Articles | Volume 26, issue 3
https://doi.org/10.5194/npg-26-251-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Special issue:
https://doi.org/10.5194/npg-26-251-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Research article
| Highlight paper
| 
15 Aug 2019
Research article | Highlight paper |
| 15 Aug 2019
| 15 Aug 2019
Unravelling the spatial diversity of Indian precipitation teleconnections via a non-linear multi-scale approach
Jürgen Kurths
Potsdam Institute for Climate Impact Research (PIK), Member of the
Leibniz Association, Telegrafenberg, Potsdam, Germany
Institute of Earth and Environmental Science, University of Potsdam,
Potsdam, Germany
Institute of Physics, Humboldt Universität zu Berlin, Germany
Invited contribution by Jürgen Kurths, recipient of the EGU Lewis Fry Richardson Medal 2013.
Ankit Agarwal
CORRESPONDING AUTHOR
Potsdam Institute for Climate Impact Research (PIK), Member of the
Leibniz Association, Telegrafenberg, Potsdam, Germany
Institute of Earth and Environmental Science, University of Potsdam,
Potsdam, Germany
GFZ German Research Centre for Geosciences, Section 5.4: Hydrology,
Telegrafenberg, Potsdam, Germany
Roopam Shukla
Potsdam Institute for Climate Impact Research (PIK), Member of the
Leibniz Association, Telegrafenberg, Potsdam, Germany
Norbert Marwan
Potsdam Institute for Climate Impact Research (PIK), Member of the
Leibniz Association, Telegrafenberg, Potsdam, Germany
Maheswaran Rathinasamy
Dept. of Civil Engineering, MVGR College of Engineering, Vizianagaram,
India
Levke Caesar
Potsdam Institute for Climate Impact Research (PIK), Member of the
Leibniz Association, Telegrafenberg, Potsdam, Germany
Institute of Physics and Astronomy, University of Potsdam, Potsdam,
Germany
Raghavan Krishnan
Indian Institute of Tropical Meteorology, Pune, India
Bruno Merz
Institute of Earth and Environmental Science, University of Potsdam,
Potsdam, Germany
GFZ German Research Centre for Geosciences, Section 5.4: Hydrology,
Telegrafenberg, Potsdam, Germany
Viewed
Total article views: 6,981 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 17 May 2019)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 5,465 | 1,376 | 140 | 6,981 | 121 | 105 |
- HTML: 5,465
- PDF: 1,376
- XML: 140
- Total: 6,981
- BibTeX: 121
- EndNote: 105
Total article views: 5,906 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 15 Aug 2019)
| HTML | XML | Total | BibTeX | EndNote | |
|---|---|---|---|---|---|
| 5,044 | 729 | 133 | 5,906 | 114 | 100 |
- HTML: 5,044
- PDF: 729
- XML: 133
- Total: 5,906
- BibTeX: 114
- EndNote: 100
Total article views: 1,075 (including HTML, PDF, and XML)
Cumulative views and downloads
(calculated since 17 May 2019)
| HTML | XML | Total | Supplement | BibTeX | EndNote | |
|---|---|---|---|---|---|---|
| 421 | 647 | 7 | 1,075 | 169 | 7 | 5 |
- HTML: 421
- PDF: 647
- XML: 7
- Total: 1,075
- Supplement: 169
- BibTeX: 7
- EndNote: 5
Viewed (geographical distribution)
Total article views: 6,981 (including HTML, PDF, and XML)
Thereof 5,647 with geography defined
and 1,334 with unknown origin.
Total article views: 5,906 (including HTML, PDF, and XML)
Thereof 4,881 with geography defined
and 1,025 with unknown origin.
Total article views: 1,075 (including HTML, PDF, and XML)
Thereof 766 with geography defined
and 309 with unknown origin.
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Country | # | Views | % |
|---|
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
| Total: | 0 |
| HTML: | 0 |
| PDF: | 0 |
| XML: | 0 |
- 1
1
Cited
56 citations as recorded by crossref.
