\/j9AxnoiKlKGE92d9BJlMjyKQMDWUuIRaRfUbx\/jVLh2fF5dncKHGVnKQeyf4EsfVkbThITfxgCH4tHqvJnI+lL078rRa5xqAsZ5M9+xYsY6xPOecDgXAiH3p0ogPreFO5mmMHCsvYFUyi8S3rdhIXBx\/fiBsE5U\/y5SRqhZpCHIvkpEUOgFMhrL04XSWJAcSCUA7IuQQW0oDbZ9gFht73LO2ceXbITWjkNTiZiNSDY3+Z1x4q0RDyawhYKf6MHManClF58YI4HazJJTOs2zhvYHgvSUPxv3KUaljyXfDKUuGME8X8ZMkGBASzfBuW0fO1R\/6BPQeD28xpWb7P\/MusKdjDRN4A\/n4mI2EggZxjxO1nFcyr5wQrskROfEOST6NZYOE0RVovVY9hPTgfDRN68LJOKjtvb5ru1++q86c75dpQnGzpqsLAe5ZhdsdrXmJiVy2wZDlJT9H+sZyhzMJuFrxmpP40FyESDlbSO54jkcDXDiGrx4mOFkVzzgdZKJLGg3szqSy97de3zfUTzpo5JflStkc7o7Kt+wpBMPujEYWbJC4wpywDq+zA4RiuEOuNKkpUa8SVDpWEIJnlnqNP+Cp05RyimPrgm7vHb96unnpz\/QlvbrxXOdY9xZqs\/BJnzpG4D2wgWUNQoo\/zJ1rMa13BwwhikT1rLsQIkCHyeQwXLTjFJLUwL9qOE08ICiEkSLaSoawRiEn+gvRPRB5UQcPRx9lo1gi8kITn73GSL6whoOyEOLhhlN6iJ3PykU3Qwf2fZP3etsO7p3Y\/np7005E8Vg6WOZmna3GIdOWMsvSe7Epy6k4nVKb4AHJlPV\/dQPV90rKWDQyX4ajwqQKbKMKDHJazSSLvbbNbdOrzoXnqbfNJDsPDHKfOqYd1ZFHjIxPdYSuk8BCysMBUVH02hiUJOjuwxdFwQJFHJteWrYJhl9OwHfJs+zQnxSx2Dfm9gFy5gssSuNiWOMXG1UWswz70ptlrgd3gX4tSAuQsOTuDkS2wRhxnikXkxDuFI0my8EZ8AV6c+HGOvWU2Y4nNkWQk6KOkaAyZMs7cisOvERMH\/l7OR6QK\/j+\/hpZ349IpyisBpRZKWLoSbGoUWpEUob9Z9oqsktviFZwdgxqsV+wGQb0pqeYmJNbYFsKx41oMB4sVYkpS9MaJc8OfhGWhUqTmt9fI+huCj9ABena9yGlMqJCZkimEc2PwZQ71fE5CJnFmIu8fNt8iy6kRkLA552wgIhfeDw2HkUuwDo4YaRT2Wiha46puQAkRLwf1KMV2cvTYHYcXxHlLMpScHWarp+GwVkhjaMlOBPbVjASGqMMmSV\/W4nIErrtqTu9znpZLPvBvpIxPYQSrMSMJE3aztbwr0oxcRWVzZUtlm6O\/WtAKMM4eZQWJcTh3a4GU4Jow1\/Ys1DEnjRN7wIFTDCz9SQqt\/IKQ5QDpSwilS0bDIfNJ78qwCf5NLs1JlTtIwc9KpED3KrDY1hViX7hfQGgk+KgsMVzi4Ow7r8\/xIyi1SOcQ+SdwXLOSArXE8oFzrvyquSSeEnvMsFe12BeqM1AmnQNo6+HeZ1xQzbeVXizwl9gxlOG3COJMIq3A5T32Tx2h4VxlgoSOmSOkBMiCl\/xPzXvtWTAS4ke+GbCnKPZLtYLBcAh7WL4YhoKEGyehUBK1ClnPWpkALxuFEi35D\/aAKDXBj0m4tbUqmkWzFDnJ0EGxlGwEfp+LDbUEt1yfkBw6lwLEDWLvArUXaKMangTXG1gF1VIyDwr1RKRkM3+II\/2a8+EMNahQyJVYJfK+47hRSdCcQmBgGodhqHrZCkEZOy2cukF4GSUSRL6FbQQLlMWRo6hCJw85I5QpVzvhy3BiJPIbIzVUQ71yAoYsQWJQlTaod6QC70C8IlUP9oYE7FIDdoQ8BiJBuF5WwVWTqrYUF6Bx2NXm+kIoGR+OTEsMF6GCeS8dvKmqFNgDa1Uj+BgNX4+QpzBPAVl0QmUiQvOJgp7AqETOwfEeZvj4cAulROTYUHCoV8H+QDvAXuCyedk00ceZFTvuYKKEOuWCMpKVMAd3y1hXJvAR87tEAV9pJJfuljYnFS3fak5jLisbYxUCG3\/JPLECTWOUTWuB4tNcbAy5SpnTBYGfbKBu4XVGKu\/Q15qcVXAcqwv4oySoxcZy3aNcuBpvkThpEfi4WG\/QDhA4yChjAA2yqAmiRF\/yXx7ObWZHp0S+7HJzkaMe18kqklEt5QAMJAN7DP1MwGC+LVZcLeSJ+Z+qw0HapKz0w27zVLnCfVIV2NVaZVP3XIGT0x0LX7UUI1A\/kFwjMgqQeE7xaJhAlAhIBjl7m3FxM+sCgkRDaaDyAMAd3wx2uFBSpGycFCMt8rtRdAJKQkl8zARvHun3SCBcLyURrvCxiOgguVf2T0nNU8GMjR9lIvinkVO8hkvYLDZAntXifxw+nkk56Yf1snkqkLT2hAyDHI+hBLqxsefSspfajKvi3dLEXBn4YrYkn2AMKikGCYLQsb1B0dVJQo3uQBWkOoEcNBsbNhxZFDSjvbgo6FDKqyVZWHNxBN8MAATXGAUImlB2yuJSRf64Zw8T2oivdmA\/jtN4UjeJnPCNqAcgxmCsGVS3Re1Sw2oYmGpKHxl20AFnoaIDfdpLTtiKL2mQyDKSg3MKWWSBrXHigdRHBNYQuE9k6RkUyDlsw5llBFb6bukCAcgRjLAzoiv4E\/zMg5IzqZN9vx62u8umPw36MkN0tAmRUb2czdOoysIq4RRxk1gd0icC8gEOtgIX2aliP6TmFcfce0C2gD1+dvSLW8bKnVM3yHCyREZAM3KpjgB\/CLgjIoFSGLEAUMC5s8VxpPutkddAvoy93sA+hBascl3BpbIGiTZgawENBNjVsBLzfN8NCsyOgzsObDi7TmgFhHKJM6wJJoeszEEYeT090ycrdDafcKJjgc5oZbTrpczioYBRCqK8BV8MBKR8baAzRAHSgWZO77IzwtEmZw3ZxefcBisQ1J3gdgPKAdNF1X5YWyveGIDGpEwyR68BCGvZO1cQHvwZ+CSImUolXCBspbQEDA2kwInttayvMlQMF2rENhipXkDsqgIDT6zp\/FjUhWbhiCZiGbXgcTj\/A0Rw4nw8\/iGy\/eBkexL9JABGSRohWQTIDkQ5cfQK48ZuCWG0q4LQ4aJdhWIL3hJFCctnBg0HnI\/yAufUEouw0HIszuUIAcUWxwUuqWVJQKUMCFv2eTLULfCIFZdRuHowZgAiY4Y1Ah54tvB5nWxKLWhNTq9IFShJYMRFV4HjA9PvR+Qv51RwyzkRYYAZhD7mXChbYMhfkOpBlCOLiCzhvGqINaegOO+AU0AA6FgZ6SAr0Kg4UNmUYjBWxQbxs1gYJ1hvlCoCMO6oEsYxdIv3X2cqCDaiMCVlboAEjeyXk1AXhVct0H2LELfmsIorPQpQVjZ7yOJwQQawfaTJjIAJuOgFYcis+bDPkeM1AdVxzkQjA0t1NEKqKVSoUunYYPHI6h7daVF543vIWhY+AXsNXgDnLExsibWHzbcSXCK7xvlE3B4F6++A4+b0YeT9knBVJDlz4SoKbo3rgEaSggl5Gw\/EriCzJPvNQS4b46SMj6h6j4h7ZVALQxmPlfPd0mRXWQNUuS5YRrSABtw\/CUjIZ0jUYmf4wFnLAKeupcfEwDWgzkbjpCovGXH2HV3l75Y6yyYp5JqAoCOffslOSkFOISUU6Fec3F\/k5fmDtaG2OP5hDZVCd4L\/BQbbcPqB10OJDa8AeIMlxIOl\/KFpx1ygHjjkW42kl8LdckxVQPfJGp2IVBA\/iQuBgmFgEfHSFBDQNFhD81T4YQmBxI1y1AgYxYxzNBhIjCybWmQetSCOkCKu8ZzKYDmcqGRRECTgqFEjIBJsALjNAebD8hXRJZXAxolWYoLjPlIksxnNIK4mSUmMVcql9QDh42E\/30yK\/t+th5+aD08U\/d3p7WHZ1Crm3FdoR7HwxpGVKDnKYjWAYOZakJekLBfGFHtcfPmhI6P40JEzHHwIGUGBtBQB1RmwQeITcyQuFUcrOU8DQ4SEiEXHB9dpLen3sanHytUjublbUqsoaz006twHHnxvHUs5NUIBuycojoMnManoftdur4CE2vw6FMp\/QmuGM4K2NAwEN9KTwMkidEVpIKG0YyAFxQKcF89s7wKjGzxCD0kraJRu0SsRS9o+iq0AsCjD13KqmGFGrBg4AhG2IUgZzjEWgM4W14mVURTQVA0gJYfxB7d0Ugh+sx7WFxfrv1mzKFqsax17FH4SXjlIpr3YD+AfpEFL4ECkZQsyoxZYlaQZnGh\/V4keq+LBV3XTV11t21V7OayfwNF9Cq7eJZWc7q344Az\/A24GIXSQGo4D3oGzZAUrmzmBaNhpd2JWYLwAU8ImobSnOQvpBGvhxjqOJM2pF4wTspwS5Xpf\/MgN89M96hfr279BTsOVMIYjh5B6UWbsUh1c16SayiQwv35sREzzCQ1ZJnJPet1rjz6ZJOl6XUBvgkDyKAoA3Q6PHWWIpErZggOPUEmtrnIH3y8+sjHbK\/WmuWgX6yfBCel0iHKmjInOfREyC8\/HSM6tFILYWSYzcHDlkyzYt7uf2+W79W64\/NtBbXQm1gLba6SQEhkY0r2ShIfLn4EYLSkI44GHj6gTohBtUEioBSTq0RVbw6HmrjZuZSl1FHy9KqVHnVWBb3IGvoJXArcocLxoUHy1nCahrT24gZNk0Lfd9mrX\/E0QKSNwWqtMffFo3CChPNx7Xk\/X1V5cbdvVZts+AaMywXwC8riuHewt2voAJEM7AfusjopqXFSn1iESUTSsKQ51LZe0GI0YGItrydFz0pIb0BMEuDHns4Pkg2sRAFhqBLEZQFRX4IumlkY5D8ARy0UEwvnQ9unp9r378IQefRFOdxp1IH2ls++T+HxG6hfoctKITTixADQIXRBbImWOTSxHpQQDOPg6E9fr2\/Zds1r\/uhyk+AliYDJxn+ies6lc9Jbqb6i8lO8te2NcBydKGiWZG8AyATGWqkRUUTBUqB7rPCJJHdomOPVXM2Q6oOjDoZXku3HatWBLDu7OxIv6ttnePnGB9SccNlA+xhKoKQCPm5QwxCD9YQ+6enbi\/3yz+6nptr++SPcJTBLaEDtNbUMPNJ+gFAO2kgvWgLsX4gBORVelWyJU0iSnpc0yyHccTL7aidvyzXqzvv11ty6kTxDO5D1YWQwHj1xApuwIUQB4yUdaVAws8dEIqoRz0hSBhypBcgla5mv638hwgYzaieHyBkPkCU3KmAeDncgCAKwFOMz0GMi6azWaO072JjZsaEWRDiqNgIObmiPcFEe\/HriRLwL9IZBqrnRKF7L2QBVnKbqjM9DiHZDqtAK4spWRnjSUUYEVKPcXYWSCbUYCmMs4WUqj1NIk5UYrOWBG9Sjp9gRiWCIBjdJTEBgGQ71RhaQ8qdHIhiXO0EVxmjV2RbIAHLRJhCtZFCdo8TAGHoBHGIHOcHIhAghRA9XjcVqhvBu9OLCTIMjQQpOBtC1y0xJN40srpGq5zMkuGJop0YyF8JsdDM2tExI9OymyoJ7OYZMGGQmlLA2HD1lJyz4yTagA8josn3AE08fBGzVxuL9p7prrq6d5hF7kT4iWQiIIjHe95lYUBmpmInWiHhHpfnnQ3wUEY6BkESXDUGFGISNKA3JpDCAyL8amcQbdVMaVBD3l6w1fpIObMPHK\/7AeFk+1YbtPaGizxMRleysNgdIzzXcLmH+yR2jGdILiQ5YQMEEj+5NBQAB5QRqPU4jKFNinlk4kz3kI3hxgyk1V2vuRogiIyaUYYaW4yW40UpVWGErY2QKxBgp4ABCR4TXAGxkCIDKwCdGUQfe3G5s2veZMKWodCZUkNJohIcylnYD8pi5dRRZZFCsZUkl8+\/ueao8aVEkbAC6jJaIBWsNI3YXBsSbDR8xjoySXRqy0hSH2BggBGS4DPJSpwQMQuElS2CSEJQLkLwl4JjSBABKCIgFINND+xGpZkNYZPB\/jz7zEYppzz+y6g6yAETiRqFRY90RU7e6WKagAshfOgDtPhGkJCDU4zFYw89w9DCgwpQANKrmMVJTCPVKJpWW+lv4Rbjzh6gLSupJpd5k44QTPFlFW4wosOpO4kZVDtBo1FfSS8K4gd1YVeqJSMcpolWUAEJHwCB2VsMhYSi8iQc4onYNXeRKmfr1t+l\/P4Ub9Ca5PiAQmsbavS8KvFgyRUSWQQcYZDB5cqAI0LoEYRAqrhhHPzJljKqupQ80XviqL3hhbwDAs7gdfPU9ZxIam7Z9wTutPeXki\/LN13Ut0aSSLHe6WBh4PRWq1oM1TAeSKlJesJdhcGA9+kKZnWm1v+nazfZo9xJ+eEQrWquDrHv0pVNTwfJ+tIF0BEGTsLufumNJGuj2cMH9loW4RBIbRyMsHsDigMqolxweICxg0xjjNcOsTV6lZKBgODby79LFxI1mWKo7j3L6tkH+y6N5FctBKuVNgeQFNRoVwxwkiW4MZh2+xlrS+GXtHwAqHln4BHMDHgvlAYRDFYv5SlaWBLkjdlmNVZsEpJTkmi5KcWSwdKyBu\/4gcTKLsr4f2SdiFcafnyyTyquteUJtUUiRHI5EjQnjOSL6FZ3QJGia9lLBdAbUzaNwpJlRlCD2ggRp2RAvSBZh1RpZai\/DUC7oicb0mS+EWSSgnhG6U8gAnC6sNhiooM7bwolCuwO0Degeo8yx2tKCaBRVMR0cfNexxQB9pll9OukCx28PpI2emJ9P8+dcvZzg9I4hj0TH0Qt\/i0M3ANozqBlLYtxI0GQYtCZOdFNI0QCVZUNUooAEfrxGAwv4KVwh6JmCOo3gLHk2l\/HcxzsJiBe89COOUtvhfYRVIwh+oQWLAKHHOKyUGaRgHzi209oEdDJgBxssrRsuC+SEpQa5L+OIBfST7evCE7KMTesK5r0+v+4REpXrTM5w9s9CFkm+VHhojXFUBRRz5mRE2QlcajiqABtKIjedUTRSuPCf0f1zIhJuGXBG65OWgNGjCCpZfQwlLSy4uAVdSAUMXckrBoCGS5NUwTQnjQCzo5oA1ghVDJzHkQOgfnEKzYxDiPOA4tPBRFReQ31fcfC\/qDybBIcMsRsKjNCygfo2GBK0KGKe07zLDCm+ssLjxBYftNWioAidZUsJq4MBCaRUYJ4H5DlJ48sK\/pw+TV7lJiunri6fVcf3C1p8QMxri5\/W+t8IuioJ0rcB7GIWcMyF5Z5SNiGIk3WTgN4UCKPKSWGB8IVvDxD69RgonAg7JqeJKAMpsu5nkCvE8eLE4VyxNOgH8Kgo8O3zfa7aoh9XmJJP1+93qshme4BL6FGSo8ySxmTUnBEULWqbmcjJvpxNcSS3kUOiyu1tmXAErmYwgFW4CcSRuvmHZI+vOcFrmtyqkMrHKUvXUUvuMd8uEmM7BSHF7KWiIPDJE6F2txVEEFQvJ9d2Su8ZQ8iR4DHAiwhHBLEGVj+J9WPHCmNyK1uVVygIr4S50BBhaSCS4f4Ogv0loB61gx9FPw99gKycMDay8DCGTIltbB0eGGyJALjEy7uB3o7ASWOEmYERNFgGCQkCTPgeWBohjk6l9NYA\/TTpKJA6swBJYADb8ECL05q\/jMwJGgEBNSshJAETjPhM2l0pwvgwjQjsnqFzQVHe3HElsOAIrawyVoLEYjs1dawyVjkIwyg7h3VIYBdkDDBC2Gi2MIApcmli5KHyLZuR8LGhE0jzLmrL\/EajjEW+YCyYAHTZIwtYUd7CjjitpS3QMlwrNYmbsn+F94\/0guLcjuvHi1toRu+KmKLTMuFQgrCKXIcDsyqVielLOip04O\/q5UFHAkJlaKpCMEjUi0wbZYWEtYgVjBdhp5dQ5wUw5rZpRmQr0l1H6lAiuInS2SbKmMHhI4qKtF0VelMz4gxGEdKxJUVCxyBQ76ZJyYOQgzemkHQ25eeFl5euLXjxySpAGYJ+VSQk8Al8w\/PBzhWRJMF1+BIyyYeK9iVisRY+ygIgrRCcM0VfCi4s6gfQXBeFYqKVdFvzu0tEHUgHKGfJ6Mui4gDwFGQ175sI7GKRLEbGptEUKA4t0AKEjQzpeDSiSkGlJkkCHZWe6XWSY3fguoFBkW86QISA40Ad62HObJGdp2MvFr4e+Lnw60VZhlhbWZjBF80YlmI6x0y+x2PApcR8tYkch\/YiC3QHGcsIqIJ2gwojqJVgtbIjAho2AHydhDMJX4TyUaBU3WFIJku3O6Gg04sLgLvrSGI\/eRK5GRSGEypUeW51qIVJkhGQFN6EWeiN8R6isUOVpYaArNUeADmDZ2BZKf30CRhlBnJcEQYKfKDXb0tzI94RRswLzL4hpkOqOYHEtSQgdgF4X7ofAtJDMv8fhAhwlzehZndEbUCDvli9kHEHANXc3w5wGMRXYWFBEFIQRGocE3oxUKWP\/IvXvApzpkYuUuxsBW4dvzLhUbUc\/gxUpOxLeo1lZC\/9R+RnnWkqVmx916J5M8vdftcOyWf26M5U\/IUWkY7QgOQHinkP9MMKFNOgkrdjFCG5QpjBGjQ8dz65kzRjaUDNRFXELK9gNg+wROCtANw5iHFYeQbh6mX8W7kMUYngJqsxoD3D7NPx68PZTKeQwmsGl6U6uh8unICr+E3BJiQd62F6D4pDGDLAbYQUW6MVdhUgZ0RtBuk0cihbglwIomUbDeCMzAIzoXiOgiCwc6EEA\/E4Mshn1RSlfS+utgsJn7kBAg7LEbRBIC3nnvffchyAMPpUXa6QTND9gzmBqMSh38B1KKCyAbNGi242jVI7vwaaVpPtaOsMp8eCLjy7eKGcagrBDeGT5vahxhwJFoXILQpOGbFMmijEvvC\/SVxIVwpisJMSkJWS0AcCuJlhpyVVGSXyV\/m4UWNQ9vyqCZkB7mF0XqoPZaxySGrAQMlaEtZDQCwtpODVwCRpZSyiC+FZGM2jJqAUUwPhe1PCzrNxNQuizQY4AUfB3cNshq3AoW49NkMYopOoBGs9SaPfAiiVOKQRJZjihRwVPuxMi1VQIVfVY6U4FfKTReUi93+KUcqvEwTs5yev\/bmhWT3gBn9Zx5oNyKfR+JAQ34lB7aTOXXvGqhAwcBsiG1h+bvuInifxf\/oeniS3d6fw4WienbB16EEyiGK9Lxi4XQvwS\/COVkyXHJDz2XMssMBaPgN9JTT+CZLAw03BZAKROcLjlyFH09IWI2rMHAMo1jruYXsjWojCsJFw0WPONUDwghGAXwpdRHjUnaFkm0XJFZhL471w4ABiszoU24bwGFEBoXIR3kjs+gIjkBk6A96vi2UsJSjw5W9p5tVAaGEmkoisfv2SE0qqSrIjhslUoyA3mJ0b5wWCCRSXhp45BfBwrsbxJxBSAXIUpIfXdkgphsTSsSXsv5liU8iI4bSkCRfsBg3GX7OensSfGSlKCmmgOyeuk4PC7bvWkwMZPYXTSJtMgMd2PVJhAneBOaewMHThHPMgggl8iIrFc0hJ88Fn8PPYygvTh6CRtM9A\/2GYBiIBrEwTOkm8ERQQAL0wCKZmuKARFSXY2SQzuqrF3kHbbcRtYEJZtIxwxDm2D1EmSUN7CsB11MPzxk9LCbzfbJ0HSJykNM\/IipAJJ5RZxzeYcQYRADQK1POkRuuBB4GyQH8vSwo4UAAc8lo8n3jNba\/TbAuEB\/tJYBgFJ84108OvCD6WFmJxUilW+lhkTjglwa5ndxMhJJ3gFjDrCzUF7JAfnzDh4cJ8nBYLfXn642T4\/FH0cIxar1NfsfEghhT38kkDn2r+VNBQbfI3kKiicMtdAE8CiqPFQhpLa5GowQWsnbeOciBVUuHCoijkGqTiabBJ383j2P0mB8tmbEmJpDJrKgGYhtUE63Ja4qcLIkMJQKfQhAHyYOPYQsqXJShq8LAC6GWzuktJkSAz6d9H6WoE+DMgbVyh9C\/WaFnK1Uj0B4p0TPGjHkhsqjpuF1VNemLKlyR8tdloaODkVhQ5VSQkJ9RbrdQ\/aHiPYd4PWXR5EiHk\/4qSCqwj8nxrtv+JwVxguk0TQSxs52FErdKozlTMfIAaTwKvlypiwSGqB7GTQowMa51k6rPB2azaWTnYcCUYMSpB+h7oS9zIpKeKg340HyWAihRYEpOGEHAqxGDNUkMJSDMzgSBTb6oTcOCGPBNdcOSGgiJUpRF4aMBaNTj+Nzj6gkoQ0BQS+jNrkRBGETZoyK7TlASwgZLWYJOTA6hYRXWp8IykESQ1ysVHIEbUQpYs3AC9BIk4j8CEpCJjSwCvjvUDJww+gQIEgT5bShTWmXLFJpkmPYASUbnAPHKXQXWNeQMnPG8rj1SN5rxAhs5ecUUrh2RQUllQf8ZS9e5wvW80oTJ005M+U4YNZOWt7+JhgsmWBUSWElYRyvp\/FhFvNiUjyUhwAHZLqPfxek2LR75p2WLfq682LX7eFn9AwpGsXVHC6B4VA4MpgAJTJSH1FY9RBkCyUMuUDAOpBC0szXERHDUTCgi2fw1kNwh\/GSGuJOIFPEO+sFs0iFxmd1TIJLwuM1kvnJCdTEuIzsK7Wwl6OCBDXSojuQC+RhIkiFaKwu6XmLiIrGTmU8pDLYogveZKMlIBJQP4ySeEaA9C0jF0DgJuWeLe0FhUSVZrflgLywZAuRFQ2UxqI5zlJNQvt1jW3n9cVk0yATId3kwsoQA0R341TIcHacaroYN3RT1LKv2lXy2a4\/tvVHXXSKjEfMBfFk0QjAerPCoFtrITbiW0MnII0MnYjyLcE6w2CmakwlKkMO5S8C9p9AHKHa++l9A\/YlHTmwUZ6GVLC1lD8pJLPBz7BytAjIbmtOTGgD0e3kwTkl3ftxdVTFFHpE9opA3e2EP8ruOlCYXsDLY4Tej5Gohi+YhLLqoPAQT9J+n33Qn354WbY\/XqzdTyl+atIhac5VKb2fVC6QO+ZY4SREIzrYc8AbApG7p7QWjrhizgs3pNcyYz3+BQ8kq5TrXLwfRm2wIU31peMmqrBdglnR1gNJZ\/Jqk7DLddlSCh6nozke2UYB4SzTMNLUlIFMkSP+GaR+Cw5UyP5dYZGjKP0NGZvcY5MMwutDGVQMnzCsKiAPRipTnTmRHg+ER6DtgXFxlESBI2VDpxM4ZD34IxLWB7H336cJsXSyCXhkYnHgsSc6eG94CqE1YSpBzSyf1IjsAAwZDhQXE5EYoWr1kgZYHCQMeTPO2ElQ5Uv3dHkdI+MjrC\/0XBNjLEt1GapdICC3FALPd7hBvswSXB9Oayb7d+io7cwQKeKm6m9sD+DOd086G6R3HYCNQAYNKznwX2lxbEWgMxHvKkwSYF82ayaxRMv9MJ+SvhNOJTapB6VvzJmUhiMBM3EwVBQXgY8ajC01XKtEjhqvRLm2wiWXTeOsgE+1kmvQS6FThiZNI5IZEwFD1lnN5pjk4yPyCBGhwgdmT0ZShmRDZCWUYbpHdzWSVbji11\/2Tw1P8nkTyGmp8sdXS\/AYE4ioRaEwgZI0VFmdcJ2V0uZz435IOmoBA9XzYoGXG4YTSacAxG9Vl4gp17oj8w4O6wuwQW6BKUlRIFz+7AUTpITX6w3q65RzWqhft8Ody+ef9vExqYUVIyxF1deGQkHtTB1oJhfC6cKhqJJwbm4hchneknvSG0BbSkjFzNg4VWSzmU3Eq4Kv0pVKCBF0foxE+FGVGA83NQUJsHQF21\/2e2emG3rzSdURR01qWbfC8IC1Mlajd1nKKcnmA0Z+Av+IyPaCBACroSxoYwwe7Uw346bU4OgGiyiKB4R8MIXYkzhb5fBQRFju6AVgAZWHLSW+ZNBSoyoyWnM0WZF6hGkST1V+g+ddGhFGYqnXSH08MLInoTnOZWEP2a11qpw7ugyJRswRP46htwcPkj\/6CCbp5waYz