आईआईटीएम
IITM

2023

55. Mandal R., Joseph S., Sahai A.K., Dey Avijit, Phani M.K.R., Pattanaik D. R., Kaur M., Karmakar N., Diagnostics and real-time extended range prediction of cold waves over India, Climate Dynamics, Online, January 2023, DOI:10.1007/s00382-023-06666-1, 1-19

2022

54. Kalshetti M., Chattopadhyay R., Hunt K.R., Phani M.R., Joseph S., Pattanaik D.R., Sahai A.K., Eddy transport, wave-mean flow interaction, and Eddy forcing during the 2013 Uttarakhand extreme event in the reanalysis and S2S retrospective forecast data, International Journal of Climatology, 42, December 2022, DOI:10.1002/joc.7706, 8248-8268

53. Karmakar N., Joseph S., Sahai A.K., Kaur M., Phani R., Mandal R., Dey Avijit, Northward propagation of convection over the Indian region in multiphysics multimodel ensemble, Quarterly Journal of the Royal Meteorological Society, Online, November 2022, DOI: 10.1002/qj.4404, 1-16

52. Kalshetti M., Chattopadhyay R., Hunt K.R., Phani M.R., Joseph S., Pattanaik D.R., Sahai A.K., Eddy transport, wave-mean flow interaction, and Eddy forcing during the 2013 Uttarakhand extreme event in the reanalysis and S2S retrospective forecast data, International Journal of Climatology, Online, May 2022, DOI:10.1002/joc.7706, 1-21

51. Karmakar N., Joseph S., Sahai A.K., Northward propagation of convection over Arabian Sea and Bay of Bengal: a perspective from vorticity equation, Climate Dynamics, 59, November 2022, 10.1007/s00382-022-06248-7, 2751–2767

50. Dey Avijit, Chattopadhyay R., Joseph S., Kaur M. , Mandal R., Phani R., Sahai A.K., Pattanaik D.R. , The intraseasonal fluctuation of Indian summer monsoon rainfall and its relation with monsoon intraseasonal oscillation (MISO) and Madden Julian oscillation (MJO). , Theoretical and Applied Climatology, 148, April 2022, DOI:10.1007/s00704-022-03970-4, 819-831

49. Kaur M., Sahai A.K., Krishna R.P.M., Joseph S., Mandal R., Dey Avijit, Chattopadhyay R., Multi-physics schema for sub-seasonal prediction of Indian summer monsoon, Climate Dynamics, 58, February 2022, DOI:10.1007/s00382-021-05926-2, 669–690

48. Lekshmi S., Chattopadhyay R., Kaur M., Joseph S., Phani R., Dey Avijit, Mandal R., Sahai A.K., Role of initial error growth in the extended range prediction skill of Madden-Julian Oscillation (MJO), Theoretical and Applied Climatology, 147, January 2022, DOI:10.1007/s00704-021-03818-3, 205–215

47. Joseph S., Sahai A.K., Shabu H., Chattopadhyay R., Kaur Manpreet, Recent changes in the spatio-temporal characteristics of monsoon intraseasonal oscillations, Theoretical and Applied Climatology, 147, January 2022, DOI:10.1007/s00704-021-03830-7, 251–264

2021

46. Joseph S., Sahai A.K., Shabu H., Chattopadhyay R., Kaur Manpreet, Recent changes in the spatio-temporal characteristics of monsoon intraseasonal oscillations, Theoretical and Applied Climatology, Online, October 2021, DOI:10.1007/s00704-021-03830-7, 1-14

45. Akhter J., Mandal R., Chattopadhyay R., Joseph S., Dey Avijit, Nageswararao M.M., Pattanaik D.R., Sahai A.K., Kharif rice yield prediction over Gangetic West Bengal using IITM-IMD extended range forecast products, Theoretical and Applied Climatology, 145, August 2021, DOI:10.1007/s00704-021-03679-w, 1089-1100

44. Pattanaik D.R., Mandal R., Phani R., Dey Avijit, Chattopadhyay R., Joseph S., Sahai A.K., Mohapatra M., Large-scale features associated with excess monsoon rainfall over india during 2019 and the real-time extended range forecast, Meteorology and Atmospheric Physics, 133, August 2021, DOI:10.1007/s00703-021-00808-y, 1275-1297

