Select Publications

Journal articles

Isaza A; Evans JP; Kay M; Prasad A; Brember S, 2024, 'Impacts of 2019–20 Australian bushfires on solar photovoltaic generation using high-resolution simulations', Solar Energy, 284, http://dx.doi.org/10.1016/j.solener.2024.113025

Fuchs D; Sherwood SC; Prasad A; Trapeznikov K; Gimlett J, 2024, 'TorchClim v1.0: a deep-learning plugin for climate model physics', Geoscientific Model Development, 17, pp. 5459 - 5475, http://dx.doi.org/10.5194/gmd-17-5459-2024

Deo K; Prasad A, 2024, 'Factors influencing green energy consumer behaviour in Australia', Journal of Cleaner Production, 460, http://dx.doi.org/10.1016/j.jclepro.2024.142609

Poddar S; Evans J; Prasad A; Kay M; Rougieux F; Bremner S, 2024, 'Accelerated degradation of photovoltaic modules under a future warmer climate', Progress in Photovoltaics: research and applications, 32, pp. 456 - 467, http://dx.doi.org/10.1002/pip.3788

Poddar S; Evans JP; Kay M; Prasad A; Bremner S, 2023, 'Assessing Australia’s future solar power ramps with climate projections', Scientific Reports, 13, pp. 11503, http://dx.doi.org/10.1038/s41598-023-38566-z

Poddar S; Kay M; Prasad A; Evans JP; Bremner S, 2023, 'Changes in solar resource intermittency and reliability under Australia's future warmer climate', Solar Energy, 266, pp. 112039, http://dx.doi.org/10.1016/j.solener.2023.112039

Isaza A; Kay M; Evans JP; Prasad A; Bremner S, 2023, 'Maximizing photovoltaic potential and minimizing costs in a future warmer climate: The role of atmospheric aerosols and greenhouse gas emissions', Renewable Energy, 219, http://dx.doi.org/10.1016/j.renene.2023.119561

Isaza A; Kay M; Evans JP; Prasad A; Bremner S, 2023, 'Air quality impacts on rooftop photovoltaic energy production during the 2019–2020 Australian bushfires season', Solar Energy, 257, pp. 240 - 248, http://dx.doi.org/10.1016/j.solener.2023.04.014

Nishant N; Sherwood S; Prasad A; Ji F; Singh A, 2022, 'Impact of Higher Spatial Resolution on Precipitation Properties Over Australia', Geophysical Research Letters, 49, http://dx.doi.org/10.1029/2022GL100717

Deo K; Prasad AA, 2022, 'Exploring Climate Change Adaptation, Mitigation and Marketing Connections', Sustainability (Switzerland), 14, http://dx.doi.org/10.3390/su14074255

Prasad AA; Nishant N; Kay M, 2022, 'Dust cycle and soiling issues affecting solar energy reductions in Australia using multiple datasets', Applied Energy, 310, http://dx.doi.org/10.1016/j.apenergy.2022.118626

Isaza A; Kay M; Evans JP; Bremner S; Prasad A, 2021, 'Validation of Australian atmospheric aerosols from reanalysis data and CMIP6 simulations', Atmospheric Research, 264, http://dx.doi.org/10.1016/j.atmosres.2021.105856

Prasad AA; Yang Y; Kay M; Menictas C; Bremner S, 2021, 'Synergy of solar photovoltaics-wind-battery systems in Australia', Renewable and Sustainable Energy Reviews, 152, http://dx.doi.org/10.1016/j.rser.2021.111693

Poddar S; Evans JP; Kay M; Prasad A; Bremner S, 2021, 'Estimation of future changes in photovoltaic potential in Australia due to climate change', Environmental Research Letters, 16, pp. 114034, http://dx.doi.org/10.1088/1748-9326/ac2a64

Prasad A; Kay M, 2021, 'Prediction of Solar Power Using Near-Real Time Satellite Data', Energies, 14, http://dx.doi.org/10.3390/en14185865

Poddar S; Evans JP; Kay MJ; Prasad AA; Bremner S, 2021, 'Estimation of future changes in photovoltaic potential in Australia due to climate change', Environmental Research Letters, http://dx.doi.org/10.1002/essoar.10507147.1

Deo K; Prasad AA, 2020, 'Evidence of Climate Change Engagement Behaviour on a Facebook Fan-Based Page', Sustainability, 12, pp. 7038 - 7038, http://dx.doi.org/10.3390/su12177038

Prasad AA; Sherwood SC; Brogniez H, 2020, 'Using Megha-Tropiques satellite data to constrain humidity in regional convective simulations: A northern Australian test case', Quarterly Journal of the Royal Meteorological Society, 146, pp. 2768 - 2788, http://dx.doi.org/10.1002/qj.3816

Prasad AA; Kay M, 2020, 'Assessment of simulated solar irradiance on days of high intermittency using WRF-solar', Energies, 13, pp. 385, http://dx.doi.org/10.3390/en13020385