8h9EtGq+yp61VqAUHOEKgyVDsjJp07oWXURE+qa\/YNguS2WIeDxSgWCBIoxOOY0kAvKYIsHiwDQs0ojOvyy0H6LTG10yjJQeCu6Sj5IA2mc6RyyvAbV7gQXSHJSehGIsXD3A5CWWhRt4OnxWimXAavCM\/XR1z\/MAmoPr9rh3dN96en+gfj6TEV43S06dFUCrWSVanwCBy1Lvj+seWVYylAOjFXpirEXKXhzqLyzPBfEVGPdKPgqlhJpcJsYwumyYpqjEh0yygI9i28oP2C1MIMgG9B6DWoKMwBf6wcjzkSBvxc0pEc2NVSefLoDD7o94dJAPb5brN9cibhp\/DZJBIcH3oZRMCpRsGpCq+5tPtpK6A5i+2vtNSFgzAQ4pCEETMULl4gcBjkN86P4eSfdAuC1j\/IdnGh9uCuTAK7z4flkyNwXD69IywRc3ntTY9w48HA+Y\/06oVJsPb5arEehifqO+YTOEc8detRfQcDhZD1BGu+zPtmwGMFA+A4fwQqOpypQ76big9GaG8l+MrAU8mcLFByMc6ghnLJRJmfqINZ+rA4nx\/BQWIAfzY1EqNAeCYRE0xWJDctPQBljVcdikq4bmqePAZCmwS+C57JoDOowvRBdzRO4pbP+8v2yZvzIn4Cg4mh0nUdcl8JwbdGZ0OpuOuH0wQTUsQw4Gh4RcsbXzFQI9pCzy6OgRNi03KoGXOQjYBh7GE3M+rpNrx7kpsn2CdF8bPL1y8vJ9uwG97Jc\/rmQzu8OtsN75rVmWwY36JITjdR\/mIWhrSHWCkBcBjuxW8BBhpRLLN4KjcGuUh5ZiE1KA6szPC0NcD3gspnn2gkGpfkdYFJZ0TRkfEKMiTBC6cpCO0wPd6gOxutfnBqOTKVvpYCHzJVlHXrgq2hwIzyA2hR0cCVZ09faVUZIw0UvJVhHVaQJ1ZyC7lQQ9+zyXvhEPAC++bZFuJgEPaeoBeYlOlLgXBEcKJ8CkQ4MmpBWOyR\/U4cRxPYwpROeidTdCzmFVNS3KBwXhp+ZCAiKJoxLSYpaPLS1mLF\/AGGhOyFVaG2gnZDM6YRJjyL4hlPuqRu7mIrPHjYxxjOSjxnxF+Qap5CEAIPi+cZcELGEVkqI88EI2EFyI+OgVxYOtEAgJDQSrkm89AIgSzQkRFq3lUuR6HCs8KeCioRLSSenMCWeeTwtryMBkQZCqu5f3krYLVS32SWZ4EWA9jAYx+ocTfJBRAehJFW1ElkZWWqYc06WDCyTjh1eZOpaEGmwgsUxWOyIXhjuRGDks4YZ26l6ZZAUEtCUjHvY5Z6iBUqX2G7AS6QNj1kgHokckDToZXBrYKXlhayQKkwQ150LfSepX7u0OTGxpfZWlmRJPELjXAdO5lBBwJoth9gPuGbDwUiWCQG2xAqJxmZhCMAXT4twfqhWSKSLdLj1EKL\/PzdUieVfeGJEIAY2uEQ8wMRZGXaDXaJuyAwnwSzJtlU2nEqrinTPUUr6vvRzxiIUGHONc0aSWhgSUJ7i7wDwg3MueKt0kQAzxbTCuFfLTITpNSAxj0jgue41yTLrC\/kS2rB03AjLb26s3WVkpiu0uRoBb7tqgJo8gKyq6GanSvswFAHSRg5vJStAZ\/Bi4JIEUJomWmIC7G1tBNyBlieKLZD3WNqfZXR7JSNaHV47iiHBNl3lJ8M6tYCn4AyAOwHS8gU\/QWjrHgoUJIo56PtVgx1LYfjBQRhhPpW2s8qW5hPMT2yLhpXtJ0eEcBO5hTi515AiiVJCxZlYQithFwJyGcg06w0XQU0YAiMAOJkyxgJTEyQQCgIZkwUtcBPMbkTmoy7IoK0PwVV6tVQlFbMoJXCHg0mhsz70kqDzeEuM8OjCFWhq4\/jYOla1mqlcoWebzMKlxMeD7FDsts1nCMFReKklxGwehT866I0UkbciyaEyIGyFa2EoVrohNCCPLaCLCz0Roy6LguHrEN9y+nBdFhB\/YxcANIANh6MssJxzIPiQFQDBlRBLgjNbuXHqdtywxj+ZmA5HSYXgOrYSn+vL9nZKIQURiY8seuNQSFeUnVg30cBirSusASKB4ruXcnzIakkBoHyIGiWkSYUV9rBhFlZFg3qc6HxQUYIZmy08YCTSjNx5Ua9gf4l4aoRhu0ybD5zVryMxxDqaJYrZcFxBfUBZobMpWXyBwGERn4sCg2QK7eKCtjUpoV5jSgfWBlN7qrCGmGrkfKf\/LlUaQn6ZVCy0AlhMQbUFrTYyKpPq8hZfmlVKx1WeuxHZZPCpUMvzdROKj+g6QHAGzOGfapc7WVKDvxMJysxslFMRMYPkKZEKRJnTlcAdgDD6EFcbby4xmMSmEU2lb2QdlP2GYgRuBBzmSJT4CUSNoJxWKeMZyvWTW4OxOmBcwMuq4geKvhwwv+dhMyf+VAZP0clOSwxy6cDvA4vOoVog6yvAieuMbDbseF20jOVZc6EKZMKRM2h997IQCup+HkZS2i5v8fVKI54jLLQfCed1G4xwickiqHhfSdx5pFTh98tPVeC\/hcq3sqN+wBLIF0wMmyjVkL5KX6QHwcjQA9r8a6tKtx9TiRM\/CwMp5RRQ2hsiqrMSmfOKx4+RBoySV4GfQUQf0iqK0MBFNqiOD+MmofGhanF8SikK1omEOD8yefi0EzLgFJga700xgHryb08dGfAucVQYIHqy7xUN4JvNGZ9q\/IoCRikQBwEyQp\/ghuVo6BmxlmIXpXsm5UgBFg5uuK+0FmAlW4cB4SBl15ArTLgwGuZEgvvHZ8Dcx+iWZScCRtDExUDY+MRY9QsDl5A5NL+wayCvDVeyCXKxrggU1fBdH8fQ0i0ySGSEY9vpGDggFn4kL0MzpT5BLUYdYumYuuJ\/QXzMPDqMlIDKEGPsoY0dLN3wJG4Ro1WBj4YH1SsSw7QFNHhnUnCNhlFvDFMK6Bf2UXqNAWfCyr4GmNyQHTCE+D5KJOtiODaiLSyXGB6Ht84QP8xC4\/9lXGTxM2QxmtO\/8t0MHkM1KLwZvgqCPGlr+49Ayf8RFCYpYML3hx8M6arJ6i459hbDkvudOn0EdZIxmAakAlw4CJOQWnyrKQrnrNgcCxl7B4gY2DPYSAVxYReZk4Y5B4iDf6wGR31Xhr5MFHHysgKzzo9S+I2FL9KzC7bNBCzs6pwMqyJsRSaQ8iazC9mNgrRIxvue2ZIi55sJ1oijPglxD66UId5eBsyEtGxjGS5\/iXcc4WvlEvniUHNo3aDHoyqDATzY\/QEC0uOvBegmgyKQdSCKS384kbwnAELQV8w5qqYCIh1LVRQJYCtRQUjwylzDTAMRMfEOgRQWKgXDOkO6KtPZUACkMWaD9J5V0XQKIJyKYsbzfY6axUzOLk0AhglbChGohz2xMlRAGLViqEzkg66H34CcgzPT0jsO2JOh5YQI5QQsEqCWxeVQjUzZoKl5K+T7\/USvGaBC7pAlXAPaGKQcgrXu3ylE0WSBDe0I8YAB8KzquXJTLpmo61cXWqdCLhsoTuQSMoDg0kEVkJgUwYyKUxbc0Ir44WVAYM8aOzd2GZZImNcPCeWF7OOklCJFToHGY+TecR6yX2jlYX1qEvKBrGc96FLFqizFuoVaeg2ZbQfqaW7w\/nVd+thMU2w0k\/aYfMwxaqDp94MbftCsgfGupGxTzEjQUSWdSTrY3oJsixQhUueFQ7ySO2WVSB8DSArD9F4FOzlynk4tsLCWKNsyTQ1TsnQLulrDKibo801YjY6WseFMUyLy20qvzTBKm8ZY710ggMSTrFCgVHG0YpOqZXnEYqV1wmtQKVYjum0UimX8lwAdjuIp1RK5EBrG09enDQyQAgy3IaDoEz9AIBpK73UOVTGuf2OJyqL56WX\/hW+LKUtl62oIT1vOGXD7A8WW8ZgE6l9mlplGjFkK5vjnOF5mCZ8cHheoYAI84bmeRpHOM7KszJ8TD85Kw+n5Je6DjTW6slWRMxVp7gEU8TBIKzBLXDfg0h9dDRLV0Y6C7vpsorMreKElfIjTa88h\/i+6RXEy77Sy0SgnwJvMbwZdpnBvGRAG5iFvAulzApj3XlDSDF8ZIb8sqIuLFNr6W0DDVBeiq3nMD0vXaZivnBZwacFL7zRKi55uDItkJTQskp0HA4lBCKLXmYVbWBAV3owb2AZg62ci2OVFlNojinR0pgxZLeQuwMx90PMxLIKloaW0XNZYpzBGE5KJ4Lrxo4svbUAEPw9Lz0sIyunZeXJaalLnaXQUjr0TBVOSitsc0vHaeoELIYuaVcvDeXj6E4j3fF7ozuNjOHgRSy1I66bjPQmGFnuuVE8GH2XpMgdaLLpLmby50dEAfOTG61kSGNWYRkoIswBPF2mNF4VHkRHujQyZ605TNGlwWika1JPUUWDGdqaE3O14F4txn+XyDuP2SGtRxblZS1zJwvkYJkCpSrMlO9PQxv6A3x\/cDWC0svKR12ZxI1PhTSY7mRU3pVpXHyvJeXhhT+Wq81O5kFCNxfmEbekKRC0ExXLHBtnV2ZoP+YTjhh84e+JhH0VlrSi6POsDmUjsEhtTu1MNrVyesl0T9kVvuuHQwSXwXtFZrnGUNAkM3UyqxGNA2HVDh7pCLJ4jZRdWlYhMHeukzSkBoeDBhMfV5mMDIl0KgjbNjMDME+\/sYJv5kiCamnEUcZNzTzxJy8rD0kQjqSlITaoOt9jVb0CssXTalygURVijQQNuNR11MrR1BFmfGJBq3ImxgV\/z9vNnU4PObv53e95u6nLHIxTJEVWJSCltCuE0A+5HxiEMhI\/pCqS5NggI2\/sshaWCzKlS5pgIJyu5Lc4zyCIR+RGgUTO8o4FvnyTQQ5Ly+PuCVm+1PdlTm0EdwtsjABlyGilJSFp6ilgd1llodtZIreTq7wMBoiXyYgJcO2SriY3qwILH8nVkrnfUyHXSewNkKk3gL47WEctw+NRCue+wYiZt05GtNEHMI7eBcxNyQi7lkxkXsUyuU94jiJjDZakGh37KzxSUcugQ8OTutPSsbmrUX+Vco+hbavpn7SW+pRZaoS93E1FGl857n9lCstYuDILHy+4w0bKcjHdVBxKysSMGK2IhBBdsW8pyFNMTKnLaPEKvGJSOWbUODN3CzW6EZZVrQsbF6a7oQudDs9zWd7OIx4CSI22xUshVZfRs75KEr2YpXbSwE4iKNgx4jaia6w0s1DYj06LY9cFJN0OzoU0ZCIRFDnk56aG0lhhUCU1YyeF9Bm7+04KI9Ru910USxOqgM6cWMmECMdG3tdVzIjuAC6XCpKpMmfzvIaGJg+Nyfc+wjIJ8rcHLJMInsnM+lSFGo4XezgfmaXNRllnyz4B75ivIg1AVVrj47mQPbCjx620mktzPnG9x8q8Kwp9bOVr8Q7JaSTEkvChcFlgSYa9pvoD5ihLh8ZjCjRMHYFRYA+bdSnRzFvkvhzgKejOW2pyIg1cVBp\/zAYqQ+c66pV35P1qk4mBOZSRxZ6fA5pU7eQAeOsSVdPDOMAD41NMkvSGq0r6i25YWlaRxCaXCdng\/i6jrMiNWupkaNQLaLJ4tlEopwhbAwY8xDu1EAoz6xzapNHRU2j3agxPl2HL6Lxx4nvJALdlzoxTSAUoxqlcbpdMZQgAnKBY+pGBXnbiIGiMGNRwnGQ2SymiaC8xVJmOy+0QUr6O4g1EIVPSDN9mv5T1G+0GuRi5zPTKbMiyIFPIqtOAWipf1+LWC1FfGR0OkclIBGovuplrtJEIRnSGR81uF507XU0bRoZ9TtaTaaHC\/UhNv6QzIAHKSxMip2I8xwWkVXCvxXhkRxG+lonks6bgSLuTjMARvWxCmSqXMMxl7uwbhjgdmnvDjAFGkqwGkPi6kMsfNeHGcMFAph4eHm3DAdnDuTasUO4H2lCKxDLK\/+AcGwvmwIMzbJisuAywwXh3qViRcqQECp0pc2BQq2yoUp1ZyVrwBxTKDsPFSKB2YmJ1tUyU0gzcqxxIpdSV