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<!DOCTYPE HTML>
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Solid State by HTML5 UP
html5up.net | @ajlkn
Free for personal and commercial use under the CCA 3.0 license (html5up.net/license)
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<h2 class="major">Estimating Probabilities of Extreme Rainfall in the Philippines</h2>
<blockquote>
This is my entry for <a href = "https://philsa.gov.ph/events/data-camp/">Philippine Space Agency's Data Camp and 5-day Workshop</a>. My project won as the best proposal.
<br>The show and tell session can be watched <a href = "https://youtube.com/watch?v=xQIUxWZdgsI&feature=share&utm_source=EKLEiJECCKjOmKnC5IiRIQ&t=2679">here</a>.
</blockquote>
<p>
In the Philippines, disasters usually happen due to lack of awareness. One of the reasons that the town leaders mention is "This amount of rainfall never happened!".
That is why some come unprepared when an extreme natural event occurs. Extreme rainfalls are inevitable, but we can extend the analysis just by asking "how frequent is this extreme rainfall?"
</p>
<p>
Adopting the concepts of <i>return levels</i> and <i>recurrence intervals (or return periods)</i> , we estimate the magnitude of extreme rainfall that happens once every 25 years, once every 50 years, once every 100 years, and so on.
Utilizing the rainfall data extracted from NOAA, probability distribution of annual rainfall maxima is estimated from each of the 55 PAGASA weather stations.
Since not every province have a PAGASA rainfall station, we estimate the rainfall magnitude on ungauged areas using spatial interpolation (kriging).
The final output is the map of the Philippine provinces with the amount of rainfall per return period, that is, the magnitude of rainfall that happens once every 5 years, once every 10 years, once every 25 years, and so on.
</p>
<img src="Return Levels 5 to 50.png" alt="Rainfall Return Level Maps">
<a href="Spatial_GEVD.html" class="special">Check this project</a>
<h2 class="major">Extracting data from NOAA using Python</h2>
<p>
This is a two-part tutorial for extracting data from NOAA using Python.
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<h2 class="major">Quick Maps and Graphs</h2>
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When I am bored with
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