Publications

2024

[74] Baki+, H., and Basu, S. (2024). "Estimating high-resolution profiles of wind speeds from a global reanalysis dataset using TabNet", Environmental Data Science (in press). 

[73] Pierzyna*, M., Hartogensis, O., Basu, S., and Saathof, R. (2024). "Intercomparison of flux, gradient, and variance-based optical turbulence (Cn2) parameterizations", Applied Optics (in press). 

2023

[72] Pierzyna*, M., Saathof, R., and Basu, S. (2023). "Π-ML: A dimensional analysis-based machine learning parameterization of optical turbulence in the atmospheric surface layer", Optics Letters, 48, 4484-4487.

[71] Annis, S., Badas, M. G., Horváth, Á., and Basu, S. (2023). "Quantifying the impacts of the angle of attack on the morphology of atmospheric von Kármán vortex streets", Journal of Geophysical Research, 128, e2023JD039125.

[70] Cheneka*, B., Watson, S. J., and Basu, S. (2023). "Quantifying the impacts of synoptic weather patterns on North Sea wind power production and ramp events under a changing climate", Energy and Climate Change, 10.1016/j.egycc.2023.100113.

[69] Kartal+, S., Basu, S., and Watson, S. J. (2023). "A decision tree-based measure-correlate-predict approach for peak wind gust estimation from a global reanalysis dataset", Wind Energy Science,  https://wes.copernicus.org/articles/8/1533/2023/.  

2022

[68] Veers, P., Dykes, K., Basu, S., Bianchini, A., Clifton, A., Green, P., Holttinen, H., Kitzing, L., Kosovic, B., Lundquist, J. K., Meyers, J., O'Malley, M., Shaw, W. J., and Straw, B. (2022). "Grand Challenges: Wind energy research needs for a global energy transition", Wind Energy Science, 7, 2491-2496.

Basu, S (2022). "Vertical wind speed profiles in atmospheric boundary layer flows", in Wind Energy Engineering, 2nd Edition, edited by T. Letcher. 

[67] Li*, B., Basu, S., Watson, S. J. (2022). "Automated identification of "Dunkelflaute" events: A convolutional neural network-based autoencoder approach", Artificial Intelligence for the Earth Systems, doi: 10.1175/AIES-D-22-0015.1. 

[66] Basu, S., and Holtslag, A. A. M. (2022). "A novel approach for deriving the stable boundary layer height and eddy viscosity profiles from the Ekman equations", Boundary-Layer Meteorology, 10.1007/s10546-022-00757-y.

[65] Basu, S., and Holtslag, A. A. M. (2022). "Revisiting and revising Tatarskii’s formulation for the temperature structure parameter (CT2) in atmospheric flows", Environmental Fluid Mechanics, 10.1007/s10652-022-09880-3. 

2021

[64] Basu, S., and Holtslag, A. A. M. (2021). "Turbulent Prandtl number and characteristic length scales in stably stratified flows: steady-state analytical solutions", Environmental Fluid Mechanics, 10.1007/s10652-021-09820-7. 

[63] Li*, B., Basu, S., Watson, S. J., and Russchenberg, H. W. J. (2021). "A brief climatology of Dunkelflaute events over and surrounding the North and Baltic sea areas", Energies, 14, 6508.

[62] Lu, N.-Y., Manuel, L., Hawbecker*, P. H., and Basu, S., and Manuel, L. (2021). "A simulation study on risks to wind turbine arrays from thunderstorm downbursts in different atmospheric stability conditions", Energies, 14, 5407.

[61] Cheneka*, B. R., Watson, S. J., Basu, S. (2021). "Associating synoptic-scale weather patterns with aggregated offshore wind power production and ramps", Energies, 14, 3903. 

[60] Basu, S., DeMarco*, A. W., and He+, P.,  (2021). "On the dissipation rate of temperature fluctuations in stably stratified flows", Environmental Fluid Mechanics, 21, 63-82.

[59] Basu, S., He+, P., and DeMarco*, A. W. (2021). "Parameterizing the energy dissipation rate in stably stratified flows", Boundary-Layer Meteorology, 178, 167-184.

[58] Dai*, Y., Basu, S., Maronga, B., and de Roode, S. (2021). "Addressing the grid-size sensitivity issue in large-eddy simulations of stable boundary layers", Boundary-Layer Meteorology, 178, 63-89.

