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<h2 style="box-sizing: border-box; margin-top: 0px; font-weight: bold; font-size: 24px; color: #336699; text-align: left;">Congratulations! You have reached the end of the Introduction to the Digital Earth Africa Sandbox training course.<a class="headerlink" href="https://training.digitalearthafrica.org/en/latest/Course_wrap-up.html#Congratulations!-You-have-reached-the-end-of-the-Digital-Earth-Africa-training-course." title="Permalink to this headline" style="box-sizing: border-box; color: #2980b9; text-decoration-line: none; cursor: pointer; display: inline-block; font-variant-numeric: normal; font-variant-east-asian: normal; font-weight: normal; font-stretch: normal; line-height: 1; font-family: inherit; font-size: 14px; text-rendering: auto; -webkit-font-smoothing: antialiased; visibility: hidden;"></a></h2>
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; color: #000000; text-align: left;"><strong>Over the six sessions, you have learnt how to: </strong></p>
<ul>
<li>Run data analysis notebooks in the Digital Earth Africa Sandbox.</li>
<li>Check data availability for an area of interest using the Digital Earth Africa Maps portal and Metadata Explorer.</li>
<li>Load Earth observation data from a variety of products, including Landsat 8 and Sentinel-2.</li>
<li>Recognise the importance of composite images in providing cloud-free scenes.</li>
<li>Understand band indices and their role in multi-spectral data analysis.</li>
<li>Select a suitable band index for analysis purposes.</li>
<li>Visualise data by plotting maps.</li>
</ul>
<p style="text-align: left;"><strong>In the Sandbox, you are able to:</strong></p>
<ul>
<li>Set up a notebook with common packages and functions.</li>
<li>Connect to the Open Data Cube to retrieve data.</li>
<li>Load data both with and without cloud masking.</li>
<li>Create geomedian composites.</li>
<li>Calculate band indices such as NDVI.</li>
<li>Construct complete case studies based on vegetation or water indices.</li>
</ul>
<p style="text-align: left;"><img src="https://learn.digitalearthafrica.org/asset-v1:digitalearthafrica+DEA101+2021+type@asset+block@finalpage_1.PNG" alt="Plot montage" /></p>
<p style="text-align: left;"><em style="box-sizing: border-box; color: #000000;">A snapshot of some of the different plots you have created over the course of the six training sessions.</em></p>
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<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; color: #000000; text-align: left;">You now have insight to Digital Earth Africa, and experience with the Sandbox. There are many ways you can take this further. To continue expanding your skills, here are some suggestions on exploring the platform capabilities and functions.</p>
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; color: #000000; text-align: left;"><span color="#000000" style="color: #000000;">Venturing outside of training material content means there is not always a solutions notebook available. Not to worry — if you run into any trouble or have any questions, you can <a href="https://helpdesk.digitalearthafrica.org/portal/en/community/digital-earth-africa" target="[object Object]">ask the community</a> or submit a ticket at the Digital Earth Africa Help Desk There are always people ready to help!</span></p>
<section id="1.-Complete-the-training-course-participant-survey" style="box-sizing: border-box; color: #000000;">
<h3 style="box-sizing: border-box; margin-top: 0px; font-weight: bold; font-size: 20px; color: #336699; text-align: left;">1. Complete the training course participant survey<a class="headerlink" href="https://training.digitalearthafrica.org/en/latest/Course_wrap-up.html#1.-Complete-the-training-course-participant-survey" title="Permalink to this headline" style="box-sizing: border-box; color: #2980b9; text-decoration-line: none; cursor: pointer; display: inline-block; font-variant-numeric: normal; font-variant-east-asian: normal; font-weight: normal; font-stretch: normal; line-height: 1; font-family: inherit; font-size: 14px; text-rendering: auto; -webkit-font-smoothing: antialiased; visibility: hidden;"></a></h3>
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; text-align: left;">Your feedback, suggestions and ideas are very important to us. Filling in the <a href="/courses/course-v1:digitalearthafrica+DEA101+2021/jump_to_id/7b8d7529548e4a8bb0b2f6999951b0a3" target="[object Object]">survey on the next page</a> will provide us with insight to continue refining and developing training material tailored for Digital Earth Africa users.</p>
</section>