- Accounting for temporal variability for improved precipitation regionalization based on self-organizing map coupled with information theory R. Guntu et al. 10.1016/j.jhydrol.2020.125236
- Wavelet entropy-based evaluation of intrinsic predictability of time series R. Guntu et al. 10.1063/1.5145005
- Synchronization of extreme rainfall during the Australian summer monsoon: Complex network perspectives K. Cheung & U. Ozturk 10.1063/1.5144150
- Quantifying the association between Arctic Sea ice extent and Indian precipitation S. Kulkarni & A. Agarwal 10.1002/joc.8337
- Exploring the intensity, distribution and evolution of teleconnections using climate network analysis S. Wang et al. 10.1063/5.0153677
- Disentangling increasing compound extremes at regional scale during Indian summer monsoon R. Guntu & A. Agarwal 10.1038/s41598-021-95775-0
- Seasonal precipitation forecasting for water management in the Kosi Basin, India using large-scale climate predictors M. Dhillon et al. 10.2166/wcc.2023.479
- A complex network approach to study the extreme precipitation patterns in a river basin A. Agarwal et al. 10.1063/5.0072520
- Drivers, changes, and impacts of hydrological extremes in India: A review V. Mishra et al. 10.1002/wat2.1742
- Holocene climate forcings and lacustrine regime shifts in the Indian summer monsoon realm S. Prasad et al. 10.1002/esp.5004
- Understanding the intricacies of rainfall dynamics using entropy measures S. Singh & A. Kumar 10.2166/wcc.2024.350
- The impact of varying seasonal lengths of the rainy seasons of India on its teleconnections with tropical sea surface temperatures V. Misra & A. Bhardwaj 10.1002/asl.959
- Analysis and Forecasting of Temporal Rainfall Variability Over Hundred Indian Cities Using Deep Learning Approaches S. Singh et al. 10.1007/s41748-024-00396-y
- Using machine learning to predict statistical properties of non-stationary dynamical processes: System climate,regime transitions, and the effect of stochasticity D. Patel et al. 10.1063/5.0042598
- A Review of the Research Status of Teleconnection 娜. 王 10.12677/GSER.2023.123038
- Analyzing the streamflow teleconnections of greater Pampa basin, Kerala, India using wavelet coherence M. Mohan et al. 10.1016/j.pce.2023.103446
- Spatial diversity of atmospheric moisture transport and climate teleconnections over Indian subcontinent at different timescales A. Raghuvanshi & A. Agarwal 10.1038/s41598-024-62760-2
- Complex systems approaches for Earth system data analysis N. Boers et al. 10.1088/2632-072X/abd8db
- Dynamic flood frequency analysis for west flowing rivers of Kerala, India M. Mohan & S. Adarsh 10.1016/j.wasec.2023.100137
- Multiscale teleconnection analysis of rainfall patterns over Calicut, India using wavelet coherence S. Adarsh et al. 10.1007/s12040-023-02228-5
- Complex network theoretic assessment of precipitation‐driven meteorological drought in India: Past and future V. Jha et al. 10.1002/joc.7397
- Multiscale Spatiotemporal Analysis of Extreme Events in the Gomati River Basin, India A. Kalyan et al. 10.3390/atmos12040480
- Customized sea‐surface temperature indicators linking to streamflow at different timescales A. Ganapathy & A. Agarwal 10.1002/joc.7853
- Synchronized Structure and Teleconnection Patterns of Meteorological Drought Events over the Yangtze River Basin, China L. Liu et al. 10.3390/w15213707
- Streamflow drought onset and severity explained by non‐linear responses between climate‐catchment and land surface processes A. Raut et al. 10.1002/hyp.15245
- Inter-Comparison of Gauge-Based Gridded Data, Reanalysis and Satellite Precipitation Product with an Emphasis on Hydrological Modeling S. Setti et al. 10.3390/atmos11111252
- Evolution mechanism of principal modes in climate dynamics Y. Zhang et al. 10.1088/1367-2630/abb89a
- Assessing the hydroclimate changes in Western Himalayas during the Little Ice Age A. Singh et al. 10.1177/09596836231225727