[57] Li*, B., Basu, S., Watson, S. J., and Russchenberg, H. W. J.  (2021). "Mesoscale modeling of a `Dunkelflaute' event", Wind Energy, 24, 5-23.

2020

Basu, S., Watson, S. J., Lacoa Arends*, E., and Cheneka*, B. R. (2020). "Day-ahead wind power predictions at regional scales: Post-processing operational weather forecasts with a hybrid neural network", 17th International Conference on the European Energy Market (EEM20), IEEE, doi: 10.1109/EEM49802.2020.9221979.

Lacoa Arends*, E., Watson, S. J., Basu, S., and Cheneka*, B. R. (2020). "Probabilistic wind power forecasting combining deep learning architectures", 17th International Conference on the European Energy Market (EEM20), IEEE, doi: 10.1109/EEM49802.2020.9221929.

Li*, B., Basu, S., Watson, S. J., and Russchenberg, H. W. J. (2020). "Quantifying the predictability of a `Dunkelflaute' event by utilizing a mesoscale model", Journal of Physics: Conference Series, 1618, 062042, doi: 10.1088/1742-6596/1618/6/062042.

Cheneka*, B. R., Watson, S. J., and Basu, S. (2020). "The impact of weather patterns on offshore wind power production", Journal of Physics: Conference Series, 1618, 062032, doi: 10.1088/1742-6596/1618/6/062032.

[56] Cheneka*, B. R., Watson, S. J., and Basu, S. (2020). "A simple methodology to detect and quantify wind power ramps", Wind Energy Science, 5, 1731-1741. 

[55] Basu, S., Osborn, J., He+, P., and DeMarco*, A. W. (2020). "Mesoscale modeling of optical turbulence in the atmosphere: The need for ultrahigh vertical grid resolution", Monthly Notices of the Royal Astronomical Society, 497, 2302-2308.

[54] Couvreux, F. et al. (2020). "Intercomparison of large-Eddy simulations of the antarctic boundary layer challenged by very stable stratification", Boundary-Layer Meteorology, 176, 369-400.

[53] Al-Younis, W., Nevarez, C., Abdullah-Al-Mamun, M., Basu, S., and Voelz, D. (2020). "Image shift due to atmospheric refraction: Prediction by numerical weather modeling and machine learning", Optical Engineering, 59(8), 081803.

2019

[52] Durán, P., Basu, S., Meißner, C., and Adaramola, M. S. (2019). "Automated classification of simulated wind field patterns from multi-physics ensemble forecasts". Wind Energy, doi: 10.1002/we.2462.

[51] Lu, N.-Y., Hawbecker*, P. H., Basu, S., and Manuel, L. (2019). "On wind turbine loads during thunderstorm downbursts in contrasting atmospheric stability regimes". Energies, 12(14), 2773 (https://doi.org/10.3390/en12142773)

[50] Lu, N.-Y., Basu, S., and Manuel, L. (2019). "On wind turbine loads during evening transition period". Wind Energy, online first. (available at: https://onlinelibrary.wiley.com/doi/10.1002/we.2355)

2018

[49] Basu, S. (2018). "A hybrid profile-gradient approach for the estimation of surface fluxes", Boundary-Layer Meteorology, online first. (available at: https://link.springer.com/article/10.1007/s10546-018-0391-1)

[48] Basu, S. (2018). "A simple recipe for estimating atmospheric stability solely based on surface‐layer wind speed profile", Wind Energy, 21(10), 937-941. (open access); one of the top downloaded articles in WE. 

[47] DeMarco*, A, Basu, S. (2018). "On the tails of the wind ramp distributions", Wind Energy, 21(10), 892-905. (open access)

[46] Hawbecker*, P., Basu, S., and Manuel, L. (2018). "Investigating the impact of atmospheric stability on thunderstorm outflow winds and turbulence", Wind Energy Science, 3, 203-219. (open access)

2017

[45] Hawbecker*, P., Basu, S., and Manuel, L. (2017). "Realistic simulations of the July 1, 2011 severe wind event over the Buffalo Ridge Wind Farm", Wind Energy, 20(11), 1803-1822.

[44] DeMarco*, A., and Basu, S. (2017). "Estimating higher-order structure functions from geophysical turbulence time-series: Confronting the curse of the limited sample size", Physical Review E, 95, 052114. 

[43] Basu, S. (2017). "Simulating an extreme over-the-horizon optical propagation event over lake Michigan using a coupled mesoscale modeling and ray tracing framework", Optical Engineering (Special Issue: Long-Range Imaging), 56, 071505. 

