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    <title>satellite-imagery on S Anand</title>
    <link>https://www.s-anand.net/blog/tag/satellite-imagery/</link>
    <description>Recent content in satellite-imagery on S Anand</description>
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      <title>Releasing modified mosquitoes precisely</title>
      <link>https://www.s-anand.net/blog/releasing-modified-mosquitoes-precisely/</link>
      <pubDate>Tue, 16 Feb 2021 03:49:51 +0000</pubDate>
      <guid>https://www.s-anand.net/blog/releasing-modified-mosquitoes-precisely/</guid>
      <description>&lt;p&gt;At &lt;a href=&#34;https://pycon.id/speaker/anand-s&#34;&gt;PyCon Indonesia&lt;/a&gt;, I spoke about a project we worked on with the &lt;a href=&#34;https://www.worldmosquitoprogram.org/&#34;&gt;World Mosquito Program&lt;/a&gt;.&lt;/p&gt;
&lt;div class=&#34;video-embed&#34;&gt;&lt;iframe src=&#34;https://www.youtube.com/embed/R1SskwIhBWU&#34; title=&#34;YouTube video&#34; loading=&#34;lazy&#34; allow=&#34;accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture&#34; allowfullscreen&gt;&lt;/iframe&gt;&lt;/div&gt;
&lt;p&gt;The World Mosquito Program (WMP) modifies mosquitoes with a bacteria &amp;ndash; Wolbachia. This reduces their ability to carry deadly viruses. (It makes me perversely happy that &lt;strong&gt;we&amp;rsquo;re&lt;/strong&gt; infecting mosquitoes now 😉.)&lt;/p&gt;
&lt;p&gt;Modifying mosquitoes is an expensive process. With a limited set of “good mosquitoes”, it is critical to find the best release points that will help them replicate rapidly.&lt;/p&gt;
&lt;p&gt;But planning the release points took weeks of manual effort. It involved ground personnel going through several iterations.&lt;/p&gt;
&lt;p&gt;So our team took high-resolution satellite images, figured out the building density, estimated population density based on that, and generated a release plan. This model is 70% more accurate and reduced the time from 3 weeks to 2 hours.&lt;/p&gt;
&lt;p&gt;More details at the &lt;a href=&#34;https://gramener.com/defeating-dengue-with-ai-wmp&#34;&gt;Gramener website&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;The slides for the talk are below.&lt;/p&gt;
&lt;p&gt;&lt;a href=&#34;https://www.slideshare.net/gramener/saving-lives-with-geospatial-ai-pycon-indonesia-2020&#34;&gt;https://www.slideshare.net/gramener/saving-lives-with-geospatial-ai-pycon-indonesia-2020&lt;/a&gt;&lt;/p&gt;
</description>
    </item>
    <item>
      <title>Google Earth Chennai</title>
      <link>https://www.s-anand.net/blog/google-earth-chennai/</link>
      <pubDate>Mon, 03 Apr 2006 12:00:00 +0000</pubDate>
      <guid>https://www.s-anand.net/blog/google-earth-chennai/</guid>
      <description>&lt;p&gt;&lt;a href=&#34;http://chennai.metblogs.com/archives/2006/04/chennai_goes_highres.phtml&#34;&gt;Chennai on Google Earth&lt;/a&gt; in high resolution. Mylapore and other areas near the coast are not yet in hi-res, though.&lt;/p&gt;
</description>
    </item>
    <item>
      <title>Google Maps traffic violation</title>
      <link>https://www.s-anand.net/blog/google-maps-traffic-violation/</link>
      <pubDate>Wed, 20 Jul 2005 12:00:00 +0000</pubDate>
      <guid>https://www.s-anand.net/blog/google-maps-traffic-violation/</guid>
      <description>&lt;p&gt;Google Maps gets Edwin Soto &lt;a href=&#34;http://www.gearlive.com/index.php/news/article/google_maps_helps_fight_traffic_tickets_07160942/&#34;&gt;out of a traffic violation&lt;/a&gt;. He was able to use his laptop and wi-fi connection at the court to show the judge that Cathedral Parkway, where he ran a red light, was a two-way street and not a one-way as the cop indicated.&lt;/p&gt;
</description>
    </item>
    <item>
      <title>Google Earth Released</title>
      <link>https://www.s-anand.net/blog/google-earth-released/</link>
      <pubDate>Thu, 30 Jun 2005 12:00:00 +0000</pubDate>
      <guid>https://www.s-anand.net/blog/google-earth-released/</guid>
      <description>&lt;p&gt;&lt;a href=&#34;http://earth.google.com/&#34;&gt;Google Earth&lt;/a&gt; released. It&amp;rsquo;s free. Related links: &lt;a href=&#34;http://www.googleearthhacks.com/&#34;&gt;Google Earth Hacks&lt;/a&gt;&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id=&#34;comments&#34;&gt;Comments&lt;/h2&gt;
