Estimation of Surface Soil Moisture in Irrigated Lands by Assimilation of Landsat Vegetation Indices, Surface Energy Balance Products, and Relevance Vector Machines

Assessment of optimal irrigation water allocation for pressurized irrigation system using water balance approach, learning machines, and remotely sensed data

(2015) Leila Hassan-Esfahani et al.   AGRICULTURAL WATER MANAGEMENT

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

(2015) Manal Elarab et al.   International Journal of Applied Earth Observation and Geoinformation

Enhancing Model Skill by Assimilating SMOPS Blended Soil Moisture Product into Noah Land Surface Model

(2015) Jifu Yin et al.   JOURNAL OF HYDROMETEOROLOGY

Pre- and Post-Launch Spatial Quality of the Landsat 8 Thermal Infrared Sensor

(2015) Brian Wenny et al.   Remote Sensing

Use of a relevance vector machine for groundwater quality monitoring network design under uncertainty

(2014) Abdelhaleem I. Khader et al.   ENVIRONMENTAL MODELLING & SOFTWARE

How to Utilize Relevance Vectors to Collect Required Data for Modeling Water Quality Constituents and Fine Sediment in Natural Systems: Case Study on Mud Lake, Idaho

(2014) H. A. Batt et al.   JOURNAL OF ENVIRONMENTAL ENGINEERING

Estimation of Spatially Distributed Evapotranspiration Using Remote Sensing and a Relevance Vector Machine

(2014) Roula Bachour et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Assessing Calibration Uncertainty and Automation for Estimating Evapotranspiration from Agricultural Areas Using METRIC

(2013) Charles G. Morton et al.   JOURNAL OF THE AMERICAN WATER RESOURCES ASSOCIATION

Fusion of remotely sensed data for soil moisture estimation using relevance vector and support vector machines

(2012) Bushra Zaman et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Machine Learning Approaches for Error Correction of Hydraulic Simulation Models for Canal Flow Schemes

(2012) Alfonso F. Torres-Rua et al.   JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING

Use of Landsat thermal imagery in monitoring evapotranspiration and managing water resources

(2012) Martha C. Anderson et al.   REMOTE SENSING OF ENVIRONMENT

Satellite-based ET estimation in agriculture using SEBAL and METRIC

(2011) Richard Allen et al.   HYDROLOGICAL PROCESSES

The Soil Moisture Active Passive (SMAP) Mission

(2010) Dara Entekhabi et al.   PROCEEDINGS OF THE IEEE

A Change Detection Algorithm for Retrieving High-Resolution Soil Moisture From SMAP Radar and Radiometer Observations

(2009) M. Piles et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Downscaling and Assimilation of Surface Soil Moisture Using Ground Truth Measurements

(2008) Yasir H. Kaheil et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING