Tools for UAS Image Analysis

Vegetation-Indices-Calculator

This tool calculates the minimum, mean, and maximum statistics of spectral bands and vegetation indices for your area of interest. The tool requires as an input a shapefile file that serves as the boundary for the individual plots. That layer must have a field named "New_ID" that contains the unique ID for your plots (plot number). In addition, the tool requires as an additional which a composite raster of the bands or individual bands (Red, Green, Blue, Rededge, and NIR) rasters, all in a .TIFF format. To download and learn more about this tool, please click on the link below.

Developed by Bazrafkan Aliasghar, 2023 - available at: Github.com/Vegetation-indices-calculator

Crop-Height-Metrics

This tool calculates statistical metrics of crop height for individual plots using DSM and DEM raster layers. The tool requires a as an input a shapefile file that contains both the boundaries for the individual plots and a field named "New_ID" that contains a unique plot ID for each plot. To download and learn more about this tool, please click on the link below.

Developed by Bazrafkan Aliasghar, 2023 - available at: github.com/Crop-Height-Metrics

Crop-Row-Length

Calculate the average crop row length in each plot based on the plot boundary and canopy cover layers. To download and learn more about this tool, please click on the link below.

Developed by Bazrafkan Aliasghar 2023 - available at: github.com/Plant-length-measurement

Export-Big-database-to-CSV

If you are using machine learning and deep learning models and need to export your feature layer with a big database (million rows of data) into csv file for feeding your model, using this script is highly recommended

Developed by Bazrafkan Aliasghar 2023 - available at: github.com/Export-Big-database-to-CSV

Drawing field trial plots using R scripts in QGIS

Developed by Diego Gris - available at https://github.com/diegojgris/draw-plots-qgis