Added value of CMIP6 over CMIP5 models in simulating Indian summer monsoon rainfall

An Overview of CMIP5 and the Experiment Design

Taylor, K. E., Stouffer, R. J., & Meehl, G. A. (2012) · Bulletin of the American Meteorological Society · doi:10.1175/bams-d-11-00094.1 · Cited by 14,052

Overview of the Coupled Model Intercomparison Project Phase 6 (CMIP6) experimental design and organization

Eyring, V., Bony, S., Meehl, G. A., Senior, C. A., Stevens, B., Stouffer, R. J., & Taylor, K. E. (2016) · Geoscientific Model Development · doi:10.5194/gmd-9-1937-2016 · Cited by 11,981

A dipole mode in the tropical Indian Ocean

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The Scenario Model Intercomparison Project (ScenarioMIP) for CMIP6

O'Neill, B. C., Tebaldi, C., van Vuuren, D. P., Eyring, V., Friedlingstein, P., Hurtt, G., Knutti, R., Kriegler, E., Lamarque, J.-F., Lowe, J., et al. (2016) · Geoscientific Model Development · doi:10.5194/gmd-9-3461-2016 · Cited by 5,241

Coupled ocean–atmosphere dynamics in the Indian Ocean during 1997–98

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On the Weakening Relationship Between the Indian Monsoon and ENSO

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Anthropogenic contribution to global occurrence of heavy-precipitation and high-temperature extremes

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High Resolution Model Intercomparison Project (HighResMIP v1.0) for CMIP6

Haarsma, R., Roberts, M. J., Vidale, P. L., Senior, C. A., Bellucci, A., Bao, Q., Chang, P., Corti, S., Fučkar, N. S., Guémas, V., et al. (2016) · Geoscientific model development · doi:10.5194/gmd-9-4185-2016 · Cited by 1,229

Evaluation of CMIP6 DECK Experiments With CNRM‐CM6‐1

Voldoire, A., Saint‐Martin, D., Sénési, S., Decharme, B., Alias, A., Chevallier, M., Colin, J., Guérémy, J., Michou, M., Moine, M., et al. (2019) · Journal of Advances in Modeling Earth Systems · doi:10.1029/2019ms001683 · Cited by 1,184

The Beijing Climate Center Climate System Model (BCC-CSM): the main progress from CMIP5 to CMIP6

Wu, T., Lu, Y., Fang, Y., Xin, X., Li, L., Li, W., Jie, W., Zhang, J., Liu, Y., Zhang, L., et al. (2019) · Geoscientific Model Development · doi:10.5194/gmd-12-1573-2019 · Cited by 1,069

Robustness of BSISO and air-sea interactions in the CMIP (Phase-6) models over the North Indian Ocean

Konda, G., & Vissa, N. K. (2022) · Dynamics of Atmospheres and Oceans · doi:10.1016/j.dynatmoce.2022.101316 · Cited by 13

Variation in the hydrological cycle in the Three-River Headwaters Region based on multi-source data

Yang, Y. H., Chen, R., Ding, Y., Zhao, Q., Li, H., & Liu, Z. (2022) · Frontiers in Environmental Science · doi:10.3389/fenvs.2022.1088467 · Cited by 13

Modeling climate change impacts on blue and green water of the Kobo-Golina River in data-scarce upper Danakil basin, Ethiopia

Abate, B. Z., Alaminie, A. A., Assefa, T. T., Tigabu, T. B., & He, L. R. (2024) · Journal of Hydrology Regional Studies · doi:10.1016/j.ejrh.2024.101756 · Cited by 13

Concurrent and dynamical interdependency of compound precipitation and wind speed extremes over India

Reddy, V. M., & Ray, L. K. (2024) · Atmospheric Research · doi:10.1016/j.atmosres.2024.107389 · Cited by 13

Temperature extremes Projections over Bangladesh from CMIP6 Multi-model Ensemble

Akter, M. Y., Islam, A. R. M. T., Mallick, J., Alam, M. M., Alam, E., Shahid, S., Biswas, J. C., Alam, G. M. M., Pal, S. C., & Oliver, M. M. H. (2024) · Theoretical and Applied Climatology · doi:10.1007/s00704-024-05173-5 · Cited by 13