Some codes, figures, and data associated with this paper are available from: https://zenodo.org/record/2077883#.XAvnvC1Kjg4 

[42] Basu, S. and Lacser, A. (2017). "A cautionary note on the usage of Monin-Obukhov similarity theory in very high-resolution large-eddy simulations", Boundary-Layer Meteorology, 163, 351-355. 

2016

[41] Wang*, Y., and Basu, S. (2016). "Utilizing the Kantorovich metric for the validation of optical turbulence predictions", Optics Letters, 41, 4008-4011. 

[40] He+, P., and Basu, S. (2016). "Extending a surface-layer CN2 model for strongly stratified conditions utilizing a numerically generated turbulence dataset", Optics Express, 24, 9574-9582. 

[39] Wang*, Y., and Basu, S. (2016). "Using an artificial neural network approach to estimate surface-layer optical turbulence at Mauna Loa, Hawaii", Optics Letters, 41, 2334-2337. 

2015

[38] Kiliyanpilakkil*, V. P., and Basu, S. (2015). "Extended self-similarity of atmospheric boundary layer wind fields in mesoscale regime: Is it real?", Europhysics Letters (EPL), 112 (6), 64003.

[37] Basu, S. (2015). "A simple approach for estimating the refractive index structure parameter (Cn2) profile in the atmosphere", Optics Letters, 40 (17), 4130-4133. 

[36] Kiliyanpilakkil*, V. P., Basu, S., Ruiz-Columbie, A., Araya, G., Castillo, L., Hirth, B., and Burgett, W. (2015). "Buoyancy effects on the scaling characteristics of atmospheric boundary layer wind fields in the mesocale range", Physical Review E, 92, 033005. 

[35] He+, P., and Basu, S. (2015). "Development of similarity relationships for energy dissipation rate and temperature structure parameter in stably stratified flows: a direct numerical simulation approach", Environmental Fluid Mechanics, 16(2), 373-399. 

He+, P., and Basu, S. (2015). "Mesoscale modeling of optical turbulence (Cn2) utilizing a novel physically-based parameterization", Proc. SPIE 9614, Laser Communication and Propagation through the Atmosphere and Oceans IV, 96140K; https://doi.org/10.1117/12.2188227

[34] He+, P., Nunalee*, C. G., Basu, S., Minet, J., Vorontsov, M. A., and Fiorino, S. T. (2015). "Influence of heterogeneous refractivity on optical wave propagation in coastal environments", Meteorology and Atmospheric Physics, 127(6), 685-699.

[33] Park, J., Manuel, L., and Basu, S. (2015). "Toward isolation of salient features in stable boundary layer wind fields that influence loads on wind turbines", Energies, 8(4), 2977-3012.

[32] Nunalee*, C. G., Horvath, A., and Basu, S. (2015). "High resolution numerical modeling of mesoscale island wakes and sensitivity to static topographic relief data", Geoscientific Model Development, 8, 2645-2653.

[31] He+, P., and Basu, S. (2015). "Direct numerical simulation of intermittent turbulence under stably stratified conditions", Nonlinear Processes in Geophysics, 22, 447-471.

Wang*, Y., Basu, S., and Manuel, L. (2015). "Coupled mesoscale-large-eddy modeling of realistic stable boundary layer turbulence", (unpublished work).

[30] Nunalee*, C. G., He+, P., Basu, S., Minet, J., and Vorontsov, M. A. (2015). "Mapping optical ray trajectories through island wake vortices", Meteorology and Atmospheric Physics, 127(3), 355-368.

2014

Wang*, Y., and Basu, S. (2014). "Estimation of optical turbulence in the atmospheric surface layer from routine meteorological observations: An artificial neural network approach", Proceedings of SPIE Optics & Photonics, doi: 10.1117/12.2063168.

He+, P., Nunalee*, C. G., Basu, S., Vorontsov, M. A., and Fiorino, S. T. (2014). "Current status and challenges in optical turbulence simulations in various layers of the Earth's atmosphere", Proceedings of SPIE Optics & Photonics, doi: 10.1117/12.2063023.

Nunalee*, C. G., He+, P., Basu, S., Vorontsov, M. A., and Fiorino, S. T. (2014). "Impact of large-scale atmospheric refractive structures on optical wave propagation", Proceedings of SPIE Optics & Photonics, doi: 10.1117/12.2063022.

