D.A.Sachindra
D.A.Sachindra
Unknown affiliation
Verified email at live.vu.edu.au
Title
Cited by
Cited by
Year
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
892013
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
702014
Statistical downscaling of precipitation using machine learning techniques
DA Sachindra, K Ahmed, MM Rashid, S Shahid, BJC Perera
Atmospheric research 212, 240-258, 2018
682018
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
512014
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
462016
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
302014
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
262019
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
232016
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
222019
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
182018
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
152020
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
122020
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
112014
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
92019
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
82019
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
82015
Annual statistical downscaling of precipitation and evaporation and monthly disaggregation
DA Sachindra, BJC Perera
Theoretical and applied climatology 131 (1-2), 181-200, 2018
72018
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
62019
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
62011
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
42015
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Articles 1–20