Historical and future projections of southwest monsoon rainfall extremes: a comprehensive study using CMIP6 simulations

Varikoden, H., Jamshadali, V. H., George, C., Reshma, T., & Vishnu, R. N. (2024) · Atmospheric Research · doi:10.1016/j.atmosres.2024.107870 · Cited by 13

Evaluating CMIP6 model fidelity at simulating non-Gaussian temperature distribution tails

Catalano, A. J., Loikith, P. C., & Neelin, J. D. (2020) · Environmental Research Letters · doi:10.1088/1748-9326/ab8cd0 · Cited by 13

Assessing the Skills of Rossby Centre Regional Climate Model in Simulating Observed Rainfall over Rwanda

Umuhoza, J., Chen, L., & Mumo, L. (2021) · Atmospheric and Climate Sciences · doi:10.4236/acs.2021.113023 · Cited by 12

Impact of an acceleration of ice sheet melting on monsoon systems

Chemison, A., Defrance, D., Ramstein, G., & Caminade, C. (2022) · Earth System Dynamics · doi:10.5194/esd-13-1259-2022 · Cited by 13

Present-day and future projection of East Asian summer monsoon in Coupled Model Intercomparison Project 6 simulations

Sun, M.-A., Sung, H. M., Kim, J., Lee, J.-H., Shim, S., & Byun, Y. (2022) · PLoS ONE · doi:10.1371/journal.pone.0269267 · Cited by 12

Modelling the effect of aerosol and greenhouse gas forcing on the South Asian and East Asian monsoons with an intermediate-complexity climate model

Recchia, L., & Lucarini, V. (2023) · Earth System Dynamics · doi:10.5194/esd-14-697-2023 · Cited by 12

CMIP6 projections of spatiotemporal changes in rainfall and droughts over India

Naskar, P. R., Singh, G. P., Pattanaik, D. R., & Katiyar, S. (2023) · Journal of Earth System Science · doi:10.1007/s12040-023-02143-9 · Cited by 13

Evaluation and Projection of Precipitation in CMIP6 Models over the Qilian Mountains, China

Yang, X., Sun, W., Wu, J., Che, J., Liu, M., Zhang, Q., Wang, Y., Huai, B., Wang, Y., & Wang, L. (2023) · Remote Sensing · doi:10.3390/rs15174350 · Cited by 12

A long-term drought assessment over India using CMIP6 framework : present and future perspectives

Verma, A., VISHWAKARMA, A., Bist, S., Kumar, S., & Bhatla, R. (2023) · MAUSAM · doi:10.54302/mausam.v74i4.6198 · Cited by 12

The future of photovoltaic energy potential in Africa under higher emission scenarios: Insights from CMIP6 multi-model ensemble analysis

Adigun, P., Ogunrinde, A. T., Dairaku, K., Adebiyi, A. A., & Xian, X. (2024) · Solar Energy · doi:10.1016/j.solener.2024.113078 · Cited by 12

Effect of climate and land use change on discharge in the Betwa River basin, India, using SWAT based on CMIP6 and the Land Change Modeler model projections

Singh, R. P., Singh, V. G., Singh, S. K., Kumar, N., Ray, R. L., & Valjarević, A. (2025) · Journal of Water and Climate Change · doi:10.2166/wcc.2025.598 · Cited by 12

Explaining Globally Inhomogeneous Future Changes in Monsoons Using Simple Moist Energy Diagnostics

Bombardi, R. J., & Boos, W. R. (2021) · Journal of Climate · doi:10.1175/jcli-d-20-1012.1 · Cited by 12

Projections of future precipitation and air temperature over the Tibetan Plateau based on Coupled Model Intercomparison Project Phase 6 multimodel ensembles

Zhang, W., Liu, L., Lun, Y., Cheng, L., Li, X.-P., & Xu, Z.-X. (2022) · International Journal of Climatology · doi:10.1002/joc.7865 · Cited by 11

Quantification of model uncertainty in sub-daily extreme precipitation projections

