finishing up on wk4, wk6, starting wk7

.quarto/_freeze/index/execute-results/html.json

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-    "markdown": "# Preface {.unnumbered}\n\nThis is a Quarto book.\n\nTo learn more about Quarto books visit <https://quarto.org/docs/books>.\n\n\n::: {.cell}\n\n```{.r .cell-code}\nprint(\"hello this is Week 1\")\n```\n\n::: {.cell-output .cell-output-stdout}\n```\n[1] \"hello this is Week 1\"\n```\n:::\n:::\n",
-    "supporting": [],
+    "markdown": "# Preface {.unnumbered}\n\nA few disclaimers:\n\nSpecial thanks:\n\nTo learn more about Quarto books visit <https://quarto.org/docs/books>.\n\n\n::: {.cell}\n\n```{.r .cell-code}\nprint(\"hello this is Week 1\")\n```\n\n::: {.cell-output .cell-output-stdout}\n```\n[1] \"hello this is Week 1\"\n```\n:::\n:::\n",
+    "supporting": [
+      "index_files"
+    ],
     "filters": [
       "rmarkdown/pagebreak.lua"
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.quarto/cites/index.json

@@ -1 +1 @@
-{"summary.qmd":[],"references.qmd":[],"index.qmd":[],"week4.qmd":["maclachlan2017urban","trinder2020","milne1986use"],"week1.qmd":["navalgund2007remote","wilkinson1999recent"],"week3.qmd":["kaufman1992atmospherically","wilson2002detection","huete1988soil","qi1994modified","gitelson1996use","huete2002overview","gao1996ndwi","ma2019deep","yan2020semi"],"rs_acronym.qmd":[],"week5.qmd":[],"intro.qmd":[],"week6.qmd":[],"week2.qmd":[]}
+{"index.qmd":[],"week1.qmd":["navalgund2007remote","wilkinson1999recent"],"intro.qmd":[],"week5.qmd":[],"rs_acronym.qmd":[],"summary.qmd":[],"week6.qmd":[],"week4.qmd":["maclachlan2017urban","sentinel","tiernan2020australias","trinder2020","milne1986use","kochanski2021integration"],"week7.qmd":[],"week3.qmd":["kaufman1992atmospherically","wilson2002detection","huete1988soil","qi1994modified","gitelson1996use","huete2002overview","gao1996ndwi","ma2019deep","yan2020semi","xue2017significant","zhu2017change"],"references.qmd":[],"week2.qmd":[]}

.quarto/xref/44b14371

@@ -1 +1 @@
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+{"entries":[],"headings":["wildfire-monitoring-for-air-quality-with-remote-sensing","case-study-and-policy-implications-for-the-greater-melbourne-area","reflection","concept-illustration-video"],"options":{"chapters":true}}

.quarto/xref/4a61a70e

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-{"headings":[],"entries":[],"options":{"chapters":true}}
+{"entries":[],"options":{"chapters":true},"headings":[]}

.quarto/xref/4dff5b72

@@ -1 +1 @@
-{"options":{"chapters":true},"entries":[],"headings":["overview","remote-sensing-overview","case-study-of-bristol","results","reflections"]}
+{"entries":[],"headings":["overview","remote-sensing-overview","case-study-of-bristol","results","reflections"],"options":{"chapters":true}}

.quarto/xref/5ffed545

@@ -1 +1 @@
-{"entries":[],"headings":["preface"],"options":{"chapters":true}}
+{"headings":["preface"],"options":{"chapters":true},"entries":[]}

.quarto/xref/61fdca82

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+{"entries":[],"options":{"chapters":true},"headings":[]}

.quarto/xref/766f706a

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+{"options":{"chapters":true},"entries":[],"headings":[]}

.quarto/xref/INDEX

@@ -31,5 +31,8 @@
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+  },
+  "week7.qmd": {
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 }

.quarto/xref/ef7f8ee6

@@ -1 +1 @@
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+{"entries":[],"headings":["case-study-of-bristol---continued","reflection"],"options":{"chapters":true}}

.quarto/xref/fe6686ef

@@ -1 +1 @@
-{"headings":["temperature-and-urban-heat-island","group-assessment-key-points"],"options":{"chapters":true},"entries":[]}
+{"headings":["temperature-and-urban-heat-island","group-assessment-key-points"],"entries":[],"options":{"chapters":true}}

README.md

@@ -1 +1 @@
-Remote Sensing Repo for Learning Diary
+Remote Sensing Module Learning Diary

