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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<meta name="viewport" content="width=device-width,initial-scale=1" />
<title>Apache SDAP - Science Data Analytics Platform</title>
<link rel="shortcut icon" href="/favicon.ico" />
<link rel="icon" type="image/png" href="/favicon.png" />
<link rel="stylesheet" href="/css/bootstrap.min.css" />
<link rel="stylesheet" href="/css/style.css" />
</head>
<body>
<div class="container">
<div class="logos">
<a href="/">
<img src="https://apache.org/logos/res/sdap/sdap-1.png" class="pull-left" />
</a>
</div>
<!-- navigation bar -->
<nav class="navbar navbar-default">
<div class="container-fluid">
<div class="navbar-header">
<a class="navbar-brand" href="/">SDAP</a>
</div>
<div class="navbar-right">
<ul class="nav navbar-nav">
<li class="dropdown toggle">
<a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">About SDAP <span class="caret"></span></a>
<ul class="dropdown-menu">
<li><a href="/docs">Docs</a></li>
<li><a href="/publications">Publications</a></li>
<li><a href="/projects">Projects that use SDAP</a></li>
<li><a href="/events">Community Events</a></li>
</ul>
</li>
<li><a href="/downloads">Downloads</a></li>
<li><a href="/blog">Blog</a></li>
<li><a href="/team">Team & Community</a></li>
<!-- <li><a href="/resources">Resources</a></li>-->
<li class="dropdown toggle">
<a href="#" class="dropdown-toggle" data-toggle="dropdown" role="button" aria-haspopup="true" aria-expanded="false">Apache <span class="caret"></span></a>
<ul class="dropdown-menu">
<li><a href="http://www.apache.org/">Apache Software Foundation</a></li>
<li><a href="http://www.apache.org/licenses/">License</a></li>
<li><a href="http://www.apache.org/foundation/sponsorship">Sponsorship</a></li>
<li><a href="http://www.apache.org/foundation/thanks.html">Thanks</a></li>
<li><a href="http://www.apache.org/events/current-event/">Events</a></li>
<li><a href="http://www.apache.org/security/">Security</a></li>
</ul>
</li>
</ul>
</div>
</div>
</nav>
<!-- carousel -->
<!-- images should be 900x600 px -->
<div id="coalCarousel" class="carousel slide" data-ride="carousel">
<ol class="carousel-indicators">
<li data-target="#coalCarousel" data-slide-to="0" class="active"></li>
<li data-target="#coalCarousel" data-slide-to="1"></li>
<li data-target="#coalCarousel" data-slide-to="2"></li>
<li data-target="#coalCarousel" data-slide-to="3"></li>
<li data-target="#coalCarousel" data-slide-to="4"></li>
<li data-target="#coalCarousel" data-slide-to="5"></li>
<li data-target="#coalCarousel" data-slide-to="6"></li>
</ol>
<div class="carousel-inner" role="listbox">
<div class="item active">
<img src="images/2018-03-20-SOTO-Initial-Integration6.jpeg" alt="SOTO" />
<div class="container">
<div class="carousel-caption slider-transback">
<h1>State of the Ocean</h1>
<p></p>
</div>
</div>
</div>
<div class="item">
<img src="images/CDMS.png" alt="CDMS" />
<div class="container">
<div class="carousel-caption slider-transback">
<h1>Cloud-based Data Matchup Service</h1>
<p>Collocation of satellite data to satellite or insitu data for oceanography</p>
</div>
</div>
</div>
<div class="item">
<img src="images/Analyze-AQ-in-Delhi-India-using-satellite-and%20in-situ.png" alt="AQIC" />
<div class="container">
<div class="carousel-caption slider-transback">
<h1>Air Quality Information Center</h1>
<p>Analyzing air quality in Delhi, India with satellite and insitu data</p>
</div>
</div>
</div>
<div class="item">
<img src="images/IDEAS-Flood-Digital-Twins-Garonne-River.png" alt="IDEAS flood" />
<div class="container">
<div class="carousel-caption slider-transback">
<h1>IDEAS Hydrology and Floods</h1>
<p></p>
</div>
</div>
</div>
<div class="item">
<img src="images/Fire-Alarm-CO2.jpg" alt="FireAlarm OCO3" />
<div class="container">
<div class="carousel-caption slider-transback">
<h1>FireAlarm</h1>
<p>Analyzing trends in CO2 data from OCO-3 Snapshot Area Maps</p>
</div>
</div>
</div>
<div class="item">
<img src="images/STV-FIS-Tomogram.png" alt="STV" />
<div class="container">
<div class="carousel-caption slider-transback">
<h1>SAR Tomography data</h1>
<p>Analyses of SAR tomograms of vegetation <i>(in development)</i></p>
</div>
</div>
</div>
<div class="item">