Majhi, A., Dhanya, C. T., & Chakma, S. (2022) · Global and Planetary Change · doi:10.1016/j.gloplacha.2022.103967 · Cited by 13

Evaluation of Climate in CMIP6 Models over Two Third Pole Subregions with Contrasting Circulation Systems

Li, Y., Wang, C., & Su, F. (2021) · Journal of Climate · doi:10.1175/jcli-d-21-0214.1 · Cited by 12

Climate warming modifies hydrological responses in the southern Western Ghats and the western coastal plains (India): Insights from CMIP6-VIC simulations

Thomas, J., Rohith, A. N., Sebastian, D. E., Nizar, S., Jainet, P. J., Vema, V. K., & Sudheer, K. P. (2025) · Journal of Environmental Management · doi:10.1016/j.jenvman.2025.125252 · Cited by 11

Biases in Indian Summer Monsoon Precipitation Forecasts in the Unified Model and Their Relationship With BSISO Index

Keane, R. J., Parker, D. J., & Fletcher, J. K. (2021) · Geophysical Research Letters · doi:10.1029/2020gl090529 · Cited by 11

City-Wise Assessment of Suitable CMIP6 GCM in Simulating Different Urban Meteorological Variables over Major Cities in Indonesia

Bhanage, V. N., Lee, H. S., Kubota, T., Pradana, R. P., Fajary, F. R., Putra, I. D. G. A., & Nimiya, H. (2023) · Climate · doi:10.3390/cli11050100 · Cited by 11

Climate change impact on streamflow and suspended sediment load in the flood-prone river basin

Ranjan, R., & Mishra, A. (2023) · Journal of Water and Climate Change · doi:10.2166/wcc.2023.037 · Cited by 11

Impacts of reducing scattering and absorbing aerosols on the temporal extent and intensity of South Asian summer monsoon and East Asian summer monsoon

Fang, C., Haywood, J., Liang, J., Johnson, B., Chen, Y., & Zhu, B. (2023) · Atmospheric Chemistry and Physics · doi:10.5194/acp-23-8341-2023 · Cited by 11

Multilevel factorial analysis for effects of SSPs and GCMs on regional climate change: a case study for the Yangtze River Basin

Kuang, W., Huang, G., Zhou, X., Wang, S., Li, Y., & Yu, B. (2023) · Climate Dynamics · doi:10.1007/s00382-023-06996-0 · Cited by 11

Assessment of Climate Change’s Impact on Flow Quantity of the Mountainous Watershed of the Jajrood River in Iran Using Hydroclimatic Models

Najimi, F., Aminnejad, B., & Nourani, V. (2023) · Sustainability · doi:10.3390/su152215875 · Cited by 10

Exploring climate-change impacts on streamflow and hydropower potential: insights from CMIP6 multi-GCM analysis

Chanda, N., Chintalacheruvu, M. R., & Choudhary, A. K. (2024) · Journal of Water and Climate Change · doi:10.2166/wcc.2024.150 · Cited by 10

Projected changes in precipitation extremes over Southeast Asia: unraveling the roles of thermodynamic and dynamic contributions

Lin, Z., Ge, F., Chen, Q., Fraedrich, K., & Jin, Z. (2024) · Climate Dynamics · doi:10.1007/s00382-024-07491-w · Cited by 12

Evaluating future climate-driven changes in agricultural water resilience: Insights from CMIP6 model simulations for the Kagera River sub-basin

Tibangayuka, N., Mulungu, D. M. M., & Izdori, F. (2025) · Journal of Environmental Management · doi:10.1016/j.jenvman.2025.124745 · Cited by 10

Projected changes in surface air temperature over Pakistan under bias-constrained CMIP6 models

Karim, R., Tan, G., Ayugi, B., Shahzaman, M., Babaousmail, H., Ngoma, H., & Ongoma, V. (2023) · Arabian Journal of Geosciences · doi:10.1007/s12517-023-11243-1 · Cited by 11

Comparison of GCMs Under CMIP5 and CMIP6 in Reproducing Observed Precipitation in Ethiopia During Rainy Seasons

Gobie, B. G., Assamnew, A. D., Habtemicheal, B. A., & Woldegiyorgis, T. A. (2024) · Earth Systems and Environment · doi:10.1007/s41748-024-00394-0 · Cited by 10

