आईआईटीएम
IITM

16. Tirkey S., Goswami T., Ganai M., Phani M.K.R., Deshpande M., Mukhopadhyay P., Pattanaik D.R., Effective forecast diagnostics for predicting extreme rainfall events: A statistics-based approach, Journal of Earth System Science, 134: 154, July 2025, DOI:10.1007/s12040-025-02608-z, 1-19

15. Krishna, R. P. M., Kumar, S., Prajeesh, A. G., Bechtold, P., Wedi, N., Roy, K., Ganai, M., Reddy, B. R., Tirkey, S., Goswami, T., Kanase, R., Sarkar, S., Deshpande, M., and Mukhopadhyay, P.: Indian Institute of Tropical Meteorology (IITM) High-Resolution Global Forecast Model version 1: an attempt to resolve monsoon prediction deadlock, Geosci. Model Dev., 18, 1879–1894, https://doi.org/10.5194/gmd-18-1879-2025, 2025

14. Tanmoy Goswami, Parthasarathi Mukhopadhyay, Relationship between extreme rainfall events and cloud optical properties over tropics, Chapter in: Mukhopadhyay P., Khouider B., Shige S. (eds), Multi-Scale Precipitation Variability Over the Tropics: New Insights from Observations and Modelling, 2025,  https://doi.org/10.1016/B978-0-443-14030-3.00012-7

13.  Goswami T., Mukhopadhyay P., Phani M.K.R., Rajeevan M., Chowdhuri S., Can a 12 Km GFS model simulate the observed relationship between cloud optical properties and extreme rainfall of Indian Summer monsoon?, Weather and Forecasting, Online, November 2024, DOI:10.1175/WAF-D-24-0010.1, 1-29

12.  Mukhopadhyay P., Goswami T., Tirkey S., Kanase R.D., Phani Murali Krishna, R., Deshpande M. (2023). Severe Weather Events Over the Indian Region: Insights from Ensemble Prediction System. In: Gahalaut, V.K., Rajeevan, M. (eds) Social and Economic Impact of Earth Sciences. Springer, Singapore. https://doi.org/10.1007/978-981-19-6929-4_3

11.  M. Rajeevan, Rohini. P, Smitha Anil Nair, Snehlata Tirkey, Tanmoy Goswami, Naresh Kumar. (2023), Heat and cold waves in India. IMD Met. Monograph: MoES/IMD/Synoptic Met/01(2023)/28

10. Mukhopadhyay P., Bechtold P., Zhu Y., Krishna R.P.M., Kumar Siddharth, Ganai M., Tirkey S., Goswami T., Mahakur M., Deshpande M., Prasad V.S., Johny C.J., Mitra A., Ashrit R., Sarkar A., Sarkar Sahadat, Roy Kumar, Andrews E., Kanase R., Malviya S., Abhilash S., Domkawle M., Pawar S.D., Mamgain A., Durai V.R., Nanjundiah R.S., Mitra A.K., Rajagopal E.N., Mohapatra M., Rajeevan M., Unravelling the mechanism of extreme (more than 30 sigma) precipitation during August 2018 and 2019 over Kerala, India, Weather and Forecasting, 36, August 2021, DOI:10.1175/WAF-D-20-0162.1, 1253–1273

9. Mukhopadhyay P., Bechtold P., Zhu Y., Krishna R.P.M., ... et al, Unravelling the mechanism for extreme rain events in Kerala, India, Bulletin of the American Meteorological Society, May 2021, 400-401 (Nowcast: Papers of Note)

8. M. Mohapatra, D. S. Pai, A.K. Sahai, P. Mukhopadhyay, A. Mitra, A. Bandgar, C.J. Johny, D.R. Pattanaik, D. Surendran, M. Benke, M. Deshpande, M. Ganai, M. Sharma, N. Kumar, O.P. Sreejith, R. Chattopadhyay, R. Phani Murali Krishna, S. Abhilash, Sunitha Devi, S. Joseph, A. Suryachandra Rao, S. Sarkar, S. Tirkey, T. Goswami and V.S. Prasad: Contribution of Monsoon Mission to Operational Advances: Short to Medium Range, Extended Range and Seasonal Forecasts, CLIVAR Exchanges, No.79, DOI: 10.36071/clivar.79.2020

7.  Medha Deshpande, C.J. Johny, Radhika Kanase, Snehlata Tirkey, Sahadat Sarkar, Tanmoy Goswami, Kumar Roy, Malay Ganai, R. Phani Murali Krishna, V.S. Prasad, P. Mukhopadhyay, V.R. Durai, Ravi S. Nanjundiah and M. Rajeevan. Implementation of Global Ensemble Forecast System (GEFS) at 12km Resolution. Technical Report No.TR-06 ESSO/IITM/MM/TR/02(2020)/200

6. Goswami T., Mukhopadhyay P., Ganai M.,Krishna R.P.M., Mahakur M., Han J., How changing cloud water to rain conversion profile impacts on radiation and its linkage to a better Indian summer monsoon rainfall simulation, Theoretical and Applied Climatology, Online, May 2020, DOI:10.1007/s00704-020-03222-3, 1-12

5. Goswami T., Goswami B.B., Krishna R.P.M., Mukhopadhyay P., Evaluation of SP-CAM and SP-CCSM in capturing the extremes of summer monsoon rainfall over Indian region, Journal of Earth System Science, 129:116, April 2020, DOI:10.1007/s12040-020-1381-5

4. Rao Suryachandra 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 Subodh K., Chaudhari H.S., Joseph S., Sreenivas P., Pokhrel S., Pillai P.A., Chattopadhay R., Deshpande M., Krishna R.P.M., Siddharth Renu, Prasad V.S., Abhilash S., Swapna P., Krishnan R., Siddharth Kumar, Ramu D.A., Reddy S.S., Arora A., Goswami T., Rai A., Srivastava A., Pradhan M., Tirkey S., Ganai M., Mandal R., Dey A., Sarkar S., Malviya S., Dhkate A., Salunke K., Maini P., Monsoon Mission : A targeted activity to improve monsoon prediction across scales, Bulletin of the American Meteorological Society, 100, December 2019, DOI:10.1175/BAMS-D-17-0330.1, 2509-2532

3. Mukhopadhyay P., Prasad V.S., Krishna R.P.M., Deshpande M., Ganai M., Tirkey S., Sarkar S., Goswami T., Johny C.J., Roy K., Mahakur M., Durai V.R., M Rajeevan, Performance of a very high-resolution global forecast system model (GFS T1534) at 12.5 km over the Indian region during the 2016–2017 monsoon seasons, Journal of Earth System Science, 128, August 2019, DOI:10.1007/s12040-019-1186-6, 1-18

2. Goswami T., Suryachandra A. Rao, Hazra A., Chaudhari H.S., Dhakate A., Salunke K., Mahapatra S.(2017) Assessment of simulation of radiation in NCEP Climate Forecasting System (CFS V2), Atmospheric Research, 193, September 2017, DOI:10.1016/j.atmosres.2017.04.013, 94-106

1. Arora A., Suryachandra A. Rao, Chattopadhyay R., Goswami T., George G., Sabeerali C.T.(2016) Role of Indian Ocean SST variability on the recent global warming hiatus, Global and Planetary Change, 143, August 2016, 21-30