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Alfonso Torres-Rua
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Assessment of surface soil moisture using high-resolution multi-spectral imagery and artificial neural networks
L Hassan-Esfahani, A Torres-Rua, A Jensen, M McKee
Remote Sensing 7 (3), 2627-2646, 2015
2412015
Estimating chlorophyll with thermal and broadband multispectral high resolution imagery from an unmanned aerial system using relevance vector machines for precision agriculture
M Elarab, AM Ticlavilca, AF Torres-Rua, I Maslova, M McKee
International Journal of Applied Earth Observation and Geoinformation 43, 32-42, 2015
1822015
Forecasting daily potential evapotranspiration using machine learning and limited climatic data
AF Torres, WR Walker, M McKee
Agricultural Water Management 98 (4), 553-562, 2011
1702011
The grape remote sensing atmospheric profile and evapotranspiration experiment
WP Kustas, MC Anderson, JG Alfieri, K Knipper, A Torres-Rua, CK Parry, ...
Bulletin of the American Meteorological Society 99 (9), 1791-1812, 2018
1052018
Evaluation of TSEB turbulent fluxes using different methods for the retrieval of soil and canopy component temperatures from UAV thermal and multispectral imagery
H Nieto, WP Kustas, A Torres-Rúa, JG Alfieri, F Gao, MC Anderson, ...
Irrigation Science 37, 389-406, 2019
1022019
Assessment of optimal irrigation water allocation for pressurized irrigation system using water balance approach, learning machines, and remotely sensed data
L Hassan-Esfahani, A Torres-Rua, M McKee
Agricultural Water Management 153, 42-50, 2015
902015
Terrain analysis enhancements to the height above nearest drainage flood inundation mapping method
I Garousi‐Nejad, DG Tarboton, M Aboutalebi, AF Torres‐Rua
Water Resources Research 55 (10), 7983-8009, 2019
742019
Vicarious calibration of sUAS microbolometer temperature imagery for estimation of radiometric land surface temperature
A Torres-Rua
Sensors 17 (7), 1499, 2017
652017
Topsoil moisture estimation for precision agriculture using unmmaned aerial vehicle multispectral imagery
L Hassan-Esfahani, A Torres-Rua, AM Ticlavilca, A Jensen, M McKee
2014 IEEE geoscience and remote sensing symposium, 3263-3266, 2014
642014
Spatial root zone soil water content estimation in agricultural lands using bayesian‐based artificial neural networks and high‐resolution visual, nir, and thermal imagery
L Hassan‐Esfahani, A Torres‐Rua, A Jensen, M Mckee
Irrigation and Drainage 66 (2), 273-288, 2017
572017
Assessment of different methods for shadow detection in high-resolution optical imagery and evaluation of shadow impact on calculation of NDVI, and evapotranspiration
M Aboutalebi, AF Torres-Rua, WP Kustas, H Nieto, C Coopmans, ...
Irrigation science 37, 407-429, 2019
522019
Estimation of soil moisture at different soil levels using machine learning techniques and unmanned aerial vehicle (UAV) multispectral imagery
M Aboutalebi, LN Allen, AF Torres-Rua, M McKee, C Coopmans
Autonomous air and ground sensing systems for agricultural optimization and …, 2019
392019
Incorporation of unmanned aerial vehicle (UAV) point cloud products into remote sensing evapotranspiration models
M Aboutalebi, AF Torres-Rua, M McKee, WP Kustas, H Nieto, MM Alsina, ...
Remote sensing 12 (1), 50, 2019
382019
Estimation of surface soil moisture in irrigated lands by assimilation of landsat vegetation indices, surface energy balance products, and relevance vector machines
AF Torres-Rua, AM Ticlavilca, R Bachour, M McKee
Water 8 (4), 167, 2016
362016
Sharpening ECOSTRESS and VIIRS land surface temperature using harmonized Landsat-Sentinel surface reflectances
J Xue, MC Anderson, F Gao, C Hain, L Sun, Y Yang, KR Knipper, ...
Remote sensing of environment 251, 112055, 2020
332020
Influence of model grid size on the estimation of surface fluxes using the two source energy balance model and sUAS imagery in vineyards
A Nassar, A Torres-Rua, W Kustas, H Nieto, M McKee, L Hipps, D Stevens, ...
Remote sensing 12 (3), 342, 2020
322020
Assessing Daily Evapotranspiration Methodologies from One-Time-of-Day sUAS and EC Information in the GRAPEX Project
A Nassar, A Torres-Rua, W Kustas, J Alfieri, L Hipps, J Prueger, H Nieto, ...
Remote sensing 13 (15), 2887, 2021
292021
Use of high-resolution multispectral imagery from an unmanned aerial vehicle in precision agriculture
M Al-Arab, A Torres-Rua, A Ticlavilca, A Jensen, M McKee
2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS, 2852 …, 2013
282013
Machine learning approaches for error correction of hydraulic simulation models for canal flow schemes
AF Torres-Rua, AM Ticlavilca, WR Walker, M McKee
Journal of irrigation and drainage engineering 138 (11), 999-1010, 2012
202012
Evaluation of satellite Leaf Area Index in California vineyards for improving water use estimation
Y Kang, F Gao, M Anderson, W Kustas, H Nieto, K Knipper, Y Yang, ...
Irrigation Science 40 (4), 531-551, 2022
192022
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