Evaluation of CMIP6 HighResMIP Models and ERA5 Reanalysis in Simulating Summer Precipitation over the Tibetan Plateau

Chen, T., Zhang, Y., & Li, N. (2023) · Atmosphere · doi:10.3390/atmos14061015 · Cited by 9

Past, present, and future of the South Asian monsoon

Ummenhofer, C. C., Geen, R., Denniston, R. F., & Rao, M. P. (2024) · Elsevier eBooks · doi:10.1016/b978-0-12-822698-8.00013-5 · Cited by 9

Assessment and ranking of CMIP6-global climate models over the Calabria region (southern Italy)

Pellicone, G., & Caloiero, T. (2025) · Journal of Hydrology · doi:10.1016/j.jhydrol.2025.133655 · Cited by 9

Predicting the potential distribution of Podophyllum hexandrum Royle in the Himalaya under CMIP6 climate projections

Wani, Z. A., Rahim, A., Dar, J. A., Lone, A. N., & Siddiqui, S. (2025) · Scientific Reports · doi:10.1038/s41598-025-10862-w · Cited by 9

Does Increasing Horizontal Resolution Improve Seasonal Prediction of Indian Summer Monsoon?: A Climate Forecast System Model Perspective

Kumar, S., Phani, R., Mukhopadhyay, P., & Balaji, C. (2022) · Geophysical Research Letters · doi:10.1029/2021gl097466 · Cited by 9

Assessing future urban flood hazard: A comprehensive approach to estimating the implications of future rainfall scenarios

Moon, H., Yoon, S., Kim, J., & Moon, Y. (2024) · Journal of Flood Risk Management · doi:10.1111/jfr3.13000 · Cited by 9

How reliable are Coupled Model Intercomparison Project Phase 6 models in representing the Asian summer monsoon anticyclone?

Singh, B. B., Kumar, K. N., Seelanki, V., Karumuri, R. K., Attada, R., & Kunchala, R. K. (2022) · International Journal of Climatology · doi:10.1002/joc.7646 · Cited by 9

Optimization of CMIP6 models for simulation of summer monsoon rainfall over India by analysis of variance

Kulkarni, A., Raju, P. V. S., Ashrit, R., Sagalgile, A., Singh, B. B., & Prasad, J. (2024) · Quarterly Journal of the Royal Meteorological Society · doi:10.1002/qj.4757 · Cited by 8

Evaluation of the characteristics of Indian summer monsoon simulated by CMIP6 models

Saha, M., & Singh, C. (2024) · International Journal of Climatology · doi:10.1002/joc.8484 · Cited by 8

Predicting daily maximum temperature over Andhra Pradesh using machine learning techniques

Velivelli, S., Satyanarayana, G. C., & Ali, M. M. (2024) · Theoretical and Applied Climatology · doi:10.1007/s00704-024-05146-8 · Cited by 9

Assessment of Droughts and Floods During the Indian Summer Monsoon Using the Coupled Model Intercomparison Project Phase 6 Historical and Future Simulations

George, C., Varikoden, H., Kuttippurath, J., Chaluvadi, R., & Babu, C. A. (2024) · International Journal of Climatology · doi:10.1002/joc.8729 · Cited by 8

Study of hydrologically critical subbasins under climate change

Gaur, S., Kumar, R., Ohri, A., Mishra, S., Gond, A. K., Dwivedi, S. B., Jha, M., Chaturvedi, A., & Singh, B. N. (2023) · Journal of Water and Climate Change · doi:10.2166/wcc.2023.038 · Cited by 8

Projection of Rainfed Rice Yield Using CMIP6 in the Lower Lancang–Mekong River Basin

Xie, S., Liu, H., Liu, D., Hu, H., Dong, Z., Wang, T., & Ming, G. (2023) · Agronomy · doi:10.3390/agronomy13061504 · Cited by 8

On the role of climate change in the 2018 flooding event in Kerala

Dhasmana, M. K., Mondal, A., & Zachariah, M. (2023) · Environmental Research Letters · doi:10.1088/1748-9326/ace6c0 · Cited by 8