43. Sahai A.K., Kaur Manpreet, Joseph S., Dey Avijit, Phani R., Mandal R., Chattopadhyay R., Multi-Model Multi-Physics Ensemble: A Futuristic Way to Extended Range Prediction System, Frontiers in Climate, 3: 655919, May 2021, DOI:10.3389/fclim.2021.655919, 1-11

42. Kalshetti M., Chattopadhyay R., Phani R., Joseph S., Sahai A.K., Climatological patterns of subseasonal eddy flux transfer based on the co‐spectral analysis over the Indian region and the derivation of an index of eddy transfer for operational tracking, International Journal of Climatology, 41, January 2021, DOI:10.1002/joc.6821, E1906-E1925

41. Ganesh S.S., Abhilash S., Joseph S., Manpreet Kaur, Dey A., Mandal Raju., Phani R., Chattopadhyay R., Pattanaik D.R., Sahai A.K., A review of the development and implementation of a tropical cyclone prediction system for North Indian Ocean in a multi-model ensemble framework, Mausam, 72, January 2021, 57-76

2020

40. Dey Avijit, Chattopadhyay R., Sahai S.K., Mandal R., Joseph S., Phani M.K., Pattanaik D.R., MJO Prediction Skill Using IITM Extended Range Prediction System and Comparison with ECMWF S2S, Pure and Applied Geophysics, 177, October 2020, DOI: 10.1007/s00024-020-02487-z, 5067–5079

39. Ganesh S.S., Sahai A.K., Abhilash S., Joseph S., Kaur M., Phani R., An improved cyclogenesis potential and storm evolution parameter for North Indian Ocean, Earth and Space Science, 7: e2020EA001209, October 2020, DOI:10.1029/2020EA001209, 1-10

38. Sahai A.K., Mandal R., Joseph S., Saha S., Awate P., Dutta S., Dey Avijit, Chattopadhyay R., Phani R., Pattanaik D.R., Despande S., Development of a probabilistic early health warning system based on meteorological parameters, Scientific Reports, 10:14741, September 2020, DOI:10.1038/s41598-020-71668-6, 1-13

37. Kaur M., Krishna R.P.M., Joseph S., Dey Avijit, Mandal M., Chattopadhyay R., Sahai A.K., Mukhopadhyay P., Abhilash S., Dynamical downscaling of a multimodel ensemble prediction system: Application to tropical cyclones, Atmospheric Science Letters, 21: e971, August 2020, DOI:10.1002/asl.971, 1-11

2019

36. Rao S.A., Goswami B.N., Sahai A.K., Rajagopal E.N., Mukhopadhyay P., Rajeevan M., Nayak S., Rathore L.S., Shenoi S.S.C., Ramesh K.J., Nanjundiah R.S., Ravichandran M., Mitra A.K., Pai D.S., Bhowmik S.K.R., Hazra A., Mahapatra S., Saha S.K., Chaudhari H.S., Susmitha Joseph, Pentakota S., Pokhrel S., Pillai P.A., Chattopadhay R., Deshpande M., Krishna R.P.M., Siddharth Renu, Prasad V.S., Abhilash S., Pani (2019) Monsoon Mission : A targeted activity to improve monsoon prediction across scales, Bulletin of the American Meteorological Society, Online, September 2019, DOI:10.1175/BAMS-D-17-0330.1

35. Avijit Dey, Chattopadhyay R., Sahai A.K., Mandal R., Susmitha Joseph, Phani R., Abhilash S (2019) Operational tracking method for the MJO using Extended Empirical Orthogonal Functions, Pure and Applied Geophysics, 176, June 2019, DOI:10.1007/s00024-018-2066-8, 2697-2717

34. Pattanaik D.R., Sahai A.K., Mandal R., Muralikrishna R.P., Dey A., Chattopadhyay R., Susmitha Joseph, Tiwari A.D., Mishra V., Evolution of operational extended range forecast system of IMD : Prospects of its applications in different sectors, Mausam, 70, April 2019, 233-264

33. Raju Mandal, Susmitha Joseph, A. K. Sahai, R. Phani, A. Dey, R. Chattopadhyay, and D. R. Pattanaik, Real time extended range prediction of heat waves over India, Scientific Reports, 9, 9008 (2019) doi:10.1038/s41598-019-45430-6

32. Sahai A. K., Rajib Chattopadhyay and Susmitha Joseph (2019) Extended Range Forecast, Geography and You, March 2019, 19(18): 16-21

