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A Deep Learning Earth System Model Simulation of Indian Monsoon Intraseasonal and Interannual Variability
Bijit Kumar Banerjee, Devabrat Sharma, R. I. Sujith +6
With the data-driven artificial intelligence/machine learning (AI/ML) models having demonstrated their ability to extend the prediction horizon of large-scale weather at a fraction…
Examining the variability of cloud hydrometeors and its importance on the Indian summer monsoon rainfall predictability
Ushnanshu Dutta, Anupam Hazra, Subodh Kumar Saha +3
Skilful prediction of the seasonal Indian summer monsoon (ISM) rainfall (ISMR) at least one season in advance has great socio-economic value. It represents a lifeline for about a s…
Unraveling the Mystery of Indian Summer Monsoon Prediction: Improved Estimate of Predictability Limit
Subodh Kumar Saha, Anupam Hazra, Samir Pokhrel +5
Large socio-economic impact of the Indian Summer Monsoon (ISM) extremes motivated numerous attempts at its long range prediction over the past century. However, a rather estimated…