write-up

_site/README.md

@@ -1,31 +1,28 @@
-# floodsense.github.io
-Documentation repo
-
-How does this repo work?
+## How does this repo work?
 
 This repo is built based on [just-the-docs](https://github.com/pmarsceill/just-the-docs) Jekyll theme. The `docs` folder contains all the pages as markdowns. On top of the markdown add this table based on how you want to locate the file.
 
-To add a file to the main index:
+### To add a file to the main index:
 
 | layout | title | nav_order |
 | ------- | ------------ | ----------- |
 | default | <title_here> | <nav_order> |
 
-To add a file to a folder:
+### To add a file to a folder:
 
 Create a folder and place the markdown inside this folder, example: 
 
 | layout | title | parent | permalink |
 | ------- | --------------------------- | ------------------ | ------------------------------------------------ |
 | default | Quality Assurance Procedure | Quality Management | /quality-management/quality-assurance-procedure/ |
 
-Testing Locally
-
-`cd floodsense.github.io`
-
-`bundle install`
+## Testing Locally
 
-`bundle exec jekyll serve --config _config_local.yml` 
+```
+cd floodsense.github.io
+bundle install
+bundle exec jekyll serve --config _config_local.yml
+```
 
 
 

_site/feed.xml

@@ -1 +1 @@
-<?xml version="1.0" encoding="utf-8"?><feed xmlns="http:https://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="4.2.0">Jekyll</generator><link href="/feed.xml" rel="self" type="application/atom+xml" /><link href="/" rel="alternate" type="text/html" /><updated>2021-09-07T14:03:59-04:00</updated><id>/feed.xml</id><title type="html">FloodNet Documentation</title><subtitle>FloodNet Documentation website</subtitle></feed>
+<?xml version="1.0" encoding="utf-8"?><feed xmlns="http:https://www.w3.org/2005/Atom" ><generator uri="https://jekyllrb.com/" version="4.2.0">Jekyll</generator><link href="/feed.xml" rel="self" type="application/atom+xml" /><link href="/" rel="alternate" type="text/html" /><updated>2021-09-07T15:44:26-04:00</updated><id>/feed.xml</id><title type="html">FloodNet Documentation</title><subtitle>FloodNet Documentation website</subtitle></feed>

docs/real-time-data-pipeline.markdown

@@ -46,11 +46,11 @@ This section details the important considerations and limitations of the Flood D
 
 ## 2.1 Ground truth Validation of Real-time Flood Depth Data
 
-To manually validate the Real-time Flood Depth Data, the FloodNet researchers have conducted a Manual Validation Experiment during the event of a flood on the July 23 at 8:30pm in {location}. Manual depth calculation is performed by manually capturing the depth readings from a standard measuring scale that has been installed on the same pole on which the sensor has been mounted.
+To validate the Real-time Flood Depth Data, the FloodNet researchers have conducted a validation experiment during the event of a flood on the July 23 at 8:30pm in Hamilton Beach. Depth calculation is performed manually by capturing the depth readings using a standard measuring scale that has been installed onto the same pole the sensor has been mounted.
 
 <img src="/assets/images/floodnet-researchers-in-action.jpg" width="400"/>
 
-The following figure shows the comparision of manual depth captured vs Flood-Depth Data processed from the Data-pipeline. The results verify the validation of the Flood Depth Data captured by the Real-time Flood Monitoring System.
+This manually collected data is compared to the depth data the sensor collected in real-time during the event of the flood. The following figure shows the comparison of manual depth captured vs Flood-Depth Data processed from the Data-pipeline. The results verify the validation of the Flood Depth Data captured by the Real-time Flood Monitoring System.
 
 <figure>
  <img