4aHtPGVOuNbAoo4xzB\/lTydw\/D5nOgMW80HOdHqaIcoIAzprGNs9tCl90iRH9t2xRGWwyumA0wkY\/sXq3rC3z3n4jGY1i5woH45dOpe5RjodXre0ua6sY4I1zc4XnCzWE0zSaSRh46zypNWzckk9GtKzpIyr52rLMrNFeMh9r2Nl6U6RjY7U6O3BZwEGiySjD7gcUklYEBjsQBEJY8FdZH79MOHXXxrrqmD03jAtKrZnTw4kxSbLlCPlfKXqvcR0cUxboIWTjaqRaKNtMpkcIoAC9qa2Cs9jmcrr76e1JsFEeLQmFiiLlIOdIDrKpFaOtkgfJVdZW4MUhjuaKWGgawJyZakRYgwKA6gAK\/MM8Q0lkMd4GtCOUcE80pFoDgR4PhJIiIMkShxsmCHOYkrLLZOhmjgS7BZJNSM8eBxULW3gOoIuTM2BnGrqHQ5ggUOCEESg1G+zDHVWJpGK8ku0ohthmqncMoG2xnAoaD7OaX84kXuzHrbTRC79ZCM\/Wr9\/\/+psO+zas9cvL7rhom+nv7w9Uxc\/vzpLKZ6piw+vzmKqz9Tw6qx00jz4YwEB09f\/3RQLvdr+1A437eovv2ub7W5o\/\/K2bXhdn\/3qU7XTNR6bs5712An2+I\/NsGqOfWTQGo\/Upg6znjmd80jPvDj6qT6n8lSdZz11Oj+xWzabzbo\/8rE5BjlVmqY746HTRrihXR59pDlneaR2sx45ZXdvlu9oUu6Ru1vXIkahNrMeOu1Eavp366MfmrOXZ7p5Bxqn3ITtoh26i+5YSYq2CJKO88R32tnSdxfNatse+9SywbrW8\/TDpGHli65\/16yPfaaL5U3dvFPV9VQ79O3q+A3OcXzVNFMnTRsi\/tRcXHTHvmwu+lfXft6x6mlzdLPZHi9L1DHM2jfOfNNHHcbDom12Px\/51FQkOKaZb+qm3fV9022OfSaN4cAz\/bxnTtTSb3ar63b48+7oa1OUYbLzbo2eKKbfr1fv+3Y3HPvUYuGCm6f1dXzUNvu+2WyP3WGTjnMg9EQv\/WZ92x79nl5214d5pkZPx76tbtth1W6OlSVtsy22fKbqN\/WjuULXfbc+2lmyo+dS53lSbCaa6cerdrNp+vWqu+6OfbbWuTy7nidUZqKf\/rFZNMeeb3DivYS5r\/vYZyILe33kU33xmUxM8546UU8\/tB+u\/9Tcdsc+NhQDYNLM\/Z1oqLfth0W3ef+n9bA4Wl\/oOhU7EObZATNRUz8OXbs52qXwdrxFaeYtmlJHNZvmXd+sjvbFsxuvEQnMnAdPVNWb9aq5ONa+p1Tc4jBPPZqJrvphvd22w6JZHvuuRqTK5Xkq0tZTUzBcHh\/U6dFZzPNukJ2qqWG93KyPDwHk2rp63gZb8+ihq8VV2x27wd6n0W+b+dyJkvp+PWyPflcbRl08T4Cnc+6\/X6+2jfpN218STdGxh5uLcxHmOeWPBtE3fbfqVpdDszj2yaZoSOdmitVES\/3xwwlBnq5JTNjHmBkMTAdkf7Xetqc8VhfXxuqZ7zpRUd\/u+vb4k61FIfu5+ztRUd+th+F6fdOtjn5ZZ\/yRgd501u3Xd8vuaJvninOR4rw7NJ2r+u8W5Esdr6Rki0Oat8XTkaHfdO2xGaBoipXVeWYKyE6t7LBtLtuj02zskkvCYF6UNx2U+Mfu8li1aEJRxXam5zadLPi2IbX45bC7U4tW\/diu2qF73x6tpawIs6\/nKYzp5Kofm77vVkcn3Ywpu21nnnKcvnq32lY\/Duub9u7ULE2Yme97NDenbzaX65+OfWgUqY5xnus4HQzydr3bXjXLm+3RMVgoXoY2M33H6TSPr7p3Q9Nvjw6FtA3Hxpz+MSfh8RbBpFExz3Qfp3MIvmm2zfW6P36Xcwn8ZmZrprT8v9m967ujnxn1kXnrib76h2bbDu\/Xw9FeTbg\/WD9Pa\/lHGfPu\/Ql2aMw2mpnSFKah9e16WB3vo+dRnmYahSlb8NcbJgs+eofjeGfnqeQpy+8XbTfstsfH1PFIeZqqqLuLu\/aiOz72siLG3syshEz009vt+uL6at0vj8+JjXHQzGh+nzP1+rrpT7C34mi4mUZ\/Sir6+7bfdKvj82Hsl\/NjZ+Yep+Scb5vV9bb6vt22wwn1rjyaPz3zkPfresNVc3t8aF\/bXFJy88zflJHxh\/WGBOzop46JQDfzqVOfandKCHZv6q2ZKVnxcWSv3jbdsRYhaXvsTZqqq2a4aPv10R57uM\/HzSzxTUnp3jR9c9kc\/bJ5DP3mOa5TErbvm37ZkLv+pun79XB0LjAWtZVm2sEp+dm3rfp9czscq7RSvnfX5wl0NNOtHjZt1x+tLPNYO67NPK0VJ1rru+7i6FetTcl7znziRFV9u14tTiiUmBHioWdK1URNffVhe3VCfcYFf2SsHSd66oer9aI9uhql01iZmXuF4iNveVjfrroTtPIoxXGemx4niurL7rbbNrftxSlOXf0gNJl5c\/MjxdEOy6Or9OE+8zrvldPUvWpuj1fMyCyjPDPvVZN+pC0ur9rh+OivnK+fGWSniZL6obs8PgWpR5TU3Fe1jxVj83O\/vj5WmHMpWUQ381wnaurz5eak8oyuddnjmZ5cmiiqf7fpjw7CnB\/LX37mM8M0CNs2q3e7g4nIfXBi0w1TbGLTDYAnPlHaT8XPhO\/lXjxY5f1fyjqbbpgiEr\/tbtvhZr3u1R\/WVyv1bbtarVfqczx8XLr8\/SknIZXFuNmLmdzA79qfLprNtm\/V16ttO6yYJrXpT1yOvvfUtMBKZixocjc\/XzSrRv31f26uu+Gm+et\/aE5dihud5FrbuUuZgoh2w2WzOfH5OZYg28w+mQMQx1PlouhlBqLMe\/qUoH7oNtv1yXKgvSkljDD3+ZOr\/OaF+uGF+uv\/sm3f\/\/Ivq+765IWY9MjfmrGSR8X8LbEIV7+j0uSqGdabzakyOQIko5+9lvSo5LHo3r8\/dTN8LB7v\/FPJUyjUqt1urp9FV8RShgnaz1ZdE0X620W3ohTF1cnaKoUx6Wdmr2FabPvX\/7C7a\/vu5CMpRbBo569gmsm+aobr7vZ59Lf3Y9ArCck565lozW\/Wqw8nK+37lLOO8\/fDPYKbbtpefd5Xn282zeJ5ZDWPF3f+rvj9aFF9u9uebOtzKQNkiVfnLGKqVLu+Wf3bP\/3zm6a\/aVcnqzFdl5pecvO3Y6JUv9sN7fJdO1yebN3va+TztUfaL5M\/07VJ7lEef85yHkV9N1frzTMtpxi9lGfr+SkO9G23fN8O65t1\/ywrCgXXVnKzcxY00bNvr5pPcJNh\/CWymL8CM02aLi7XQ3dx6q3JpRrNnuHMFdhpsnjoTt+BUGKrONsjnMJH37a37bBerofNdWWPNvYlTzBfrU9RpAXRT+rrl\/996C5XzcWJezEm\/nQ93\/V4hCtd7\/r1btP+2z\/98xd98wlreQDSc\/PF4lG\/TrO66DYXa0o2v\/3lX9SXzbBqu2F9spc6ekVHSOrBVp6TvfZ7vNd8Yd2HfP3ynwjzdbKJGX2hI3TGFKRaEhLqbfOuu2rUV7\/8p+tf\/rd29UzB9n3jXpp9q6aA1v9211KM2XfPZAhdyUf4+RHOFO36m\/VyvWgX69v186wolTRAnn+\/pjjYf7xthu1qvX0e4xyTnQJI5qxnWnho28VGfTE0CwJ1fPIV01rPdlmmgNnvmpu+3TyTg1Ai0\/n+0xRD++V6ODlJUNfjTTfzD2VaUu2ey5ccUcxjP+OcxaRpLn9o\/tQ+1w2q74Fl8939KQD3x92q2\/zbP\/0zQTavmstnSjZmU5cYYLb6m8Jzf99+WDQD6b8P7fNE0CPcMdnZkjSF7367+7ldvlvvTo+N6pJ8y2G2ypuief\/YrroLqlwPF2v1\/bpfn+x1+tHvni87U5jv95SJ7FYfuV3q80W7VH9oNlfN0B1trUx4VOKfs7qJMv7X\/4MQ3urzxapZqTftatEO7ebkgxsrhzbOvvpTpPCPQ3ez7rvncjDuIaXz92eiln\/TLJvNxe6ZAlvtC9pmvmc6hRN\/tWj++t9vrtW37cWV+ofmr\/\/dv\/5Pp+dB9NhDO19TTzHGXAH6vtn16uuvPyLg3wzN9S\/\/10\/VF03\/EOMwc4lxrOLV83dsoru\/2Q275fri6pkSaaXXbH7a5hFMudn+1F2cbuqLz5zdbJsxhSt\/+6fdu\/5PVKT6w\/qv\/0+rvt\/96\/94eoEihhG1Nr9Q8whxs7q4oibH4dRwONePELdz1mAPon7U98P6tl1dnBr5xVia4Y9YyjT92w3LbnV51SxPFZEx2WvnX5kp8Pmbdb\/dUARz6gpK7dDp2bXDKQr6798\/kzfK+Bn0zs9fyhTEM7SbxcmFzPtmHRNnB+FTkPQ37arbDqzk1RfNpj06b1dCk\/nJ1Clg+st1v75cteqL9erk3H\/J6Pr5ausxfLq5bVaXJ2sJVNH5WszXVEEfbGQ9VVGNrURHuGtTTPUeKPPEpZhw76nNL3BPs7nSxaW+Ww\/bk0uYI+q5NIHOWYd71Ad61XIdtfq2WS1u2+3ppuRhc+h8IfGP+0N\/+V+rb5q+b37+VIsW55cbprjsL4YdVRE3p1dgRgxgmC8f8RFxWdOfXEmN9YhLn10sfATWBtfK80TFeWRxmH8gU0aUntLazW1zedk9T17jAcnDfMU+hXi\/WV81y2W7UH98nl0qiXfOEc5c0ETD\/uaX\/0xiu1gPp2NEHmDw5q9iCuFaXTdDo367aVfv1v\/6CQguXfbDz5bh+JgG6sPmpnueIqa2RWJCmB3uTTHjb7rV5lp998k+WXoE5p6zkImW\/V3TX6xXXL5aD5uWGntP9VZzSWin+dmmKbj87Xa33V42lMw5bQXaHx3TTYHmX7Wr9vZ5PGZv7hE086VkSpHQbd6dXuq22T1qx52zgDxNiwoN1PPcm\/tOlvniOgWn\/\/iu67vNM2W1TDweMzuFrf+x61fdbnOyGztm1ez8BUw1bH\/ZtcNG\/X69a4ZOfbHeLdtF167a05FwI6GhnX9Gdrqm9ubmmUoOprSK5vlB3xT2\/kXbE5FLq77rrtd9o35sN\/0noNLio9b6Oevx+526\/\/ZP\/\/xD8767UL9vhm54HnnmtoCHLAdz1hYOEB2crHBKo5wL88V5Wjzb9defkC7RI7intGbMWUF61CG4faaMiXF1ichmW6OUH7enPFPx+\/5azwcu5inPVnN5tXgmGCVN6xtpAmfLSv4oU+CYI\/8v\/rxbb\/+bN811u1ivugZ\/PX5x5vg8aDZT9o73XfPJSk\/X8yUnT3MK3dB8tFL23S\/\/cfXLf1Q\/tkN71xy\/uFjqCPPX5g7QxzyDDk6z9Vx+pINX6qvd0J3uW+nS0Z\/97PJFDlOyycuhfffJ8Gjn51+fOOU9uWuex61LBdOZ5kN98hSBO\/QfTs6H+kIeOP\/heZ8\/8PQyUvHy5z+fuQcfcQn+8n+fvIKR3MiF+SuYElusb9oVwTFOvw\/3nv18SHo9ZYfeLZqbdrNVv2uHdnWhvu02d8+TdHpA1TO\/laA+QNdzOnCmpCHnl4d17Q6Qzp+eHS7nE48Q04nSfLNbdRdXp+OuS\/HEHbEFYUpfNGyan9SXV0Tgd6q6KFXWXB9xWSaK8x93wyfsQ13M51EHkZ7tINIDfuYjDiJPsQqb9kb92AwUV\/X9fWekGnk9qt\/26vuhOQH4UrZnftlAT5vBvh+ay12r\/vjLv1z0zS1xX7QnW7YRpHBEU+0jpv3SdT3u0duLq+7m6sGYjLmACTclqZi1lkc8Qs32ajg9vvMjPuAIVJLWj7gaCY\/+PBBjd9\/KccSWTJvit832l\/88PE8jYy7NPzkcIbzTole3ak5Hy7s4ouWP2JBpCvaqpXbj7YdnQ42akix381M4etokVgiwTnZQfelSO+Jc0rRcPHSb6surZiCg86JVXzU7QrmcagWK+x7dEXvy2G0lj+TH9rI9HUVXasZpfiuQnvaH\/UPXrqq3F1c\/tRdXzfZTGxrT\/KyanraFUe\/L9fvdyaUDFLkk6J5\/eaadYd+261UzLNZq0ag\/dquL7t\/+6Z9\/1+2W3cXpVRVd6+MDbj3tFyMKjlN953ifqJnvsEz7xT5frPv3a\/V21wztnXrTLIZuUX1B0PSTSRW0LqTx\/oiG7UfjCAqPoPp86JvV4uR8jXVjpSceITrT+U6EvTgCHHtgxFr\/aMBa31y0H6Mw6S\/GhtWRQU7Uc3i49rC39pt+SmLCBv1c\/fbyw832L9+vb3Y9r\/4v2qhl1\/MIkbfbZrvb\/OXL5qbbNv3HdnNckot52vP19IqmXELrzcX6p3P1w26z6ZrJmuoT15RKKjf5uZtk9szHueIGvfbhivKLfOqSaj31B59ekt3vQz9Xf7\/qtu1CfdOtLhfr5cO1pRfhxLWF+\/FUee4RTsvjrCPO1dubpls9XJM\/eU36Ht2qJVHy9KL8gQT4ufp6aP48XZQ+dVHejzvl5+5U2IdYnKsfd8N1++HhquyLeOqq6kIhFt1c2Yr7vsm5+qodls3q0arcqQI\/gv6MdNQ8vap0oFZ6rj7vL9thqhlOXxYObjKL7el1PZqbsmzP1dcE8pouyZ66JFsmiY0GaYYKrffN0bn6amjbqcayL05V7A8BEWbuqvQ+HuJcEW3p7rLpH67LvEgnG5x6JPWYq93145kHt+fq76+Hplu100WdfAfDqK6MmauupqF26bg5V28\/PBJ388KfLO61H1Els0\/R7fUAksZadZvHyzr5Fo4FmcIzNWNVfgrlaFer5lx9vttsh2dbVn3vXoXZshUO9HGdq2+7dx8eLetkFyvrePRuTTV8c707V5\/ftcO7pvtTs5qu62RzaMPYsDhbtqZY1d3FVTO0m+25+mG9JLquif93src1QX7MXlreB36cq2\/bd81qvZqu62TdZY2bjjqa4ZnWe0jEc\/VF2zfDbvM8q7of1Jznmp9pNF9Q17yuy263nK7rZKV6X4UQwNWMhZn9GgRZIIoYn2dV3o8wMBlLOWNVE03\/Q\/Ou2Z6rN+thfXGxfqa90iXhzEzQ81blDhX0ztXvd6vLZvjwXAu7Hx8w19\/6SOB\/rt7+1C7aR3fxdLdLP+6fm7GysAcbOVdf7PrLZnisu07W9nUe02uz5Svul1TO1Zd3LfMgP8+y9qYizFhWOpQWPle\/61b79\/FkK5TqsTV0bqAx5Zz59+3Q3jarc\/X5sGz3bNDJ64qleaLAZ2eE\/IfQsxSYrYfLZ1vXOE4qz04hTclnCkbzXL1th3fPtq4HIxlmp0imfv36HeEiblfn6jftatkM18+0snAPzZ7tgE25aD5fLknA\/rAeFs3qeVYVxmHxaa7YT\/loAJKg\/Ej7fLcxj+T8brbQ+4MV2HP1Xbu9ajnX+8jRqU8+yHgPRpurxKZ0NX9oh92m6dvlufp6MzRt\/0wrG7XrWM+YsbK4jyGkdMm7x450yv68ruujL+Q9k\/hcyz3ls6FCxjn1Sf7UTLyJZE9azz17\/OzMjd0D6J6rb5vt7XR\/orOnrEeXUmmenYiY0tgAVHiuvhzWzfbRksxpS7ofA1LPTuXqQxxE5+qL9WbVNapZLdTv2+GuvVzfdqvJIkOOpyzS1WPn0dxLOKW5+fKq23SrZkc+dL9Y304XldJJwnXfXTJXcU35bqS5hCL\/7dXu8RX0zpy0qnDPZTd7r6bsj9frmz+159Kt\/Ka5ANT64dpcdqetbfSfZ4dnU9KbQhF0rr5ZE+\/CZFHhJB2hfT0FbM1Y06MO4mbbbfrmtjlXb\/v1bXP9aLPMaZtVekRLWXjGuuIBGPa5+u1m+\/gA7WkH+LD\/YvZmTRT8H5u+b7fb5lxxI8ZkTeGkazgCdPP8a5gP0rzg+B7781afIla5QFLy7GySfzz1fEXha7e9g0czycDFk0Q9jHSopp5rD6eUON91F+sNRbBffrh5lE0yJ4m5LzQwZvbtm5Li\/NB+uP5Tc9tdn6uvL\/bd0hBOunsPSITnRtTeHuQQJouz2rar9nKYJm7cKSvLZahUsrNLnO4w59y5uv\/ztIZ+iokeq9W69rNFa+rGrxbrgSqd8oepLTzpCt5na2bfwSmL+nrVXKz5BJtp2s2edHil4pP17MOLU+W52N2Ru9BeXG3b1WbbTovnJ61K1z48mpI9Y12PWChXxCDYrdbn6v7Pk5XVp60sHV15nRLy\/LHZEj+x+rLbfjhX8rdpYGHmrsruzy4q+JUHazpQzj9IFHyoon8PX\/noIkxBed8Hf7OQy7QOfXBC4wEQhrsvozy1kP0ZpDMWMu2k275QPIN084610j6qx91jQp5cjh8r43YecxCt53F388\/NajGQldsDPbn7bOhTS3nAOpLy3JW4KfJq07zrmxWMyF7q385fy8MBz\/NaZGgxU7pJQqHedrfVv2\/erw+lMux9Buip5eRkjsJR02L2x1scgFSY+YI7jq9NZvaGxIOA1IMwmCNWosP9GEEb5q4l7XfkH8QBxNnL0KN3OHNGDi0j79NEHzwXO3sZD3qp7MxVTLl6pJPq4LE8KHk+vZBygVOaq9mmHD3o4\/nIOmZvyAPOk9n7YfYpTz4aS+j5auRBc9VcozNl6UFr1a8sZaJC9iGwffNOlT\/cfAQNu21\/3ip0s\/gzxZZg5PS4e3VGtnv6jRdnrxnj+vIz+tUHX8AU94Xh\/ld\/H4jUx1\/A3QictHrq+Qwf3ft1qjYygap54tcB9Xz8+yHi8fq+v+2j62c45t4GcHsUOAXcoV8TwOTe7\/FsKXZOwlNPBrxx7xuYjJIBW0+9O6CIe3tH9SdgmOxTKwBqcH8JIclLjJwNH\/sKAvjt\/b6lgJA3Lz31DgDjPf4Gb2UBeizyfVQAGDe3L8AUxjKC+CkBJIDb3q+HcvxmLAN97PcLFG1\/F8lR5e\/wT70E48X2vkA7bGNKT60BAK\/9FYxqID61CwLF2vuKTEX8WWsg2NS+JEQIY45PbcGIbto\/ixjKWdSHrwGBj\/YfbbF74clHM0xo7xplefH6yWsogJ69FfCYLK7uhSe+AtCbvVsQ5PjMyOPy0WtIKJn9BdTYAkzXPbDlALEcEDyoX2+euv4j3GR\/+3VRhPYpRcjIkP1F1FhEMk+9PCAc+28v18elp7a\/gC32rYBokeyfUqUCi9j\/BhIfPgL\/1A0EgOHAa0CN5PQRIwB8wf7l95Ce8KQdGaEAe98RRYBAR\/LripyK9o+\/INZYe8hP7R\/q649\/P2u5Qd4\/+XiphO+rj1TUB1Ml7P3mWKT+qADpOj+1hagn75+BaACvn7pIVP3dX4CXX3\/aDHeXB26QE9l70gaitnpAf4grUesn77BUQg8YYiwixaduYSlU7i8jRZFkf9j4cS1x\/9di8WLCwYNHsW\/\/10JRXC4c1jaow+1vt7h+KfnDZqLUyg4ImhcxOainpZq1\/0BTJDs+dT1K7emAlk2i4Q4ueiwQ7d1ML1rpSQeNqjn7l1IXJ5WnEu39khRb9ixiwo006akXHmsjB6yy7BpSrPvnW8oXe69sxSC5p3ThfXXhY4ENOmueCA+4FrC3Cjfa1Sf9Gs7d732BuLbZuMOSstjdHYgIxBWpD\/\/Wfer7wK\/GB8HEoQfe56nLL1P4ux8Cby6avpV3vl7uXp3ZF55oYl+\/vGm2V2rx6uyNq5W2ob4iAfns8c99fWvqN9b48mf6SFmntbJMG9LZa005e3W9nCxoc0v\/XXS3r18uutuytNXPFPQvm5tqu173mzM1rPv21dnlsN7dnCmCutKLtj11\/t2o26796T5VsGxudt2rs+2wa8\/UVbdYtKvXL9\/ttjQ\/d\/vhpn11hr\/c\/0ZzsX11drdeL6tuNf32f1yvl6pbnb1+ubm95Od8sf751VmtamWcomPjT+Mp5Znv1xc7yrS2r87eN\/2mfbiX2ih\/q91kH73S5go\/k+3AAmever3bHlg2\/fTZ1v3JaxzaTftolT\/Qj9T2qsUBPttandKmSSqpWmn6khe28i\/iVHSVu3VXh14HokgruRfFCxLEfn1x9nh1teLOtCPWN7mq64vNGXa3Vq6P9J38H21UULpWQWUVVVSZ\/2TpR1rp+v9r79p2G0eO6K8U+JQAaZl942VjC9hsLgiyCZJsgjzTEmdMWBdHoj0ZPe0\/7J\/kJe\/5lP2SoE5VU9KMPZJ3RnqJMBhLotjddTl1qrrJpgz+8EdTUG1Kqk1NpeEGhpsa7kT+WGcKw+eZ2pSmNDXeeT5kuQH+eGnKfdTojxtsBnt9IPJMRLbBUeFmgTxx40C58SaQNXEzN640LrKFjGMhyLO0m7kpnLGFscaRNZ5y44wzlgoTqaCcIlkKlFMgS47lY0W5F\/7HbfDJmoKcCeRIxua+LP5zXzn65hb4Rlrjc0Q7z+0wqufW6McayMmSonXJpjYe0tXGbubeGxuMdJazGhAm38w998ga4HAthw1O4rPRJT5EQgcWcuWQX1pUaCEau808mgD14RnKIQgUlNEhuCibG+7Q6VE2V9DxZIhBVokCNvdmzvDAF\/CUdGk381IMbUQNjECOP2FcJyqRGI3PY5OIaiT+hYCbORyQDMAfQhoYcjsMIad4QYC0Vz9vhfY52VKQXsNo7CBPFbtPxS4o7DYzEWCIbAeALmIAb4KJHAJwLasdxCKbeTDWm4KiAsgLDAw73sIh\/FqR5554ZDiazwzcF1qIvQtW3VpW0Hh4D75g0JlSpEFvTgCfoK2f4Xgq1JzcKqDvJJVjjxQ8CLCr0UFiCAsl5bU0YTMvcvIlRfgp8NiMns28lOFZpc3clEZiVuMFCmvMiEAQGALw4BFO4w4iMJcb6d8av5lXzFQAKfstGK9gsykupSmM5xM7UL3FnqlYZY5qfBJzI0JNNDWPnwcKTsIUsWRsKZGBMNIAJrf1IzxpVT3xljM2DLwgvGHVbuAVgX2ph8HB8Bysx4FdkWdwUSk0nMu4A\/mICb2CWQCes7RFMFZsoBwFsaOAUa3lJBIY4qYkCVi3mVfozzMzM8ogopdGjH5RBQYylnUM5ExFJYKICbcSLA9kA67PqWT3Ge6CLWyZdUyRdIaFhTCsKF9649ALCZ6FGqPoa7aUa6EGqxhlRPWQdKX9k9+JmyB+UrNAaqFgMww\/QJKpNSqgSg0CmJRPqTGYMitrha7EptEIy+fKNxbGQ06STnBeSCqQhib8U8J8iV44iQoxez0zDiaQ16D5hsUvRVgmBsarCrGZB6VjgTICKx1W6mPCK4SCZLzklugYeQH8AwqQ3GJsjDyckmpKm54dW9dklbIF497YCsI40YMDGIyooeEVw45KE0Q04zkmK9iYQz+narClktaOpH4rMZxXgzjcNjTwaUhjGiwidkzg0GRTInPUVIlsuVJdoenSqqk5MCN4srImeqpxPOj3YRt6GE55mLwphNOT7CV7cDP3BcUgbCLqcK7jEyXXOyX03EQDOkTYC\/hFy0IpKOlqIQSSlRGBSqBOCJVTSyCvvqkTq1NEJeS1fnJaP1mUHl774\/GZEOptuLAGoBcoBb\/KJx2eHRhZDYlO0rIMce2UDELiAub3PHE3f5WrGTRQtLpwJkHMb+Yup8po4aWFQZAwUnaQEJXRQ6I6nzQVW7L5UUFpcDnSikIqOSQeXxpfqqGlXvEKOykrUeZt5iY6ClY+iduQZFwOmlLPaZJ05GvNyl4oQRNDLtWGEfKQqEBMD1ndclTk6iXnjQ\/qN5Y3cHwLUKRGY5YG2Bm3YjcTuEehEkW7MK4EWAU6QMByQLtkKdRuKRxKU2nwKiexqyEqkh\/XOilIS27ImbbWstFrNq4FfepSTjqRtOyjoEVkAHxyzdMucSe7MWi6d1Ilav7RQpGNI2ojwLg828wdu0aKNdGqgIsKKYuGilriyas8CWAgQT5qJeyd9i71gzVBTSkFVc7RIUV4VD7gpiQlF+sXZP6htVCQImCIYkRp0EozTwysmVizJ4yCOoLVcAHpXLPxMMFAEVQYX6obveZHZHOrNXWQGRLnAi5AMVwBi5WiF2u\/mducShXEDfWT1dQQdaaFslWsyRkJWEWOVG5xZggyj3wqTGwQnJqllRPskH2dJhGvzlIjw8TK6F6x4bf1BMpxB+opJLhNoRk0Is+KKbyUvoHdqtVckCynNZejAW2EMHClkqDdAlKrjJQtrdi93p3KoH5VIiKnoa7TiM3cOrIlqFaZSGYBgEqU+QaKDDt8TanM90rDToVN9bAHu+t8D+VSTqnmEMyKv0DFyIlW\/SilqMSE+DVqUWaHAixItYIqX5WmndqGcwZgGIRfJS8mEfPEp2I9YRChPGEHa2USQYUEiRliPc2Ic2YUU2pB57Tgk4ym8uhcoUJDr9hFbBWcAXOtF\/wQVGny6QTVlTiKJNTzRD2e4nZ9YECgVH5OYwEcprYWjbxmZp\/mIxrbwrU76wtCFFpK6eKF1RzjYGydBOdaTwyTgJ2DRgYth9rYav4ciqDEBpt5QSUNwohpdYqm+W7rJzZiJUUo\/KLzeJvQSKJpqrYSTzitSCSMU+q32zwm1ZwInaQTYqmpUlsASJio4IRSCjKcn7I1i5hXVLg0NcMc0AqQhbAcrJKytMUUxSUtBt+rJytTCOWA7Wtkq2B0NUiQI+wGhuNuMYetdO5iRVgVxqU8YFwwXhatJDx4tUzrRvnW5VpBBnTNJFwqRL3OtawCN+qExKK69imk5Z0EBfdiQloBGCYdXtdyrEw\/wHtcluZkY1ovYWPlXMlrdahFbp4Wa0DKLmHPJynRMICrxJVSG+zyszIUVvJSfY7YqdJagwFv+UC22KZhAY+yLcAaa3K1GlOA7iR76\/QEnyy6lViQmQciOWous7o6kxYEQMdpdojzUToIvItgQjVQzLAWZhK0I0+eXBKPha\/VW5Gl5YowgVGlVq4AM8lim5TExtqaYtT06XVaY3VmzrkoZyBZyde6xiiLb1hP8kBHgG5IdcwHjDDMMjF5ZvsX8CBnK3TqAllemsyxKlVoSwmIUnVFMYeJvaU4rItYWX+UnORR0wQsoAkvBxC9WFRSUk5WJ3LDHJAPlKn8xqxAna9sXpPn2UjUJRhd+ZW1qhdXkt\/ISnJVkY2zYPgZY2HENB3xtzB2FKkcYZI0YtMwoMoRm7bgv6PIZ3I1xyHA73BWjp7sSJOmvh9eh1Ti9JM01AMjZp6drrw0HV7D8Gn7EvQ9v6XhrdcBP3hN68zaw\/at0xGcHkLc4LO8pv\/4brNz5QIXLB72r5ytV+lSS\/fU3mR8F1rfbi\/LLB\/7m4wvaqzaZpqNr68eUj8vXIlb983knq\/QtBO+s3b\/y4dm0c6yZ1rhC3MnY6Dju\/DcGX3Xz9ps\/G37tl1Mr6\/uwr40j7P9RjOcl42vZ91zX5ierzenm4CpW9C8eXhopzTp+o5vJ39olw+zlh7aFd3P\/\/vv66tZx329cClrb4T79r1acXKTze3Wov3y7Vu+2DPhi5U4+HST3Vv1wsOqXa\/bqV4cGl93z1wyGl9fdeN8lOc\/fv+Dreh6\/dB8YOfJ8nHRf+BEHPvq3mZjW11fcZvda1k\/VTF3SDH3WsVs9eP3P3j3SrXcl1XLH1LLv1Yt7378\/odQv1It\/2XVCofUCq9VK9QMwl\/4UL5Ss\/CyZlePs58Uyt\/y\/fjrL+p03OK\/Y6A3XTubvtZGv19Mu0nTL1dfwIOPq9vDUj6ubpvFa6X8Ozei9l99u+jXny9pt7hP3LC+a7jNdNkfFr2R55CvXyu9Pr\/8Cwj+runb1b7kq27x9rDoz8qdLum\/KPh3bfOFBP\/Y4rNu0R6W+3a5muLA6yz+K2n2ReT+CUDRXTevFPobJPbn+OajkmSyXPQrvqNo\/Byx9bOXjptZNv7tEjsShNw+Pmvdvv3EfUponB24XWbd9jcZbh3ZmiR\/3hr\/uFvOWlq1bzveqHHUzTjP9W5fgLbsmv2Mjt0LHcsu5c\/o2L\/QsT5N+TN6Di\/0jP3MO+jS7KYvUqhqYXziCvmvzeKeC1lOtitAnmvlh+darB9vs\/Hflg\/kIi3fUOnov\/+hdTtrJz01xD\/q1C\/pTbeYUtcTm+mu5Tr58FSg57ua3q2atF9uPVktZ7N031OyL98odZPh3K+m3VO37pYL7KbjI890uEMNctfUttFeGH2isKfb92qZ9zwQG3V83a\/4La0nS0bBZJl+82KynN1kKZuul6v+JlssF+3BAJUzs\/E3MtAOKvq7T4z0pB8Wj\/NkqZ2Rp+160i6mnI+OGv8pG380hzlOjttn+W294nt72axPLa27TTuA+5Od3X9SqePNeZ+Nv2Fx6Cp8oMcVu+8qufJ2OX3PHt3fFDrtnvBQ1L657RbT9l9gTKHh1fJdEgnA303d\/ZQTyr4Z3u0X1S9kGzxo6PqKO+inH1lAYuJJHxgwRhG9f\/Jtsxq627\/P8M296W6b1Qe3Gdo8p+K4mwyJqatdPbVfrx\/aSf9XDpTBEysOfUgAYXlCT2Kt9\/j7rpv2d9gwndFd27296\/H4iRXfb8zLDXvtIabcNHyTdbf7hntNr7qIcciaIRsHOQuYeA4EvL\/qbCD4czNrecdCe1h072I29i5eUJC5MLKnhoE\/Jwz2Hp1zWHxXuGzsCneBQmZr3t5\/YijUZ4SCPMHkiLxQ5NnYFvkFA5m1o\/rUGOD788+GgZ3nBR8BhFhkYxuLCxAYCMWpgcDPQjobEPRXKI4BAa9xx0tGAAj8yTPCOUHwh8d3TdcfgYHAy+YhXDCQ2XxUnnyecEYI7P9Y4hFQcJwT3CUn3GT1KJw8JZyzPtxuPT6IAU4J7pISGAMnny7ac04Xd55TdgQOLF\/Vt\/aCg6wauZNnhfKMONAn+B0WvI4jl43ry9rRTVaeYenonHNF\/Vm\/w4JXZTauLmvI+nzm0yKAn15yvtWCkT72\/rDopRv5bFxeaoKbLJ6+LvTnRAEebnsEAuwoZOPyUg0wAk6\/ThDPuU6An545LDc\/Q6eoLgDITn\/h4KzXDWYt36Hxx+aIWqDgC2jj4rJUxI+Hrk4NA37O6vnWB+RX847AgOdaoPAXDGTh9KuFxTlrAf351yMEr0ZFNg71BQOZP\/2loy+\/NOBfhEC6P\/Kg2OWoysbh\/6sc8C8g4PMKAp+N\/QEE1GdEAH504wgAFKCA8gKAcwAgFGdEwO9WbTs54s6yEEcxG4fiAoHMf+aqwBEQsO6cJCD3nB+BAM5f8YKAcyDAVWdEwN7zjg\/C4AICBYE\/NQiKc1aDXz+u++OqAYdy0F8wkPnPvFh4BAbiOauBX7eLebO6PwoDnAzcBQOZ\/8yLhR9g4Er3nlxhc9LHm752N0x9sBtrsezbbPynpn9cNTP6TcO\/gW6\/svkcP2tvv4r5nH72wD\/UMaHpct50i5+PaGeX0\/JN2pq1s9OJm\/bLd4s1b4Lir9NuqWFDELfr+jU1q7ahn+0PP+n69\/QwDLH++Yj+8tis+i7tzGrXv6TbVdvcoz2xc7s33YR3jPV33ZqFGdG3zfy2XfXUbLr5Y3\/XzKj952MzMzziiL7jx8rTbbMitiw18pzvSbvoV+2OTiPsN\/t4j1n38CwC09PcYen\/AQ==\"><figcaption class=\"nx-fk-cap\"><span>Urban demand centres and the hubs that anchor digital and data infrastructure.<\/span><span data-honesty=\"true\">Indicator derived from Natural Earth at map scale; a screening view, not an assessment.<\/span><\/figcaption><\/figure><div class=\"nx-live-slot nx-live-slot--map\" data-nxf-slot=\"map\" data-nxf-kind=\"map\" data-nxf-resource=\"nexus:\/\/gcri\/G09\/stem\/data-engineering\/#map\" data-nxf-title=\"Nexus Foundry live map\" data-nxf-height=\"560\" hidden><\/div><div class=\"nx-map-hud\"><span class=\"nx-eyebrow\">GCRI \u00b7 Nexus Foundry \u00b7 field<\/span><span class=\"nx-eyebrow nx-map-hud-right\">DESIGN FIGURE<\/span><\/div><\/div><\/div><\/div><\/div><\/section><section id=\"nx-sec-canvas\" class=\"nx-section\" data-hue=\"infrastructure\" data-tone=\"alt\" aria-labelledby=\"nx-s-6\"><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\">Canvas<\/span><\/div><h2 id=\"nx-s-6\" class=\"nx-section-title\">The method as a run graph.<\/h2><p class=\"nx-lede\">Data from the source register feeds the methods; calibration and an independent test gate the estimate and its limits; the decision stays with the competent authority.<\/p><\/div><div class=\"nx-section-body\"><div class=\"nx-plate\" data-wide=\"true\"><div class=\"nx-plate-label\"><span class=\"nx-eyebrow\"><strong>Method canvas<\/strong> \u00b7 Data engineering, interoperability and stewardship as applied here<\/span><span class=\"nx-eyebrow\">Design, not a record<\/span><\/div><div class=\"nx-figure-frame\" data-scene=\"true\"><svg class=\"nx-figure nx-ui nx-dag\" viewBox=\"0 0 1200 564\" data-nx-dag=\"true\" data-w=\"1200\" data-h=\"564\" role=\"img\" aria-labelledby=\"nx-dag-g09-stem-data-engineering-build-release-t nx-dag-g09-stem-data-engineering-build-release-d\" data-nx-z=\"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\"><title id=\"nx-dag-g09-stem-data-engineering-build-release-t\">Data engineering, interoperability and stewardship in Nexus Foundry: build, test and release in Nexus Foundry<\/title><desc id=\"nx-dag-g09-stem-data-engineering-build-release-d\">A request opens a workspace; data are ingested and validated; the model is built and tested on held-out data; an independent gate approves release with limits; the workspace is stood down and the record kept. Design of the process, not a record of a run.