Prediction of the Indian summer monsoon using a stacked autoencoder and ensemble regression model

M Saha, A Santara, P Mitra, A Chakraborty… - International Journal of …, 2021 - Elsevier
The study of climatic variables that govern the Indian summer monsoon has been widely
explored. In this work, we use a non-linear deep learning-based feature reduction scheme …

[HTML][HTML] The climatic interdependence of extreme-rainfall events around the globe

Z Su, H Meyerhenke, J Kurths - Chaos: An Interdisciplinary Journal of …, 2022 - pubs.aip.org
The identification of regions of similar climatological behavior can be utilized for the
discovery of spatial relationships over long-range scales, including teleconnections …

A review on Indian summer monsoon rainfall prediction using machine learning techniques

A Kumar, S Singh - 2021 2nd International Conference on …, 2021 - ieeexplore.ieee.org
A significant part of the Indian economy is still reliant on agriculture, which is directly linked
to rainfall. Southwest monsoon precipitation over the nation is mostly consistent. The …

Deep learning based LSTM and SeqToSeq models to detect monsoon spells of India

S Viswanath, M Saha, P Mitra… - … Science–ICCS 2019: 19th …, 2019 - Springer
Monsoon spells are important climatic phenomenon modulating the quality and quantity of
monsoon over a year. India being an agricultural country, identification of monsoon spells is …

Comparison Link Function from Summer Rainfall Network in Amazon Basin

CA Sánchez P, AJP Calheiros, SR Garcia, EEN Macau - Meteorology, 2023 - mdpi.com
The Amazon Basin is the largest rainforest in the world, and studying the rainfall in this
region is crucial for understanding the functioning of the entire rainforest ecosystem and its …

Pemutakhiran Zona Musim (ZOM) Provinsi Aceh Menggunakan Data Blending Berbasis Non-Hirarki K-Means Clustering

M Muhajir, N Ismail, S Syahreza… - Jurnal Fisika Flux …, 2021 - ppjp.ulm.ac.id
Climatologically, Aceh is influenced by global, regional, and local phenomena strongly
influenced by the hilly mountain topography. Aceh is also surrounded by Indian Ocean in the …

CNN-Based Forecasting of Intraseasonal Mean and Active/Break Spells for Indian Summer Monsoon

M Saha, RS Nanjundiah, C Monteleoni - Proceedings of the 10th …, 2020 - dl.acm.org
Indian summer monsoon is highly significant for the economic growth of the country. The
rainfall during the monsoon period varies over temporal and spatial scales. Existing works …