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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
2202015
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
1712015
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
1622011
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
1012018
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
902019
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
882015
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
632014
Vicarious calibration of sUAS microbolometer temperature imagery for estimation of radiometric land surface temperature
A Torres-Rua
Sensors 17 (7), 1499, 2017
622017
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
542019
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
532017
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
482019
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
372019
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
352016
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
312020
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
312019
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
302020
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
212021
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
202013
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
192012
Cutthroat measurement flume calibration for free and submerged flow using a single equation
AF Torres, GP Merkley
Journal of irrigation and drainage engineering 134 (4), 521-526, 2008
192008
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Artículos 1–20