Relation of land surface temperature with different vegetation indices using multi-temporal remote sensing data in Sahiwal region, Pakistan

Sajjad Hussain, Ali Raza, Hazem Ghassan Abdo, +6

Geoscience Letters

Land Use/Land Cover Change Detection and NDVI Estimation in Pakistan’s Southern Punjab Province

Yongguang Hu, Ali Raza, Neyha Rubab Syed, +6

Sustainability

Environmental MonitoringEngineeringLand UseForestryLulc Changes +22

Forecasting vapor pressure deficit for agricultural water management using machine learning in semi-arid environments

Ahmed Elbeltagi, Aman Srivastava, Jinsong Deng, +5

Agricultural Water Management

Precision AgricultureHydrological PredictionMachine LearningEngineeringAgricultural Economics +23

Monitoring the Dynamic Changes in Vegetation Cover Using Spatio-Temporal Remote Sensing Data from 1984 to 2020

Sajjad Hussain, Shujing Qin, Wajid Nasim, +9

Atmosphere

EngineeringLand UseNatural Climate ChangesAgricultural EconomicsLand Cover +23

Data intelligence and hybrid metaheuristic algorithms-based estimation of reference evapotranspiration

Ahmed Elbeltagi, Ali Raza, Yongguang Hu, +5

Applied Water Science

Comparative Assessment of Reference Evapotranspiration Estimation Using Conventional Method and Machine Learning Algorithms in Four Climatic Regions

Ali Raza, Muhammad Shoaib, Muhammad Abrar Faiz, +4

Pure and Applied Geophysics

ClimatologyMeteorologyComparative AssessmentNumerical Weather PredictionEnvironmental Monitoring +9

Investigation of Irrigation Water Requirement and Evapotranspiration for Water Resource Management in Southern Punjab, Pakistan

Sajjad Hussain, Muhammad Mubeen, Wajid Nasim, +4

Sustainability

Irrigation ManagementWater AvailabilityEngineeringWater ResourcesDrought +11

Modelling reference evapotranspiration using principal component analysis and machine learning methods under different climatic environments

Ali Raza, Saber Kouadri, Yongguang Hu, +5

Irrigation and Drainage

Hydrological PredictionEnvironmental MonitoringMachine LearningEngineeringWeather Forecasting +20

Performance Evaluation of Five Machine Learning Algorithms for Estimating Reference Evapotranspiration in an Arid Climate

Ali Raza, Romana Fahmeed, Neyha Rubab Syed, +4

Water

Precision AgricultureEnvironmental MonitoringMachine LearningEngineeringAgricultural Economics +26

Comparative assessment of empirical and hybrid machine learning models for estimating daily reference evapotranspiration in sub-humid and semi-arid climates

Siham Acharki, Ali Raza, Dinesh Kumar Vishwakarma, +7

Scientific Reports