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spatialthoughts committed Nov 24, 2024
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60 changes: 33 additions & 27 deletions docs/end-to-end-gee.html
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Expand Up @@ -617,9 +617,9 @@ <h4 class="author">Ujaval Gandhi</h4>
Projects</a>
<ul>
<li><a href="#get-the-code" id="toc-get-the-code">Get the Code</a></li>
<li><a href="#project-1-drought-monitoring"
id="toc-project-1-drought-monitoring">Project 1: Drought
Monitoring</a></li>
<li><a href="#project-1-calculating-rainfall-deviation"
id="toc-project-1-calculating-rainfall-deviation">Project 1: Calculating
Rainfall Deviation</a></li>
<li><a href="#project-2-flood-mapping"
id="toc-project-2-flood-mapping">Project 2: Flood Mapping</a></li>
<li><a href="#project-3-extracting-time-series"
Expand Down Expand Up @@ -5766,52 +5766,57 @@ <h2>Get the Code</h2>
</p>
</div>
</div>
<div id="project-1-drought-monitoring" class="section level2">
<h2>Project 1: Drought Monitoring</h2>
<div id="project-1-calculating-rainfall-deviation"
class="section level2">
<h2>Project 1: Calculating Rainfall Deviation</h2>
<p>Calculating Rainfall Deviation from the 30-year mean using CHIRPS
Gridded Rainfall Data</p>
<p><a
href="https://www.youtube.com/watch?v=zHUCM3XLc6k&amp;list=PLppGmFLhQ1HJ5VhW6BZfhPX6spUcTY7SR"
target="_blank"><img src="images/end_to_end_gee/project_drought.png"
width="400" alt="Video" /></a></p>
target="_blank"><img
src="https://img.youtube.com/vi/zHUCM3XLc6k/mqdefault.jpg"
alt="Watch the Video" /></a></p>
<p><a
href="https://www.youtube.com/playlist?list=PLppGmFLhQ1HJ5VhW6BZfhPX6spUcTY7SR"
target="_blank">Start Guided Project</a></p>
href="https://www.youtube.com/watch?v=zHUCM3XLc6k&amp;list=PLppGmFLhQ1HJ5VhW6BZfhPX6spUcTY7SR"
target="_blank">Watch the Video ↗</a></p>
</div>
<div id="project-2-flood-mapping" class="section level2">
<h2>Project 2: Flood Mapping</h2>
<p>Rapid mapping of a flood using Sentinel-1 SAR Data.</p>
<p><a
href="https://www.youtube.com/watch?v=jYsK9Y4ICrY&amp;list=PLppGmFLhQ1HJzzKVS_4v8nBiXLYxAu100"
target="_blank"><img src="images/end_to_end_gee/project_flood.png"
width="400" alt="Video" /></a></p>
target="_blank"><img
src="https://img.youtube.com/vi/jYsK9Y4ICrY/mqdefault.jpg"
alt="Watch the Video" /></a></p>
<p><a
href="https://www.youtube.com/playlist?list=PLppGmFLhQ1HJzzKVS_4v8nBiXLYxAu100"
target="_blank">Start Guided Project</a></p>
href="https://www.youtube.com/watch?v=jYsK9Y4ICrY&amp;list=PLppGmFLhQ1HJzzKVS_4v8nBiXLYxAu100"
target="_blank">Watch the Video ↗</a></p>
</div>
<div id="project-3-extracting-time-series" class="section level2">
<h2>Project 3: Extracting Time-Series</h2>
<p>Extracting a 10-year NDVI time-series over multiple polygons using
MODIS data.</p>
<p><a
href="https://www.youtube.com/watch?v=LqSClCXrMl4&amp;list=PLppGmFLhQ1HJV1CctqanQvXQI1JmqGDDD"
target="_blank"><img src="images/end_to_end_gee/project_ndvi.png"
width="400" alt="Video" /></a></p>
target="_blank"><img
src="https://img.youtube.com/vi/LqSClCXrMl4/mqdefault.jpg"
alt="Watch the Video" /></a></p>
<p><a
href="https://www.youtube.com/playlist?list=PLppGmFLhQ1HJV1CctqanQvXQI1JmqGDDD"
target="_blank">Start Guided Project</a></p>
