This geographic collection presents a cartographic comparison of three spatial analysis methodologies—Overlap, Multi K-means clustering, and Multi K-means applied to Variational Autoencoder (VAE) outputs—aimed at identifying the Risk of forest and grassland habitat degradation and the associated biodiversity loss.
Massaciuccoli Lake basin - Cartographic Comparison of Spatial Analysis Methodologies for Ecosystem Risk Assessment
Vannini G. L.
Conceptualization
;Coro G.Supervision
2025
Abstract
This geographic collection presents a cartographic comparison of three spatial analysis methodologies—Overlap, Multi K-means clustering, and Multi K-means applied to Variational Autoencoder (VAE) outputs—aimed at identifying the Risk of forest and grassland habitat degradation and the associated biodiversity loss.File in questo prodotto:
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heatmap_MKMonVAE.jpg
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Descrizione: Example of risk assessment: Multi k-means on VAE hotspots
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centroid_classification_assignment_27_risk1_on_VAE_2024_pr.xlsx
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Descrizione: Example of Multi k-means on VAE dataset classification
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2.05 MB
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2.05 MB | Microsoft Excel XML | Visualizza/Apri |
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