2025
Luong, T.M., Dasari, H.P., Attada, R., Chang, H.-I. et al. (2025) Rainfall climatology and predictability over the Kingdom of Saudi Arabia at subseasonal scale. Quarterly Journal of the Royal Meteorological Society. https://doi.org/10.1002/qj.5015.
Gandham, H., Dasari, H.P., Luong, T.M., Attada, R. et al. (2025) Declining summer circulation over the Eastern Mediterranean and Middle East. npj Clim Atmos Sci 8, 177 (2025). https://doi.org/10.1038/s41612-025-01072-2.
Saini, R., Attada, R. (2025) Indian summer monsoon precipitation and extremes over the Indian Himalayas in WRF dynamically downscaled (HARv2) reanalysis. Clim Dyn 63, 158. https://doi.org/10.1007/s00382-025-07648-1.
Pandidurai, D., Attada, R., Chakraborty, R., Kumari, A. and Kumar, P. (2025) Widespread monsoon extreme rainfall events over the central Indian region: Influence of dynamics and thermodynamics. Clim Dyn 63, 151. https://doi.org/10.1007/s00382-025-07641-8.
Kumari, A., Attada, R., Chowdary, J.S., Mahendra, N., Chilukoti, N. and Karumuri, R.K. (2025). Recent decades witness a strong east-west gradient of monsoon precipitation changes over Northern India. Atmospheric Research, p.108014. https://doi.org/10.1016/j.atmosres.2025.108014.
Nischal, S., & R. Attada. (2025). Multi-Physics Ensemble Framework for Representing Western Himalayan Precipitation Climatology and Extremes: An Assessment from WRF Model. Wea. Forecasting, https://doi.org/10.1175/WAF-D-24-0057.1, in press.
Velivelli, S., Satyanarayana, G.C., Chowdary, J.S., Srinivas G., Patekar D., Konda G., Attada, R., Parekh, A. & Gnanaseelan, C. (2025) Surface air temperature variability over India in CMIP6 models during spring and early summer: after effect of El Niño. Clim Dyn 63, 164. https://doi.org/10.1007/s00382-025-07654-3.
Kajakokulan, P., Jayawardena, S. & R. Attada (2025). Strengthening of Indian Ocean Dipole-Rainfall Relationship in Sri Lanka After the 1980s. Earth Syst Environ. https://doi.org/10.1007/s41748-025-00572-8.
Lakshman, K., Nadimpalli, R., Srivastava, A., Osuri, K.K., Attada, R. and Parekh, A. (2025), High-Resolution Analysis of Severe Heat Wave Dynamics and Thermal Discomfort Across India. Int J Climatol. https://doi.org/10.1002/joc.8753.
2024
Saini, R., & Attada, R. (2024). Deciphering the characteristics and drivers of the summer monsoon precipitation extremes over the Indian Himalayas. Journal of Geophysical Research: Atmospheres, 129, e2024JD042226. https://doi.org/10.1029/2024JD042226.
Nischal., Attada, R., Hunt, K.M.R. & Barlow, M. (2024) Underlying physical mechanisms of winter precipitation extremes over India’s high mountain region. Quarterly Journal of the Royal Meteorological Society, 1–24. https://doi.org/10.1002/qj.4661.
Athira, K.S., Attada, R. and Rao, V.B. (2024). Synoptic dynamics of cold waves over north India: Underlying mechanisms of distinct cold wave conditions. Weather and Climate Extremes, p.100641. https://doi.org/10.1016/j.wace.2024.100641.
Karumuri, R. K., Dasari, H. P., Gandham, H., Kunchala, R. K., Attada, R., Ashok, K., & Hoteit, I. (2024). Investigation of dust‐induced direct radiative forcing over the Arabian Peninsula based on high-resolution WRF‐Chem simulations. Journal of Geophysical Research: Atmospheres, 129, e2024JD040963. https://doi.org/10.1029/2024JD040963.
Govande, A., Attada, R. & Shukla, K.K. Predicting PM2.5 levels over Indian metropolitan cities using Recurrent Neural Networks. Earth Sci Inform 18, 1 (2024). https://doi.org/10.1007/s12145-024-01491-4
Kunchala RK, Attada, R., Karumuri RK, Seelanki V, Singh BB, Ashok K and Hoteit I (2024) Climatology, trends, and future projections of aerosol optical depth over the Middle East and North Africa region in CMIP6 models. Front. Clim. 6:1384202.doi: 10.3389/fclim.2024.1384202.