Response of climate change and land use land cover change on catchment-scale water balance components: a multi-site calibration approach

Kumar, S. B., Mishra, A., & Dash, S. S. (2024) · Journal of Water and Climate Change · doi:10.2166/wcc.2024.581 · Cited by 9

Fusion of diverse data sources for flood extent mapping and risk assessment in Sindh: A comparative study of inundation mapping approaches

Rana, V. K., Pham, Q. B., Granata, F., Nunno, F. D., & Dang, T. D. (2024) · Advances in Space Research · doi:10.1016/j.asr.2024.05.001 · Cited by 8

Value addition in coupled model intercomparison project phase 6 over phase 5: global perspectives of precipitation, temperature and soil moisture fields

Dutta, R., & Maity, R. (2022) · Acta Geophysica · doi:10.1007/s11600-022-00793-9 · Cited by 8

Biases of the Mean and Shape Properties in CMIP6 Extreme Precipitation Over Central Asia

Liu, Z., Zhang, G., Ding, J. J., & Xiao, X. (2022) · Frontiers in Earth Science · doi:10.3389/feart.2022.918337 · Cited by 10

Cyclone generation Algorithm including a THERmodynamic module for Integrated National damage Assessment (CATHERINA 1.0) compatible with Coupled Model Intercomparison Project (CMIP) climate data

Guenedal, T. L., Drobinski, P., & Tankov, P. (2022) · Geoscientific model development · doi:10.5194/gmd-15-8001-2022 · Cited by 7

Rating Performances of Global Climate Models in Capturing Monsoon Rainfall Patterns in Sri Lanka

Jayaminda, C., Gunawardhana, L. N., & Rajapakse, L. (2023) · Moratuwa Engineering Research Conference (MERCon) · doi:10.1109/mercon60487.2023.10355390 · Cited by 8

Annex V: Monsoons

(IPCC), I. P. O. C. C. (2023) · doi:10.1017/9781009157896.019 · Cited by 8

Groundwater recharge assessment under climate change scenarios: a case study of Kiryandongo, Uganda

Ochwo, O. C. M., Okwir, G., Selemani, J. R., & Mataba, G. R. (2025) · Journal of Water and Climate Change · doi:10.2166/wcc.2025.801 · Cited by 7

Multi-temporal evaluation of CMIP6 models for maximum temperature in East India: improving climate dynamics understanding

Patel, G., & Das, S. (2025) · Stochastic Environmental Research and Risk Assessment · doi:10.1007/s00477-025-02963-9 · Cited by 7

Groundwater sustainability in the Varuna river basin: impacts of climate change and population growth

Kumar, R., Bhattacharjee, R., Gaur, S., & Ohri, A. (2025) · Environmental Earth Sciences · doi:10.1007/s12665-025-12213-4 · Cited by 7

Advancements in Extreme Precipitation Projections for South Asia: A Comparative Evaluation of CMIP5 and CMIP6 Models

Kamruzzaman, M., Wahid, S. M., Mainuddin, M., Chiew, F. H. S., Islam, A. R. M. T., Hamed, M. M., Thorp, K. R., & Shahid, S. (2025) · International Journal of Climatology · doi:10.1002/joc.8915 · Cited by 7

Probabilistic quantification of global drought risk amplification from temperature-enhanced evapotranspiration under climate change

Ogunrinde, A. T., Adigun, P., Xue, X., Dairaku, K., Shah, S. A., & Adawa, I. S. (2025) · Geoscience Frontiers · doi:10.1016/j.gsf.2025.102235 · Cited by 7

Emerging heat stress patterns across India under future climate scenarios

Molina, M. O., Soares, P. M. M., Agarwal, A., & Trigo, R. M. (2026) · Scientific Reports · doi:10.1038/s41598-026-36299-3 · Cited by 7

Symmetric and asymmetric response of Indian Summer Monsoon rainfall to different ENSO decay phases in observations and CMIP6 models

Chowdary, J. S., Saikrishna, T. S., Ramu, D. A., Darshana, P., Parekh, A., Gnanaseelan, C., & Osuri, K. K. (2022) · Global and Planetary Change · doi:10.1016/j.gloplacha.2022.104000 · Cited by 7

Climate change impact on crop stress and food security in a semi-arid river basin

Sharma, A., Patel, P. L., & Sharma, P. J. (2023) · AQUA - Water Infrastructure Ecosystems and Society · doi:10.2166/aqua.2023.168 · Cited by 7

How virtuous are the bias corrected CMIP6 models in the simulation of heatwave over different meteorological subdivisions of India?

