<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Emergency Analytics | Udit Asopa</title><link>https://uditasopa.netlify.app/tag/emergency-analytics/</link><atom:link href="https://uditasopa.netlify.app/tag/emergency-analytics/index.xml" rel="self" type="application/rss+xml"/><description>Emergency Analytics</description><generator>Wowchemy (https://wowchemy.com)</generator><language>en-us</language><copyright>2026</copyright><lastBuildDate>Tue, 01 Jul 2025 00:00:00 +0000</lastBuildDate><image><url>https://uditasopa.netlify.app/media/avatar.png</url><title>Emergency Analytics</title><link>https://uditasopa.netlify.app/tag/emergency-analytics/</link></image><item><title>ICEYE Hurricane Solution</title><link>https://uditasopa.netlify.app/project/iceye_hurricane/</link><pubDate>Tue, 01 Jul 2025 00:00:00 +0000</pubDate><guid>https://uditasopa.netlify.app/project/iceye_hurricane/</guid><description>&lt;h2 id="rapid-geospatial-insight-for-hurricane-events">Rapid Geospatial Insight for Hurricane Events&lt;/h2>
&lt;p>As part of ICEYE’s Hurricane Solution development team, I applied my SAR remote sensing and geospatial science expertise to create the raster-based damage layers and hexgrid products that underpin the Rapid Impact Heat Map. This product delivers high-resolution, data-driven insights on structural impacts across storm-affected regions within 24 hours of landfall.&lt;/p>
&lt;p>Using ICEYE&amp;rsquo;s persistent SAR constellation, we monitored hurricane paths in near-real-time, generating geospatial raster outputs that highlight the extent and severity of wind damage. I was responsible for crafting the change detection workflows and post-processing pipelines that translate raw SAR data into actionable insights for insurers and emergency responders.&lt;/p>
&lt;h2 id="my-contributions">My Contributions:&lt;/h2>
&lt;ul>
&lt;li>&lt;strong>Remote Sensing Expertise&lt;/strong>:
&lt;ul>
&lt;li>Engineered end-to-end processing chains for X-band SAR imagery to detect structural changes across urban and rural landscapes&lt;/li>
&lt;li>Tuned raster product generation to achieve consistent, high-accuracy impact footprints for rapid claims triage and risk segmentation&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>&lt;strong>Geospatial Science&lt;/strong>: Developed hexgrid-based damage summaries to support rapid exposure quantification and visual interpretation at multiple spatial scales&lt;/li>
&lt;li>&lt;strong>Stakeholder Communication&lt;/strong>: Collaborated with product and engineering teams to operationalize workflows under tight disaster response timelines&lt;/li>
&lt;/ul>
&lt;h2 id="solution-highlights">Solution Highlights:&lt;/h2>
&lt;ul>
&lt;li>&lt;strong>Combined view of wind-related damage&lt;/strong> derived from multi-temporal SAR observations, offered at 30 m resolution.&lt;/li>
&lt;li>&lt;strong>Always-on, all-weather monitoring&lt;/strong> with ICEYE&amp;rsquo;s SAR satellites, ensuring uninterrupted damage intelligence even through clouds and darkness.&lt;/li>
&lt;li>&lt;strong>Hexgrid-based visualizations&lt;/strong> to simplify decision-making and resource allocation in disaster zones.&lt;/li>
&lt;li>&lt;strong>Rapid delivery&lt;/strong> of actionable geospatial layers compatible with industry-standard GIS tools and APIs.&lt;/li>
&lt;/ul>
&lt;p>ICEYE’s Hurricane Solution enables insurers to identify affected assets, estimate exposure, and deploy adjusters efficiently—before traditional aerial or optical data becomes available.&lt;/p>
&lt;blockquote>
&lt;p>Additional Resources:&lt;/p>
&lt;ul>