_quarto.yml

@@ -15,6 +15,7 @@ book:
     - week4.qmd
     - week5.qmd
     - week6.qmd
+    - week7.qmd
     - summary.qmd
     - rs_acronym.qmd
     - references.qmd

docs/index.html

@@ -179,7 +179,13 @@
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./week6.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">Week 6 Google Earth Engine</span></a>
+ <span class="menu-text">Week 6 Introduction to Google Earth Engine</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./week7.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Week 7 Classification with Google Earth Engine</span></a>
   </div>
 </li>
         <li class="sidebar-item">
@@ -248,7 +254,8 @@ <h1 class="title">CASA 0023 Remote Sensing Learning Diary</h1>
 
 <section id="preface" class="level1 unnumbered">
 <h1 class="unnumbered">Preface</h1>
-<p>This is a Quarto book.</p>
+<p>A few disclaimers:</p>
+<p>Special thanks:</p>
 <p>To learn more about Quarto books visit <a href="https://quarto.org/docs/books" class="uri">https://quarto.org/docs/books</a>.</p>
 <div class="cell">
 <div class="sourceCode cell-code" id="cb1"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb1-1"><a href="#cb1-1" aria-hidden="true" tabindex="-1"></a><span class="fu">print</span>(<span class="st">"hello this is Week 1"</span>)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>

docs/intro.html

@@ -146,6 +146,12 @@
   <a href="./week6.html" class="sidebar-item-text sidebar-link">
  <span class="menu-text">Week 6 Introduction to Google Earth Engine</span></a>
   </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./week7.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Week 7 Classification with Google Earth Engine</span></a>
+  </div>
 </li>
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
@@ -194,7 +200,7 @@ <h1 class="title">Introduction</h1>
 </header>
 
 <p>Hi, welcome to my CASA0023 Learning Diary. A bit about myself:</p>
-<p>I am an engineer by training. Graduated from University of Alberta in 2015 with a B.Sc in Electrical Engineering. Been working in the ITS industry since. I’ve also got a Master of Information Technology from Monash University in 2019. Working as a graduate engineer in Melbourne for a few years and then product/solutions manager in the autonomous driving and smart cities industry.</p>
+<p>I am an engineer by training. Graduated from University of Alberta in 2015 with a B.Sc in Electrical Engineering. Been working in the ITS(Intelligent Transportation Systems) industry since. I’ve also got a Master of Information Technology from Monash University in 2019. Working as a graduate engineer in Melbourne for a few years and then product/solutions manager in the autonomous driving and smart cities industry.</p>
 <p>I am interested in transportation and urban evolution mostly. My career will be focusing on urban mobility and smart transportation from this degree on.</p>
 <p>Besides working on transportation challenges, I like to imagine how technology will evolve with us, humanity, into the future. Read and watched quite a few science fictions and learning about random subjects. For example, I was into hand-made Corsi-Rosenthal boxes during 2021 and 2022.</p>
 <div class="quarto-figure quarto-figure-center">

docs/references.html

@@ -144,7 +144,7 @@
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./week3.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">Week 3 Corrections</span></a>
+ <span class="menu-text">Week 3 Atmosphere Corrections</span></a>
   </div>
 </li>
         <li class="sidebar-item">
@@ -162,7 +162,13 @@
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./week6.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">Week 6 Google Earth Engine</span></a>
+ <span class="menu-text">Week 6 Introduction to Google Earth Engine</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./week7.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Week 7 Classification with Google Earth Engine</span></a>
   </div>
 </li>
         <li class="sidebar-item">
@@ -174,7 +180,7 @@
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./rs_acronym.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text"><span class="chapter-number">1</span>&nbsp; <span class="chapter-title">Common Acronyms in Remote Sensing</span></span></a>
+ <span class="menu-text">Common Acronyms in Remote Sensing</span></a>
   </div>
 </li>
         <li class="sidebar-item">
@@ -212,17 +218,74 @@ <h1 class="title">References</h1>
 </header>
 
