Merge pull request #95351 from uhabiba04/master

included additional content and minor format updates

Author: itechedit

articles/industry/agriculture/generate-maps.md

@@ -165,7 +165,7 @@ Soil moisture is the water that is held in the spaces between soil particl
 Ensure the following before you attempt to generate a Soil Moisture Heatmap:
 
 - At least three soil moisture sensors must be deployed. Microsoft recommends that you do not try to create a Soil Moisture map before sensors are deployed and associated with the farm.  
-- At least one cloud free Sentinel Scene must be available for the last 120 days, from the day for which the Soil Moisture map was requested.
+- Generate Soil Moisture Heatmap is influenced by Sentinel's path coverage, cloud cover and cloud shadow. At least one cloud free Sentinel Scene must be available for the last 120 days, from the day for which the Soil Moisture map was requested.
 - At least half of the sensors deployed on the farm must be online and have data streaming to the Data hub.
 - The Heatmap should be generated using sensor measures from the same provider.
 
@@ -215,6 +215,6 @@ Use the following steps:
 4. Select the **Sort** icon next to the table headers to sort according to Farm, Date, Created On, Job ID, and Job Type.
 5. Scroll through the list of maps available using the navigation buttons at the end of the page.
 6. Select the map you want to view. A pop-up window displays the preview for the selected map.
-7. Select **Download** drop-down menu to select the download format and the map is downloaded and stored in the local folder of your computer.
+7. Select **Download** drop-down menu to select the download format and the map is downloaded and stored in the specified folder.
 
     ![Project Farm Beats](./media/get-sensor-data-from-sensor-partner/download-soil-moisture-map-1.png)

articles/industry/agriculture/get-drone-imagery.md

@@ -50,7 +50,7 @@ Use the following steps:
 
     ```azurepowershell-interactive 
 
-    PS> ./generateCredentials.ps1   
+    ./generateCredentials.ps1   
 
     ```
 

articles/industry/agriculture/get-sensor-data-from-sensor-partner.md

@@ -56,7 +56,7 @@ Alternatively, you can generate the credentials by running this script from the
 
     ```azurepowershell-interactive 
 
-    PS> ./generateCredentials.ps1   
+    ./generateCredentials.ps1   
 
     ```
 7. Follow the onscreen instructions to capture the values. (API Endpoint, Tenant ID, Client ID, Client Secret and EventHub Connection String).

articles/industry/agriculture/imagery-partner-integration.md

@@ -93,7 +93,7 @@ Optionally, you can include query parameters on GET calls to filter, limit the s
 
 The below sample request is to get the list of devices:
 
-```
+```azurepowershell-interactive
 curl -X GET "https://microsoft-farmbeats.azurewebsites.net/Device" -H
 "Content-Type: application/json" -H
 "Authorization: Bearer <Access-Token>”
@@ -104,7 +104,7 @@ Most GET, POST, and PUT calls require a JSON request body.
 The below sample request is to create a device (This has an input JSON with the request body).
 
 
-```json
+```azurepowershell-interactive
 curl -X POST "https://microsoft-farmbeats.azurewebsites.net/Device" -H  
 "accept: application/json" -H  
 "Content-Type: application/json" -H "Authorization: Bearer <Access-Token>" -d

articles/industry/agriculture/ingest-historical-telemetry-data.md

@@ -45,11 +45,14 @@ Follow the below steps to generate these:
 
     ![Project Farm Beats](./media/for-tutorials/power-shell-two-1.png)
 
-5. Go to the directory where the files were uploaded (By default it gets uploaded to the home directory /home/username/.
+5. Go to the directory where the files were uploaded
+
+   >[!NOTE]
+   > By default, file gets uploaded to the home directory /home/username/.
 6. Run the script by using the command:  
 
     ```azurepowershell-interactive
-    PS> ./generateCredentials.ps1
+    ./generateCredentials.ps1
     ```
 
 7. Follow the onscreen instructions to complete the procedure.
@@ -122,7 +125,9 @@ FarmBeats Data hub uses bearer authentication, which needs the following credent
 
 Using the above credentials, the caller can request for an access token, which needs to be sent in the subsequent API requests in the header section as follows:
 
+```
 headers = *{"Authorization": "Bearer " + access_token, …}*
+```
 
 **HTTP Request Headers**:
 
@@ -156,8 +161,10 @@ Here are the most common request headers that need to be specified when making a
     "additionalProp3": {}
   }
 }
+```
 
 Device
+
 ```json
 {
   "deviceModelId": "string",
@@ -237,7 +244,7 @@ Sensor
 ```
 The below sample request is to create a device (This has an input json as payload with the request body).  
 
-```
+```azurepowershell-interactive
 curl -X POST "https://<datahub>.azurewebsites.net/Device" -H  
 "accept: application/json" -H  "Content-Type: application/json" -H
 "Authorization: Bearer <Access-Token>" -d "
@@ -263,6 +270,7 @@ Once you have a connection established as an EventHub client, you can send messa
 Convert the historical sensor data format to a canonical format that Azure FarmBeats understands. The canonical message format is as below:  
 
 
+
  ```
   {   
       “deviceid”: “<id of the Device created>”,