&lt;!-- wp-comments-start --&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;S Anand&lt;/strong&gt; &lt;em&gt;1 Jul 2005 12:13 pm&lt;/em&gt;:
It shows &lt;a href=&#34;https://www.s-anand.net/blog/assets/flickr-newbury-park_22802803_o-jpg.webp&#34;&gt;my house&lt;/a&gt;.&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Ram&lt;/strong&gt; &lt;em&gt;1 Jul 2005 4:16 pm&lt;/em&gt;:
At my first sight i thought that this picture was taken from simsity game.I coudn&amp;rsquo;t imagine that this picture from Google maps are real !!!&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;S Anand&lt;/strong&gt; &lt;em&gt;4 Jul 2005 5:00 am&lt;/em&gt;:
It gets better than SimCity. You can tilt the view of a city and fly by the skyline on Google Earth.&lt;/li&gt;
&lt;/ul&gt;
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    <item>
      <title>Google Earth</title>
      <link>https://www.s-anand.net/blog/google-earth/</link>
      <pubDate>Wed, 01 Jun 2005 12:00:00 +0000</pubDate>
      <guid>https://www.s-anand.net/blog/google-earth/</guid>
      <description>&lt;p&gt;&lt;a href=&#34;http://newrecruit.org/archives/2005/may/googlekeyhole&#34;&gt;Google Earth&lt;/a&gt; = Google + Keyhole.&lt;/p&gt;
</description>
    </item>
    <item>
      <title>Surprises in satellite maps</title>
      <link>https://www.s-anand.net/blog/surprises-in-satellite-maps/</link>
      <pubDate>Thu, 14 Apr 2005 12:00:00 +0000</pubDate>
      <guid>https://www.s-anand.net/blog/surprises-in-satellite-maps/</guid>
      <description>&lt;p&gt;&lt;a href=&#34;http://www.wired.com/news/technology/0,1282,67190,00.html&#34;&gt;Surprises lurk in satellite maps&lt;/a&gt;. Like the tsunami hitting Sri Lanka, an erupted volcano, bombing at Baghdad, etc.&lt;/p&gt;
</description>
    </item>
    <item>
      <title>Google sightseeing</title>
      <link>https://www.s-anand.net/blog/google-sightseeing/</link>
      <pubDate>Fri, 08 Apr 2005 12:00:00 +0000</pubDate>
      <guid>https://www.s-anand.net/blog/google-sightseeing/</guid>
      <description>&lt;p&gt;&lt;a href=&#34;http://www.shreddies.org/gmaps/&#34;&gt;Google sightseeing&lt;/a&gt;. See the US through Google Maps satellite images.&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id=&#34;comments&#34;&gt;Comments&lt;/h2&gt;
&lt;!-- wp-comments-start --&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;S Anand&lt;/strong&gt; &lt;em&gt;8 Apr 2005 11:00 am&lt;/em&gt;:
Also check out the &lt;a href=&#34;http://www.flickr.com/photos/tags/googlemaps/&#34;&gt;Googlemaps&lt;/a&gt; tag on Flickr&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;S Anand&lt;/strong&gt; &lt;em&gt;8 Apr 2005 11:12 am&lt;/em&gt;:
and the &lt;a href=&#34;http://flickr.com/groups/memorymaps/pool/&#34;&gt;Memory maps&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;!-- wp-comments-end --&gt;
</description>
    </item>
    <item>
      <title>Blue marble</title>
      <link>https://www.s-anand.net/blog/blue-marble/</link>
      <pubDate>Sat, 16 Feb 2002 12:00:00 +0000</pubDate>
      <guid>https://www.s-anand.net/blog/blue-marble/</guid>
      <description>&lt;p&gt;&lt;a href=&#34;http://earthobservatory.nasa.gov/Newsroom/BlueMarble/&#34;&gt;Blue marble&lt;/a&gt;. NASA&amp;rsquo;s incredibly detailed pictures of earth. Downloadable.&lt;/p&gt;
</description>
    </item>
    <item>
      <title>Kumbh mela from sapce</title>
      <link>https://www.s-anand.net/blog/kumbh-mela-from-sapce/</link>
      <pubDate>Wed, 07 Feb 2001 12:00:00 +0000</pubDate>
      <guid>https://www.s-anand.net/blog/kumbh-mela-from-sapce/</guid>
      <description>&lt;p&gt;&lt;a href=&#34;http://www.spaceimaging.com/newsroom/releases/2001/kumbhmela.htm&#34;&gt;Kumbha Mela from space&lt;/a&gt;. If they can do this for free, I suppose Frederick Forsyth&amp;rsquo;s and Tom Clancy&amp;rsquo;s description of satellites catching individual&amp;rsquo;s faces can&amp;rsquo;t be far from the truth. They&amp;rsquo;ve got a pretty good &lt;a href=&#34;http://www.spaceimaging.com/level2/level2gallery.htm&#34;&gt;gallery&lt;/a&gt;.&lt;/p&gt;
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