href="https://www.youtube.com/watch?v=LqSClCXrMl4&amp;list=PLppGmFLhQ1HJV1CctqanQvXQI1JmqGDDD"
target="_blank">Watch the Video ↗</a></p>
</div>
<div id="project-4-landcover-analysis" class="section level2">
<h2>Project 4: LandCover Analysis</h2>
<p>Use existing land cover products to extract specific classes and
compute statistics across many regions.</p>
<p><a
href="https://www.youtube.com/playlist?list=PLppGmFLhQ1HLN6ivbJJHLZbEYLdq5zgns"
target="_blank"><img src="images/end_to_end_gee/project_landcover.png"
width="400" alt="Video" /></a></p>
href="https://www.youtube.com/watch?v=B0E_dzO1J4g&amp;list=PLppGmFLhQ1HLl0St2wiOPePr58sKu0Vh1"
target="_blank"><img
src="https://img.youtube.com/vi/B0E_dzO1J4g/mqdefault.jpg"
alt="Watch the Video" /></a></p>
<p><a
href="https://www.youtube.com/playlist?list=PLppGmFLhQ1HLl0St2wiOPePr58sKu0Vh1"
target="_blank">Start Guided Project</a></p>
href="https://www.youtube.com/watch?v=B0E_dzO1J4g&amp;list=PLppGmFLhQ1HLl0St2wiOPePr58sKu0Vh1"
target="_blank">Watch the Video ↗</a></p>
</div>
<div id="project-5-extracting-nighttime-lights-statistics"
class="section level2">
Expand All @@ -5820,12 +5825,13 @@ <h2>Project 5: Extracting Nighttime Lights Statistics</h2>
land use in each Admin1 region in a country for each year from
2013-2021.</p>
<p><a
href="https://www.youtube.com/playlist?list=PLppGmFLhQ1HLN6ivbJJHLZbEYLdq5zgns"
target="_blank"><img src="images/end_to_end_gee/project_ntl.png"
width="400" alt="Video" /></a></p>
href="https://www.youtube.com/watch?v=_c-_UU9J6s0&amp;list=PLppGmFLhQ1HLN6ivbJJHLZbEYLdq5zgns"
target="_blank"><img
src="https://img.youtube.com/vi/_c-_UU9J6s0/mqdefault.jpg"
alt="Watch the Video" /></a></p>
<p><a
href="https://www.youtube.com/playlist?list=PLppGmFLhQ1HLN6ivbJJHLZbEYLdq5zgns"
target="_blank">Start Guided Project</a></p>
href="https://www.youtube.com/watch?v=_c-_UU9J6s0&amp;list=PLppGmFLhQ1HLN6ivbJJHLZbEYLdq5zgns"
target="_blank">Watch the Video ↗</a></p>
<div style="page-break-after: always;"></div>
</div>
</div>
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25 changes: 11 additions & 14 deletions end-to-end-gee.Rmd
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Expand Up @@ -1162,48 +1162,45 @@ If you do not see the repository in the *Reader* section, click *Refresh reposit
knitr::include_graphics('images/end_to_end_gee/repository_cache.png')
```

## Project 1: Drought Monitoring
## Project 1: Calculating Rainfall Deviation

Calculating Rainfall Deviation from the 30-year mean using CHIRPS Gridded Rainfall Data

[![Video](images/end_to_end_gee/project_drought.png){width="400px"}](https://www.youtube.com/watch?v=zHUCM3XLc6k&list=PLppGmFLhQ1HJ5VhW6BZfhPX6spUcTY7SR){target="_blank"}

[Start Guided Project](https://www.youtube.com/playlist?list=PLppGmFLhQ1HJ5VhW6BZfhPX6spUcTY7SR){target="_blank"}
[![Watch the Video](https://img.youtube.com/vi/zHUCM3XLc6k/mqdefault.jpg)](https://www.youtube.com/watch?v=zHUCM3XLc6k&list=PLppGmFLhQ1HJ5VhW6BZfhPX6spUcTY7SR){target="_blank"}

[Watch the Video &#8599;](https://www.youtube.com/watch?v=zHUCM3XLc6k&list=PLppGmFLhQ1HJ5VhW6BZfhPX6spUcTY7SR){target="_blank"}

## Project 2: Flood Mapping

Rapid mapping of a flood using Sentinel-1 SAR Data.

