Tropical and Extratropical Cyclone Detection Using Deep Learning

Tropical and Extratropical Cyclone Detection Using Deep Learning

18 May 2020

Christina Kumler-Bonfanti

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Papers citing "Tropical and Extratropical Cyclone Detection Using Deep Learning"

9 / 9 papers shown

Title
Predicting unobserved climate time series data at distant areas via spatial correlation using reservoir computing S. Koyama Daisuke Inoue Hiroaki Yoshida Kazuyuki Aihara Gouhei Tanaka 75 0 0 05 Jun 2024
Balancing Computational Efficiency and Forecast Error in Machine Learning-based Time-Series Forecasting: Insights from Live Experiments on Meteorological Nowcasting Elin Törnquist Wagner Costa Santos Timothy C. Pogue Nicholas Wingle R. Caulk AI4TS 90 0 0 26 Sep 2023
An Ensemble Machine Learning Approach for Tropical Cyclone Detection Using ERA5 Reanalysis Data Gabriele Accarino D. Donno Francesco Immorlano D. Elia Giovanni Aloisio AI4Cl 100 5 0 07 Jun 2023
Comparing Explanation Methods for Traditional Machine Learning Models Part 1: An Overview of Current Methods and Quantifying Their Disagreement Montgomery Flora Corey K. Potvin A. McGovern Shawn Handler FAtt 147 18 0 16 Nov 2022
A Machine Learning Tutorial for Operational Meteorology, Part II: Neural Networks and Deep Learning Randy J. Chase David R. Harrison G. Lackmann A. McGovern 89 15 0 31 Oct 2022
Recognition of polar lows in Sentinel-1 SAR images with deep learning J. Grahn F. Bianchi 115 3 0 30 Mar 2022
Can we integrate spatial verification methods into neural-network loss functions for atmospheric science? Ryan Lagerquist I. Ebert‐Uphoff 126 12 0 21 Mar 2022
Detecting Extratropical Cyclones of the Northern Hemisphere with Single Shot Detector Minjing Shi Pengfei He Yuli Shi 42 4 0 01 Dec 2021
CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences -- Version 1 I. Ebert‐Uphoff Ryan Lagerquist Kyle Hilburn Yoonjin Lee Katherine Haynes Jason Stock C. Kumler J. Stewart 111 23 0 17 Jun 2021