31. Chattopadhyay R., Thomas A., Phani R., Joseph S., Sahai A.K., Study on the capability of the NCEP-CFS model in simulating the frequency and intensity of high-intensity rainfall events over Indian region in the high and low resolutions, Modeling Earth Systems and Environment, 5, March 2019, DOI:10.1007/s40808-018-0520-3, 85-100

30. Susmitha Joseph, Sahai A.K., Phani M.K., Mandal R., Dey Avijit, Chattopadhyay R., Abhilash S, (2019) Skill evaluation of extended range forecast of rainfall and temperature over meteorological subdivisions of India, Weather and Forecasting, February 2019, 34, 81-101, DOI:10.1175/WAF-D-18-0055

29. Ganesh S.S., Abhilash S., Sahai A.K., Susmitha Joseph, Chattopadhyay R., Mandal R., Dey A., Phani R. (2019) Genesis and track prediction of pre‑monsoon cyclonic storms over North Indian Ocean in a multi‑model ensemble framework, Natural Hazards, 95, February 2019, DOI:10.1007/s11069-018-3522-6, 823-843

28. Chattopadhyay R., Susmitha Joseph, Abhilash S., Mandal R., Dey A., Phani R., Ganesh S., Kaur M., Pattanaik D.R., Sahai A.K (2019) Understanding the intraseasonal variability over Indian region and development of an operational extended range prediction system, Mausam, 70, January 2019, 31-56

2018

27. Ganesh S.S., Sahai A.K., Abhilash S., Susmitha Joseph, Dey A., Mandal R., Chattopadhyay R., Phani R (2018) New approach to improve the track prediction of Tropical cyclones over North Indian Ocean, Geophysical Research Letters, 45, April 2018, DOI:10.1029/2018GL077650, 1-9

26. Abhilash S., Mandal R., Dey A., Phani R., Susmitha Joseph, Chattopadhyay R., De S., Agarwal N.K., Sahai A.K., Devi S.S., Rajeevan M (2018) Role of enhanced synoptic activity and its interaction with intraseasonal oscillations on the lower extended range prediction skill during 2015 monsoon season, Climate Dynamics, 51, January 2018, DOI:10.1007/s00382-018-4089-3, pages 3435–3446(2018)

2017

25. Sahai A.K., Sharmila S., Chattopadhyay R., Abhilash S., Susmitha Joseph, Borah N., Goswami B.N., Pai D.S., Srivastava A.K. (2017) Potential predictability of wet/dry spells transitions during extreme monsoon years: optimism for dynamical extended range prediction, Natural Hazards, 88, September 2017, DOI 10.1007/s11069-017-2895-2, 853-865

24. Sahai A. K., Borah N., Chattopadhyay R., Susmitha Joseph, Abhilash S. (2017) Bias‑correction and downscaling technique for operational extended range forecasts based on self organizing map, Climate Dynamics, 48, April 2017, DOI:10.1007/s00382-016-3214-4, 2437-2451

2016

23. Susmitha Joseph, Sahai A. K., Chattopadhyay R., Sharmila S., Abhilash S., Rajeevan M., Mandal R., Dey A., Borah N., Phani R (2016) Extremes in June rainfall during Indian summer monsoons of 2013 and 2014: Observational Analysis and Extended range prediction, Quarterly Journal of Royal Meteorological Society, 142, April 2016, DOI:10.1002/qj.2730, 1276-1289

22. Sahai A.K., Chattopadhyay R., Susmitha Joseph, Phani R., Abhilash S. (2016) Extended Range Prediction System and its Application, Vayu Mandal, 42, January 2016, 75-96

2015

21. Sahai A.K., Chattopadhyay R., Susmitha Joseph, Mandal R., Dey A., Abhilash A., Krishna R.P.M., Borah N. (2015) Real-time performance of a multi-model ensemble based extended range forecast system in predicting the 2014 monsoon season based on NCEP-CFSv2, Current Science, 109, November 2015, 1802-1813

20. Borah N., Sahai A. K., Abhilash S., Chattopadhyay R. , Susmitha Joseph, Sharmila S., Kumar A. (2015) Assessment of real-time extended range forecast of 2013 Indian summer monsoon, International Journal of Climatology, 35, October 2015, DOI:10.1002/joc.4178, 2860-2876

