Select Publications
Journal articles
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
,2024, 'Factors influencing green energy consumer behaviour in Australia', Journal of Cleaner Production, 460, http://dx.doi.org/10.1016/j.jclepro.2024.142609
,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
,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
,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
,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
,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
,2022, 'Impact of Higher Spatial Resolution on Precipitation Properties Over Australia', Geophysical Research Letters, 49, http://dx.doi.org/10.1029/2022GL100717
,2022, 'Exploring Climate Change Adaptation, Mitigation and Marketing Connections', Sustainability (Switzerland), 14, http://dx.doi.org/10.3390/su14074255
,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
,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
,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
,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
,2021, 'Prediction of Solar Power Using Near-Real Time Satellite Data', Energies, 14, http://dx.doi.org/10.3390/en14185865
,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
,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
,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
,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
,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
,2019, 'Rapidly Evolving Cirrus Clouds Modulated by Convectively Generated Gravity Waves', Journal of Geophysical Research: Atmospheres, http://dx.doi.org/10.1029/2019JD030538
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
,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
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
,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
,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
,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
,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
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
,2023, 'Accelerating climate models using an AI surrogate', Canberra, Australia, presented at ACCESS Community Workshop 2023, Canberra, Australia, 04 September 2023 - 06 September 2023
,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
,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
,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
,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
,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
,2015, 'Simulating Roll Clouds associated with Low-Level Convergence', San Francisco, presented at AGU Fall Meeting, San Francisco, 14 December 2015 - 18 December 2015
,Conference Presentations
2024, 'Pretraining AI surrogates for hybrid climate simulations', presented at 30th Conference of the Australian Meteorological and Oceanographic Society, Canberra, Australia, 05 February 2024 - 09 February 2024
,2022, 'Photovoltaic transmission loss due to soiling from PM2.5 over Australia', presented at 29th AMOS Annual Conference, Adelaide, Australia, 28 November 2022 - 01 December 2022
,2022, 'The development and performance of the Global AI Accelerator (GAIA) in simulating MJO', presented at 29th AMOS Annual Conference, Adelaide, Australia, 28 November 2022 - 01 December 2022
,2022, 'Reduction in solar energy due to soiling from dust in Australia', presented at 13th International Conference on Southern Hemisphere Meteorology and Oceanography, Christchurch, New Zealand, 08 February 2022 - 17 February 2022
,2021, 'Synergy characteristics of Solar Photovoltaics-Wind-Battery Hybrid Systems in Australia', presented at Environmental Research Conference 2021, Virtual, 15 November 2021 - 19 November 2021
,