<img src="images/CEOS-Ocean-Variables-Enabling-Research-and-Applications-for-GEO-1.png" alt="COVERAGE" title="CEOS Ocean Variables Enabling Research and Applications for GEO" />
<div class="container">
<div class="carousel-caption slider-transback">
<h1>COVERAGE</h1>
<p>CEOS Ocean Variables Enabling Research and Applications for GEO</p>
</div>
</div>
</div>
<a class="left carousel-control" href="#coalCarousel" role="button" data-slide="prev">
<span class="glyphicon glyphicon-chevron-left" aria-hidden="true"></span>
<span class="sr-only">Previous</span>
</a>
<a class="right carousel-control" href="#coalCarousel" role="button" data-slide="next">
<span class="glyphicon glyphicon-chevron-right" aria-hidden="true"></span>
<span class="sr-only">Next</span>
</a>
</div>
</div>
<!-- overview -->
<h1>Science Data Analytics Platform (SDAP)</h1>
<p>The Earth and Space Science Informatics community has a long history of building many innovative solutions. With a quick search on the web we can find various tools that offer similar capabilities such as search, visualization, subsetting, analysis, etc. The community is very good at building domain-specific solution for specific applications. The lack of cohesiveness among these tools introduces technology gaps, which lead to even more stovepipe solutions. An Analytics Center Framework (ACF) is an architectural concept to encapsulate scalable computational and data infrastructures to harmonize data, tools and computational resources that enable scientific investigations. The Apache Science Data Analytics Platform (SDAP) is a professional open source implementation of an ACF. It is an ensemble of big data technologies for Earth science that is optimized to leverage the elastic cloud or on-premise computing clusters. SDAP has a growing collection of webservice capabilities including:</p>
<ul>
<li>Satellite and model data analysis</li>
<li>Anomaly detection</li>
<li>In situ data integration and matchup</li>
<li>Fast data subsetting</li>
<li>ML-Driven search and discovery</li>
</ul>
<div align="center">
<figure>
<img src="images/sdap-timeline.png" width="900" alt="Timeline of SDAP's evolution to a mature Apache project" />
<figcaption>Timeline of SDAP's evolution to a mature Apache project</figcaption>
</figure>
</div>
<h2>Distributed SDAP</h2>
<p>The number of publicly hosted SDAP instances has grown over the years. By making their data and services available to the public, these discipline-specific SDAP instances are contributing to the global climate research effort. The federation of managed SDAP instances offers the following benefits:</p>
<ul>
<li>Reduces data replication and necessary egress (i.e. reduces the overall operation cost)</li>
<li>Harmonizes data and services (i.e. reduces learning and adaptation curves)</li>
<li>Independence from computing infrastructure (i.e. selects the best fit infrastructure)</li>
<li>Offers programming language-agnostic application and system interface (i.e. researchers should be free to use their preferred programming language)</li>
</ul>
<div align="center">
<figure>
<img src="images/distributed-acf.png" width="900" alt="Distributed SDAP" />
<figcaption>Distributed SDAP example diagram</figcaption>
</figure>
</div>
<div align="center">
<figure>
<img src="images/carousel-acf.jpg" width="900" alt="The architecture of SDAP." title="System Architecture." />
<figcaption>The architecture of SDAP.</figcaption>
</figure>
</div>
<!-- closing -->
<!-- <h2></h2> -->
<!-- <p></p> -->
<!-- footer -->
<nav class="navbar navbar-default">
<div class="navbar-header">
<a class="navbar-brand" href="">SDAP</a>
</div>
<div class="navbar-text pull-right">© 2017-2024 The Apache Software Foundation. Licensed under <a href="http://www.apache.org/licenses/LICENSE-2.0">Apache License 2.0</a>. <a href="https://privacy.apache.org/policies/privacy-policy-public.html">Privacy Policy</a><br/>
Apache SDAP, SDAP, Apache, the Apache feather logo, and the Apache SDAP project logo are trademarks of The Apache Software Foundation.</div>
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<script src="/js/jquery.min.js"></script>
<script src="/js/bootstrap.min.js"></script>
</div>
</body>
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