Chang L; Xiao R; Prasad AA; Gao G; Feng G; Zhang Y, 2019, 'Cloud mask-related differential linear adjustment model for MODIS infrared water vapor product', Remote Sensing of Environment, 221, pp. 650 - 664, http://dx.doi.org/10.1016/j.rse.2018.12.005

Prasad AA; Sherwood SC; Reeder MJ; Lane TP, 2019, 'Rapidly Evolving Cirrus Clouds Modulated by Convectively Generated Gravity Waves', Journal of Geophysical Research: Atmospheres, http://dx.doi.org/10.1029/2019JD030538

Mukkavilli SK; Prasad AA; Taylor RA; Huang J; Mitchell RM; Troccoli A; Kay MJ, 2018, 'Assessment of atmospheric aerosols from two reanalysis products over Australia', Atmospheric Research, 215, pp. 149 - 164, http://dx.doi.org/10.1016/j.atmosres.2018.08.026

Mukkavilli SK; Prasad AA; Taylor RA; TROCCOLI A; Kay MJ, 2018, 'Mesoscale simulations of Australian direct normal irradiance, featuring an extreme dust event', Journal of Applied Meteorology and Climatology, 57, pp. 467 - 515, http://dx.doi.org/10.1175/JAMC-D-17-0091.1

Evans JP; Kay M; Prasad A; Pitman A, 2018, 'The resilience of Australian wind energy to climate change', Environmental Research Letters, 13, pp. 024014, http://dx.doi.org/10.1088/1748-9326/aaa632

Prasad AA; Taylor RA; Kay M, 2017, 'Assessment of solar and wind resource synergy in Australia', Applied Energy, 190, pp. 354 - 367, http://dx.doi.org/10.1016/j.apenergy.2016.12.135

Prasad AA; Taylor RA; Kay M, 2015, 'Assessment of direct normal irradiance and cloud connections using satellite data over Australia', Applied Energy, 143, pp. 301 - 311, http://dx.doi.org/10.1016/j.apenergy.2015.01.050

Elliston B; MacGill I; Prasad A; Kay M, 2015, 'Spatio-temporal characterisation of extended low direct normal irradiance events over Australia using satellite derived solar radiation data', Renewable Energy, 74, pp. 633 - 639, http://dx.doi.org/10.1016/j.renene.2014.08.067

Law EW; Prasad AA; Kay MJ; Taylor R, 2014, 'Direct normal irradiance forecasting and its application to concentrated solar thermal output forecasting – A review', Solar Energy, 108, pp. 287 - 307, http://dx.doi.org/10.1016/j.solener.2014.07.008

Dehghan A; Prasad AA; Sherwood SC; Kay M, 2014, 'Evaluation and improvement of TAPM in estimating solar irradiance in Eastern Australia', Solar Energy, 107, pp. 668 - 680, http://dx.doi.org/10.1016/j.solener.2014.06.018

Prasad AA; Davies R, 2013, 'An assessment of cirrus heights from MISR oblique stereo using ground-based radar and lidar at the Tropical Western Pacific ARM sites', Journal of Geophysical Research D: Atmospheres, 118, pp. 5588 - 5599, http://www.scopus.com/inward/record.url?eid=2-s2.0-84880274910&partnerID=40&md5=b33f3e9b5e58c29e57eb291f61e2b964

Prasad AA; Davies R, 2013, 'An assessment of cirrus heights from MISR oblique stereo using ground-based radar and lidar at the Tropical Western Pacific ARM sites', Journal of Geophysical Research D: Atmospheres, 118, pp. 5588 - 5599, http://www.scopus.com/inward/record.url?eid=2-s2.0-84880274910&partnerID=40&md5=b33f3e9b5e58c29e57eb291f61e2b964

Prasad AA; Davies R, 2012, 'Detecting tropical thin cirrus using Multiangle Imaging SpectroRadiometer's oblique cameras and modeled outgoing longwave radiation', Journal of Geophysical Research: Atmospheres, 117, http://dx.doi.org/10.1029/2011jd016798

Prasad AA; Davies R, 2012, 'Detecting tropical thin cirrus using Multiangle Imaging SpectroRadiometer's oblique cameras and modeled outgoing longwave radiation', Journal of Geophysical Research D: Atmospheres, 117, http://www.scopus.com/inward/record.url?eid=2-s2.0-84859141752&partnerID=40&md5=6fa9ec1b042e9d32577731c56b17f726

Conference Papers

Wang S; Wright B; Shakiba A; Prasad A; Su D; Vengas M; Daddo F; Tovich G; Coni R; Rodrigeuz J; Hameiri Z, 2024, 'Applications of a machine learning model for real-time interpolated PVsyst simulations', in Applications of a machine learning model for real-time interpolated PVsyst simulations, Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 03 December 2024

Liu G; Wright B; Shakiba A; Prasad A; Rodden P; Hameiri Z, 2024, 'Evaluating statistical degradation rate calculation methods using current-voltage measurements', Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 03 December 2024

Shakiba A; Prasad A; Wright B; Nourbakhsh N; Roberts M; Hameiri Z, 2024, 'Regional driving factors of degradation in Australian residential photovoltaic systems: A performance loss analysis', Sydney, Australia, presented at Asia-Pacific Solar Research Conference, Sydney, Australia, 03 December 2024