<\/desc><\/svg><\/div><\/div><p class=\"nx-caption\"><strong>Fig. 01<\/strong><span>Nodes carry their type, metrics and state; connectors show what feeds what; the gates are the validation steps; the timeline is one application. Design of the method's use, not a record of a run.<\/span><\/p><\/div><\/div><\/section><section id=\"nx-sec-data\" class=\"nx-section\" data-hue=\"project\" data-tone=\"alt\" data-variant=\"split\" aria-labelledby=\"nx-s-7\"><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\">Data<\/span><\/div><h2 id=\"nx-s-7\" class=\"nx-section-title\">What the method consumes.<\/h2><p class=\"nx-lede\">Datasets and records used by data engineering, interoperability and stewardship on this platform, with the role each plays and the label its values carry. Sources are listed in <a class=\"nx-link\" href=\"https:\/\/therisk.global\/nexus-foundry\/research\/\">the source register<\/a>.<\/p><\/div><div class=\"nx-section-body\" data-lv=\"register\"><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Data<\/th><th scope=\"col\">Role<\/th><th scope=\"col\">Label<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Data\">Source passports<\/td><td data-label=\"Role\">Owner, licence, cadence, authority class and limits<\/td><td data-label=\"Label\"><span class=\"nx-chip\">DECLARED<\/span><\/td><\/tr><tr><td data-label=\"Data\">Schemas and ontology shapes<\/td><td data-label=\"Role\">Validation at ingest<\/td><td data-label=\"Label\"><span class=\"nx-chip\">DECLARED<\/span><\/td><\/tr><tr><td data-label=\"Data\">Pipeline run logs<\/td><td data-label=\"Role\">Lineage and failure analysis<\/td><td data-label=\"Label\"><span class=\"nx-chip\">OBSERVED<\/span><\/td><\/tr><tr><td data-label=\"Data\">Official statistics and registers<\/td><td data-label=\"Role\">Authoritative reference values<\/td><td data-label=\"Label\"><span class=\"nx-chip\">OFFICIAL<\/span><\/td><\/tr><tr><td data-label=\"Data\">Catalogue metadata in DCAT and STAC<\/td><td data-label=\"Role\">Discovery and reuse<\/td><td data-label=\"Label\"><span class=\"nx-chip\">DECLARED<\/span><\/td><\/tr><\/tbody><\/table><\/div><div class=\"nx-live-slot\" data-nxf-slot=\"data\" data-nxf-kind=\"data\" data-nxf-resource=\"nexus:\/\/gcri\/G09\/stem\/data-engineering\/#data\" data-nxf-title=\"Method record\" data-nxf-height=\"520\" hidden><\/div><div class=\"nx-live-slot\" data-nxf-slot=\"evidence\" data-nxf-kind=\"evidence\" data-nxf-resource=\"nexus:\/\/gcri\/G09\/stem\/data-engineering\/#evidence\" data-nxf-title=\"Evidence\" data-nxf-height=\"520\" hidden><\/div><\/div><\/div><\/section><section id=\"nx-sec-checks\" class=\"nx-section\" data-hue=\"infrastructure\" data-tone=\"alt\" aria-labelledby=\"nx-s-8\"><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\">Validation<\/span><\/div><h2 id=\"nx-s-8\" class=\"nx-section-title\">How results are checked.<\/h2><p class=\"nx-lede\">Pipelines are tested with automated quality checks, schema validation and lineage audits. Reconciliation against source systems confirms completeness.<\/p><\/div><div class=\"nx-section-body\" data-lv=\"ledger\"><div class=\"nx-table-wrap\"><table class=\"nx-table\" data-stack=\"true\"><thead><tr><th scope=\"col\">Check<\/th><th scope=\"col\">How it is done<\/th><\/tr><\/thead><tbody><tr><td data-label=\"Check\">Reconciliation with the source<\/td><td data-label=\"How it is done\">Row counts, totals and keys are compared with the source system after each load<\/td><\/tr><tr><td data-label=\"Check\">Schema and unit validation<\/td><td data-label=\"How it is done\">Records are tested against shapes, controlled vocabularies and CF or SI units before acceptance<\/td><\/tr><tr><td data-label=\"Check\">Lineage audit<\/td><td data-label=\"How it is done\">A sample of published figures is traced back to the original records and the transformation steps are re-run<\/td><\/tr><tr><td data-label=\"Check\">Licence check<\/td><td data-label=\"How it is done\">Every source and derived product carries a licence that permits its intended use<\/td><\/tr><\/tbody><\/table><\/div><p class=\"nx-note nx-mt-3\">Incompatible standards, missing metadata and restrictive licences block integration. Legacy systems and undocumented transformations introduce silent errors.<\/p><\/div><\/div><\/section><section id=\"nx-sec-connections\" class=\"nx-section\" data-hue=\"project\" data-tone=\"alt\" data-variant=\"split\" aria-labelledby=\"nx-s-9\"><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-9\" class=\"nx-section-title\">Topics that rely on this method.<\/h2><\/div><div class=\"nx-section-body\"><ul class=\"nx-list\" data-nav=\"true\"><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/nexus-foundry\/topics\/project-workstations\/\"><span>Project workstations<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/nexus-foundry\/topics\/twenty-technical-systems\/\"><span>Twenty technical systems<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/nexus-foundry\/topics\/maps-and-gis\/\"><span>Maps and GIS<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/nexus-foundry\/topics\/grix-evidence\/\"><span>GRIx evidence<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/nexus-foundry\/topics\/modelling-and-simulation\/\"><span>Modelling and simulation<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/nexus-foundry\/topics\/agents-and-automation\/\"><span>Agents and automation<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/nexus-foundry\/topics\/compute-and-edge\/\"><span>Compute and edge<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><li><a class=\"nx-link\" href=\"https:\/\/therisk.global\/nexus-foundry\/topics\/usage-and-billing\/\"><span>Usage and billing<\/span><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/li><\/ul><\/div><\/div><\/section><section id=\"nx-sec-stewardship\" class=\"nx-section\" data-hue=\"infrastructure\" data-tone=\"alt\" data-variant=\"split\" aria-labelledby=\"nx-s-10\"><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\">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\/data-compute\/\">Data and Compute<\/a> stewards data engineering, interoperability and stewardship 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\/technology\/data-engineering\/\">Canonical page: Data engineering, interoperability and stewardship<\/a><\/p><\/div><\/div><\/section><section id=\"nx-s-11-sec\" class=\"nx-section\" data-hue=\"project\" data-tone=\"alt\" aria-labelledby=\"nx-s-11\"><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\">Connected<\/span><\/div><h2 id=\"nx-s-11\" class=\"nx-section-title\">Where this page leads across the Consortium.