 <div id="refs" class="references csl-bib-body hanging-indent" role="list">
+<div id="ref-sentinel" class="csl-entry" role="listitem">
+Dolenc, Sabina. 2019. <span>“Sentinel-5P L2 - Sentinel Hub.”</span> <a href="https://sentinel-hub.com/en/api/products/S5PL2">https://sentinel-hub.com/en/api/products/S5PL2</a>.
+</div>
+<div id="ref-gao1996ndwi" class="csl-entry" role="listitem">
+Gao, Bo-Cai. 1996. <span>“NDWI—a Normalized Difference Water Index for
+Remote Sensing of Vegetation Liquid Water from Space.”</span> <em>Remote
+Sensing of Environment</em> 58 (3): 257–66.
+</div>
+<div id="ref-gitelson1996use" class="csl-entry" role="listitem">
+Gitelson, Anatoly A, Yoram J Kaufman, and Mark N Merzlyak. 1996.
+<span>“Use of a Green Channel in Remote Sensing of Global Vegetation
+from EOS-MODIS.”</span> <em>Remote Sensing of Environment</em> 58 (3):
+289–98.
+</div>
+<div id="ref-huete2002overview" class="csl-entry" role="listitem">
+Huete, Alfredo, Kamel Didan, Tomoaki Miura, E Patricia Rodriguez, Xiang
+Gao, and Laerte G Ferreira. 2002. <span>“Overview of the Radiometric and
+Biophysical Performance of the MODIS Vegetation Indices.”</span>
+<em>Remote Sensing of Environment</em> 83 (1-2): 195–213.
+</div>
+<div id="ref-huete1988soil" class="csl-entry" role="listitem">
+Huete, AR. 1988. <span>“A Soil-Adjusted Vegetation Index (SAVI). Remote
+Ssensing of Environment, 25, 295-309.”</span>
+</div>
+<div id="ref-kaufman1992atmospherically" class="csl-entry" role="listitem">
+Kaufman, Yoram J, and Didier Tanre. 1992. <span>“Atmospherically
+Resistant Vegetation Index (ARVI) for EOS-MODIS.”</span> <em>IEEE
+Transactions on Geoscience and Remote Sensing</em> 30 (2): 261–70.
+</div>
+<div id="ref-kochanski2021integration" class="csl-entry" role="listitem">
+Kochanski, Adam K, Farren Herron-Thorpe, Derek V Mallia, Jan Mandel, and
+Joseph K Vaughan. 2021. <span>“Integration of a Coupled Fire-Atmosphere
+Model into a Regional Air Quality Forecasting System for Wildfire
+Events.”</span> <em>Frontiers in Forests and Global Change</em> 4:
+728726.
+</div>
+<div id="ref-ma2019deep" class="csl-entry" role="listitem">
+Ma, Lei, Yu Liu, Xueliang Zhang, Yuanxin Ye, Gaofei Yin, and Brian Alan
+Johnson. 2019. <span>“Deep Learning in Remote Sensing Applications: A
+Meta-Analysis and Review.”</span> <em>ISPRS Journal of Photogrammetry
+and Remote Sensing</em> 152: 166–77.
+</div>
 <div id="ref-maclachlan2017urban" class="csl-entry" role="listitem">
 MacLachlan, Andrew, Eloise Biggs, Gareth Roberts, and Bryan Boruff.
 2017. <span>“Urban Growth Dynamics in Perth, Western Australia: Using
 Applied Remote Sensing for Sustainable Future Planning.”</span>
 <em>Land</em> 6 (1): 9.
 </div>
+<div id="ref-milne1986use" class="csl-entry" role="listitem">
+Milne, Anthony Kinnaird. 1986. <span>“The Use of Remote Sensing in
+Mapping and Monitoring Vegetational Change Associated with Bushfire
+Events in Eastern Australia.”</span> <em>Geocarto International</em> 1
+(1): 25–32.
+</div>
 <div id="ref-navalgund2007remote" class="csl-entry" role="listitem">
 Navalgund, Ranganath R, V Jayaraman, and PS Roy. 2007. <span>“Remote
 Sensing Applications: An Overview.”</span> <em>Current Science</em>,
 1747–66.
 </div>
+<div id="ref-qi1994modified" class="csl-entry" role="listitem">
+Qi, Jiaguo, Abdelghani Chehbouni, Alfredo R Huete, Yann H Kerr, and
+Soroosh Sorooshian. 1994. <span>“A Modified Soil Adjusted Vegetation
+Index.”</span> <em>Remote Sensing of Environment</em> 48 (2): 119–26.
+</div>
+<div id="ref-tiernan2020australias" class="csl-entry" role="listitem">
+Tiernan, Finbar, and Eamonn O’Mallon. 2020. <span>“Australia’s 2019–20
+Bushfire Season.”</span> <em>The Canberra Times</em>, January. <a href="https://www.canberratimes.com.au/story/6600958/australias-2019-20-bushfire-season/">https://www.canberratimes.com.au/story/6600958/australias-2019-20-bushfire-season/</a>.
+</div>
 <div id="ref-trinder2020" class="csl-entry" role="listitem">
 Trinder, John, and Qingxiang Liu. 2020. <span>“Assessing Environmental
 Impacts of Urban Growth Using Remote Sensing.”</span> <em>Geo-Spatial
@@ -235,6 +298,28 @@ <h1 class="title">References</h1>
 Remote Sensing: Proceedings of Concerted Action MAVIRIC (Machine Vision
 in Remotely Sensed Image Comprehension)</em>, 5–11.
 </div>
+<div id="ref-wilson2002detection" class="csl-entry" role="listitem">
+Wilson, Emily Hoffhine, and Steven A Sader. 2002. <span>“Detection of
+Forest Harvest Type Using Multiple Dates of Landsat TM Imagery.”</span>
+<em>Remote Sensing of Environment</em> 80 (3): 385–96.
+</div>
+<div id="ref-xue2017significant" class="csl-entry" role="listitem">
+Xue, Jinru, Baofeng Su, et al. 2017. <span>“Significant Remote Sensing
+Vegetation Indices: A Review of Developments and Applications.”</span>
+<em>Journal of Sensors</em> 2017.
+</div>
+<div id="ref-yan2020semi" class="csl-entry" role="listitem">
+Yan, Peiyao, Feng He, Yajie Yang, and Fei Hu. 2020.
+<span>“Semi-Supervised Representation Learning for Remote Sensing Image
+Classification Based on Generative Adversarial Networks.”</span>
+<em>IEEE Access</em> 8: 54135–44.
+</div>
+<div id="ref-zhu2017change" class="csl-entry" role="listitem">
+Zhu, Zhe. 2017. <span>“Change Detection Using Landsat Time Series: A
+Review of Frequencies, Preprocessing, Algorithms, and
+Applications.”</span> <em>ISPRS Journal of Photogrammetry and Remote
+Sensing</em> 130: 370–84.
+</div>
 </div>
 
