Mahyar Aboutalebi

Ramote Sensing in Precision Ag, Image Processing, and Artificial Intelligence Researcher

Utah State University

Biography

I’m a Ph.D. student at Utah State University (USU) working on super high-resolution imagery (finer than 20cm) captured by AggieAir. AggieAir focuses on the development and deployment of new technologies for use in remote sensing research and resource management applications. My goal is to involve the canopy structure provided by super high-resolution imagery and point cloud into evapotranspiration (ET) and yield models.

Interests

Remote Sensing
Precision Agriculture
Machine Learning
Optimization Techniques

Education

PhD in Civil and Environmental Engineering, 2020

Utah State University
MSc in Water Resources Engineering, 2011-2014

University of Tehran
BSc in Water Resources Engineering, 2007-2011

University of Tehran

Selected Publications

Spatial and Temporal Analysis of Precipitation and Effective Rainfall using Gauge Observations, Satellite, and Gridded Climate Data for Agricultural Water Management in the Upper Colorado River Basin

An Spatial and Temporal Anlysis of Precipitation to Estimate Effective Rainfall using Remotely Sesnsed Data and Guage Records.

Mahyar Aboutalebi, Alfonso Torres-Rua, Niel Allen

In Remote Sensing-MDPI, 2018

PDF MDPI link

Publications

Two source energy balance model (TSEB) with internal LAI estimation for evapotranspiration estimation using sUAS high-resolution imagery over vineyards

Estimation of Leaf Area Index (LAI) using UAV high-resolution imagery and with “Zero” in-situ measurements.

Mahyar Aboutalebi, Hector Nieto, Alfonso Torres-Rua, Mac McKee, William P Kustas, Calvin Coopmans, Joseph Alfieri, William W. White, Lynn McKee, Lawrence Hipps, John Prueger

AMS link

Spatial and Temporal Analysis of Precipitation and Effective Rainfall using Gauge Observations, Satellite, and Gridded Climate Data for Agricultural Water Management in the Upper Colorado River Basin

An Spatial and Temporal Anlysis of Precipitation to Estimate Effective Rainfall using Remotely Sesnsed Data and Guage Records.

Mahyar Aboutalebi, Alfonso Torres-Rua, Niel Allen

PDF MDPI link

Assessment of Different Methods for Shadow Detection in High-resolution Imagery and Evaluation of Shadows Impact on Calculation of NDVI, and evapotranspiration

Evaluation of four different shadow detection methods (unsupervised, supervised, index-based and physical-based methods) using …

Mahyar Aboutalebi, Alfonso Torres-Rua, William P. Kustas, Hector Nieto, Calvin Coopmans, Mac McKee

Springer link

One Day or Day One! You Decide

Mahyar Aboutalebi

Ramote Sensing in Precision Ag, Image Processing, and Artificial Intelligence Researcher

Utah State University

Biography

Interests

Education

Selected Publications

Spatial and Temporal Analysis of Precipitation and Effective Rainfall using Gauge Observations, Satellite, and Gridded Climate Data for Agricultural Water Management in the Upper Colorado River Basin

Publications

Two source energy balance model (TSEB) with internal LAI estimation for evapotranspiration estimation using sUAS high-resolution imagery over vineyards

Spatial and Temporal Analysis of Precipitation and Effective Rainfall using Gauge Observations, Satellite, and Gridded Climate Data for Agricultural Water Management in the Upper Colorado River Basin

Assessment of Different Methods for Shadow Detection in High-resolution Imagery and Evaluation of Shadows Impact on Calculation of NDVI, and evapotranspiration

Contact