&lt;li>Offcial Page: &lt;a href="https://www.iceye.com/solutions/insurance/hurricane-solution" target="_blank" rel="noopener">&lt;em>ICEYE Hurricane Solution&lt;/em>&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://www.iceye.com/solutions/insurance/hurricane-solution" target="_blank" rel="noopener">ICEYE Hurricane Solution Overview&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://www.iceye.com/blog/hurricane-solution-for-insurers-9-essential-questions" target="_blank" rel="noopener">Answering Key Questions on the Hurricane Solution&lt;/a>&lt;/li>
&lt;/ul>
&lt;/blockquote></description></item><item><title>ICEYE Wildfire Insights</title><link>https://uditasopa.netlify.app/project/iceye_wildfire/</link><pubDate>Tue, 01 Aug 2023 00:00:00 +0000</pubDate><guid>https://uditasopa.netlify.app/project/iceye_wildfire/</guid><description>&lt;h2 id="rapid-structural-damage-mapping-during-wildfire-events">Rapid Structural Damage Mapping During Wildfire Events&lt;/h2>
&lt;p>At ICEYE, I helped advance the Wildfire Insights solution by applying SAR remote sensing and geospatial science expertise to develop building-level damage detection tools. This solution supports insurers with verified damage data within 24 hours of wildfire impact—independent of weather or daylight conditions.&lt;/p>
&lt;p>Using ICEYE’s X-band SAR constellation, I worked on SAR-based change detection techniques to identify structural loss across fire-affected zones. My contributions included algorithm tuning for urban infrastructure detection, post-classification processing, and integrating the results with geospatial vector formats for seamless decision support.&lt;/p>
&lt;h2 id="my-contributions">My Contributions:&lt;/h2>
&lt;ul>
&lt;li>&lt;strong>Remote Sensing Expertise&lt;/strong>: Built Remote Sensing-based (SAR) workflows for detecting and classifying structural loss in wildfire zones.&lt;/li>
&lt;li>&lt;strong>Geospatial Science&lt;/strong>:
&lt;ul>
&lt;li>Helped calibrate damage detection thresholds across diverse terrains and settlement types&lt;/li>
&lt;li>Delivered vector-based outputs (point and polygon layers) for operational insurance workflows.&lt;/li>
&lt;/ul>
&lt;/li>
&lt;li>&lt;strong>Data Analytics &amp;amp; Geospatial Scince&lt;/strong>: Collaborated on integrating outputs into Esri-based dashboards for real-time situational awareness.&lt;/li>
&lt;/ul>
&lt;h2 id="product-features">Product Features:&lt;/h2>
&lt;ul>
&lt;li>&lt;strong>Building-level binary classification&lt;/strong> of &amp;lsquo;destroyed&amp;rsquo; vs. &amp;lsquo;undamaged&amp;rsquo; within hours of fire containment.&lt;/li>
&lt;li>&lt;strong>Actionable vector outputs&lt;/strong> ready for ingestion by GIS teams and insurers.&lt;/li>
&lt;li>&lt;strong>ESRI wildfire monitoring dashboard&lt;/strong> combining SAR results, fire perimeters, hotspots, and urban exposure layers.&lt;/li>
&lt;li>&lt;strong>Consistent insights&lt;/strong> across multiple wildfire events regardless of smoke or cloud cover.&lt;/li>
&lt;/ul>
&lt;p>ICEYE’s Wildfire Insights enables insurers and emergency response teams to make timely, data-driven decisions without waiting for aerial or optical validation.&lt;/p>
&lt;blockquote>
&lt;p>Additional Resources:&lt;/p>
&lt;ul>
&lt;li>Official Link: &lt;a href="https://www.iceye.com/solutions/insurance/wildfire-insights" target="_blank" rel="noopener">Wildfire Insights ICEYE Oy&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://www.iceye.com/blog/wildfire-monitoring-with-sar" target="_blank" rel="noopener">Revolutionizing Wildfire Monitoring with ICEYE&amp;rsquo;s SAR Technology&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://www.iceye.com/blog/wildfire-insights-top-10-questions" target="_blank" rel="noopener">10 Burning Questions About Rapid Building-Level Damage Detection&lt;/a>&lt;/li>
&lt;li>&lt;a href="https://www.iceye.com/lp/introducing-iceye-wildfire-insights-webinar" target="_blank" rel="noopener">Webinar: Introducing ICEYE Wildfire Insights&lt;/a>&lt;/li>
&lt;/ul>
&lt;/blockquote></description></item></channel></rss>