<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/">
  <channel>
    <title>DEV Community: johnsmalls22-rgb</title>
    <description>The latest articles on DEV Community by johnsmalls22-rgb (@johnsmalls22rgb).</description>
    <link>https://dev.to/johnsmalls22rgb</link>
    <image>
      <url>https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3829608%2F9c1ef78e-53c4-438b-8332-47ecf0a66c46.png</url>
      <title>DEV Community: johnsmalls22-rgb</title>
      <link>https://dev.to/johnsmalls22rgb</link>
    </image>
    <atom:link rel="self" type="application/rss+xml" href="https://dev.to/feed/johnsmalls22rgb"/>
    <language>en</language>
    <item>
      <title>How I Track Every Ship in the Strait of Hormuz in Real Time</title>
      <dc:creator>johnsmalls22-rgb</dc:creator>
      <pubDate>Tue, 17 Mar 2026 15:34:38 +0000</pubDate>
      <link>https://dev.to/johnsmalls22rgb/how-i-track-every-ship-in-the-strait-of-hormuz-in-real-time-2e7k</link>
      <guid>https://dev.to/johnsmalls22rgb/how-i-track-every-ship-in-the-strait-of-hormuz-in-real-time-2e7k</guid>
      <description>&lt;p&gt;21 million barrels of oil pass through the Strait of Hormuz every day. I built a real-time intelligence dashboard that tracks every vessel, detects dark ships, and monitors the crisis.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;&lt;a href="https://hormuz-tracker.pages.dev/" rel="noopener noreferrer"&gt;Live Demo&lt;/a&gt;&lt;/strong&gt; | &lt;strong&gt;&lt;a href="https://github.com/johnsmalls22-rgb/hormuz-tracker" rel="noopener noreferrer"&gt;GitHub&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  Why I Built This
&lt;/h2&gt;

&lt;p&gt;During the 2019 tanker attacks, I realized there was no public tool combining vessel tracking, oil prices, and naval positions. Analysts were switching between MarineTraffic, Bloomberg, and USNI Fleet Tracker. I wanted one dashboard.&lt;/p&gt;

&lt;h2&gt;
  
  
  What It Tracks
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;88+ vessels&lt;/strong&gt; via AIS — updated every 5 seconds&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Dark ships&lt;/strong&gt; — vessels with disabled transponders&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Brent and WTI oil prices&lt;/strong&gt; — 90-day history (EIA + FRED)&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Daily transit counts&lt;/strong&gt; — IMF PortWatch data&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;10 US Navy carriers&lt;/strong&gt; — positions via GDELT/USNI&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;7-day maritime weather&lt;/strong&gt; — wind warnings&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Breaking news&lt;/strong&gt; — Google News RSS&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Tech Stack
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Next.js 16 + React 19&lt;/li&gt;
&lt;li&gt;Mapbox GL JS with custom GeoJSON layers&lt;/li&gt;
&lt;li&gt;Recharts for charts&lt;/li&gt;
&lt;li&gt;Tailwind CSS 4&lt;/li&gt;
&lt;li&gt;TypeScript&lt;/li&gt;
&lt;/ul&gt;

&lt;h2&gt;
  
  
  Dark Ship Detection
&lt;/h2&gt;

&lt;p&gt;Some vessels disable AIS transponders. My approach:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Detect when a vessel stops broadcasting (last timestamp &amp;gt; 2 hours)&lt;/li&gt;
&lt;li&gt;Estimate position based on last known course and shipping lane geometry&lt;/li&gt;
&lt;li&gt;Render estimates along the Traffic Separation Scheme centerline&lt;/li&gt;
&lt;li&gt;Show uncertainty visually&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;The shipping lane centerline is the key insight. The strait has well-defined inbound and outbound lanes. Dark ships are almost certainly in this corridor.&lt;/p&gt;

&lt;h2&gt;
  
  
  Water Polygon Filter
&lt;/h2&gt;

