2023
- F. M. Strnad, J. Schlör, R. Geen, N. Boers, & B.Goswami, Propagation pathways of South Asian rainfall extremes are modulated by Pacific sea surface temperatures, Nature Communications 14 (2023)
-
M. Haas, B.Goswami, & U. Luxburg, Pitfalls of Climate Network Construction - A Statistical Perspective, Journal of Climate 36 (2023) 3321–3342.
doi.org/10.1175/JCLI-D-22-0549.1 - A. Banerjee, M. Kemter, B. Goswami, B. Merz, J. Kurths, & N. Marwan,
Spatial coherence patterns of extreme winter precipitation in the
United States,
Theoretical & Applied Climatology
152
(2023)
385–395.
doi.org/10.1007/s00704-023-04393-5
2022
-
F. M. Strnad, J. Schlör, C. Fröhlich, & B. Goswami, Teleconnection patterns of different El Niño types revealed by climate network curvature, Geophysical Research Letters 49 (2022) e2022GL098571.
doi.org/10.1029/2022GL098571 -
P. Hess, M. Drüke, S. Petri, F. M. Strnad, N. Boers, Physically Constrained Generative Adversarial Networks for Improving Precipitation Fields from Earth System Models, Nature Machine Intelligence 4 (2022) 828–839.
doi.org/10.1038/s42256-022-00540-1
2021
- A. Banerjee, B. Goswami, Y. Hirata, D. Eroglu, B. Merz, J. Kurths, &
N. Marwan,
Recurrence analysis of extreme event like data,
Nonlinear Processes in Geophysics
28
(2021)
213–229.
doi.org/10.5194/npg-28-213-2021
2020
-
A. Banerjee, B. Goswami, Y. Hirata, D. Eroglu, B. Merz, J. Kurths, & N. Marwan, Recurrence analysis of extreme event like data, Nonlinear Processes in Geophysics Discussions (2020) 1-25.
doi.org/10.5194/npg-2020-41 -
M. Singh, R. Krishnan, B. Goswami, A. D. Choudhury, P. Swapna, R. Vellore, A. G. Prajeesh, N. Sandeep, C. Venkataraman, R. V. Donner, N. Marwan, J. Kurths, Fingerprint of volcanic forcing on the ENSO–Indian monsoon coupling, Science Advances 6 (2020) eaba8164.
doi.org/10.1126/sciadv.aba8164 -
S. Prasad, N. Marwan, D. Eroglu, B. Goswami, P. Mishra, B. Gaye, A. Anoop, N. Basavaiah, M. Stebich, A. Jehangir, Holocene climate forcings and lacustrine regime shifts in the Indian Summer Monsoon realm, Earth Surface Processes and Landforms 45 (2020) 3842–3853.
doi.org/10.1002/esp.5004
2019
-
B. Goswami, A Brief Introduction to Nonlinear Time Series Analysis and Recurrence Plots, Vibration 2 (2019) 332–368.
doi.org/10.3390/vibration2040021 -
A. Rheinwalt, B. Goswami, B. Bookhagen, A Network-Based Flow Accumulation Algorithm for Point Clouds: Facet-Flow Networks (FFNs), JGR Earth Surface 124 (2019) 2013–2033.
doi.org/10.1029/2018JF004827 - F. M. Strnad, W. Barfuss, J. F. Donges and J. Heitzig,
Deep reinforcement learning in World-Earth system models to discover
sustainable management strategies,
Chaos 29 (2019) - N. Boers, B. Goswami, A. Rheinwalt, B. Bookhagen, B. Hoskins, J. Kurths,
Complex networks reveal global pattern of extreme-rainfall teleconnections,
Nature
566
(2019)
373–377.
doi:10.1038/s41586-018-0872-x
2018
- B. Goswami, N. Boers, A. Rheinwalt, N. Marwan, J. Heitzig, S. F. M. Breitenbach, J. Kurths, Abrupt transitions in time series with uncertainties, Nature Communications 9 (2018)