Extracting statistically significant eddy signals from large Lagrangian datasets using wavelet ridge analysis, with application to the Gulf of Mexico
Jonathan M. Lilly and Paula Pérez-Brunius
Related authors
Related subject area
Subject: Time series, machine learning, networks, stochastic processes, extreme events | Topic: Climate, atmosphere, ocean, hydrology, cryosphere, biosphere | Techniques: Big data and artificial intelligence
Identification of droughts and heatwaves in Germany with regional climate networks
Producing realistic climate data with GANs
Ensemble-based statistical interpolation with Gaussian anamorphosis for the spatial analysis of precipitation
Applications of matrix factorization methods to climate data
Detecting dynamical anomalies in time series from different palaeoclimate proxy archives using windowed recurrence network analysis
Nonlin. Processes Geophys., 28, 231–245,
2021Nonlin. Processes Geophys. Discuss.,
2021Revised manuscript accepted for NPG
Nonlin. Processes Geophys., 28, 61–91,
2021Nonlin. Processes Geophys., 27, 453–471,
2020Nonlin. Processes Geophys., 27, 261–275,
2020Cited articles
Alpers, W., Brandt, P., Lazar, A., Dagorne, D., Sow, B., Faye, S., Hansen,
M. W., Rubino, A., Poulain, P.-M., and Brehmer, P.: A small-scale oceanic
eddy off the coast of West Africa studied by multi-sensor satellite and
surface drifter data, Remote Sens. Environ., 129, 132–143,
https://doi.org/10.1016/j.rse.2012.10.032, 2013. a
Arai, M. and Yamagata, T.: Asymmetric evolution of eddies in rotating shallow
water, Chaos, 4, 163–175, https://doi.org/10.1063/1.166001, 1994. a
Armi, L., Hebert, D., Oakey, N., Price, J. F., Richardson, P., and Rossby, H.: Two years in the life of a Mediterranean salt lens, J. Phys. Oceanogr., 19, 354–370, https://doi.org/10.1175/1520-0485(1989)019<0354:TYITLO>2.0.CO;2, 1989. a
Bedrosian, E.: A product theorem for Hilbert transforms, Proc. IRE, 51, 868–869, https://doi.org/10.1109/PROC.1963.2308, 1963. a
Benjamini, Y. and Hochberg, Y.: Controlling the false discovery rate: a
practical and powerful approach to multiple
testing, J. Roy. Stat. Soc. B Met., 57, 289–300, https://doi.org/10.1111/j.2517-6161.1995.tb02031.x, 1995. a