Comprehensive Soil Quality Index Computation and Visualization

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Documentation for package ‘SQIpro’ version 0.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

make_config	Build a Variable Configuration Table
plot_pca_biplot	PCA Biplot of Soil Variables and Groups
plot_radar	Radar / Spider Chart of Variable Scores
plot_scores	Plot Individual Variable Scores as a Heatmap
plot_scoring_curves	Plot Scoring Curves for All Variables
plot_sensitivity	Sensitivity Tornado Chart
plot_sqi	Plot Soil Quality Index Across Groups
score_all	Score All Variables Using a Configuration Table
score_custom	Score a Variable With a User-Defined Function
score_less	Score a Variable Where Lower Values Are Better
score_more	Score a Variable Where Higher Values Are Better
score_optimum	Score a Variable With an Optimum Value or Range (Bell Curve)
score_trapezoid	Score a Variable With a Trapezoidal Function
select_mds	Select a Minimum Data Set (MDS) of Soil Quality Indicators
soil_data	Hypothetical Soil Quality Dataset
sqi_anova	One-Way ANOVA and Tukey HSD Post-Hoc Test for SQI
sqi_compare	Compare All SQI Methods
sqi_entropy	Soil Quality Index: Entropy Weighting Method
sqi_fuzzy	Soil Quality Index: Fuzzy Logic Method
sqi_linear	Soil Quality Index: Linear Scoring Method
sqi_pca	Soil Quality Index: PCA-Based Method
sqi_regression	Soil Quality Index: Regression-Based Method
sqi_sensitivity	Sensitivity Analysis for SQI
sqi_topsis	Soil Quality Index: TOPSIS Method
validate_data	Validate Input Data for SQI Analysis