Fig. 4: Integrated workflow for data preparation and cluster analysis: from preprocessing to pattern definition.
From: Agroecosystem sustainability index ASI for measuring environmental and socioeconomic sustainability

The schematic illustrates the stepwise process starting with data cleaning and normalization, followed by dimensionality reduction and clustering methods, leading to the identification and interpretation of agroecosystem sustainability patterns.