- The climatic interdependence of extreme-rainfall events around the globe Z. Su et al. 10.1063/5.0077106
- Does climate impact vary across time horizons? A time–frequency analysis of climate-crop yields in India S. Padakandla et al. 10.1007/s00477-021-02088-9
- Himalayan fir reveals moist phase during Little Ice Age in the Kashmir region of the western Himalayas B. Chinthala et al. 10.1016/j.quascirev.2023.108167
- Complex networks and deep learning for EEG signal analysis Z. Gao et al. 10.1007/s11571-020-09626-1
- Multiscale investigation of precipitation extremes over Ethiopia and teleconnections to large-scale climate anomalies T. Beyene et al. 10.1007/s00477-021-02120-y
- Critical slowing down indicators F. Nazarimehr et al. 10.1209/0295-5075/132/18001
- On the need of ensemble flood forecast in India J. Nanditha & V. Mishra 10.1016/j.wasec.2021.100086
- Investigating streamflow variability and hydroclimatic teleconnections: a comparison of regulated and unregulated streamflow stations T. Pant et al. 10.2166/wcc.2022.369
- Multi-scale investigation on streamflow temporal variability and its connection to global climate indices for unregulated rivers in India P. Yeditha et al. 10.2166/wcc.2021.189
- Spatial organization of connectivity in functional climate networks describing event synchrony of heavy precipitation F. Wolf & R. Donner 10.1140/epjs/s11734-021-00166-1
- Climate indices and hydrological extremes: Deciphering the best fit model D. Panday & M. Kumar 10.1016/j.envres.2022.114301
- Cryptocurrency price analysis with ordinal partition networks Z. Shahriari et al. 10.1016/j.amc.2022.127237
- Decoding the enigma of 100-year record-breaking rainfall over Tamil Nadu using wavelet analysis A. Raja S K et al. 10.1016/j.gsd.2023.101007
- Wavelet analysis of precipitation extremes over India and teleconnections to climate indices M. Rathinasamy et al. 10.1007/s00477-019-01738-3
- Impact of solar variability on Indian summer monsoon through large scale circulations V. Barde et al. 10.1016/j.jastp.2023.106134
- Asymmetrical synchronization of extreme rainfall events in southwest China P. Qiao et al. 10.1002/joc.7569
- Ranking and characterization of precipitation extremes for the past 113 years for Indian western Himalayas S. Raj et al. 10.1002/joc.7215
- Climate network approach reveals the modes of CO2 concentration to surface air temperature N. Ying et al. 10.1063/5.0040360
- Multiscale association between large‐scale climate variability modes and drought in India via wavelet analysis V. Sidhan & S. Singh 10.1002/joc.8435
- Intercomparison of downscaling methods for daily precipitation with emphasis on wavelet-based hybrid models Y. Kumar et al. 10.1016/j.jhydrol.2021.126373
- Improving the predictability of compound dry and hot extremes through complexity science R. Guntu & A. Agarwal 10.1088/1748-9326/ad0c0c
- Optimal design of hydrometric station networks based on complex network analysis A. Agarwal et al. 10.5194/hess-24-2235-2020
- A nonlinear hybrid model to assess the impacts of climate variability and human activities on runoff at different time scales Y. Qin et al. 10.1007/s00477-021-01984-4
- Spatio-temporal rainfall variability over different meteorological subdivisions in India: analysis using different machine learning techniques G. Mohapatra et al. 10.1007/s00704-021-03644-7
- Exploring meteorological droughts' spatial patterns across Europe through complex network theory D. Giaquinto et al. 10.5194/npg-30-167-2023
- Entropy-based assessment of climate dynamics with varying elevations for hilly areas of Uttarakhand, India S. Singh et al. 10.1007/s40899-023-00914-2
- Network-based identification and characterization of teleconnections on different scales A. Agarwal et al. 10.1038/s41598-019-45423-5
- Disentangling the multi-scale effects of sea-surface temperatures on global precipitation: A coupled networks approach N. Ekhtiari et al. 10.1063/1.5095565
53 citations as recorded by crossref.
