Least square support vector and multi‐linear regression for statistically downscaling general circulation model outputs to catchment streamflows DA Sachindra, F Huang, A Barton, BJC Perera International Journal of Climatology 33 (5), 1087-1106, 2013 | 89 | 2013 |
Statistical downscaling of general circulation model outputs to precipitation—part 2: bias‐correction and future projections DA Sachindra, F Huang, A Barton, BJC Perera International Journal of Climatology 34 (11), 3282-3303, 2014 | 70 | 2014 |
Statistical downscaling of precipitation using machine learning techniques DA Sachindra, K Ahmed, MM Rashid, S Shahid, BJC Perera Atmospheric research 212, 240-258, 2018 | 68 | 2018 |
Statistical downscaling of general circulation model outputs to precipitation—part 1: calibration and validation DA Sachindra, F Huang, A Barton, BJC Perera International journal of climatology 34 (11), 3264-3281, 2014 | 51 | 2014 |
Impact of climate change on urban heat island effect and extreme temperatures: a case‐study DA Sachindra, AWM Ng, S Muthukumaran, BJC Perera Quarterly Journal of the Royal Meteorological Society 142 (694), 172-186, 2016 | 46 | 2016 |
Multi‐model ensemble approach for statistically downscaling general circulation model outputs to precipitation DA Sachindra, F Huang, AF Barton, BJC Perera Quarterly Journal of the Royal Meteorological Society 140 (681), 1161-1178, 2014 | 30 | 2014 |
Fidelity assessment of general circulation model simulated precipitation and temperature over Pakistan using a feature selection method K Ahmed, S Shahid, DA Sachindra, N Nawaz, ES Chung Journal of Hydrology 573, 281-298, 2019 | 26 | 2019 |
Statistical downscaling of general circulation model outputs to precipitation accounting for non-stationarities in predictor-predictand relationships DA Sachindra, BJC Perera PloS one 11 (12), e0168701, 2016 | 23 | 2016 |
Selection of multi-model ensemble of general circulation models for the simulation of precipitation and maximum and minimum temperature based on spatial assessment metrics K Ahmed, DA Sachindra, S Shahid, MC Demirel, C Eun-Sung Hydrology and Earth System Sciences 23 (11), 4803-4824, 2019 | 22 | 2019 |
Cautionary note on the use of genetic programming in statistical downscaling DA Sachindra, K Ahmed, S Shahid, BJC Perera International Journal of Climatology 38 (8), 3449-3465, 2018 | 18 | 2018 |
Multi-model ensemble predictions of precipitation and temperature using machine learning algorithms K Ahmed, DA Sachindra, S Shahid, Z Iqbal, N Nawaz, N Khan Atmospheric Research 236, 104806, 2020 | 15 | 2020 |
Prediction of droughts over Pakistan using machine learning algorithms N Khan, DA Sachindra, S Shahid, K Ahmed, MS Shiru, N Nawaz Advances in Water Resources 139, 103562, 2020 | 12 | 2020 |
Statistical downscaling of general circulation model outputs to catchment scale hydroclimatic variables: issues, challenges and possible solutions DA Sachindra, F Huang, A Barton, BJC Perera Journal of water and climate change 5 (4), 496-525, 2014 | 11 | 2014 |
Pros and cons of using wavelets in conjunction with genetic programming and generalised linear models in statistical downscaling of precipitation DA Sachindra, K Ahmed, MM Rashid, V Sehgal, S Shahid, BJC Perera Theoretical and Applied Climatology 138 (1-2), 617-638, 2019 | 9 | 2019 |
Selection of multi-model ensemble of GCMs for the simulation of precipitation based on spatial assessment metrics K Ahmed, DA Sachindra, S Shahid, MC Demirel, ES Chung Hydrology and Earth System Sciences Discussions, 2019 | 8 | 2019 |
Potential improvements to statistical downscaling of general circulation model outputs to catchment streamflows with downscaled precipitation and evaporation DA Sachindra, F Huang, A Barton, BJC Perera Theoretical and Applied Climatology 122 (1-2), 159-179, 2015 | 8 | 2015 |
Annual statistical downscaling of precipitation and evaporation and monthly disaggregation DA Sachindra, BJC Perera Theoretical and applied climatology 131 (1-2), 181-200, 2018 | 7 | 2018 |
Machine learning for downscaling: the use of parallel multiple populations in genetic programming DA Sachindra, S Kanae Stochastic Environmental Research and Risk Assessment 33 (8-9), 1497-1533, 2019 | 6 | 2019 |
Statistical downscaling of general circulation model outputs to catchment streamflows DA Sachindra, F Huang, AF Barton, BJC Perera 19th International Congress on Modelling and Simulation (Modsim2011), 2810-2816, 2011 | 6 | 2011 |
Statistical downscaling of general circulation model outputs to evaporation, minimum temperature and maximum temperature using a key-predictand and key-station approach DA Sachindra, F Huang, AF Barton, BJC Perera Journal of Water and Climate Change 6 (2), 241-262, 2015 | 4 | 2015 |