[![Video](images/end_to_end_gee/project_flood.png){width="400px"}](https://www.youtube.com/watch?v=jYsK9Y4ICrY&list=PLppGmFLhQ1HJzzKVS_4v8nBiXLYxAu100){target="_blank"}
[![Watch the Video](https://img.youtube.com/vi/jYsK9Y4ICrY/mqdefault.jpg)](https://www.youtube.com/watch?v=jYsK9Y4ICrY&list=PLppGmFLhQ1HJzzKVS_4v8nBiXLYxAu100){target="_blank"}

[Start Guided Project](https://www.youtube.com/playlist?list=PLppGmFLhQ1HJzzKVS_4v8nBiXLYxAu100){target="_blank"}
[Watch the Video &#8599;](https://www.youtube.com/watch?v=jYsK9Y4ICrY&list=PLppGmFLhQ1HJzzKVS_4v8nBiXLYxAu100){target="_blank"}

## Project 3: Extracting Time-Series

Extracting a 10-year NDVI time-series over multiple polygons using MODIS data.

[![Video](images/end_to_end_gee/project_ndvi.png){width="400px"}](https://www.youtube.com/watch?v=LqSClCXrMl4&list=PLppGmFLhQ1HJV1CctqanQvXQI1JmqGDDD){target="_blank"}

[Start Guided Project](https://www.youtube.com/playlist?list=PLppGmFLhQ1HJV1CctqanQvXQI1JmqGDDD){target="_blank"}
[![Watch the Video](https://img.youtube.com/vi/LqSClCXrMl4/mqdefault.jpg)](https://www.youtube.com/watch?v=LqSClCXrMl4&list=PLppGmFLhQ1HJV1CctqanQvXQI1JmqGDDD){target="_blank"}

[Watch the Video &#8599;](https://www.youtube.com/watch?v=LqSClCXrMl4&list=PLppGmFLhQ1HJV1CctqanQvXQI1JmqGDDD){target="_blank"}

## Project 4: LandCover Analysis

Use existing land cover products to extract specific classes and compute statistics across many regions.

[![Video](images/end_to_end_gee/project_landcover.png){width="400px"}](https://www.youtube.com/playlist?list=PLppGmFLhQ1HLN6ivbJJHLZbEYLdq5zgns){target="_blank"}
[![Watch the Video](https://img.youtube.com/vi/B0E_dzO1J4g/mqdefault.jpg)](https://www.youtube.com/watch?v=B0E_dzO1J4g&list=PLppGmFLhQ1HLl0St2wiOPePr58sKu0Vh1){target="_blank"}

[Start Guided Project](https://www.youtube.com/playlist?list=PLppGmFLhQ1HLl0St2wiOPePr58sKu0Vh1){target="_blank"}
[Watch the Video &#8599;](https://www.youtube.com/watch?v=B0E_dzO1J4g&list=PLppGmFLhQ1HLl0St2wiOPePr58sKu0Vh1){target="_blank"}

## Project 5: Extracting Nighttime Lights Statistics

Calculate the sum of Nighttime Lights (NTL) for urban and agriculture land use in each Admin1 region in a country for each year from 2013-2021.

[![Video](images/end_to_end_gee/project_ntl.png){width="400px"}](https://www.youtube.com/playlist?list=PLppGmFLhQ1HLN6ivbJJHLZbEYLdq5zgns){target="_blank"}

[Start Guided Project](https://www.youtube.com/playlist?list=PLppGmFLhQ1HLN6ivbJJHLZbEYLdq5zgns){target="_blank"}
[![Watch the Video](https://img.youtube.com/vi/_c-_UU9J6s0/mqdefault.jpg)](https://www.youtube.com/watch?v=_c-_UU9J6s0&list=PLppGmFLhQ1HLN6ivbJJHLZbEYLdq5zgns){target="_blank"}

[Watch the Video &#8599;](https://www.youtube.com/watch?v=_c-_UU9J6s0&list=PLppGmFLhQ1HLN6ivbJJHLZbEYLdq5zgns){target="_blank"}

\newpage

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