[general]
name=Precision Zones
qgisMinimumVersion=3.34
version=2.1.0
category=Analysis
icon=icon.png
author=Derlei Melo, Isabella Cunha, Lucas Amaral (FEAGRI - UNICAMP)
email=derleiengagro@gmail.com
license=GPL-2.0-or-later

description=Create management zones from rasters using PCA and K-Means with Elbow and Silhouette metrics, plus resampling, variance-reduction analysis, optional zone smoothing (Mode Filter), and rich CSV/PNG exports. PCA table now includes Eigenvalue (λ).

about=Features:
  - Resampling & raster value extraction inside a boundary.
  - PCA with explained variance table (incl. Eigenvalue λ) and CSV export.
  - K-Means clustering with Elbow curve and Silhouette score; export indices; generate zones as a raster.
  - Optional zone smoothing (Mode Filter): SAGA Majority/Minority.
  - Variance Reduction analysis from zones and external points CSV; per-zone statistics and boxplots (PNG).

  Requirements:
  - Python packages: pandas, scikit-learn (optional: scipy).
  - QGIS "Processing SAGA NextGen Provider" enabled.

  changelog=
    2.1.0
    - Added Silhouette score to cluster evaluation (Elbow + Silhouette plot and CSV export).
    - PCA table now shows Eigenvalue (λ); included in the variance CSV export.
    - Improved labels/help for Mode Filter window/radius.
    - Minor fixes and polish.

homepage=https://github.com/Derleimelo/Precision-Zones-Plugin
repository=https://github.com/Derleimelo/Precision-Zones-Plugin
tracker=https://github.com/Derleimelo/Precision-Zones-Plugin/issues

tags=precision agriculture;management zones;PCA;K-Means;clustering;elbow;silhouette;resampling;variance reduction;mode filter;SAGA;raster;analysis

experimental=False
deprecated=False