<h3 style="box-sizing: border-box; margin-top: 0px; font-weight: bold; font-size: 20px; color: #336699; text-align: left;">2. Modify case studies for your area of interest<a class="headerlink" href="https://training.digitalearthafrica.org/en/latest/Course_wrap-up.html#2.-Modify-case-studies-for-your-area-of-interest" title="Permalink to this headline" style="box-sizing: border-box; color: #2980b9; text-decoration-line: none; cursor: pointer; display: inline-block; font-variant-numeric: normal; font-variant-east-asian: normal; font-weight: normal; font-stretch: normal; line-height: 1; font-family: inherit; font-size: 14px; text-rendering: auto; -webkit-font-smoothing: antialiased; visibility: hidden;"></a></h3>
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; text-align: left;">In Sessions 5 and 6, we built case studies looking at vegetation change with EVI, and water extent over time with Water Observations from Space (WOfS).</p>
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; text-align: left;">Make a copy of those notebooks and change the area of interest. You could investigate:</p>
<ul>
<li><span style="color: #3c3c3c;">NDVI or EVI over an area of cropland in your country</span></li>
<li><span style="color: #3c3c3c;">Water extent fluctuations over dams or water catchments</span></li>
</ul>
<section style="box-sizing: border-box; color: #000000;">
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; text-align: left;">You can also try selecting a different index from the <code class="docutils literal notranslate" style="box-sizing: border-box; font-family: SFMono-Regular, Menlo, Monaco, Consolas, 'Liberation Mono', 'Courier New', Courier, monospace; font-size: 12px; white-space: nowrap; max-width: 100%; background-image: initial; background-color: #ffffff; border: 1px solid #e1e4e5; padding: 2px 5px; color: #e74c3c; overflow-x: auto;"><span class="pre" style="box-sizing: border-box;">calculate_indices</span></code> function. The full list of available indices can be viewed by accessing the <strong>Tools</strong> folder in the Sandbox, and opening <code class="docutils literal notranslate" style="box-sizing: border-box; font-family: SFMono-Regular, Menlo, Monaco, Consolas, 'Liberation Mono', 'Courier New', Courier, monospace; font-size: 12px; white-space: nowrap; max-width: 100%; background-image: initial; background-color: #ffffff; border: 1px solid #e1e4e5; padding: 2px 5px; color: #e74c3c; overflow-x: auto;"><span class="pre" style="box-sizing: border-box;">deafrica_tools/bandindices.py</span></code>.</p>
</section>
<section id="3.-Consolidate-your-Python-knowledge-using-the-Python-basics-and-Beginner's-Guide-tutorials" style="box-sizing: border-box; color: #000000;">
<h3 style="box-sizing: border-box; margin-top: 0px; font-weight: bold; font-size: 20px; color: #336699; text-align: left;">3. Consolidate your Python knowledge using the Python basics and Beginner’s Guide tutorials<a class="headerlink" href="https://training.digitalearthafrica.org/en/latest/Course_wrap-up.html#3.-Consolidate-your-Python-knowledge-using-the-Python-basics-and-Beginner's-Guide-tutorials" title="Permalink to this headline" style="box-sizing: border-box; color: #2980b9; text-decoration-line: none; cursor: pointer; display: inline-block; font-variant-numeric: normal; font-variant-east-asian: normal; font-weight: normal; font-stretch: normal; line-height: 1; font-family: inherit; font-size: 14px; text-rendering: auto; -webkit-font-smoothing: antialiased; visibility: hidden;"></a></h3>
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; text-align: left;">During the six sessions, we gradually introduced Python coding concepts with hands-on examples. If you would like to study the theory behind some of the functions and commands we used, have a look at the <a class="reference internal" href="/courses/course-v1:digitalearthafrica+DEA101+2021/jump_to_id/8fe0db40f88a4b839b8850f44f0c55bc" style="box-sizing: border-box; color: #2980b9; text-decoration-line: none; cursor: pointer;" target="[object Object]">Extra session: Python basics</a> module, and the <strong style="box-sizing: border-box;">Beginners_guide</strong> folder in the Sandbox.</p>
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; text-align: left;">The <strong style="box-sizing: border-box;">Beginners_guide</strong> series of notebooks provide background information, code examples, and a range of applications. Some of this material will be familiar to you, but many of the notebooks contain extra details that can help solidify your understanding of the Sandbox mechanics.</p>
</section>
<section id="4.-Explore-real-world-examples" style="box-sizing: border-box; color: #000000;">
