Ratnam JV - Search Results

1

Ratnam JV, Behera SK, Ratna SB, Rajeevan M, Yamagata T. Ratnam JV, et al. Sci Rep. 2016 Apr 15;6:24395. doi: 10.1038/srep24395. Sci Rep. 2016. PMID: 27079921 Free PMC article.

2

ENSO's far reaching connection to Indian cold waves.

Ratnam JV, Behera SK, Annamalai H, Ratna SB, Rajeevan M, Yamagata T. Ratnam JV, et al. Sci Rep. 2016 Nov 23;6:37657. doi: 10.1038/srep37657. Sci Rep. 2016. PMID: 27876871 Free PMC article.

3

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

Behera SK, Ratnam JV. Behera SK, et al. Among authors: ratnam jv. Sci Rep. 2018 Jan 9;8(1):123. doi: 10.1038/s41598-017-18396-6. Sci Rep. 2018. PMID: 29317672 Free PMC article.

4

Improving seasonal forecasts of air temperature using a genetic algorithm.

Ratnam JV, Dijkstra HA, Doi T, Morioka Y, Nonaka M, Behera SK. Ratnam JV, et al. Sci Rep. 2019 Sep 4;9(1):12781. doi: 10.1038/s41598-019-49281-z. Sci Rep. 2019. PMID: 31484983 Free PMC article.

5

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

Kim Y, Ratnam JV, Doi T, Morioka Y, Behera S, Tsuzuki A, Minakawa N, Sweijd N, Kruger P, Maharaj R, Imai CC, Ng CFS, Chung Y, Hashizume M. Kim Y, et al. Among authors: ratnam jv. Sci Rep. 2019 Nov 29;9(1):17882. doi: 10.1038/s41598-019-53838-3. Sci Rep. 2019. PMID: 31784563 Free PMC article.

6

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

Ratnam JV, Dijkstra HA, Behera SK. Ratnam JV, et al. Sci Rep. 2020 Jan 14;10(1):284. doi: 10.1038/s41598-019-57162-8. Sci Rep. 2020. PMID: 31937896 Free PMC article.

7

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

Pal M, Maity R, Ratnam JV, Nonaka M, Behera SK. Pal M, et al. Among authors: ratnam jv. Sci Rep. 2020 Jan 15;10(1):365. doi: 10.1038/s41598-019-57183-3. Sci Rep. 2020. PMID: 31941970 Free PMC article.

8

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

Kim Y, Ratnam JV, Doi T, Morioka Y, Behera S, Tsuzuki A, Minakawa N, Sweijd N, Kruger P, Maharaj R, Imai CC, Ng CFS, Chung Y, Hashizume M. Kim Y, et al. Among authors: ratnam jv. Sci Rep. 2020 Feb 5;10(1):2229. doi: 10.1038/s41598-020-58890-y. Sci Rep. 2020. PMID: 32024919 Free PMC article.

9

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

Ratnam JV, Behera SK, Nonaka M, Martineau P, Patil KR. Ratnam JV, et al. Sci Rep. 2023 Oct 11;13(1):17208. doi: 10.1038/s41598-023-44286-1. Sci Rep. 2023. PMID: 37821672 Free PMC article.

10

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

Pillay MT, Minakawa N, Kim Y, Kgalane N, Ratnam JV, Behera SK, Hashizume M, Sweijd N. Pillay MT, et al. Among authors: ratnam jv. Sci Rep. 2023 Dec 28;13(1):23091. doi: 10.1038/s41598-023-50176-3. Sci Rep. 2023. PMID: 38155182 Free PMC article.

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