The intention of this project is to enable a "spot spraying" functionality in AGOpenGPS, meaning that only smaller spots of a field can be applied in AGOpenGPS with automatic section control. As we did not want to change or modify the AGOpenGPS code, we use the following workaround:
- AOG saves all applied areas in a local file called Sections.txt
- We will generate such a Sections.txt file in that way, that all areas where we do not want to apply are already applied and only the delta area remains
- We do this basically by subtracting two vector layers in QGIS software; the first layer is our field area, the other layer contains polygons marking our spots we want to apply on; the delta of the two layers is what we need to generate the Sections.txt for
- To lower the geometric challange, the delta layer is filled with a mesh of squares; we use two sizes of squares, to balance the amount of squares on large, unapplied areas and also to have a higher accuracy on edges, etc.
- This is done with small QGIS processing script written in python
The field boundaries can be simply taken from AOG fields folder - the Fields.kml
You can import the file directly to QGIS as a vector layer
There are several approaches and ideas on how to record the weed spots in the field
One option we work on is a handheld device / smartphone app where you can record weed spots by walking around them in the field. If you are interested in this project have a look here.
Another option would be to have drohnes flying and recording appearances of weed, either by manual postprocessing in QGIS or similar or by the use of computer vision.
Step by step tutorial, tested with QGIS 3.20.2 & AGOpenGPS 5.5
Open QGIS and go to Processing -> Toolbox in the menu to display the toolbox
Add script to Toolbox
Naviagte to the folder where you have stored AOG_Conversion_v2.py and add the file.
After successful import, a new folder Scripts is added to the Toolbox, as well as a Group AGOpenGPS where you find the script.
Prerequisites:
- KML file (preferabla AOG Fields.kml) or similar with the boundaries of your field
- A file (KML, shape, ...) that contains polygons which mark weeds in the above field
Create new project in QGIS
- Set your project Coordinate Reference System CRS to a Projected Coordinate System that fits your region, e.g. EPSG:32632
- Add Google Earth view under Folder XYZ tiles
- Add a new vector layer with your field bounaries
- Add a new vector layer with your weed spots / polygons
- Zoom to your layer
- Navigate to the processing script in the processing toolbox via Scripts -> AGOpenGPS -> Section file creator for AGOpenGPS and right-click to the script
- Choose Execute
- Enter necessary parameters for processing
- Field boundary - this is your layer with the boundaries, e.g. Field Boundaries
- Layer with weeds - this is your layer with the weeds, e.g. weeds
- Grid CRS - this is the CRS used for grid calculation and defaulted to your project CRS; you can leave the default
- Size for small grid - this is the size for the small grid calculation; defaults to 1 m
- Size for large grid - this is the size for the large grid calculation; defaults to 10 m
- AOG fields file - enter the path to your AOG Fields.txt file
- Applied Section Color - Color, you can leave the default
- Sections layer - the generated layer, you can leave the default
- Sections.txt output for AOG - enter a file path to a AOG Section.txt file that shall be written
- Hit the run button
Processing can take a while...
When the script has finished, a new layer should be generated and you should see how the difference area between field boundaries and weed spots are filled with quadrats of size 1 meter or 10 meter.
In parallel, the Sections.txt file has been written with those quadrat patches.
Copy the Sections.txt file that was written by the script to your AOG fields folder
Start AOG and open the field; the full field area should be applied already, only thee weed spots should be left out
Now you can turn on section control in AOG and only apply to the weed spots. Happy spot spraying!