Singh, S., Mall, R. K., Singh, P. K., Bhatla, R., & Chaubey, P. K. (2024) · Urban Climate · doi:10.1016/j.uclim.2024.101936 · Cited by 7

Optimal reliability ensemble averaging approach for robust climate projections over China

Gao, Y., Yu, Z., Zhou, M., Ju, Q., Wen, L., & Huang, T. (2024) · International Journal of Climatology · doi:10.1002/joc.8485 · Cited by 7

Future water requirements of the wheat crop in Northern Algeria under climate change scenarios

Mokhtari, S., Benmehaia, A. M., Nourani, A., & Hadjeb, A. (2025) · Regional Environmental Change · doi:10.1007/s10113-025-02378-w · Cited by 7

Impacts of climate change on the distribution pattern of Himalayan Rhubarb (Rheum australe D. Don) in Nepal Himalaya

Paudel, B. R., Subedi, C. K., Ghimire, S., Pyakurel, D., Rajbhandari, M., & Chaudhary, R. P. (2025) · PLoS ONE · doi:10.1371/journal.pone.0323755 · Cited by 5

Improvisation in Climate Model Selection and Effective Hydrological Modelling in Face of Climate Change: A Case Study of Seonath River Basin, India

Reddy, P. K. K., Harikeerthan, M. K., Nayak, S. G., Joshi, S. S., Kishore, N., & Sahu, R. T. (2025) · Journal of the Indian Society of Remote Sensing · doi:10.1007/s12524-025-02321-w · Cited by 6

Assessment of climate change impacts on crop and irrigation water demand in the Awash River basin of Ethiopia using CMIP6 models

Meskelu, E., Ayana, M., & Birhanu, D. (2025) · Discover Water · doi:10.1007/s43832-025-00307-w · Cited by 6

Water resources projection using CMIP6 global climate models and water balance uncertainty

Daliri, F., & Singh, V. P. (2026) · ENVIRONMENTAL SYSTEMS RESEARCH · doi:10.1186/s40068-025-00449-9 · Cited by 6

Potential changes in cooling degree day under different global warming levels and shared socioeconomic pathways in West Africa

Odou, O. D. T., Ursula, H. H., Adamou, R., Godjo, T. G., & Moussa, M. S. (2023) · Environmental Research Letters · doi:10.1088/1748-9326/acbc8f · Cited by 5

Flipping of temperature and precipitation trends over the Indian subcontinent due to diametrically opposing influence of GHGs and aerosols

Shilin, A., Ghosh, S., & Karmakar, S. (2024) · Environmental Research Letters · doi:10.1088/1748-9326/ad4974 · Cited by 6

A Comparison of Global Surface Air Temperature Over the Oceans Between CMIP5 Models and NCEP Reanalysis

Zhu, X., Dong, T., Zhao, S., & He, W. (2021) · Frontiers in Environmental Science · doi:10.3389/fenvs.2021.656779 · Cited by 6

Variability in Future Atmospheric Circulation Patterns in the MPI-ESM1-2-HR Model in Iran

Ghassabi, Z., Fattahi, E., & Habibi, M. (2023) · Atmosphere · doi:10.3390/atmos14020307 · Cited by 6

NOx‐Induced Changes in Upper Tropospheric O3 During the Asian Summer Monsoon in Present‐Day and Future Climate

Roy, C., Rathod, S., & Ayantika, D. C. (2023) · Geophysical Research Letters · doi:10.1029/2022gl101439 · Cited by 6

Multivariate drought risk assessment of tropical river basin in South India under SSP scenarios

Ramachandran, A., Lakshminarayanan, B., Ramaswamy, M., & Joseph, K. (2024) · Theoretical and Applied Climatology · doi:10.1007/s00704-024-05048-9 · Cited by 7

Does increasing the spatial resolution in dynamical downscaling impact climate change projection of Indian summer monsoon, population and GDP?