Basu, S., Nunalee*, C. G., He+, P., Fiorino, S. T. and Vorontsov, M. A. (2014). "Reconstructing the prevailing meteorological and optical environment during the time of the Titanic disaster", Proceedings of SPIE Optics & Photonics, doi: 10.1117/12.2063195.

Basu, S., and He+, P. (2014) "Quantifying the dependence of temperature and refractive index structure parameters on atmospheric stability using direct and large-eddy simulations", Proc. pcDVT, doi: 10.1364/PCDVT.2014.PM2E.3.

[29] Edwards, J. M., Basu, S., Bosveld, F. C., and Holtslag, A. A. M. (2014). "The impact of radiation on the GABLS3 large-eddy simulation through the night and during the morning transition", Boundary-Layer Meteorology, 152(2), 189-211.

Nunalee*, C. G., and Basu, S. (2014). "Mesoscale modeling of low-level jets over the North Sea", WindEnergy - Impact of Turbulence: Proceedings of the Euromech Colloquium, edited by Michael Hölling, Joachim Pienke and Stefan Ivanell, Springer, pages: 197-202.

[28] Nunalee*, C. G., and Basu, S. (2014). "On the periodicity of atmospheric von Karman vortex streets", Environmental Fluid Mechanics, 14(6), 1335-1355.

2013

[27] Basu, S., Holtslag, A. A. M., Caporaso, L., Riccio, A., and Steeneveld, G.-J. (2013). "Observational support for the stability dependence of the bulk Richardson number across the stable boundary layer", Boundary-Layer Meteorology, 150(3), 515-523.

[26] Holtslag, A. A. M., Svensson, G., Baas, P., Basu, S., Beare, R. J., Beljaars, A. C. M., Bosveld, F. C., Cuxart, J., Lindvall, J., Steeneveld, G.-J., Tjernström, M, and van de Wiel, B. J. H. (2013). "Stable atmospheric boundary layers and diurnal cycles – challenges for weather and climate models", Bulletin of the American Meteorological Society, DOI 10.1175/BAMS-D-11-00187.1

[25] Nunalee*, C. G., and Basu, S. (2013). "Mesoscale modeling of coastal low-level jets: Implications for offshore wind resource estimation", Wind Energy, 17(8), 1199-1216.

[24] Richardson*, H., Basu, S., and Holtslag, A. A. M. (2013). "Improving stable boundary layer height estimation using a stability-dependent critical bulk Richardson number-based approach", Boundary-Layer Meteorology, 148(1), 93-109.

[23] Park, J., Basu, S., and Manuel, L. (2013). "Large-eddy simulation of stable boundary layer turbulence and estimation of associated wind turbine loads", Wind Energy, 17(3), 359-384.

2012

Basu, S. (2012). "Turbulent flow modeling", Handbook of Environmental Fluid Dynamics, Volume Two, edited by H. J. S. Fernando, CRC Press/Taylor & Francis Group, LLC. ISBN: 978-1-4665-5601-0.

[22] van de Wiel, B. J. H., Moene, A. F., Jonker, H. J. J., Baas, P., Basu, S., Donda, J. M. M., Sun, J., and Holtslag, A. A. M. (2012)."The minimum wind speed for sustainable turbulence in the nocturnal boundary layer", Journal of the Atmospheric Sciences, 69, 3116-3127.

[21] Sim, C., Basu, S., and Manuel, L. (2012). "On space-time resolution of inflow representations for wind turbine loads analysis", Energies, 5(7), 2071-2092.

2011

Basu, S., Holtslag, A. A. M., and Bosveld, F. C. (2011). "GABLS3 LES intercomparison study", ECMWF/GABLS Workshop on “Diurnal cycles and the stable atmospheric boundary layer”, ECMWF, 75-82.

[20] van de Wiel, B. J. H., Basu, S., Moene, A. F., Jonker, H. J. J., Steeneveld, G.-J., and Holtslag, A. A. M. (2011). Comments on "An extremum solution of the Monin-Obukhov similarity equations", Journal of the Atmospheric Sciences, 68, 1405-1408.

[19] Gowda, P. H., Goolsby, J. A., Yang, C., Basu, S., Racelis, A., and Howell, T. A. (2011). "Estimating water use by Giant Reed along the Rio Grande using a large aperture scintillometer", Subtropical Plant Science, 63, 1-6.

2010

[18] Basu, S., Ruiz-Columbie+, A., Phillipson*, J. A., and Harshan*, S. (2010). "Local scaling characteristics of Antarctic surface layer turbulence", The Cryosphere, 4, 325-331.

