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Sachindra Dhanapala Arachchige
Sachindra Dhanapala Arachchige
University of Leeds
Verified email at live.vu.edu.au
Title
Cited by
Cited by
Year
Statistical downscaling of precipitation using machine learning techniques
DA Sachindra, K Ahmed, MM Rashid, S Shahid, BJC Perera
Atmospheric research 212, 240-258, 2018
2352018
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
1722020
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, ES Chung
Hydrology and Earth System Sciences 23 (11), 4803-4824, 2019
1692019
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
1672020
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
1392013
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
1292014
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
1272016
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
902019
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
782014
Future population exposure to daytime and nighttime heat waves in South Asia
S Ullah, Q You, D Chen, DA Sachindra, A AghaKouchak, S Kang, M Li, ...
Earth's Future 10 (5), e2021EF002511, 2022
442022
Spatiotemporal changes in global aridity in terms of multiple aridity indices: An assessment based on the CRU data
S Ullah, Q You, DA Sachindra, M Nowosad, W Ullah, AS Bhatti, Z Jin, ...
Atmospheric Research 268, 105998, 2022
412022
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
392014
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
382016
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), 1497-1533, 2019
332019
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
302018
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, 617-638, 2019
232019
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 23, 4803-4824, 2019
232019
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
192014
Characteristics of human thermal stress in South Asia during 1981–2019
S Ullah, Q You, G Wang, W Ullah, DA Sachindra, Y Yan, AS Bhatti, ...
Environmental Research Letters 17 (10), 104018, 2022
152022
Machine learning-based rainfall forecasting with multiple non-linear feature selection algorithms
P Das, DA Sachindra, K Chanda
Water Resources Management 36 (15), 6043-6071, 2022
142022
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