{"id":209,"date":"2026-04-20T01:09:10","date_gmt":"2026-04-20T01:09:10","guid":{"rendered":"https:\/\/sprrms.com\/?page_id=209"},"modified":"2026-04-21T03:45:37","modified_gmt":"2026-04-21T03:45:37","slug":"insights","status":"publish","type":"page","link":"https:\/\/georiskanalysis.com\/?page_id=209","title":{"rendered":"Insights"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Practical insights on risk management, spatial analysis, and decision-making \u2014 grounded in real-world application.<\/p>\n\n\n\n<div style=\"height:36px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Risk &amp; Hazard Assessment<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Structured approaches to hazard identification, risk analysis, and evaluation.<\/p>\n\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-query is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-252 post type-post status-publish format-standard has-post-thumbnail hentry category-risk-hazard-assessment tag-gis tag-hazard-assessment tag-iso-31000 tag-iso-31010 tag-risk-management tag-spatial-analysis tag-spatial-risk\">\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:12px;padding-bottom:12px\"><h2 class=\"wp-block-post-title\"><a href=\"https:\/\/georiskanalysis.com\/?p=252\" target=\"_self\" >Risk &amp; Hazard Assessment in a Spatial Context<\/a><\/h2>\n\n<div class=\"wp-block-post-date\"><time datetime=\"2026-05-13T22:52:32+00:00\">May 13, 2026<\/time><\/div>\n\n<div class=\"wp-block-post-excerpt\"><p class=\"wp-block-post-excerpt__excerpt\">Applying ISO-aligned risk thinking through geographic analysis Risk occurs somewhere. Whether organisations are managing public safety, infrastructure, environmental exposure, emergency management, recreation, or operational performance, many risk questions are inherently geographic: Traditional risk registers and qualitative assessments remain important, but spatial analysis can provide an additional layer of insight that strengthens evidence-based decision making. Frameworks&hellip; <\/p><\/div><\/div>\n\n<\/li><li class=\"wp-block-post post-224 post type-post status-publish format-standard has-post-thumbnail hentry category-risk-hazard-assessment\">\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:12px;padding-bottom:12px\"><h2 class=\"wp-block-post-title\"><a href=\"https:\/\/georiskanalysis.com\/?p=224\" target=\"_self\" >Why Location Matters in Risk Assessment<\/a><\/h2>\n\n<div class=\"wp-block-post-date\"><time datetime=\"2026-04-20T07:27:50+00:00\">April 20, 2026<\/time><\/div>\n\n<div class=\"wp-block-post-excerpt\"><p class=\"wp-block-post-excerpt__excerpt\">Audience: Land managers, risk managers, public health practitionersFocus area: Spatial Analysis &amp; MappingLevel: IntermediateRead time: ~6\u20137 minutes Introduction Risk assessment is widely used across sport, recreation, and public health to support decision-making. These approaches typically rely on structured methods such as likelihood and consequence scoring, supported by hazard identification and control evaluation. While effective for&hellip; <\/p><\/div><\/div>\n\n<\/li><\/ul>\n\n<\/div>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Spatial Analysis &amp; Mapping<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Understanding where risk occurs and how patterns emerge using spatial data.<\/p>\n\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-query is-layout-flow wp-block-query-is-layout-flow\"><ul class=\"wp-block-post-template is-layout-flow wp-block-post-template-is-layout-flow\"><li class=\"wp-block-post post-246 post type-post status-publish format-standard hentry category-spatial-analysis-mapping tag-cartography tag-gis tag-h3 tag-r-statistics tag-reproducible-workflows tag-risk-mapping tag-spatial-analytics tag-spatial-data-science tag-spatial-risk-analysis\">\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:12px;padding-bottom:12px\"><h2 class=\"wp-block-post-title\"><a href=\"https:\/\/georiskanalysis.com\/?p=246\" target=\"_self\" >Introducing riskworkflowr: Reproducible Spatial Risk Analysis in R<\/a><\/h2>\n\n<div class=\"wp-block-post-date\"><time datetime=\"2026-05-13T07:11:05+00:00\">May 13, 2026<\/time><\/div>\n\n<div class=\"wp-block-post-excerpt\"><p class=\"wp-block-post-excerpt__excerpt\">Spatial risk analysis workflows are often fragmented across GIS software, spreadsheets, manual processing steps, and custom scripts. While these approaches can produce useful outputs, they can also create challenges around reproducibility, quality assurance, transparency, and long-term maintenance. To help address these issues, GeoRisk Analysis has been developing riskworkflowr \u2014 an open and evolving R package&hellip; <\/p><\/div><\/div>\n\n<\/li><li class=\"wp-block-post post-236 post type-post status-publish format-standard hentry category-spatial-analysis-mapping tag-etl tag-gis tag-r tag-risk tag-spatial\">\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\" style=\"padding-top:12px;padding-bottom:12px\"><h2 class=\"wp-block-post-title\"><a href=\"https:\/\/georiskanalysis.com\/?p=236\" target=\"_self\" >From One-Off Scripts to Reproducible Spatial Workflows<\/a><\/h2>\n\n<div class=\"wp-block-post-date\"><time datetime=\"2026-05-06T21:50:06+00:00\">May 6, 2026<\/time><\/div>\n\n<div class=\"wp-block-post-excerpt\"><p class=\"wp-block-post-excerpt__excerpt\">The problem Some organization&#8217;s working with spatial data are still relying on fragmented, one-off scripts. Data is pulled from multiple sources.Formats vary.Coordinate systems don\u2019t align.And each new analysis often starts from scratch. The result? For teams working in risk, planning, or public safety, that introduces unnecessary uncertainty into decision-making. A practical approach There\u2019s no single&hellip; <\/p><\/div><\/div>\n\n<\/li><\/ul>\n\n<\/div>\n\n\n\n<div style=\"height:44px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Decision Support<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Turning analysis into practical, defensible decisions for planning and operations.<\/p>\n\n\n\n<div style=\"height:16px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-query is-layout-flow wp-block-query-is-layout-flow\">\n\n<div class=\"wp-block-query-no-results\">\n\n<p class=\"wp-block-paragraph\">No posts yet in this section.<\/p>\n\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Practical insights on risk management, spatial analysis, and decision-making \u2014 grounded in real-world application. Risk &amp; Hazard Assessment Structured approaches [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-209","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/georiskanalysis.com\/index.php?rest_route=\/wp\/v2\/pages\/209","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/georiskanalysis.com\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/georiskanalysis.com\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/georiskanalysis.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/georiskanalysis.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=209"}],"version-history":[{"count":5,"href":"https:\/\/georiskanalysis.com\/index.php?rest_route=\/wp\/v2\/pages\/209\/revisions"}],"predecessor-version":[{"id":232,"href":"https:\/\/georiskanalysis.com\/index.php?rest_route=\/wp\/v2\/pages\/209\/revisions\/232"}],"wp:attachment":[{"href":"https:\/\/georiskanalysis.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=209"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}