Bangladesh Weather Dataset (1901 - 2023)

<h1>📊 Dataset README (Updated with Temporal Coverage) 📈</h1>

<h2>Overview 🌐</h2>

<p>This README document provides detailed information about a dataset that combines temperature 🌡️ and rainfall 🌧️ data. The temperature data is sourced from NASA's POWER Project, and the rainfall data is obtained from the Humanitarian Data Exchange (HDX) website, specifically focusing on Bangladesh rainfall data.</p>

<h3>Temperature Data Source 🔥</h3>
<ul>
<li><strong>Source</strong>: NASA's POWER (Prediction of Worldwide Energy Resources) Data Access Viewer</li>
<li><strong>URL</strong>: <a href="https://power.larc.nasa.gov/data-access-viewer/">NASA POWER Data Access Viewer</a></li>
<li><strong>Description</strong>: The POWER Project provides solar and meteorological data sets, primarily intended for renewable energy, sustainable buildings, agriculture, and other related applications. The temperature data from this source is a part of NASA's global meteorological data.</li>
</ul>

<h3>Rainfall Data Source 🌧️</h3>
<ul>
<li><strong>Source</strong>: Humanitarian Data Exchange (HDX)</li>
<li><strong>URL</strong>: <a href="https://data.humdata.org/dataset/bgd-rainfall-subnational">Bangladesh Rainfall Data - HDX</a></li>
<li><strong>Description</strong>: HDX hosts various humanitarian data including climate and weather-related datasets. The rainfall data for Bangladesh is part of their collection, providing detailed subnational rainfall statistics.</li>
</ul>

<h2>Dataset Description 📝</h2>

<h3>Composition 📊</h3>
<p>The dataset is a combination of the temperature and rainfall data, aligned by date to facilitate joint analysis. The key components are:</p>
<ul>
<li><strong>Temperature Data (`tem`)</strong>: Represents the monthly average temperature, presumably in degrees Celsius.</li>
<li><strong>Rainfall Data (`rain`)</strong>: Indicates monthly total rainfall, presumably measured in millimeters.</li>
</ul>

<h3>Structure 🏗️</h3>
<p>The dataset is structured into a CSV file with the following columns:</p>
<ul>
<li><code>tem</code>: Average temperature for the month.</li>
<li><code>Month</code>: The month for the data point, ranging from 1 (January) to 12 (December).</li>
<li><code>Year</code>: The year of the data point.</li>
<li><code>rain</code>: Total rainfall for the month.</li>
</ul>

<h3>Temporal Coverage 📆</h3>
<ul>
<li><strong>Earliest Date</strong>: 1901</li>
<li><strong>Latest Date</strong>: 2023</li>
</ul>
<p>This dataset provides a historical perspective on climate trends from the earliest year of 1901 to the most recent data available up to 2023.</p>

<h3>Usage and Applications 🚀</h3>
<p>This dataset is particularly useful for studying climatic patterns, seasonal changes, and long-term climate trends. Applications include but are not limited to:</p>
<ul>
<li>Climatological research and climate change studies.</li>
<li>Agricultural planning and forecasting.</li>
<li>Environmental and ecological studies.</li>
<li>Resource management and planning in sectors sensitive to climatic variations.</li>
</ul>

<h3>Limitations and Considerations 🚧</h3>
<ul>
<li><strong>Geographical Specificity</strong>: The rainfall data is specific to Bangladesh and may not represent global patterns.</li>
<li><strong>Data Integration</strong>: The temperature and rainfall data come from two different sources; users should consider potential discrepancies in data collection methods and accuracy.</li>
</ul>

<h3>Updates and Maintenance 🔄</h3>
<ul>
<li><strong>Data Update Frequency</strong>: Check the source websites for the update frequency and availability of more recent data.</li>
<li><strong>Last Updated</strong>: Refer to the source websites for the last update date of the data.</li>
</ul>

<h2>Licensing and Usage Rights ©️</h2>
<p>Users should refer to the respective source websites for information on licensing and usage rights. It is important to adhere to the terms and conditions set by the data providers.</p>

<h2>Contact Information 📞</h2>
<p>For specific queries related to the temperature or rainfall data, users should contact the respective data providers through their official communication channels provided on their websites.</p>