 
@@ -476,7 +561,7 @@ <h1 class="title">References</h1>
 <nav class="page-navigation">
   <div class="nav-page nav-page-previous">
       <a href="./rs_acronym.html" class="pagination-link">
-        <i class="bi bi-arrow-left-short"></i> <span class="nav-page-text"><span class="chapter-number">1</span>&nbsp; <span class="chapter-title">Common Acronyms in Remote Sensing</span></span>
+        <i class="bi bi-arrow-left-short"></i> <span class="nav-page-text">Common Acronyms in Remote Sensing</span>
       </a>          
   </div>
   <div class="nav-page nav-page-next">

docs/rs_acronym.html

@@ -144,7 +144,13 @@
         <li class="sidebar-item">
   <div class="sidebar-item-container"> 
   <a href="./week6.html" class="sidebar-item-text sidebar-link">
- <span class="menu-text">Week 6 Google Earth Engine</span></a>
+ <span class="menu-text">Week 6 Introduction to Google Earth Engine</span></a>
+  </div>
+</li>
+        <li class="sidebar-item">
+  <div class="sidebar-item-container"> 
+  <a href="./week7.html" class="sidebar-item-text sidebar-link">
+ <span class="menu-text">Week 7 Classification with Google Earth Engine</span></a>
   </div>
 </li>
         <li class="sidebar-item">
@@ -201,12 +207,13 @@ <h1 class="title">Common Acronyms in Remote Sensing</h1>
 <p>GNDVI (Green Normalized Difference Vegetation Index)</p>
 <p>GPS: Global Positioning System</p>
 <p>Landsat: Land Satellite</p>
-<p>LIDAR: Light Detection and Ranging</p>
+<p><a href="https://en.wikipedia.org/wiki/Lidar">LiDAR</a>: Light Detection and Ranging</p>
 <p>MODIS: Moderate Resolution Imaging Spectroradiometer</p>
-<p>MSAVI (Modified Soil-Adjusted Vegetation Index)</p>
+<p><a href="./week3.html">MSAVI (Modified Soil-Adjusted Vegetation Index)</a></p>
 <p>NDMI: Normalized Difference Moisture Index.</p>
 <p>NDVI: Normalized Difference Vegetation Index</p>
 <p>NDWI (Normalized Difference Water Index)</p>
+<p>NOAA: <a href="https://oceanservice.noaa.gov/about/">National Oceanic and Atmospheric Administration</a></p>
 <p>PCA: Principal Component Analysis</p>
 <p>POI: Point of Interest</p>
 <p>ROI: Region of Interest</p>