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Andres M. Ticlavilca, Ph.D.

Affiliations: 
2010 Civil and Environmental Utah State University, Logan, UT, United States 
Area:
Water Resource Management
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"Andres Ticlavilca"
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Mac McKee grad student 2010 Utah State University
 (Multivariate Bayesian machine learning regression for operation and management of multiple reservoir, irrigation canal, and river systems.)

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Publications

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Torres-Rua AF, Ticlavilca AM, Bachour R, et al. (2016) Estimation of surface soil moisture in irrigated lands by assimilation of landsat vegetation indices, surface energy balance products, and Relevance Vector Machines Water (Switzerland). 8
Bachour R, Maslova I, Ticlavilca AM, et al. (2016) Wavelet-multivariate relevance vector machine hybrid model for forecasting daily evapotranspiration Stochastic Environmental Research and Risk Assessment. 30: 103-117
Maslova I, Ticlavilca AM, Mckee M. (2016) Adjusting wavelet-based multiresolution analysis boundary conditions for long-term streamflow forecasting Hydrological Processes. 30: 57-74
Elarab M, Ticlavilca AM, Torres-Rua AF, et al. (2015) 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. 43: 32-42
Hassan-Esfahani L, Torres-Rua A, Ticlavilca AM, et al. (2014) Topsoil moisture estimation for precision agriculture using unmmaned aerial vehicle multispectral imagery International Geoscience and Remote Sensing Symposium (Igarss). 3263-3266
Bachour R, Walker WR, Ticlavilca AM, et al. (2014) Estimation of spatially distributed evapotranspiration using remote sensing and a relevance vector machine Journal of Irrigation and Drainage Engineering. 140
Ticlavilca AM, McKee M, Walker WR. (2013) Real-time forecasting of short-term irrigation canal demands using a robust multivariate Bayesian learning model Irrigation Science. 31: 151-167
Torres-Rua AF, Ticlavilca AM, Walker WR, et al. (2012) Machine learning approaches for error correction of hydraulic simulation models for canal flow schemes Journal of Irrigation and Drainage Engineering. 138: 999-1010
Ticlavilca AM, McKee M. (2011) Multivariate Bayesian Regression Approach to Forecast Releases from a System of Multiple Reservoirs Water Resources Management. 25: 523-543
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