Jayanthi V. Ratnam

Yokohama, Japan

Last Updated: 09/26/2026

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Found 11 publications

A simple statistical technique to improve seasonal predictions of northeast monsoon rainfall over India using selective ensemble mean.

A simple statistical technique to improve seasonal predictions of northeast monsoon rainfall over India using selective ensemble mean.

Journal: Scientific reports
Published: October 31, 2025

Predicting maximum temperatures over India 10-days ahead using machine learning models.

Predicting maximum temperatures over India 10-days ahead using machine learning models.

Journal: Scientific reports
Published: August 01, 2023

Utilizing a novel high-resolution malaria dataset for climate-informed predictions with a deep learning transformer model.

Utilizing a novel high-resolution malaria dataset for climate-informed predictions with a deep learning transformer model.

Journal: Scientific reports
Published: July 25, 2023

Publisher Correction: Malaria predictions based on seasonal climate forecasts in South Africa: A time series distributed lag nonlinear model.

Publisher Correction: Malaria predictions based on seasonal climate forecasts in South Africa: A time series distributed lag nonlinear model.

Journal: Scientific reports
Published: February 07, 2020

A machine learning based prediction system for the Indian Ocean Dipole.

A machine learning based prediction system for the Indian Ocean Dipole.

Journal: Scientific reports
Published: October 17, 2019

Improving seasonal forecasts of air temperature using a genetic algorithm.

Improving seasonal forecasts of air temperature using a genetic algorithm.

Journal: Scientific reports
Published: June 11, 2019

Malaria predictions based on seasonal climate forecasts in South Africa: A time series distributed lag nonlinear model.

Malaria predictions based on seasonal climate forecasts in South Africa: A time series distributed lag nonlinear model.

Journal: Scientific reports
Published: May 31, 2019

Long-lead Prediction of ENSO Modoki Index using Machine Learning algorithms.

Long-lead Prediction of ENSO Modoki Index using Machine Learning algorithms.

Journal: Scientific reports
Published: May 29, 2019

Quasi-asymmetric response of the Indian summer monsoon rainfall to opposite phases of the IOD.

Quasi-asymmetric response of the Indian summer monsoon rainfall to opposite phases of the IOD.

Journal: Scientific reports
Published: August 11, 2017

ENSO's far reaching connection to Indian cold waves.

ENSO's far reaching connection to Indian cold waves.

Journal: Scientific reports
Published: April 02, 2016

Anatomy of Indian heatwaves.

Anatomy of Indian heatwaves.

Journal: Scientific reports
Published: December 14, 2015
Showing 1-11 of 11

Last Updated: 09/26/2026