SOIL MOISTURE PREDICTION USING SUPPORT VECTOR MACHINES

M. Kashif Gill, Tirusew Asefa, Mariush Kemblowski, +1

JAWRA Journal of the American Water Resources Association

Multi-time scale stream flow predictions: The support vector machines approach

Tirusew Asefa, Mariush Kemblowski, Mac McKee, +1

Journal of Hydrology

Data StreamEngineeringMachine LearningWater ResourcesPredictive Analytics +10

Assessment of Surface Soil Moisture Using High-Resolution Multi-Spectral Imagery and Artificial Neural Networks

Leila Hassan-Esfahani, Alfonso F. Torres‐Rua, Austin M. Jensen, +1

Remote Sensing

Precision AgricultureEnvironmental MonitoringEngineeringLand UseAgricultural Economics +24

Forecasting daily potential evapotranspiration using machine learning and limited climatic data

Alfonso F. Torres‐Rua, Wynn R. Walker, Mac McKee

Agricultural Water Management

HydrometeorologyClimatologyMeteorologyNumerical Weather PredictionEngineering +10

Multiobjective particle swarm optimization for parameter estimation in hydrology

M. Kashif Gill, Yasir Kaheil, Abedalrazq F. Khalil, +2

Water Resources Research

Search OptimizationParameter EstimationHydrological PredictionMopso AlgorithmEngineering +14

Estimating chlorophyll with thermal and broadband multispectral high resolution imagery from an unmanned aerial system using relevance vector machines for precision agriculture

Manal Elarab, Andres M. Ticlavilca, Alfonso F. Torres‐Rua, +2

International Journal of Applied Earth Observation and Geoinformation

Precision AgricultureEnvironmental MonitoringUnmanned Aerial SystemEngineeringLand Use +14

Applicability of statistical learning algorithms in groundwater quality modeling

Abedalrazq F. Khalil, Mohammad N. Almasri, Mac McKee, +1

Water Resources Research

Groundwater QualityGroundwater Quality ModelingEngineeringMachine LearningMining Methods +15

Ionic and isotopic ratios for identification of salinity sources and missing data in the Gaza aquifer

Said M. Ghabayen, Mac McKee, Mariush Kemblowski

Journal of Hydrology

HydrogeologySalinity SourcesEngineeringEnvironmental GeochemistryGaza Aquifer +7

Evaluation of TSEB turbulent fluxes using different methods for the retrieval of soil and canopy component temperatures from UAV thermal and multispectral imagery

Héctor Nieto, William P. Kustas, Alfonso F. Torres‐Rua, +10

Irrigation Science

MeteorologyGround Heat FluxEnvironmental MonitoringEngineeringGeography +9

The Grape Remote Sensing Atmospheric Profile and Evapotranspiration Experiment

William P. Kustas, Martha C. Anderson, Joseph G. Alfieri, +26

Bulletin of the American Meteorological Society

Timely EvapotranspirationPrecision AgricultureEnvironmental MonitoringEngineeringCanopy Micrometeorology +21