Statistical downscaling of precipitation using machine learning techniques DA Sachindra, K Ahmed, MM Rashid, S Shahid, BJC Perera Atmospheric research 212, 240-258, 2018 | 291 | 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 | 229 | 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 | 229 | 2020 |
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 | 217 | 2019 |
Least square support vector and multi-linear regression for statistically downscaling general circulation model outputs to catchment streamflows DA Sachindra, F Huang, A Barton, BJ Perera International Journal of Climatology 33 (5), 1087-1106, 2013 | 147 | 2013 |
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 | 143 | 2016 |
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 | 136 | 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 | 106 | 2019 |
Statistical downscaling of general circulation model outputs to precipitation—part 1: calibration and validation DA Sachindra, F Huang, A Barton, BJC Perera Int J Climatol 34 (11), 3264-3281, 2014 | 80 | 2014 |
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 | 72 | 2022 |
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 | 72 | 2022 |
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 | 44 | 2016 |
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 | 42 | 2019 |
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 | 41 | 2014 |
Cautionary note on the use of genetic programming in statistical downscaling DA Sachindra, K Ahmed, S Shahid, BJC Perera Int J Climatol 38 (8), 3449-3465, 2018 | 35 | 2018 |
Climate change will exacerbate population exposure to future heat waves in the China-Pakistan economic corridor S Ullah, Q You, W Ullah, DA Sachindra, A Ali, AS Bhatti, G Ali Weather and Climate Extremes 40, 100570, 2023 | 28 | 2023 |
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 | 27 | 2019 |
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 | 26 | 2022 |
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 | 24 | 2019 |
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 | 23 | 2022 |