- Accounting for temporal variability for improved precipitation regionalization based on self-organizing map coupled with information theory R. Guntu et al. 10.1016/j.jhydrol.2020.125236
- Wavelet entropy-based evaluation of intrinsic predictability of time series R. Guntu et al. 10.1063/1.5145005
- Synchronization of extreme rainfall during the Australian summer monsoon: Complex network perspectives K. Cheung & U. Ozturk 10.1063/1.5144150
- Quantifying the association between Arctic Sea ice extent and Indian precipitation S. Kulkarni & A. Agarwal 10.1002/joc.8337
- Exploring the intensity, distribution and evolution of teleconnections using climate network analysis S. Wang et al. 10.1063/5.0153677
- Disentangling increasing compound extremes at regional scale during Indian summer monsoon R. Guntu & A. Agarwal 10.1038/s41598-021-95775-0
- Seasonal precipitation forecasting for water management in the Kosi Basin, India using large-scale climate predictors M. Dhillon et al. 10.2166/wcc.2023.479
- A complex network approach to study the extreme precipitation patterns in a river basin A. Agarwal et al. 10.1063/5.0072520
- Drivers, changes, and impacts of hydrological extremes in India: A review V. Mishra et al. 10.1002/wat2.1742
- Holocene climate forcings and lacustrine regime shifts in the Indian summer monsoon realm S. Prasad et al. 10.1002/esp.5004
- Understanding the intricacies of rainfall dynamics using entropy measures S. Singh & A. Kumar 10.2166/wcc.2024.350
- The impact of varying seasonal lengths of the rainy seasons of India on its teleconnections with tropical sea surface temperatures V. Misra & A. Bhardwaj 10.1002/asl.959
- Analysis and Forecasting of Temporal Rainfall Variability Over Hundred Indian Cities Using Deep Learning Approaches S. Singh et al. 10.1007/s41748-024-00396-y
- Using machine learning to predict statistical properties of non-stationary dynamical processes: System climate,regime transitions, and the effect of stochasticity D. Patel et al. 10.1063/5.0042598
- A Review of the Research Status of Teleconnection 娜. 王 10.12677/GSER.2023.123038
- Analyzing the streamflow teleconnections of greater Pampa basin, Kerala, India using wavelet coherence M. Mohan et al. 10.1016/j.pce.2023.103446
- Spatial diversity of atmospheric moisture transport and climate teleconnections over Indian subcontinent at different timescales A. Raghuvanshi & A. Agarwal 10.1038/s41598-024-62760-2
- Complex systems approaches for Earth system data analysis N. Boers et al. 10.1088/2632-072X/abd8db
- Dynamic flood frequency analysis for west flowing rivers of Kerala, India M. Mohan & S. Adarsh 10.1016/j.wasec.2023.100137
- Multiscale teleconnection analysis of rainfall patterns over Calicut, India using wavelet coherence S. Adarsh et al. 10.1007/s12040-023-02228-5
- Complex network theoretic assessment of precipitation‐driven meteorological drought in India: Past and future V. Jha et al. 10.1002/joc.7397
- Multiscale Spatiotemporal Analysis of Extreme Events in the Gomati River Basin, India A. Kalyan et al. 10.3390/atmos12040480
- Customized sea‐surface temperature indicators linking to streamflow at different timescales A. Ganapathy & A. Agarwal 10.1002/joc.7853
- Synchronized Structure and Teleconnection Patterns of Meteorological Drought Events over the Yangtze River Basin, China L. Liu et al. 10.3390/w15213707
- Streamflow drought onset and severity explained by non‐linear responses between climate‐catchment and land surface processes A. Raut et al. 10.1002/hyp.15245
- Inter-Comparison of Gauge-Based Gridded Data, Reanalysis and Satellite Precipitation Product with an Emphasis on Hydrological Modeling S. Setti et al. 10.3390/atmos11111252
- Evolution mechanism of principal modes in climate dynamics Y. Zhang et al. 10.1088/1367-2630/abb89a
- Assessing the hydroclimate changes in Western Himalayas during the Little Ice Age A. Singh et al. 10.1177/09596836231225727
- The climatic interdependence of extreme-rainfall events around the globe Z. Su et al. 10.1063/5.0077106
- Does climate impact vary across time horizons? A time–frequency analysis of climate-crop yields in India S. Padakandla et al. 10.1007/s00477-021-02088-9