19. Susmitha Joseph, Sahai A.K., Abhilash S., Chattopadhyay R., Borah N., Mapes B.E., Rajeevan M., Kumar A. (2015) Development and evaluation of an objective criterion for the Real-Time prediction of Indian Summer Monsoon onset in a coupled model framework, Journal of Climate, 28, August 2015, DOI:10.1175/JCLI-D-14-00842.1, 6234-6248 Abhilash S., Sahai A.K., Borah N., Susmitha Joseph, Chattopadhyay R., Sharmila S., Rajeevan M., Mapes B.E., Kumar A (2015) Better spread-error relationship in a multimodel ensemble prediction system, Bulletin of the American Meteorological Society, 96, August 2015, 1228-1229

18. Abhilash S., Sahai A.K., Borah N., Susmitha Joseph, Chattopadhyay R., Sharmila S., Rajeevan M., Mapes B.E., Kumar A. (2015) Improved Spread–Error Relationship and Probabilistic Prediction from the CFS-Based Grand Ensemble Prediction System, Journal of Applied Meteorology and Climatology, 54, July 2015, DOI:10.1175/JAMC-D-14-0200.1, 1569-1578

17. Sahai A.K., Abhilash S., Chattopadhyay R., Borah N., Susmitha Joseph, Sharmila S, Rajeevan M Sahai A.K., Abhilash S., Chattopadhyay R., Borah N., Susmitha Joseph, Sharmila S, Rajeevan M. (2015) High-resolution operational monsoon forecasts: an objective assessment, Climate Dynamics, 44, June 2015, DOI:10.1007/s00382-014-2210-9, 3129-3140

16. Sharmila S., Susmitha Joseph, Chattopadhyay R., Sahai A.K., Goswami B.N. (2015) Asymmetry in space-time characteristics of Indian summer monsoon intraseasonal oscillations during extreme years: Role of seasonal mean states, International Journal of Climatology, 35, June 2015, DOI:10.1002/joc.4100, 1948-1963

15. Susmitha Joseph, Sahai A.K., Sharmila S., Abhilash S., Borah N., Chattopadhyay R., Pillai P.A., Rajeevan M., Arun Kumar (2015) North Indian heavy rainfall event during June 2013: diagnostics and extended range prediction, Climate Dynamics, 44, May 2015, DOI:10.1007/s00382-014-2291-5, 2049-2065

14. Sharmila S., Susmitha Joseph, Sahai A.K., Abhilash S., Chattopadhyay R. (2015) Future projection of Indian summer monsoon variability under climate change scenario: An assessment from CMIP5 climate models, Global and Planetary Change, 124, January 2015, DOI:10.1016/j.gloplacha.2014.11.004, 62–78

2014

13. Sahai A.K., Chattopadhyay R., Susmitha Joseph, Abhilash S., Borah N., Goswami B.N. (2014) New method to compute the principal components from self-organizing maps: an application to monsoon intraseasonal oscillations, International Journal of Climatology, 34, July 2014, DOI:10.1002/joc.3885, 2925–2939

12. Abhilash S., Sahai A.K., Borah N., Chattopadhyay R., Susmitha Joseph, Sharmila S., De S., Goswami B.N. (2014) Does bias correction in the forecasted SST improve the extended range prediction skill of active-break spells of Indian summer monsoon rainfall?, Atmospheric Science Letters, 15, June 2014, DOI:10.1002/asl2.477, 114–119

11. Abhilash S., Sahai A.K., Borah N., Chattopadhyay R., Susmitha Joseph, Sharmila S., De S., Goswami B.N., Arun Kumar (2014) Prediction and monitoring of monsoon intraseasonal oscillations over Indian monsoon region in an ensemble prediction system using CFSv2, Climate Dynamics, 42, May 2014, DOI:10.1007/s00382-013-2045-9, 2801-2815

2013

10. Sharmila S., P. A. Pillai, Susmitha Joseph, M. Roxy, R. P. M. Krishna, R. Chattopadhyay, S. Abhilash, A. K. Sahai and B. N. Goswami (2013) Role of Ocean-Atmosphere Interaction on Northward Propagation of Indian Summer Monsoon Intra-Seasonal Oscillations (MISO), Climate Dynamics, September 2013, DOI:10.1007/s00382-013-1854-1, 41, 1651–1669

9. Borah N., A. K. Sahai, R. Chattopadhyay, Susmitha Joseph, S. Abhilash and B. N. Goswami (2013) A self-organizing map– based ensemble forecast system for extended range prediction of active/break cycles of Indian summer monsoon, J. Geophys. Res. (Atmospheres), 118, August 2013, DOI:10.1002/jgrd.50688, 1-13