Prasad A; Wright B; Rodriguez J; Hameiri Z; Kay M, 2024, 'First approximations for cleaning of soil accumulated at Australian PV sites', Numazu, Japan, presented at 35th International Photovoltaic Science and Engineering Conference, Numazu, Japan, 10 November 2024 - 15 November 2024

Shakiba A; Prasad A; Wright B; Nourbakhsh N; Roberts M; Hameiri Z, 2024, 'Assessing degradation trends of residential photovoltaic systems and their drivers across Australia', Numazu, Japan, presented at 35th International Photovoltaic Science and Engineering Conference, Numazu, Japan, 10 November 2024

Prasad A; Rodriguez J; Wright B; Hameiri Z; Kay M, 2024, 'Photovoltaic soiling from particulate matter across Australia', Canberra, Australia, presented at 30th Conference of the Australian Meteorological and Oceanographic Society, Canberra, Australia, 05 February 2024 - 09 February 2024

Prasad A; Chang LT-C; Fuchs D; Duc H; Azzi M; Riley M, 2021, 'Weather Research and Forecasting Model Tailored for Regional Airshed Modelling in NSW', CASANZ, Online, presented at CASANZ 2021: The 25th International Clean Air and Environment Conference, Online, 17 May 2021 - 21 May 2021, http://dx.doi.org/10.26190/unsworks/28077

Prasad AA, 2016, 'Fluctuations in cloud-top height measured by CALIPSO from 2006-2015', in Proceedings of the International Radiation Symposium (IRC/IAMAS), American Institute of Physics, Auckland, New Zealand, presented at RADIATION PROCESSES IN THE ATMOSPHERE AND OCEAN (IRS2016), Auckland, New Zealand, 16 April 2016 - 22 April 2016, http://dx.doi.org/10.1063/1.4975536

Prasad AA; Davies R, 2012, 'Decadal changes in thin cirrus height measured by MISR', in Cahalan RF; Fischer J (ed.), AIP Conference Proceedings, Dahlem Cube, Free University, Berlin, pp. 400 - 403, presented at International Radiation Symposium, Dahlem Cube, Free University, Berlin, 06 August 2012 - 10 August 2012, http://www.scopus.com/inward/record.url?eid=2-s2.0-84877841927&partnerID=40&md5=7e4c14b23330315426a6acf2e8be4b83

Prasad A; Davies R, 2011, 'Detecting thin cirrus from MISR with oblique camera analysis', in 34th International Symposium on Remote Sensing of Environment - The GEOSS Era: Towards Operational Environmental Monitoring, Sydney, NSW; Australia, presented at 34th International Symposium on Remote Sensing of Environment, Sydney, NSW; Australia, 10 April 2011 - 15 April 2011, http://www.scopus.com/inward/record.url?eid=2-s2.0-84879752494&partnerID=40&md5=b98db3ad1ad98d664bd768d12165884d

Conference Posters

Prasad A; Trapeznikov K; Sherwood S; Fuchs D; Gimlett J, 2023, 'Pretraining and fine-tuning surrogates for hybrid climate model development', Brisbane, Australia, presented at CLEX Annual Workshop, Brisbane, Australia, 19 November 2023 - 23 November 2023

Prasad A; Sherwood S; Fuchs D; Trapeznikov K; Gimlett J, 2023, 'Accelerating climate models using an AI surrogate', Canberra, Australia, presented at ACCESS Community Workshop 2023, Canberra, Australia, 04 September 2023 - 06 September 2023

Prasad A; Dixit V, 2022, 'Assessment of the Diurnal Cycle of Convection over the Maritime Continent using Multiple Datasets', Christchurch, New Zealand, presented at 13th International Conference on Southern Hemisphere Meteorology and Oceanography, Christchurch, New Zealand, 08 February 2022 - 17 February 2022

Prasad A; Kay M, 2019, 'Impact of sub-grid clouds on solar irradiance predictions on days of high intermittency', Copenhagen, Denmark, presented at 6th International Conference Energy & Meteorology, Copenhagen, Denmark, 24 June 2019 - 27 June 2019

Prasad AA; Sherwood S; Brogniez H, 2017, 'Constraining WRF Simulations of Convective Environments using Observations', Crowne Plaza, San Diego, CA, USA, presented at 17th Conference on Mesoscale Processes, Crowne Plaza, San Diego, CA, USA, 24 July 2017 - 27 July 2017, https://ams.confex.com/ams/17MESO/webprogram/Paper320134.html

Prasad AA; Sherwood S; Brogniez H, 2017, 'Constraining simulations of convective environments using humidity observations in Northern Australia', Bates College, Lewiston, ME, USA, presented at Gordon Research Conference, Bates College, Lewiston, ME, USA, 16 July 2017 - 21 July 2017

Prasad AA; Sherwood S; Brogniez H, 2017, 'Constraining simulations of convective environments using humidity observations in Northern Australia', Bates College, Lewiston, ME, presented at Gordon Research Seminar, Bates College, Lewiston, ME, 15 July 2017 - 16 July 2017


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