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data-analysis.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>Data Analysis - Sohan PM</title>
<style>
body {
font-family: Arial, sans-serif;
margin: 0;
padding: 0;
background-color: #f4f4f4;
height: 100vh;
display: flex;
flex-direction: column;
}
header, footer, nav {
background-color: #003366;
color: white;
text-align: center;
padding: 10px 0;
position: fixed;
width: 100%;
z-index: 1000;
}
header {
top: 0;
}
nav {
top: 134px; /* Adjust based on header height */
background-color: #0055a5;
}
footer {
bottom: 0;
width: 100%;
position: fixed;
text-align: center;
}
nav a {
color: white;
text-decoration: none;
padding: 10px 20px;
display: inline-block;
}
nav a:hover {
background-color: #003366;
}
.container {
flex: 1;
overflow-y: auto;
padding: 20px 10%;
margin-top: 134px; /* Adjust based on header and nav height */
margin-bottom: 50px; /* Adjust based on footer height */
}
section {
padding: 20px 0;
border-bottom: 1px solid #cccccc;
}
.social-icons a {
color: white;
text-decoration: none;
margin: 0 10px;
font-size: 20px; /* Ensure icon size */
}
.social-icons a:hover {
color: #ffdd00;
}
</style>
<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.0.0-beta3/css/all.min.css">
</head>
<body>
<header>
<h1>Sohan PM</h1>
<p>Research Scholar in Physical Oceanography at CSIR-NIO, Goa</p>
</header>
<nav>
<a href="index.html">Home</a>
<a href="data-analysis.html">Data Analysis</a>
<a href="publications.html">Publications</a>
<a href="software-tools.html">Software Tools</a>
<a href="contact.html">Contact</a>
</nav>
<div class="container">
<section id="data-collection">
<h2>Data Collection and Preprocessing</h2>
<p>Describe the data sources (e.g., satellite data, in-situ measurements) and their characteristics (resolution, temporal coverage).</p>
<p>Outline any preprocessing steps such as data cleaning, quality control, and format conversion (e.g., NetCDF to CSV).</p>
</section>
<section id="eda">
<h2>Exploratory Data Analysis (EDA)</h2>
<p>Present summary statistics, histograms, and other visualizations to explore the characteristics of your data.</p>
<p>Identify any trends, anomalies, or patterns.</p>
</section>
<section id="statistical-analysis">
<h2>Statistical Analysis</h2>
<p>Detail the statistical methods used (e.g., regression analysis, time series analysis).</p>
<p>Interpret results and discuss their significance in the context of oceanographic processes.</p>
</section>
<section id="spatial-analysis">
<h2>Spatial Analysis</h2>
<p>Utilize geographic data analysis tools (e.g., xarray, cartopy) to analyze spatial patterns.</p>
<p>Create maps and visualizations to illustrate spatial relationships.</p>
</section>
<section id="temporal-analysis">
<h2>Temporal Analysis</h2>
<p>Analyze temporal trends and variability in oceanographic parameters over time.</p>
<p>Use time series analysis techniques to identify cycles or long-term changes.</p>
</section>
<section id="modeling">
<h2>Modeling</h2>
<p>Describe any numerical models or simulations used to complement your analysis.</p>
<p>Compare model outputs with observational data and discuss model validation.</p>
</section>
</div>
<footer>
<div class="social-icons">
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<a href="https://orcid.org/0000-0003-3180-4792" target="_blank" title="ORCID"><i class="fab fa-orcid"></i></a>
</div>
<p>Designed and administrated by Sohan PM.</p>
</footer>
</body>
</html>