8. Chattopadhyay R., S. Sur, Susmitha Joseph, A. K. Sahai (2013)Diabatic heating profiles over the continental convergence zone during the monsoon active spells, Climate Dynamics, 41, July 2013, DOI:10.1007/s00382-013-1739-3, 205-226

7. Sahai A. K., S. Sharmila, S. Abhilash, R. Chattopadhyay, N. Borah,  R. P. M. Krishna, Susmitha Joseph, M. Roxy, S. De, S. Pattnaik and P. A. Pillai (2013) Simulation and Extended range prediction of Monsoon Intraseasonal Oscillations in NCEP CFS/GFS version 2 framework, Current Science, 25 May 2013

2012

6. Manoj M.G., P.C.S.Devara, Susmitha Joseph, A. K. Sahai (2012) Aerosol indirect effect during the aberrant Indian summer monsoon breaks of 2009, Atmospheric Environment, 60, December 2012, DOI:10.1016/j.atmosenv.2012.06.007, 153-163

5. Susmitha Joseph, Sahai A.K., Goswami B.N. Terray P., Masson S., Luo J.-J.  (2012)Possible role of warm SST bias in the simulation of boreal summer monsoon in SINTEX-F2 coupled model, Climate Dynamics, 38, April 2012, DOI 10.1007/s00382-011-1264-1, 1561-1576

2007-2011

4. Susmitha Joseph, Sahai A. K., Chattopadhyay R. and Goswami B. N. (2011) Can El-Niño and Southern Oscillation (ENSO) events modulate intraseasonal oscillations of Indian summer monsoon?, J. Geophys. Res. (Atmospheres), doi:10.1029/2010JD015510

3. Susmitha Joseph, Sahai A.K. and Goswami B. N. (2010) Boreal summer intraseasonal oscillations and seasonal Indian monsoon prediction in DEMETER coupled models, Climate Dynamics, 35, 651-667

2. Susmitha Joseph, Sahai A. K. and Goswami B. N. (2009) Eastward propagating MJO during boreal summer and Indian monsoon droughts, Climate Dynamics, 32, 1139-1153

1. Mandke S. K., Sahai A. K., Shinde M. A., Susmitha Joseph and Chattopadhyay R (2007) Simulated changes in active/break spells during Indian summer monsoon due to enhanced CO2 concentrations: Assessment from selected Coupled Atmosphere-Ocean global climate model, International Journal of Climatology, DOI: 10.1002/joc.1440

Papers Published in Proceedings/Books/Reports etc

17. A.K. Sahai, Rajib Chattopadhyay, Susmitha Joseph, Phani M Krishna, D. R. Pattnaik, S Abhilash, Seamless prediction of monsoon onset and active/break phases, Chapter in the book The Gap Between Weather and Climate Forecasting edited by Andrew Robertson and Frederic Vitart, Available at: https://www.elsevier.com/books/sub-seasonal-to-seasonal-prediction/robertson/978-0-12-811714-9

16. Susmitha Joseph, A. K. Sahai, A. Dey, R. Mandal and Aparnna Ravi P (2018) On  the dynamics of the extended breaks during 2017 monsoon, IITM Research Report, June 2018, ESSO/IITM/SERP/SR/05(2018)/194, ISSN 0252‐1075

15. Susmitha Joseph, R. Mandal, A. K. Sahai, R. Phani, A. Dey and R. Chattopadhyay (2018) Diagnostics and Real-Time Extended Range Prediction of Heat Waves over India, IITM Report, March 2018, ESSO/IITM/SERP/SR/03(2018)/192, ISSN 0252‐1075

14. Chattopadhyay Rajib,R.  Phani M.K., Susmitha Joseph, Dey Avijit, Mandal Raju, Sahai A.K (2018) A Comparison of Extended-Range Prediction of Monsoon in the IITM-CFSv2 with ECMWF S2S Forecast System,  IITM Research Report, RR-139, January 2018, ISSN 0252-1075, ESSO/IITM/SERP/SR/01(2018)/190

13. Susmitha Joseph, Sahai A.K., Phani R., Mandal Raju,  Dey A., Chattopadhyay Rajib (2017) Evaluation of Extended Range Forecast Skill on Subdivisional Scale over India, IITM Research Report, RR-137, May 2017, ISSN 0252-1075, ESSO/IITM/SERP/SR/01(2017)/188