<h3 style="box-sizing: border-box; margin-top: 0px; font-weight: bold; font-size: 20px; color: #336699; text-align: left;">4. Explore real world examples<a class="headerlink" href="https://training.digitalearthafrica.org/en/latest/Course_wrap-up.html#4.-Explore-real-world-examples" title="Permalink to this headline" style="box-sizing: border-box; color: #2980b9; text-decoration-line: none; cursor: pointer; display: inline-block; font-variant-numeric: normal; font-variant-east-asian: normal; font-weight: normal; font-stretch: normal; line-height: 1; font-family: inherit; font-size: 14px; text-rendering: auto; -webkit-font-smoothing: antialiased; visibility: hidden;"></a></h3>
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; text-align: left;">The case studies we created in Sessions 5 and 6 were based off more complex analyses documented in the <strong style="box-sizing: border-box;">Real_world_examples</strong> folder of the Sandbox.</p>
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; text-align: left;">These case studies often have a few more data processing steps than the exercises in the training course. After reviewing the Beginner’s Guide contents, these steps should be more accessible and easy to understand.</p>
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; text-align: left;">Use the real world example notebooks to inspire your analysis and improve your data processing technique.</p>
</section>
<section id="5.-Advance-your-analysis-with-code-snippets" style="box-sizing: border-box; color: #000000;">
<h3 style="box-sizing: border-box; margin-top: 0px; font-weight: bold; font-size: 20px; color: #336699; text-align: left;">5. Advance your analysis with code snippets<a class="headerlink" href="https://training.digitalearthafrica.org/en/latest/Course_wrap-up.html#5.-Advance-your-analysis-with-code-snippets" title="Permalink to this headline" style="box-sizing: border-box; color: #2980b9; text-decoration-line: none; cursor: pointer; display: inline-block; font-variant-numeric: normal; font-variant-east-asian: normal; font-weight: normal; font-stretch: normal; line-height: 1; font-family: inherit; font-size: 14px; text-rendering: auto; -webkit-font-smoothing: antialiased; visibility: hidden;"></a></h3>
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; text-align: left;">Real world examples are great for generating ideas and providing examples of case study structure. However, when you are writing your own case studies, you may find code snippets in the <strong style="box-sizing: border-box;">Frequently_used_code</strong> folder even more helpful.</p>
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; text-align: left;">The <strong style="box-sizing: border-box;">Frequently_used_code</strong> folder contains a series of notebooks demonstrating code doing useful and common functions. This includes plotting boundary or contour lines, exporting files, incorporating external datasets and masking data. They can be easily adapted into your own notebooks.</p>
</section>
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<section id="Course-conclusion-&-wrap-up" style="box-sizing: border-box;">
<section id="Keep-in-contact" style="box-sizing: border-box;">
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; text-align: left;">Thank you for joining us to explore Digital Earth Africa. We hope you found the training course helpful and informative.</p>
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; text-align: left;">If you have any questions or feedback on the Digital Earth Africa training course, don’t hesitate to browse the FAQs or lodge a ticket at the <a href="https://helpdesk.digitalearthafrica.org/portal/en/home" target="[object Object]">Digital Earth Africa Help Desk</a>.</p>
<p style="box-sizing: border-box; line-height: 24px; margin: 0px 0px 24px; font-size: 16px; text-align: left;">We are always keen to see what our users have created — feel free to share your results by tagging us on Twitter at <a class="reference external" href="https://twitter.com/DEarthAfrica" target="_blank" style="box-sizing: border-box; color: #2980b9; text-decoration-line: none; cursor: pointer;">#DigitalEarthAfrica</a>.</p>
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<p style="font-size: 16px;">You can view your Knowledge Check, Quiz, and Survey progress in the Progress tab. If you have met the certificate requirements, there will be a <strong>View Certificate </strong>link. Click on the link to view and download your official course certificate.</p>
<p style="font-size: 16px;">You can repeat any failed quizzes without penalty.</p>
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<p style="box-sizing: border-box; line-height: 24px; margin: 0px; font-size: 16px; text-align: left;">Digital Earth Africa cannot manually issue course certificates. You must meet the minimum certificate requirements shown on the Progress page.</p>
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