- Himalayan fir reveals moist phase during Little Ice Age in the Kashmir region of the western Himalayas B. Chinthala et al. 10.1016/j.quascirev.2023.108167
- Complex networks and deep learning for EEG signal analysis Z. Gao et al. 10.1007/s11571-020-09626-1
- Multiscale investigation of precipitation extremes over Ethiopia and teleconnections to large-scale climate anomalies T. Beyene et al. 10.1007/s00477-021-02120-y
- Critical slowing down indicators F. Nazarimehr et al. 10.1209/0295-5075/132/18001
- On the need of ensemble flood forecast in India J. Nanditha & V. Mishra 10.1016/j.wasec.2021.100086
- Investigating streamflow variability and hydroclimatic teleconnections: a comparison of regulated and unregulated streamflow stations T. Pant et al. 10.2166/wcc.2022.369
- Multi-scale investigation on streamflow temporal variability and its connection to global climate indices for unregulated rivers in India P. Yeditha et al. 10.2166/wcc.2021.189
- Spatial organization of connectivity in functional climate networks describing event synchrony of heavy precipitation F. Wolf & R. Donner 10.1140/epjs/s11734-021-00166-1
- Climate indices and hydrological extremes: Deciphering the best fit model D. Panday & M. Kumar 10.1016/j.envres.2022.114301
- Cryptocurrency price analysis with ordinal partition networks Z. Shahriari et al. 10.1016/j.amc.2022.127237
- Decoding the enigma of 100-year record-breaking rainfall over Tamil Nadu using wavelet analysis A. Raja S K et al. 10.1016/j.gsd.2023.101007
- Wavelet analysis of precipitation extremes over India and teleconnections to climate indices M. Rathinasamy et al. 10.1007/s00477-019-01738-3
- Impact of solar variability on Indian summer monsoon through large scale circulations V. Barde et al. 10.1016/j.jastp.2023.106134
- Asymmetrical synchronization of extreme rainfall events in southwest China P. Qiao et al. 10.1002/joc.7569
- Ranking and characterization of precipitation extremes for the past 113 years for Indian western Himalayas S. Raj et al. 10.1002/joc.7215
- Climate network approach reveals the modes of CO2 concentration to surface air temperature N. Ying et al. 10.1063/5.0040360
- Multiscale association between large‐scale climate variability modes and drought in India via wavelet analysis V. Sidhan & S. Singh 10.1002/joc.8435
- Intercomparison of downscaling methods for daily precipitation with emphasis on wavelet-based hybrid models Y. Kumar et al. 10.1016/j.jhydrol.2021.126373
- Improving the predictability of compound dry and hot extremes through complexity science R. Guntu & A. Agarwal 10.1088/1748-9326/ad0c0c
- Optimal design of hydrometric station networks based on complex network analysis A. Agarwal et al. 10.5194/hess-24-2235-2020
- A nonlinear hybrid model to assess the impacts of climate variability and human activities on runoff at different time scales Y. Qin et al. 10.1007/s00477-021-01984-4
- Spatio-temporal rainfall variability over different meteorological subdivisions in India: analysis using different machine learning techniques G. Mohapatra et al. 10.1007/s00704-021-03644-7
- Exploring meteorological droughts' spatial patterns across Europe through complex network theory D. Giaquinto et al. 10.5194/npg-30-167-2023
3 citations as recorded by crossref.
- Entropy-based assessment of climate dynamics with varying elevations for hilly areas of Uttarakhand, India S. Singh et al. 10.1007/s40899-023-00914-2
- Network-based identification and characterization of teleconnections on different scales A. Agarwal et al. 10.1038/s41598-019-45423-5
- Disentangling the multi-scale effects of sea-surface temperatures on global precipitation: A coupled networks approach N. Ekhtiari et al. 10.1063/1.5095565
Latest update: 14 Dec 2024
Short summary
We examined the spatial diversity of Indian rainfall teleconnection at different timescales, first by identifying homogeneous communities and later by computing non-linear linkages between the identified communities (spatial regions) and dominant climatic patterns, represented by climatic indices such as El Nino–Southern Oscillation, Indian Ocean Dipole, North Atlantic Oscillation, Pacific Decadal Oscillation and Atlantic Multi-Decadal Oscillation.
We examined the spatial diversity of Indian rainfall teleconnection at different timescales,...