12. D. R. Pattanaik, Raju Mandal, Avijit Dey , R. Phani, Susmitha Joseph, Rajib  Chattopadhyay, Shibin Balakrishnan and A. K. Sahai (2017) Performance of real time extended range forecast during southwest monsoon 2016, IMD Met Monograph: No. : ESSO/IMD/Synoptic Met./01(2017)/21

11. Sahai A.K., Chattopadhyay Rajib, Dey Avijit, Susmitha Joseph, Abhilash S., Phani M., Mandal Raju, Rajeevan M.N. and Hendon H (2016) MJO Diagnostics for Extended Range Prediction and Simulation in IITM CFSv2, IITM Research Report, RR-136, September 2016, ESSO/IITM/SERP/SR/02(2016)/ 187

10. Susmitha Joseph, A. K. Sahai, S. Abhilash, R. Mandal, R. Phani, R. Chattopadhyay and A. Dey (2016) Extended Range Prediction of heavy rainfall events, Bulletin of the Indian Meteorological Society, Pune Chapter, Vol. 17, February 2016, pp. xvi , Issue on IMSP Annual Monsoon Workshop-2015 & National Symposium on Understanding and Forecasting the Monsoon Extremes, IITM , Pune, 23-24 February 2016

9. Abhilash S., Raju M., Avijit D., R. Phani, Susmitha Joseph, R. Chattopadhyay, A. K. Sahai and M. Rajeevan (2015) Performance of the Extended Range Prediction System During 2015 Monsoon Season, Chapter 5 in A Research Report on the 2015 Southwest Monsoon,  edited by Milind Mujumdar, C. Gnanaseelan and M. Rajeevan, IITM Research Report, November 2015, ISSN 0252-1075, ESSO/IITM/SR/02(2015)/185.

8. Susmitha Joseph, A.K. Sahai, R. Chattopadhyay, S. Abhilash, M. Rajeevan (2014) Contrasting Progression Phase of Indian Summer Monsoon During June 2013 and 2014: Observational Diagnostics, IITM Research Report, RR-132, September 2014, ISSN 0252-1075, ESSO/IITM/SERP/SR/04(2014)/183

7. Susmitha Joseph, A. K. Sahai, S. Sharmila, S. Abhilash, N. Borah, P. A. Pillai, R. Chattopadhyay and Arun Kumar (2013) Extended Range Prediction of Uttarakhand Heavy Rainfall Event by an Ensemble Prediction System based on CFSv2, IITM Research Report, RR-131, November 2013, ISSN 0252-1075, ESSO/IITM/SERP/SR/03(2013)/180

6. N. Borah, S. Abhilash, Susmitha Joseph, R. Chattopadhyay, S. Sharmila and A.K. Sahai (2013) Development of Extended Range Prediction System Using CFSv2 and Its verification, IITM Research Report, RR-130, July 2013, ISSN 0252-1075

5. Abhilash S., Susmitha Joseph, R. Chattopadhyay, S. Pattnaik, P. Murali Krishna, S. Dey, A.K. Sahai, B.N. Goswami (2012) Performance of an ensemble prediction system based on CFSV2 for the extended range prediction of active-break spells of Indian summer monsoon rainfall during 2011, IITM Research Report, RR-128, December 2012

4. Sahai, A. K., S. Abhilash, S. Patnaik, Susmitha Joseph and Borah N. (2011) Extended Range Prediction of Active and Break Spells- 2011, Leeward News, Vol XV(No.4), pp.15-21

3. Sahai, A. K., Mandke, S. K., Shinde, M. A., Chattopadhyay, R., Susmitha Joseph and Goswami, B. N. (2007) Experimental seasonal forecast of Indian summer monsoon 2007: statistical and dynamical models, IITM Research Report, No. RR- 120.

2. Mandke S. K., Sahai A. K., Shinde M. A., Susmitha Joseph and Chattopadhyay R. (2006) Coupled multi-model response of active and break phases of Indian summer monsoon to enhanced CO₂ effect, IITM Research Report, No. RR- 112

1. Mandke S. K., Sahai A. K., Shinde M. A. and Susmitha Joseph (2006) Global warming and mean Indian summer monsoon,Working Group on Numerical Experimentation (WGNE) report, March 2006