UB Paderborn / Katalog / Suche / in CDI

Statistical downscaling of general circulation model outputs to precipitation—part 2: bias‐correction and future projections

International journal of climatology, 2014-09, Vol.34 (11), p.3282-3303

2014

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Statistical Downscaling of General Circulation Model Outputs to Precipitation Accounting for Non-Stationarities in Predictor-Predictand Relationships

PloS one, 2016-12, Vol.11 (12), p.e0168701-e0168701

2016

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Statistical downscaling of general circulation model outputs to precipitation—part 1: calibration and validation

International journal of climatology, 2014-09, Vol.34 (11), p.3264-3281

2014

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Least square support vector and multi‐linear regression for statistically downscaling general circulation model outputs to catchment streamflows

International journal of climatology, 2013-04, Vol.33 (5), p.1087-1106

2013

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Machine learning for downscaling: the use of parallel multiple populations in genetic programming

Stochastic environmental research and risk assessment, 2019-09, Vol.33 (8-9), p.1497-1533

2019

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Future Population Exposure to Daytime and Nighttime Heat Waves in South Asia

Earth's future, 2022-05, Vol.10 (5), p.n/a

2022

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Characteristics of human thermal stress in South Asia during 1981–2019

Environmental research letters, 2022-10, Vol.17 (10), p.104018

2022

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Cautionary note on the use of genetic programming in statistical downscaling

International journal of climatology, 2018-06, Vol.38 (8), p.3449-3465

2018

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Pros and cons of using wavelets in conjunction with genetic programming and generalised linear models in statistical downscaling of precipitation

Theoretical and applied climatology, 2019-10, Vol.138 (1-2), p.617-638

2019

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Multi‐model ensemble approach for statistically downscaling general circulation model outputs to precipitation

Quarterly journal of the Royal Meteorological Society, 2014-04, Vol.140 (681), p.1161-1178

2014

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Annual statistical downscaling of precipitation and evaporation and monthly disaggregation

Theoretical and applied climatology, 2018, Vol.131 (1-2), p.181-200

2018

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Machine Learning-Based Rainfall Forecasting with Multiple Non-Linear Feature Selection Algorithms

Water resources management, 2022-12, Vol.36 (15), p.6043-6071

2022

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Variations in relative humidity across Poland and its possible impacts on outdoor thermal comfort: An analysis based on hourly data from 1995 to 2020

International journal of climatology, 2022-06, Vol.42 (7), p.3861-3887

2022

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Characteristics of wind speeds and outdoor thermal sensation considering the effect of wind speeds: An analysis based on hourly data from 1995 to 2021 in Poland

International journal of climatology, 2022-12, Vol.42 (16), p.10021-10047

2022

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Potential improvements to statistical downscaling of general circulation model outputs to catchment streamflows with downscaled precipitation and evaporation

Theoretical and applied climatology, 2015-10, Vol.122 (1-2), p.159-179

2015

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Characteristics of air temperature in Poland from 1994 to 2019 based on hourly data

International journal of climatology, 2021-06, Vol.41 (8), p.4359-4385

2021

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Temperature and urban heat island effect in Lublin city in Poland under changing climate

Theoretical and applied climatology, 2023, Vol.151 (1-2), p.667-690

2023

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Impact of climate change on urban heat island effect and extreme temperatures: a case‐study

Quarterly journal of the Royal Meteorological Society, 2016-01, Vol.142 (694), p.172-186

2016

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Prediction of droughts over Pakistan using machine learning algorithms

Advances in water resources, 2020-05, Vol.139, p.103562, Article 103562

2020

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Multi-model ensemble predictions of precipitation and temperature using machine learning algorithms

Atmospheric research, 2020-05, Vol.236, p.104806, Article 104806

2020

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Selection of multi-model ensemble of general circulation models for the simulation of precipitation and maximum and minimum temperature based on spatial assessment metrics

Hydrology and earth system sciences, 2019-11, Vol.23 (11), p.4803-4824

2019

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Statistical downscaling of precipitation using machine learning techniques

Atmospheric research, 2018-11, Vol.212, p.240-258

2018

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Fidelity assessment of general circulation model simulated precipitation and temperature over Pakistan using a feature selection method

Journal of hydrology (Amsterdam), 2019-06, Vol.573, p.281-298

2019

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Spatiotemporal changes in global aridity in terms of multiple aridity indices: An assessment based on the CRU data

Atmospheric research, 2022-04, Vol.268, p.105998, Article 105998

2022

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Climate change will exacerbate population exposure to future heat waves in the China-Pakistan economic corridor

Weather and climate extremes, 2023-06, Vol.40, p.100570, Article 100570

2023

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Statistical downscaling of general circulation model outputs to precipitation—part 2: bias‐correction and future projections

Statistical Downscaling of General Circulation Model Outputs to Precipitation Accounting for Non-Stationarities in Predictor-Predictand Relationships

Statistical downscaling of general circulation model outputs to precipitation—part 1: calibration and validation

Least square support vector and multi‐linear regression for statistically downscaling general circulation model outputs to catchment streamflows

Machine learning for downscaling: the use of parallel multiple populations in genetic programming

Future Population Exposure to Daytime and Nighttime Heat Waves in South Asia

Characteristics of human thermal stress in South Asia during 1981–2019

Cautionary note on the use of genetic programming in statistical downscaling

Pros and cons of using wavelets in conjunction with genetic programming and generalised linear models in statistical downscaling of precipitation

Multi‐model ensemble approach for statistically downscaling general circulation model outputs to precipitation

Annual statistical downscaling of precipitation and evaporation and monthly disaggregation

Machine Learning-Based Rainfall Forecasting with Multiple Non-Linear Feature Selection Algorithms

Variations in relative humidity across Poland and its possible impacts on outdoor thermal comfort: An analysis based on hourly data from 1995 to 2020

Characteristics of wind speeds and outdoor thermal sensation considering the effect of wind speeds: An analysis based on hourly data from 1995 to 2021 in Poland

Potential improvements to statistical downscaling of general circulation model outputs to catchment streamflows with downscaled precipitation and evaporation

Characteristics of air temperature in Poland from 1994 to 2019 based on hourly data

Temperature and urban heat island effect in Lublin city in Poland under changing climate

Impact of climate change on urban heat island effect and extreme temperatures: a case‐study

Prediction of droughts over Pakistan using machine learning algorithms

Multi-model ensemble predictions of precipitation and temperature using machine learning algorithms

Selection of multi-model ensemble of general circulation models for the simulation of precipitation and maximum and minimum temperature based on spatial assessment metrics

Statistical downscaling of precipitation using machine learning techniques

Fidelity assessment of general circulation model simulated precipitation and temperature over Pakistan using a feature selection method

Spatiotemporal changes in global aridity in terms of multiple aridity indices: An assessment based on the CRU data

Climate change will exacerbate population exposure to future heat waves in the China-Pakistan economic corridor

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