עקוב אחר
Sachindra Dhanapala Arachchige
Sachindra Dhanapala Arachchige
University of Leeds
כתובת אימייל מאומתת בדומיין live.vu.edu.au
כותרת
צוטט על ידי
צוטט על ידי
שנה
Statistical downscaling of precipitation using machine learning techniques
DA Sachindra, K Ahmed, MM Rashid, S Shahid, BJC Perera
Atmospheric research 212, 240-258, 2018
2402018
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
1742020
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
1732020
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
1722019
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
1412013
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
1302014
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
912019
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
462022
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
452022
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
342019
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
312018
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
162022
Temperature and urban heat island effect in Lublin city in Poland under changing climate
DA Sachindra, S Ullah, P Zaborski, M Nowosad, M Dobek
Theoretical and Applied Climatology 151 (1), 667-690, 2023
142023
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מאמרים 1–20