Performance evaluation of CMIP6 GCMs for the projections of precipitation extremes in Pakistan
Extreme weather events are more detrimental to human culture and ecosystems than typical
weather patterns. A multimodel ensemble (MME) of the top-performing global climate …
weather patterns. A multimodel ensemble (MME) of the top-performing global climate …
Estimation of reference crop evapotranspiration with three different machine learning models and limited meteorological variables
Precise reference crop evapotranspiration (ET0) estimation plays a key role in agricultural
fields as it aids in the proper operation and management of irrigation scheduling. However …
fields as it aids in the proper operation and management of irrigation scheduling. However …
A novel approach for evaluation of CMIP6 GCMs in simulating temperature and precipitation extremes of Pakistan
The study used a hybrid approach to evaluate the performance of 20 global climate models
(GCMs) from CMIP6 in reproducing 20 extreme temperature and precipitation indices over …
(GCMs) from CMIP6 in reproducing 20 extreme temperature and precipitation indices over …
Enhancing irrigation water management based on ETo prediction using machine learning to mitigate climate change
This study addressed the increasing challenges of climate change by exploring the use of
machine learning (ML) algorithms to predict the reference evapotranspiration (ETo) …
machine learning (ML) algorithms to predict the reference evapotranspiration (ETo) …
Lake evaporation in arid zones: Leveraging Landsat 8's water temperature retrieval and key meteorological drivers
This study assessed the accuracy of various methods for estimating lake evaporation in arid,
high-wind environments, leveraging water temperature data from Landsat 8. The evaluation …
high-wind environments, leveraging water temperature data from Landsat 8. The evaluation …
Spatiotemporal variation of drought in Iraq for shared socioeconomic pathways
Semiarid climate has made Iraq one of the most vulnerable regions to droughts. Semiarid
climate has made Iraq one of the most vulnerable regions to droughts. Rising temperatures …
climate has made Iraq one of the most vulnerable regions to droughts. Rising temperatures …
Selection of alternate reference evapotranspiration models based on multi-criteria decision ranking for semiarid climate
The hydrologic cycle's fundamental component, evapotranspiration, is a crucial parameter
for research on climate, hydrology, and water use in agriculture. Efficient water management …
for research on climate, hydrology, and water use in agriculture. Efficient water management …
Evaluation of gridded dataset in estimating extreme precipitations indices in Pakistan
Anthropogenic-induced climate change triggered increased extreme precipitation events,
posing a significant threat to vulnerable regions like Pakistan. However, the lack of reliable …
posing a significant threat to vulnerable regions like Pakistan. However, the lack of reliable …
Development of a temperature-based model using machine learning algorithms for the projection of Evapotranspiration of Peninsular Malaysia
Reliable projections of evapotranspiration (ET) are important for agricultural and water
resources development, planning, and management. However, ET projections using well …
resources development, planning, and management. However, ET projections using well …
A review of evapotranspiration estimation methods for climate-smart agriculture tools under a changing climate: vulnerabilities, consequences, and implications
IA Lakhiar, H Yan, C Zhang, J Zhang… - Journal of Water and …, 2024 - iwaponline.com
Climate change (CC) seriously threatens global water resources, exacerbating extreme
water scarcity issues, especially in agriculture. Evapotranspiration (ET) is one of the …
water scarcity issues, especially in agriculture. Evapotranspiration (ET) is one of the …