Shukla, K.K., Attada, R., Sarangi, C., Kunchala, R.K., Devulapalli, V.P., (2024) Exploring the factors responsible for aerosol asymmetric trends over indo-gangetic plain using remote sensing observations, Journal of Atmospheric and Solar-Terrestrial Physics. https://doi.org/10.1016/j.jastp.2024.106220.
Shukla, K.K., Kumar, G., Tomar, C.S., Attada, R., Niranjan Kumar, K., Mishra, A.K. (2024) Long-term variability of the low level clouds across Indo-Gangetic Plain. Dynamics of Atmospheres and Oceans, 101521, https://doi.org/10.1016/j.dynatmoce.2024.101521.
Mahendra, N., N. Chilukoti, J.S. Chowdary, et al., (2024) Contrasting influence of the 1997 and 2015 El Niño on the Indian Summer Monsoon Rainfall: Role of the Southern Hemisphere, Global and Planetary Change, https://doi.org/10.1016/ j.gloplacha.2024.104601.
Shukla, K.K., Kunchala R.K., Attada, R., Karumuri, R.K., Kondapalli, N.K., Seelanki, V., Singh. B.B. (2024) Aerosol Climatology, Variability, and Trends over the Indo-Gangetic Plain in CMIP6 Models. Physics and Chemistry of the Earth, 103693, ISSN 1474-7065, https://doi.org/10.1016/j.pce.2024.103693.
Pathmarasa K., Attada, R., Dzung Nguyen-Le, Jasti S. Chowdary (2024) Impacts of two types of El Niño events on Spring Surface Air Temperature over Sri Lanka, Dynamics of Atmospheres and Oceans, 101517, ISSN 0377-0265, https://doi.org/10.1016/j.dynatmoce.2024.101517.
Shukla, K.K., Attada, R., Pathaikara, A., (2024) Climatology, trends, and variability of planetary boundary layer height over India using high-resolution Indian reanalysis. Theoretical and Applied Climatology. DOI : 10.1007/s00704-024-05102-6.
Rao, V. B., Henri Pinheiro, Attada, R., T.V. Lakshmi Kumar, V. S. L Bhargavi, S.S.V.S Ramakrishna, Dandu Govardhan, Manoel Alonso Gan, K. J. Ramesh (2024), Vertical Changes in the Storm Tracks and Dynamics of Western Disturbances, Bulletin of The Indian Meteorological Society, Vayu Mandal. https://doi.org/10.21203/rs.3.rs-1551236/v1.
Karishma D, N Chilukoti, Attada, R., (2024) Evaluating the climatic state of Indian Summer Monsoon during the mid-Pliocene period using CMIP6 model simulations, Dynamics of Atmospheres and Oceans, 101455, ISSN 0377-0265, https://doi.org/10.1016/j.dynatmoce.2024.101455.
2023
Hoteit, I., and Coauthors, 2023: Modeling and Monitoring Weather and Climate Characteristics of the Red Sea Region. Bull. Amer. Meteor. Soc., 102, 989–996, https://doi.org/10.1175/BAMS-D-19-0005.A.
Aggarwal, D., Chakraborty, R. & Attada, R. Investigating bi-decadal precipitation changes over the Northwest Himalayas during the pre-monsoon: role of Pacific decadal oscillations. Clim Dyn (2023). https://doi.org/10.1007/s00382-023-06969-3
Bajrang, C., Attada, R. & Goswami, B.N. Possible factors for the recent changes in frequency of central Indian Summer Monsoon precipitation extremes during 2005–2020. npj Climate and Atmospheric Science 6, 120 (2023). https://doi.org/10.1038/s41612-023-00450-y
Athira, K. S., Roxy, M. K., Dasgupta, P., Saranya, J. S., Singh, V. K., & Attada, R. (2023). Regional and temporal variability of Indian summer monsoon rainfall in relation to El Niño southern oscillation. Scientific Reports, 13(1), 12643 https://doi.org/10.1038/s41598-023-38730-5.
Shukla, K. K., & Attada, R. (2023). CMIP6 models informed summer human thermal discomfort conditions in Indian regional hotspot. Scientific Reports, 13(1), 12549 https://doi.org/10.1038/s41598-023-38602-y.
