A Novel Framework Using Unsupervised Machine Learning for Aerosol Classification: A Case Study of North Indian AERONET Sites

2026/06/22 by Varsha Hole, Manu Mehta, Subhash Shinde +3
Computer Science · Environmental Science · #AERONET #Aerosol #Air Quality Monitoring and Forecasting #Atmospheric aerosols and clouds #Internet of Things and AI #Pattern recognition (psychology) #Unsupervised learning

paper · doi:10.1007/s12524-026-02508-9

published in Journal of the Indian Society of Remote Sensing 54(9), 3623-3635 (Springer Science+Business Media)

crossref issued 2026/06/22 · crossref published 2026/06/22 · crossref published-online 2026/06/22 · openalex created_date 2026/06/22 · openalex publication_date 2026/06/22 · crossref created 2026/06/22 · crossref published-print 2026/08/01 · crossref deposited 2026/08/01 · crossref indexed 2026/08/01 · openalex updated_date 2026/08/02

Citations

• Model-Based Clustering, Discriminant Analysis, and Density Estimation
• A tutorial on spectral clustering
• SMOTE: Synthetic Minority Over-sampling Technique
• Model Selection for Gaussian Mixture Models
• K‐means clustering: A half‐century synthesis
• Climate Change 2021 – The Physical Science Basis