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

Remote sensing (Basel, Switzerland), 2015-03, Vol.7 (3), p.2627-2646

2015

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Influence of Model Grid Size on the Estimation of Surface Fluxes Using the Two Source Energy Balance Model and sUAS Imagery in Vineyards

Remote sensing (Basel, Switzerland), 2020-01, Vol.12 (3), p.342-342

2020

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Spatial Scale Gap Filling Using an Unmanned Aerial System: A Statistical Downscaling Method for Applications in Precision Agriculture

Sensors (Basel, Switzerland), 2017-09, Vol.17 (9), p.2106

2017

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Using Remote Sensing to Estimate Scales of Spatial Heterogeneity to Analyze Evapotranspiration Modeling in a Natural Ecosystem

Remote sensing (Basel, Switzerland), 2022-01, Vol.14 (2), p.372

2022

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Multiobjective particle swarm optimization for parameter estimation in hydrology

Water resources research, 2006-07, Vol.42 (7), p.W07417-n/a

2006

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Applicability of statistical learning algorithms in groundwater quality modeling

Water resources research, 2005-05, Vol.41 (5), p.W05010-n/a

2005

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Effect of missing data on performance of learning algorithms for hydrologic predictions: Implications to an imputation technique

Water resources research, 2007-07, Vol.43 (7), p.W07416-n/a

2007

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

Water (Basel), 2016-04, Vol.8 (4), p.167

2016

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Bayesian deduction for redundancy detection in groundwater quality monitoring networks

Water resources research, 2008-08, Vol.44 (8), p.W08412-n/a

2008

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Support vectors–based groundwater head observation networks design

Water resources research, 2004-11, Vol.40 (11), p.W11509-n/a

2004

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Complexity-based robust hydrologic prediction

Water resources research, 2009-10, Vol.45 (10), p.W10406-n/a

2009

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Valuing certainty in a consensus-based water allocation mechanism

Water resources research, 2007-02, Vol.43 (2), p.W02427-n/a

2007

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Sparse Bayesian learning machine for real-time management of reservoir releases

Water resources research, 2005-11, Vol.41 (11), p.W11401-n/a

2005

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

International journal of applied earth observation and geoinformation, 2015-12, Vol.43, p.32-42

2015

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

Agricultural water management, 2015-05, Vol.153, p.42-50

2015

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Recursive partitioning techniques for modeling irrigation behavior

Environmental modelling & software : with environment data news, 2013-09, Vol.47, p.207-217

2013

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Exploring irrigation behavior at Delta, Utah using hidden Markov models

Agricultural water management, 2014-09, Vol.143, p.48-58

2014

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A new Bayesian recursive technique for parameter estimation

Water resources research, 2006-08, Vol.42 (8), p.W08423-n/a

2006

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

Irrigation science, 2019-05, Vol.37 (3), p.389-406

2019

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

Journal of hydrology (Amsterdam), 2006-03, Vol.318 (1), p.7-16

2006

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Forecasting daily potential evapotranspiration using machine learning and limited climatic data

Agricultural water management, 2011-02, Vol.98 (4), p.553-562

2011

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Assessment of different methods for shadow detection in high-resolution optical imagery and evaluation of shadow impact on calculation of NDVI, and evapotranspiration

Irrigation science, 2019-05, Vol.37 (3), p.407-429

2019

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

Environmental modelling & software : with environment data news, 2014-07, Vol.57, p.115-126

2014

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Life on the edge: reproductive mode and rate of invasive Phragmites australis patch expansion

Biological invasions, 2016-09, Vol.18 (9), p.2475-2495

2016

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THE GRAPE REMOTE SENSING ATMOSPHERIC PROFILE AND EVAPOTRANSPIRATION EXPERIMENT

Bulletin of the American Meteorological Society, 2018-09, Vol.99 (9), p.1791-1812

2018

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

Influence of Model Grid Size on the Estimation of Surface Fluxes Using the Two Source Energy Balance Model and sUAS Imagery in Vineyards

Spatial Scale Gap Filling Using an Unmanned Aerial System: A Statistical Downscaling Method for Applications in Precision Agriculture

Using Remote Sensing to Estimate Scales of Spatial Heterogeneity to Analyze Evapotranspiration Modeling in a Natural Ecosystem

Multiobjective particle swarm optimization for parameter estimation in hydrology

Applicability of statistical learning algorithms in groundwater quality modeling

Effect of missing data on performance of learning algorithms for hydrologic predictions: Implications to an imputation technique

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

Bayesian deduction for redundancy detection in groundwater quality monitoring networks

Support vectors–based groundwater head observation networks design

Complexity-based robust hydrologic prediction

Valuing certainty in a consensus-based water allocation mechanism

Sparse Bayesian learning machine for real-time management of reservoir releases

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

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

Recursive partitioning techniques for modeling irrigation behavior

Exploring irrigation behavior at Delta, Utah using hidden Markov models

A new Bayesian recursive technique for parameter estimation

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

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

Forecasting daily potential evapotranspiration using machine learning and limited climatic data

Assessment of different methods for shadow detection in high-resolution optical imagery and evaluation of shadow impact on calculation of NDVI, and evapotranspiration

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

Life on the edge: reproductive mode and rate of invasive Phragmites australis patch expansion

THE GRAPE REMOTE SENSING ATMOSPHERIC PROFILE AND EVAPOTRANSPIRATION EXPERIMENT

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