Deep learning based short-range forecasting of Indian summer monsoon rainfall using earth observation and ground station datasets-Reference-Cited by-同舟云学术

Deep learning based short-range forecasting of Indian summer monsoon rainfall using earth observation and ground station datasets

Published:2022-10-28 Issue:27 Volume:37 Page:17994-18021
ISSN:1010-6049
Container-title:Geocarto International
language:en
Short-container-title:Geocarto International

Author:

Kumar Bipin¹^ORCID,Abhishek Namit²,Chattopadhyay Rajib¹³,George Sandeep⁴,Singh Bhupendra Bahadur¹,Samanta Arya²,Patnaik B.S.V.⁴,Gill Sukhpal Singh⁵^ORCID,Nanjundiah Ravi S.⁶,Singh Manmeet¹

Affiliation:

1. Ministry of Earth Sciences, Indian Institute of Tropical Meteorology, Pune, India

2. Indian Institute of Science Education and Research, Pune, India

3. India Meteorological Department, CRS, Pune, India

4. Department of Applied Mechanics, Indian Institute of Technology Madras, Chennai, India

5. Queen Mary University of London, London, UK

6. Center for Atmospheric and Ocean Sciences, Indian Institute of Science, Bengaluru, India

Publisher

Informa UK Limited

Subject

Water Science and Technology,Geography, Planning and Development

Link

https://www.tandfonline.com/doi/pdf/10.1080/10106049.2022.2136262

Reference49 articles.

1. Coupling a hybrid CNN-LSTM deep learning model with a Boundary Corrected Maximal Overlap Discrete Wavelet Transform for multiscale Lake water level forecasting

2. Spatiotemporal Vision Transformer for Short Time Weather Forecasting

3. A self-organizing map-based ensemble forecast system for extended range prediction of active/break cycles of Indian summer monsoon

4. Objective Identification of Nonlinear Convectively Coupled Phases of Monsoon Intraseasonal Oscillation: Implications for Prediction

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