Jayasankar, C. B., Rajendran, K., & Surendran, S. (2021) · Theoretical and Applied Climatology · doi:10.1007/s00704-021-03633-w · Cited by 6

Evaluation of atmospheric moisture transport to the Tibetan Plateau from 33 CMIP6 models

Liu, Y., Gao, J., & Wang, Y. (2024) · npj Climate and Atmospheric Science · doi:10.1038/s41612-024-00785-0 · Cited by 5

Understanding the Biases in Daily Extreme Precipitation Climatology in CMIP6 Models

Chen, J., Liu, B., Martinez‐Villalobos, C., Wang, B., & Zhang, Z. (2025) · Geophysical Research Letters · doi:10.1029/2024gl114507 · Cited by 5

Multi-criteria decision-making and machine learning-based CMIP6 general circulation model ensemble for climate projections in a tropical river basin in India

Kumar, G. P., Vinod, D., Dwarakish, G. S., & Mahesha, A. (2025) · Acta Geophysica · doi:10.1007/s11600-025-01623-4 · Cited by 5

Deep-learning-based streamflow prediction in monsoon rainfall-dominated catchment under projected climate scenarios for water resource management

Sahu, R., Singh, D., Liu, S., Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬, Z. M., Su, F., & Rai, S. (2025) · International Journal of River Basin Management · doi:10.1080/15715124.2025.2561857 · Cited by 5

An evaluation of statistical and deep learning-based correction of monthly precipitation over the Yangtze River basin in China based on CMIP6 GCMs

He, A., Wang, C., Xu, L., Wang, P., Wang, W., Chen, N., & Chen, Z. (2024) · Environment Development and Sustainability · doi:10.1007/s10668-024-05005-6 · Cited by 5

TeaNet: An Enhanced Attention Network for Climate-Resilient River Discharge Forecasting Under CMIP6 SSP585 Projections

Parasar, P., Moral, P., Srivastava, A., Krishna, A. P., Sharma, R. N. K., Rathore, V. S., Mustafi, A., Mishra, A. P., Hasher, F. F. B., & Zhran, M. (2025) · Sustainability · doi:10.3390/su17094230 · Cited by 6

Spatio-temporal distribution of groundwater recharge under climate change in the Namngum++ river basin in lower Mekong region

Dhungana, S., Shrestha, S., Pradhan, P., Saurav, K. C., Gupta, A., & Nguyen, T. P. L. (2024) · Groundwater for Sustainable Development · doi:10.1016/j.gsd.2024.101171 · Cited by 5

Understanding the Biases in Global Monsoon Simulations from the Perspective of Atmospheric Energy Transport

Chen, Z., Zhou, T., Chen, X., Zhang, L., Qian, Y., Wang, Z., He, L., & Leung, L.-Y. R. (2024) · Journal of Climate · doi:10.1175/jcli-d-23-0444.1 · Cited by 6

Impact of the stratospheric quasi-biennial oscillation on the early stage of the Indian summer monsoon

Hu, J., Dou, W., Ren, R., Deng, J., Luo, J., & Zhao, J. (2024) · Climate Dynamics · doi:10.1007/s00382-024-07433-6 · Cited by 5

Multiscenario Analysis of Hydrological Responses to Climate Change over River Basins of the Western Ghats of India

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Climate change impact on rainfall erosivity factor using disaggregation model under CMIP6 shared socio-economic pathways

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Enhancing global CMIP6 model temperature predictions using deep learning neural networks

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The Observed and Projected Changes of Global Monsoons: Current Status and Future Perspectives

Zhou, T., Chen, X., Zhang, W., Wu, B., Chen, Z., Jiang, J., Huang, X., Hu, S., Zuo, M., Man, W., et al. (2025) · Advances in Atmospheric Sciences · doi:10.1007/s00376-025-5094-1 · Cited by 4

Performance evaluation of bias correction methods for CMIP6 precipitation datasets in the drylands of the Wolaita Zone, Southern Ethiopia