[17] Storm*, B. and Basu, S. (2010). "The WRF model forecast-derived low-level wind shear climatology over the United States Great Plains", Energies (invited paper), 3, 258-276.

2009

[16] Basu, S. (2009). "Can the dynamic eddy-viscosity class of subgrid-scale models capture inertial-range properties of Burgers turbulence?" Journal of Turbulence, 10, 1-16.

2008

[15] Storm*, B., Dudhia, J., Basu, S., Swift, A., and Giammanco, I. (2008). "Evaluation of the Weather Research and Forecasting (WRF) model on forecasting low-level jets: Implications for wind energy", Wind Energy. 12(1), 81-90.

[14] Basu, S., Vinuesa, J.-F., and Swift, A. (2008). "Dynamic LES modeling of a diurnal cycle", Journal of Applied Meteorology and Climatology, 47, 1156-1174.

[13] Basu, S., Holtslag, AAM, van de Wiel, BJH, Moene, A., and Steeneveld, G.-J. (2008). "An inconvenient 'truth' about using sensible heat flux as a surface boundary condition in models under stably stratified regimes", Acta Geophysica - Special issue in The Latest Topics in Boundary-LayerMeteorology, 56(1), 88-99.

2007

[12] Basu, S., Foufoula-Georgiou, E., Lashermes, B., and Arnéodo, A. (2007). "Estimating intermittency exponent in neutrally stratified atmospheric surface layer flows: A robust framework based on magnitude cumulant and surrogate analyses", Physics of Fluids, 19, 115102.

[11] Vinuesa, J-F., Basu, S., and Galmarini, S. (2007). "The diurnal evolution of 222Rn and its progeny in the atmospheric boundary layer during the Wangara experiment", Atmospheric Chemistry and Physics, 7, 5003-5019.

[10] Anderson*, W., Basu, S., and Letchford, C. (2007). "Comparison of dynamic subgrid-scale models for simulations of neutrally buoyant shear-driven atmospheric boundary layer flows", Environmental Fluid Mechanics, 7, 195-215.

2006

[9] Basu, S. and Porté-Agel, F. (2006). "Large-eddy simulation of stably stratified atmospheric boundary layer turbulence: a locally-averaged scale-dependent dynamic modeling approach", Journal of the Atmospheric Sciences, 63, 2074-2091.

[8] Vinuesa, J.-F., Porté-Agel, F., Basu, S., and Stoll, R. (2006). "Subgrid-scale modeling of reacting scalar fluxes in large-eddy simulations of atmospheric boundary layers", Environmental Fluid Mechanics, 6, 115-131.

[7] Basu, S., Porté-Agel, F., Foufoula-Georgiou, E., Vinuesa, J.-F. and Pahlow, M. (2006). "Revisiting the local scaling hypothesis in stably stratified atmospheric boundary layer turbulence: an integration of field and laboratory measurements with large-eddy simulations", Boundary-Layer Meteorology, 119, 473-500.

2005

[6] Venugopal, V., Basu, S., and Foufoula-Georgiou, E. (2005). "A new metric for comparing precipitation patterns with an application to ensemble forecasts", Journal of Geophysical Research - Atmosphere, 110, D08111, doi:10.1029/2004JD005395.

2004

[5] Basu, S., Foufoula-Georgiou, E., and Porté-Agel, F. (2004). "Synthetic turbulence, fractal interpolation and large-eddy simulation", Physical Review E, 70, 026310.

2002

[4] Basu, S., Foufoula-Georgiou, E., and Porté-Agel, F. (2002). "Predictability of atmospheric boundary-layer flows as a function of scale", Geophysical Research Letters, 29 (21), doi:10.1029/2002GL015497.

[3] Basu, S., and Foufoula-Georgiou, E. (2002). "Detection of nonlinearity and chaoticity in time series using the transportation distance function", Physics Letters A, 301, 413-423.

[2] Basu, S., Henshaw, P. F., Biswas, N., and Kwan, H. K. (2002). "Prediction of gas-phase adsorption isotherms using neural nets", The Canadian Journal of Chemical Engineering, 80(3), 506-512.

1999

[1] Basu, S., Henshaw, P. F., and Biswas, N. (1999). Discussion on "Equilibrium gaseous adsorption at different temperature" : by A. R. Khan, R. Ataullah, and A. Al-Haddad. Journal of Environmental Engineering, ASCE, 126(11), 1068-1069.