Rohtash., Sharma, N., & Attada, R. (2023). Delving into Recent Changes in Precipitation Patterns in the Western Himalayas under Global Warming. IntechOpen, https://doi.org/10.5772/intechopen.1002028.
Rohtash, & Attada, R. (2023). Analysis of Himalayan summer monsoon rainfall characteristics using Indian High-Resolution Regional Reanalysis. International Journal of Climatology, 1– 22 https://doi.org/10.1002/joc.8087.
Nukapothula, S., Yunus, A. P., Chen, C., Attada, R., & Narayana, A. C. (2023). Dust storm induced severe cooling in the northern Arabian Sea during winter 2022. Deep Sea Research Part I: Oceanographic Research Papers, 104047. https://doi.org/10.1016/j.dsr.2023.104047.
Nischal, Rohtash, Sreehari, K., Akash, P., Pravin, P., Attada, R. (2023) Hydrological Extremes in Western Himalayas-Trends and Their Physical Factors, Natural Hazards -New Insights DOI: http://dx.doi.org/10.5772/intechopen.109445.
Shukla, K.K., Sharma, S.K., Kumar, K.N., Prashant K., Dharmendra K. K., R. Attada., and Sourita S., (2023) Characterization of a Regional Dust Storm Using RAMAN Lidar Over the Western Indian Region. J Indian Soc Remote Sens . https://doi.org/10.1007/s12524-023-01778-x
2022
Attada, R., Dasari, H. P., Ghostine, R., Kondapalli, N. K., Kunchala, R. K., Luong, T. M., & Hoteit, I. (2022). Diagnostic evaluation of extreme winter rainfall events over the Arabian Peninsula using high-resolution weather research and forecasting simulations. Meteorological Applications, 29(5), e2095. https://doi.org/10.1002/met.2095.
Attada, R., Ehsan, M.A. & Pillai, P.A. (2022) Evaluation of Potential Predictability of Indian Summer Monsoon Rainfall in ECMWF's Fifth-Generation Seasonal Forecast System (SEAS5). Pure Appl. Geophys. 179, 4639–4655. https://doi.org/10.1007/s00024-022-03184-9.
Nischal., Attada, R., and Hunt, K. M. R. (2022) Evaluating winter precipitation over the western Himalayas in a high-resolution Indian regional reanalysis using multi-source climate datasets. Journal of Applied Meteorology and Climatology, 61 (11),1613-1633. https://doi.org/10.1175/JAMC-D-21-0172.1ISSN 1558-8432.
Punde P, Nischal, Attada R, Aggarwal D, Radhakrishnan C. (2022) Numerical Simulation of Winter Precipitation over the Western Himalayas Using a Weather Research and Forecasting Model during 2001–2016, Climate 10, no. 11: 160. https://doi.org/10.3390/cli10110160.
Shukla, K.K., Attada, R., Khan, A.W. et al (2022) Evaluation of extreme dust storm over the northwest Indo-Gangetic plain using WRF-Chem model. Natural Hazards 110, 1887–1910. https://doi.org/10.1007/s11069-021-05017-9
K.K. Shukla, Attada, R., Abhishek Kumar, Kunchala, R. K., Sanikommu Sivareddy, (2022). Comprehensive analysis of thermal stress over northwest India: Climatology, trends and extremes, 44, Urban Climate. https://doi.org/10.1016/j.uclim.2022.101188.
Risanto, C.B., Chang, HI., Luong, T.M., Dasari, H.P., Attada, R., Castro, C. L., Hotelit, I. (2022). Retrospective sub-seasonal forecasts of extreme precipitation events in the Arabian Peninsula using convective-permitting modeling. Climate Dynamics, https://doi.org/10.1007/s00382-022-06336-8
Singh, B. B., Kumar, K. N., Seelanki, V., Karumuri, R. K., Attada, R., & Kunchala, R. K. (2022). How reliable are Coupled Model Intercomparison Project Phase 6 models in representing the Asian summer monsoon anticyclone? International Journal of Climatology, 1–13. https://doi.org/10.1002/joc.7646.