&lt;p&gt;GPS drift places 10-15% of vessels on land. I built a 40-vertex polygon tracing the Gulf coastline:&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight typescript"&gt;&lt;code&gt;&lt;span class="kd"&gt;function&lt;/span&gt; &lt;span class="nf"&gt;isInWater&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;lat&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kr"&gt;number&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;lon&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="kr"&gt;number&lt;/span&gt;&lt;span class="p"&gt;):&lt;/span&gt; &lt;span class="nx"&gt;boolean&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
  &lt;span class="kd"&gt;let&lt;/span&gt; &lt;span class="nx"&gt;inside&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;false&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
  &lt;span class="k"&gt;for &lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="kd"&gt;let&lt;/span&gt; &lt;span class="nx"&gt;i&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;j&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;WATER&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;length&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="nx"&gt;i&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="nx"&gt;WATER&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;length&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="nx"&gt;j&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;i&lt;/span&gt;&lt;span class="o"&gt;++&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;xi&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;yi&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;WATER&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;i&lt;/span&gt;&lt;span class="p"&gt;];&lt;/span&gt;
    &lt;span class="kd"&gt;const&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;xj&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;yj&lt;/span&gt;&lt;span class="p"&gt;]&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;WATER&lt;/span&gt;&lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;j&lt;/span&gt;&lt;span class="p"&gt;];&lt;/span&gt;
    &lt;span class="k"&gt;if &lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="nx"&gt;yi&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="nx"&gt;lon&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;!==&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;yj&lt;/span&gt; &lt;span class="o"&gt;&amp;gt;&lt;/span&gt; &lt;span class="nx"&gt;lon&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;&amp;amp;&amp;amp;&lt;/span&gt;
        &lt;span class="nx"&gt;lat&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="nx"&gt;xj&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="nx"&gt;xi&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;lon&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="nx"&gt;yi&lt;/span&gt;&lt;span class="p"&gt;))&lt;/span&gt; &lt;span class="o"&gt;/&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;yj&lt;/span&gt; &lt;span class="o"&gt;-&lt;/span&gt; &lt;span class="nx"&gt;yi&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;+&lt;/span&gt; &lt;span class="nx"&gt;xi&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
      &lt;span class="nx"&gt;inside&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="o"&gt;!&lt;/span&gt;&lt;span class="nx"&gt;inside&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
    &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="p"&gt;}&lt;/span&gt;
  &lt;span class="k"&gt;return&lt;/span&gt; &lt;span class="nx"&gt;inside&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Carrier Tracking via GDELT
&lt;/h2&gt;

&lt;p&gt;The Navy does not publish carrier positions. But GDELT ingests news worldwide and extracts locations. Querying for carrier names (CVN-68 through CVN-78) gives ~100km accuracy.&lt;/p&gt;

&lt;h2&gt;
  
  
  All Data Sources Are Free
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Source&lt;/th&gt;
&lt;th&gt;Data&lt;/th&gt;
&lt;th&gt;Key Required&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;AISStream&lt;/td&gt;
&lt;td&gt;Vessel positions&lt;/td&gt;
&lt;td&gt;Free tier&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;EIA&lt;/td&gt;
&lt;td&gt;Oil spot prices&lt;/td&gt;
&lt;td&gt;Free&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;FRED&lt;/td&gt;
&lt;td&gt;Historical oil&lt;/td&gt;
&lt;td&gt;Free&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;IMF PortWatch&lt;/td&gt;
&lt;td&gt;Transit counts&lt;/td&gt;
&lt;td&gt;No&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Open-Meteo&lt;/td&gt;
&lt;td&gt;Weather&lt;/td&gt;
&lt;td&gt;No&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;GDELT&lt;/td&gt;
&lt;td&gt;Carrier positions&lt;/td&gt;
&lt;td&gt;No&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Google News&lt;/td&gt;
&lt;td&gt;Headlines&lt;/td&gt;
&lt;td&gt;No&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;

&lt;h2&gt;
  
  
  Run It Yourself
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight shell"&gt;&lt;code&gt;git clone https://github.com/johnsmalls22-rgb/hormuz-tracker.git
&lt;span class="nb"&gt;cd &lt;/span&gt;hormuz-tracker
npm &lt;span class="nb"&gt;install
cp&lt;/span&gt; .env.example .env.local
npm run dev
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  What I Learned
&lt;/h2&gt;

&lt;ol&gt;
&lt;li&gt;Maritime data is surprisingly accessible&lt;/li&gt;
&lt;li&gt;GPS drift is worse than expected — water polygon filter is essential&lt;/li&gt;
&lt;li&gt;Dark ship detection is estimation, not tracking&lt;/li&gt;
&lt;li&gt;Mapbox GL is perfect for geospatial intelligence dashboards&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;If you are interested in geopolitical intelligence, check out &lt;a href="https://theboard.world/" rel="noopener noreferrer"&gt;The Board&lt;/a&gt; — 766K+ articles from 6,000+ sources with AI analysis.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;&lt;a href="https://theboard.world/articles/geopolitics/strait-of-hormuz-blockade-oil-food-shipping-2026-analysis/" rel="noopener noreferrer"&gt;Full Hormuz blockade analysis&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;




&lt;p&gt;&lt;em&gt;Questions? &lt;a href="https://github.com/johnsmalls22-rgb/hormuz-tracker/issues" rel="noopener noreferrer"&gt;GitHub Issues&lt;/a&gt;&lt;/em&gt;&lt;/p&gt;

</description>
      <category>webdev</category>
      <category>opensource</category>
      <category>javascript</category>
      <category>tutorial</category>
    </item>
  </channel>
</rss>