<\/h2><\/div><div class=\"nx-section-body\"><ul class=\"nx-dest\"><li><a class=\"nx-dest-card\" href=\"https:\/\/therisk.global\/stem\/technology\/data-engineering\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Canonical method page<\/span><span class=\"nx-dest-host\">GCRI<\/span><\/span><span class=\"nx-dest-title\">Data engineering, interoperability and stewardship<\/span><span class=\"nx-dest-why\">Platform application links to the canonical method page.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><li><a class=\"nx-dest-card\" href=\"https:\/\/therisk.global\/data-compute\/stem\/data-engineering\/\"><span class=\"nx-dest-top\"><span class=\"nx-dest-rel\">Steward platform<\/span><span class=\"nx-dest-host\">GCRI<\/span><\/span><span class=\"nx-dest-title\">Data engineering and stewardship<\/span><span class=\"nx-dest-why\">Data and Compute stewards this method.<\/span><span class=\"nx-dest-go\" aria-hidden=\"true\"><svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/span><\/a><\/li><\/ul><\/div><\/div><\/section><section id=\"nx-s-12-sec\" class=\"nx-section\" data-hue=\"infrastructure\" aria-labelledby=\"nx-s-12\"><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\">Questions<\/span><\/div><h2 id=\"nx-s-12\" class=\"nx-section-title\">Questions and answers.<\/h2><\/div><div class=\"nx-section-body\"><div class=\"nx-faq\"><details><summary>What are the limits of data engineering, interoperability and stewardship in this field?<\/summary><div class=\"nx-answer\">Incompatible standards, missing metadata and restrictive licences block integration. Legacy systems and undocumented transformations introduce silent errors.<\/div><\/details><details><summary>How are results checked?<\/summary><div class=\"nx-answer\">Pipelines are tested with automated quality checks, schema validation and lineage audits. Reconciliation against source systems confirms completeness.<\/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'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\/technology\/data-engineering\/\">canonical method page<\/a> lists every platform that applies it.<\/div><\/details><\/div><\/div><\/div><\/section><section class=\"nx-section\" data-tone=\"alt\" aria-labelledby=\"nx-rel-13\"><div class=\"nx-container\"><span class=\"nx-eyebrow\">Related<\/span><h2 id=\"nx-rel-13\" class=\"nx-h3 nx-mt-2\">Around Nexus Foundry.<\/h2><nav class=\"nx-related nx-mt-3\" aria-label=\"Related\"><a href=\"https:\/\/therisk.global\/nexus-foundry\/stem\/computing\/\">High-performance, cloud and edge computing <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/nexus-foundry\/stem\/geospatial\/\">Geospatial infrastructure at Nexus Foundry <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/nexus-foundry\/stem\/ai-ml\/\">AI and machine learning at Nexus Foundry <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/nexus-foundry\/stem\/systems-engineering\/\">Systems engineering at Nexus Foundry <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/nexus-foundry\/stem\/safety-critical-software\/\">Safety-critical software engineering <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/nexus-foundry\/\">Nexus Foundry home <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/nexus-foundry\/counterparts\/\">Counterparts across the Consortium <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/\">The Global Centre for Risk and Innovation home <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a href=\"https:\/\/therisk.global\/trust\/\">GCRI governance and trust <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><\/nav><\/div><\/section><section class=\"nx-closing\" aria-labelledby=\"nx-close-14\"><div class=\"nx-container\"><span class=\"nx-eyebrow\">Nexus Foundry<\/span><h2 id=\"nx-close-14\" class=\"nx-section-title\">Bring your expertise to this field.<\/h2><p class=\"nx-lede\">The current service level is R0: information and enquiries. 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=\"mailto:contact@therisk.global?subject=Nexus%20Foundry%3A%20Data%20engineering%20at%20Nexus%20Foundry\">Write to the team <svg class=\"nx-arrow\" viewBox=\"0 0 16 16\" aria-hidden=\"true\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"1.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><path d=\"M3 8h10M9 4l4 4-4 4\"\/><\/svg><\/a><a class=\"nx-btn\" data-variant=\"secondary\" href=\"https:\/\/therisk.global\/nexus-foundry\/contact\/\">See all contact routes<\/a><\/div><\/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\":\"FAQPage\",\"@id\":\"https:\/\/therisk.global\/nexus-foundry\/stem\/data-engineering\/#faq\",\"isPartOf\":{\"@id\":\"https:\/\/therisk.global\/nexus-foundry\/stem\/data-engineering\/#webpage\"},\"inLanguage\":\"en\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What are the limits of data engineering, interoperability and stewardship in this field?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"Incompatible standards, missing metadata and restrictive licences block integration. 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