Desamsetti, S., H. P. Dasari, S. Langodan, Y. Viswanadhapalli, R. Attada, T. Luong, O. Knio, Edriss T., I. Hoteit (2022) Enhanced Simulation of the Indian Summer Monsoon Rainfall Using Regional Climate Modeling and Continuous Data Assimilation, Frontiers in Climate (in Press).
R.K. Kunchala, P.K. Patra, K.N. Kumar, N. Chandra, R. Attada, R. K. Karumuri (2022). Spatio-temporal variability of XCO2 over Indian region inferred from Orbiting Carbon Observatory (OCO-2) satellite and Chemistry Transport Model, Atmospheric Research, https://doi.org/10.1016/j.atmosres.2022.106044.
Aggarwal, D., Attada, R., Shukla, K. K., Chakraborty, R., & Kunchala, R. K. (2022). Monsoon precipitation characteristics and extreme precipitation events over Northwest India using Indian high resolution regional reanalysis. Atmospheric Research, 105993. https://doi.org/10.1016/j.atmosres.2021.105993.
K.K. Shukla, Chandan Sarangi, Raju Attada, Prashant Kumar (2022). Characteristic dissimilarities during high aerosol loading days between western and eastern Indo-Gangetic Plain, Atmospheric Environment, 118837, ISSN 1352-2310, https://doi.org/10.1016/j.atmosenv.2021.118837.
2021
Hari Prasad Dasari, Srinivas Desamsetti, Sabique Langodan, Raju Attada, Karumuri Ashok, Ibrahim Hoteit (2021): Long-term changes in the Arabian Peninsula rainfall and their relationship with the ENSO signals in the tropical Indo-Pacific. Clim Dyn (2021). https://doi.org/10.1007/s00382-021-06062-7
Karumuri, R. K., Kunchala, R. K., Attada, R., Dasari, H. P., & Hoteit, I. (2021). Seasonal Simulations of Summer Aerosol Optical Depth over the Arabian Peninsula using WRF-Chem : Validation, Climatology, and Variability. International Journal of Climatology. https://doi:10.1002/joc.7396.
Shukla, K.K., Attada, R., Khan, A.W., Kumar, P., Evaluation of extreme dust storm over the northwest Indo-Gangetic plain using WRF-Chem model. Nat Hazards (2021). https://doi.org/10.1007/s11069-021-05017-9.
R. K. Kunchala, B.B. Singh, R.K. Karumuri, Raju Attada, Vivek Seelanki, K.N. Kumar (2021). Understanding the spatiotemporal variability and trends of surface ozone over India. Environment Science and Pollution Research. https://doi.org/10.1007/s11356-021-16011-w.
J.S. Chowdary, A.S. Vibhute, P. Darshana, A. Parekh, C. Gnanaseelan, Raju Attada (2021) Meridional displacement of the Asian jet and its impact on Indian summer monsoon rainfall in observations and CFSv2 hindcast. Climate Dynamics. https://doi.org/10.1007/s00382-021-05935-1.
Attada et al. (2021) Representation of Arabian Peninsula Summer Climate in a Regional Atmospheric Model using Spectral Nudging. Theoretical and Applied Climatology. https://doi.org/10.1007/s00704-021-03617-w.
Anshika, Ravi Kumar Kunchala, Raju Attada, Ramesh K. Vellore, Vijay K. Soni, Manju Mohan, Nagaraju Chilukoti (2021). On the understanding of surface ozone variability, its precursors and their associations with atmospheric conditions over the Delhi region, Atmospheric Research, 258,https://doi.org/10.1016/j.atmosres.2021.105653.
Hoteit, I., et al., (2021): Towards an End-to-End Analysis and Prediction System for Weather, Climate, and Marine Applications in the Red Sea, Bull. Amer. Meteor. Soc. 1–61, https://doi.org/10.1175/BAMS-D-19-0005.1.
Biyo Thomas, Yesubabu Viswanadhapalli, C.V. Srinivas, Hari Prasad Dasari, Raju Attada, Sabique Langodan (2021). Cloud resolving simulation of extremely heavy rainfall event over Kerala in August 2018 – Sensitivity to microphysics and aerosol feedback. Atmospheric Research, 258,105613, https://doi.org/10.1016/j.atmosres.2021.105613.
K.K. Shukla, D.V. Phani Kumar, Kondapalli Niranjan Kumar, Ashish Kumar, M.Naja, Som Sharma, Raju Attada (2021): Micro-Pulse Lidar observations of elevated aerosol layers over the Himalayan region, J. Atmos. Sol. Terr. Phys., 213., https://doi.org/10.1016/j.jastp.2020.105526.
