Review of approaches for selection and ensembling of GCMs
Global climate models (GCMs) are developed to simulate past climate and produce
projections of climate in future. Their roles in ascertaining regional issues and possible …
projections of climate in future. Their roles in ascertaining regional issues and possible …
Multi-model ensemble predictions of precipitation and temperature using machine learning algorithms
Abstract Multi-Model Ensembles (MMEs) are often employed to reduce the uncertainties
related to GCM simulations/projections. The objective of this study was to evaluate the …
related to GCM simulations/projections. The objective of this study was to evaluate the …
Selection of multi-model ensemble of general circulation models for the simulation of precipitation and maximum and minimum temperature based on spatial …
The climate modelling community has trialled a large number of metrics for evaluating the
temporal performance of general circulation models (GCMs), while very little attention has …
temporal performance of general circulation models (GCMs), while very little attention has …
Large-scale atmospheric circulation patterns associated with extreme monsoon precipitation in Pakistan during 1981–2018
Abstract Deviations in South Asian Summer Monsoon (SASM) precipitation affect the
regional floods and drought patterns. In the current study, in-situ observations from Pakistan …
regional floods and drought patterns. In the current study, in-situ observations from Pakistan …
[PDF][PDF] Evaluation and projection of precipitation in Pakistan using the Coupled Model Intercomparison Project Phase 6 model simulations
This study aimed to evaluate the performance of global climate models (GCMs) from the
family of the Coupled Model Intercomparison Project Phase 6 (CMIP6) in the historical …
family of the Coupled Model Intercomparison Project Phase 6 (CMIP6) in the historical …
[PDF][PDF] Evaluating the meteorological drought characteristics over Pakistan using in situ observations and reanalysis products
Drought is one of the most frequent natural disasters occurring in Pakistan and has a great
influence on livelihood, agriculture, and economy. The availability of longterm high-quality …
influence on livelihood, agriculture, and economy. The availability of longterm high-quality …
Spatiotemporal characteristics of meteorological drought variability and trends (1981–2020) over South Asia and the associated large-scale circulation patterns
The present study uses observation-based gridded air temperature and precipitation
datasets to investigate the spatiotemporal changes in meteorological drought from 1981 to …
datasets to investigate the spatiotemporal changes in meteorological drought from 1981 to …
Trend in extreme precipitation indices based on long term in situ precipitation records over Pakistan
Assessing the long-term precipitation changes is of utmost importance for understanding the
impact of climate change. This study investigated the variability of extreme precipitation …
impact of climate change. This study investigated the variability of extreme precipitation …
Exploring trends and variability of climate change indices in the agro‐ecological zones of Pakistan and their driving mechanisms
Anthropogenic climate change induced weather and climate extremes have led to frequent
heat waves, droughts and floods threatening water resources and food security for an …
heat waves, droughts and floods threatening water resources and food security for an …
Modeling climate change impacts on precipitation in arid regions of Pakistan: a non-local model output statistics downscaling approach
The uncertainties in climate projections in arid regions are quite high due to the large
variability of climate and the lack of high-quality climate observations. In this study, an …
variability of climate and the lack of high-quality climate observations. In this study, an …