Chinasho, A. (2025) · International Journal of Climate Change Strategies and Management · doi:10.1108/ijccsm-06-2025-0178 · Cited by 4

Assessment of CMIP6 GCMs’ Simulation of Southwest Monsoon Rainfall over Indian Monsoon Core Region

Kesavavarthini, T., Sabarinath, A., Nair, M. M., & Rajesh, A. N. (2024) · Theoretical and Applied Climatology · doi:10.1007/s00704-024-04974-y · Cited by 4

Evaluation of the impact of the tropical oscillations on the Indian summer monsoon in the global climate models

Dutta, U., Bhowmik, M., Hazra, A., Shiu, C., & Chen, J. (2024) · Theoretical and Applied Climatology · doi:10.1007/s00704-024-05160-w · Cited by 4

Investigating the Limitations of Multi‐Model Ensembling of Climate Model Outputs in Capturing Climate Extremes

Manikanta, V., Reddy, V. M., & Das, J. (2024) · International Journal of Climatology · doi:10.1002/joc.8660 · Cited by 4

Enhancing meteorological data reliability: An explainable deep learning method for anomaly detection

Qu, Z., Xiao, R., Yang, K., Li, M., Hu, X., Liu, Z., Luo, X., Gu, Z., & Li, C. (2025) · Journal of Environmental Management · doi:10.1016/j.jenvman.2024.124011 · Cited by 4

Changes in historical and future precipitation patterns across the contiguous United States

Sharif, R. B., Maggioni, V., & Dollan, I. J. (2025) · Frontiers in Earth Science · doi:10.3389/feart.2025.1542536 · Cited by 4

Analysis of deficit summer monsoon rainfall over India in CMIP5 simulations

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An Origin of North American Monsoon Retreat Biases in Climate Models

Ye, J., & Wang, Z. (2023) · Journal of Climate · doi:10.1175/jcli-d-22-0592.1 · Cited by 4

Quantification of uncertainties in projections of extreme daily precipitation simulated by CMIP6 GCMs over homogeneous regions of India

Nair, M. M., Rajesh, A. N., Sahai, A. K., & Kumar, T. V. L. (2023) · International Journal of Climatology · doi:10.1002/joc.8269 · Cited by 7

Future projections of precipitation and temperature extremes at Sohra (Cherrapunji) using Statistical Downscaling Model

Kalita, R., Kalita, D., & SAXENA, A. (2023) · MAUSAM · doi:10.54302/mausam.v75i1.6081 · Cited by 4

State-of-the-art climate models reduce dominant dynamical uncertainty in projections of extreme precipitation

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Controls on propagation of the Indian monsoon onset in an idealised model

Recchia, L., Griffiths, S. D., & Parker, D. J. (2021) · Quarterly Journal of the Royal Meteorological Society · doi:10.1002/qj.4165 · Cited by 4

Evaluation of Indian Summer Monsoon Precipitation using CMIP5 and CMIP6 models

Salunke, P., & Mishra, S. K. (2022) · doi:10.5194/egusphere-egu22-11673 · Cited by 1

Improvements of CMIP6 over CMIP5 for Simulating Indian Summer Monsoon Rainfall and Indian Ocean TeleconnectionsPreprint

Yadav, A., Singh, G. P., & Kumar, P. (2026) · Research Square · doi:10.21203/rs.3.rs-10468674/v1

Robust increase of Indian monsoon rainfall and its variability under future warming in CMIP6 models

Katzenberger, A., Schewe, J., Pongratz, J., & Levermann, A. (2021) · Earth System Dynamics · doi:10.5194/esd-12-367-2021 · Cited by 276

Simulation of Indian summer monsoon rainfall, interannual variability and teleconnections: evaluation of CMIP6 models

Rajendran, K., Surendran, S., Varghese, S. J., & Sathyanath, A. (2021) · Climate Dynamics · doi:10.1007/s00382-021-06027-w · Cited by 77

Evaluation of CMIP6 Models' Performance on Simulation of Indian Summer Monsoon

Dubey, N., & Pathak, A. (2019) · AGU Fall Meeting Abstracts