2020
Raju Attada, Hari Prasad Dasari, Ravi Kumar Kunchala, Sabique Langodan, Niranjan Kumar Kondapalli, Omar Knio and Ibrahim Hoteit, 2020 “Evaluating Cumulus Parameterization Schemes for the Simulation of Arabian Peninsula Winter Rainfall” J. Hydrometeor., 21, 1089–1114, https://doi.org/10.1175/JHM-D-19-0114.1.
2019
K. Ravi Kumar, Raju Attada, Hari Prasad Dasari, Ramesh K. Vellore, Yasser O. Abualnaja, Ashok Karumuri and Ibrahim Hoteit, 2019 “On the Recent Amplification of Dust over the Arabian Peninsula during 2002-2012” Journal of Geophys. Res. Atmos., 124, 13220-13229.
Hari Prasad Dasari, Srinivas Desamsetti, Sabique Langodan, Raju Attada, Ravi Kumar Kunchala, Yesubabu Viswandhapalli, Omar Knio and Ibrahim Hoteit, 2019 “A High-Resolution Assessment of Solar Radiation Resources for the Arabian Peninsula” Applied Energy, 248, 354-371.
Raju Attada, Prashant Kumar, Anant Parekh, Ravi Kumar K, C. Nagaraju, J. S. Chowdary and Nagarjuna D, 2019 “Evaluation of Upper Tropospheric Humidity in WRF Model during Indian Summer Monsoon”, Asia-Pacific Journal of Atmospheric Sciences, 55:575-588, https://doi:10.1007/s13143-018-0090-3.
2018
Raju Attada, Ramesh Kumar Yadav, Ravi Kumar Kunchala, Hari Prasad Dasari, Omar Knio and Ibrahim Hoteit, 2018 “Summer Surface Air Temperature Variability and its associated Circulation Anomalies over the Arabian Peninsula”, Atmospheric Science Letters, https://doi:10.1002/asl.860.
Raju Attada, Hari Prasad Dasari, Anant Parekh, J. S. Chowdary, Sabique Langodan, Omar Knio and Ibrahim Hoteit, 2018 “The Role of the Indian Summer Monsoon Variability on Arabian Peninsula Summer Climate” Climate Dynamics, doi: 10.1007/s00382-018-4333-x.
Raju Attada, Hari Prasad Dasari, J. S. Chowdary, Ramesh Kumar Yadav, Omar Knio and Ibrahim Hoteit, 2018 “Surface Air Temperature Variability over the Arabian Peninsula and its Links to Circulation Patterns”, International Journal of Climatology, 1–20, https://doi.org/10.1002/joc.5821.
K. Ravi Kumar, Raju Attada, Hari Prasad Dasari, Ramesh K. Vellore, Sabique Langodan, Yasser O. Abualnaja and Ibrahim Hoteit, 2018 “Aerosol Optical Depth Variability over the Arabian Peninsula as inferred from Satellite Measurements”, Atmospheric Environment, 187, 346-357, https://doi.org/10.1016/j.atmosenv.2018.06.011.
Raju Attada, Anant Parekh, J. S. Chowdary and C.Gnanaseelan, 2018 “Reanalysis of the Indian Summer Monsoon: Four-dimensional data assimilation of AIRS retrievals in a regional data assimilation and modeling framework”, Climate Dynamics, https://doi.org/10.1007/s00382-017-3781-z .
Gopinadh Konda, J. S. Chowdary, G. Srinivas, C. Gnanaseelan, Anant Parekh, and Raju Attada, 2018 “Tropospheric biennial oscillation of South Asian summer monsoon rainfall in a coupled model”, Journal of Earth System Sciences, 127:46, https://doi.org/10.1007/s12040-018-0948-x.
2017
Anant Parekh, Raju Attada, J. S. Chowdary and C.Gnanaseelan, 2017 “Impact of satellite data assimilation on predictability of monsoon intraseasonal oscillations in regional model”, Remote sensing Letters, 8:7, 686-695, https://doi.org/10.1080/2150704X.2017.1312614.
Hari Prasad D, Raju Attada, Omar Knio and Ibrahim Hoteit, 2017 “Analysis of a Severe Weather Event over Mecca, Kingdom of Saudi Arabia: Observations and High-Resolution Model”, Meteorological Applications, https://doi.org/10.1002/met.1662.
Archana P Sagalgile, J. S. Chowdary, G. Srinivas, C. Gnanaseelan, Anant Parekh and Raju Attada, 2017 “Predictability of Indian summer monsoon sub-seasonal low-level circulation and its association with rainfall in a coupled model” Pure and Applied Geophysics, https://doi.org/10.1007/s00024-017-1702-z.
Buddhi Prakash Jangid, Prashant Kumar, Raju Attada, Raj Kumar, 2017 “Significance of High Resolution GHRSST on prediction of Indian Summer Monsoon”, Advances in Space Research, http://dx.doi.org/10.1016/j.asr.2017.02.025.
2016
U. Umakanth, Amit Kesarkar, Raju Attada and S. Vijaya Bhaskar Rao, 2016 “Representation of Monsoon Intraseasonal Oscillations in Regional Climate Model: Sensitivity to Convective Physics”, Climate Dynamics, Volume 47, Issue 3, pp 895–917, https://doi.org/10.1007/s00382-015-2878-5 .
2015
Raju Attada, Anant Parekh, Prashant Kumar and C. Gnanaseelan, 2015 “Improving Indian Summer Monsoon Prediction” in Earth & Space Science News, Eos, 96, doi:10.1029/2015EO039685. Published on 20 November 2015. https://eos.org/research-spotlights/improving-indian-summer-monsoon-prediction
Raju Attada, Anant Parekh, Prashant Kumar and C. Gnanaseelan, 2015 “Evaluation of the impact of AIRS profiles on prediction of Indian summer monsoon using WRF variational data assimilation system”, Journal of Geophys. Res. Atmos., 120, https://doi.org/10.1002/2014JD023024.
Raju Attada, Anant Parekh, P. Sreenivas, J. S. Chowdary and C. Gnanaseelan, 2015 “Estimation of improvement in Indian summer monsoon circulation by assimilation of temperature profiles in WRF model”, IEEE-Journal of Selected Topics in Applied Earth Observations and Remote Sensing, VOL. 8, NO. 4, https://doi.org/10.1109/JSTARS.2DOI:015.2410338 , 1591-1600.
Raju Attada, 2015 “Impact of data assimilation on the prediction of Indian summer monsoon rainfall and its Intraseasonal oscillations”, Ph.D., Thesis, University of Pune, India (http://www.tropmet.res.in/IITM%20Theses%20Database-161-Page).
Raju Attada, Anant Parekh, J. S. Chowdary and C. Gnanaseelan, 2015 “Assessment of the Indian summer monsoon in the WRF regional climate model”, Climate Dynamics, Volume 44, Issue 11, 3077-3100, https://doi.org/10.1007/s00382-014-2295-1.
2014
Raju Attada, Anant Parekh, J. S. Chowdary and C. Gnanaseelan, 2014 “Impact of satellite retrieved atmospheric temperature profiles assimilation on Asian summer monsoon 2010 simulation”, Theoretical and Applied Climatology, 116,April 2014, https://doi.org/10.1007/s00704-013-0956-3, 317-326 .
Raju Attada, Anant Parekh and C. Gnanaseelan, 2014 “Evolution of vertical moist thermodynamic structure associated with the Indian summer monsoon 2010 in a regional climate model”, Pure Appl. Geophys., 171, July 2014, https://doi.org/10.1007/s00024-013-0697-3, 1499-1518.
2013
J. S. Chowdary, Raju Attada, June-Yi Lee, Yu Kosaka, Jing-Jia Luo, C. Gnanaseelan, Anant Parekh and Doo-Young Lee, 2013 “Seasonal prediction of distinct Climate Anomalies in the summer 2010 over the Tropical Indian Ocean and South Asia”, Journal meteorological society of Japan, 92, March, https://doi.org/10.2151/jmsj.2014-101,1-16.
Prem Singh, Anant Parekh and Raju Attada, 2013 “Comparison of a simple logarithmic and equivalent neutral wind approaches for converting buoy-measured wind speed to the standard height: Special emphasis to north Indian Ocean”, Theor. Appl. Climatol., 111:455–463, https://doi.org/10.1007/s00704-012-0674-2 .