# overview
Remote sensing / imaging spectroscopy, environmental and hydrologic/ocean optics, geographic information system (GIS)-based modeling, machine learning, vegetation mapping, river floodplains, and coastal studies

# keywords[]
4603 Computer Vision And Multimedia Computation

# keywords[]
4603 Computer Vision And Multimedia Computation

# keywords[]
3709 Physical Geography And Environmental Geoscience

# keywords[]
4009 Electronics, Sensors And Digital Hardware

# keywords[]
5102 Atomic, Molecular And Optical Physics

# educationAndTraining[].organization.label
University of South Carolina - (Columbia, South Carolina, United States)

# educationAndTraining[].organization.label
University of South Carolina - (Columbia, South Carolina, United States)

# educationAndTraining[].organization.label
Kansas State University - (Manhattan, Kansas, United States)

# publications[].label
Remote classification of Cerrado (Savanna) and agricultural land covers in northeastern Brazil

# publications[].label
Extracting River Features from Remotely Sensed Data: An Evaluation of Thematic Correctness

# publications[].label
Access Regimes and Regional Land Change in the Brazilian Cerrado, 1972-2002

# publications[].label
Hyperspectral remote sensing of aboveground biomass on a river meander bend using multivariate adaptive regression splines and stochastic gradient boosting

# publications[].label
Hyperspectral Aquatic Radiative Transfer Modeling Using a High-Performance Cluster Computing-Based Approach

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Introduction of spatial smoothness constraints via linear diffusion for optimization-based hyperspectral coastal ocean remote-sensing inversion

# publications[].label
Self-Organizing Map-based Applications in Remote Sensing

# publications[].label
Unsupervised Fuzzy ARTMAP Classification of Hyperspectral Hyperion Data for Savanna and Agriculture Discrimination in the Brazilian Cerrado

# publications[].label
Land change in the Brazilian Savanna (Cerrado), 1986-2002: Comparative analysis and implications for land-use policy

# publications[].label
Fuzzy learning vector quantization for hyperspectral coastal vegetation classification

# publications[].label
Influence of shadow removal on image classification in riverine environments.

# publications[].label
Effect of continuum removal on hyperspectral coastal vegetation classification using a fuzzy learning vector quantizer

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Hyperspectral aquatic radiative transfer modeling using cluster computing

# publications[].label
Hyperion and CBERS satellite image classification intercomparison for Cerrado and agricultural mapping

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
River-flow boundary delineation from digital aerial photography and ancillary images using Support Vector Machines

# publications[].label
Influence of river channel morphology and bank characteristics on water surface boundary delineation using high-resolution passive remote sensing and template matching

# publications[].label
Hyperspectral Image Classification Using Similarity Measurements-Based Deep Recurrent Neural Networks

# publications[].label
Conditioning of reflectance signals by linear diffusion for improving narrow-band ratio-based remote-sensing bottom depth retrieval in shallow coastal waters

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
Environmental policies for modern agriculture?

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].publisher
American Society for Photogrammetry & Remote Sensing

# publications[].label
Remote Sensing-Based Damage Assessment for Homeland Security

# publications[].label
Comparison of optimization-based approaches to imaging spectroscopic inversion in coastal waters

# publications[].publisher
SPIE, the international society for optics and photonics

# publications[].label
Effects of virtualization on a scientific application running a hyperspectral radiative transfer code on virtual machines

# publications[].publisher
Association for Computing Machinery (ACM)

# publications[].label
Spatial Scale Management Experiments Using Optical Aerial Imagery and LIDAR Data Synergy

# publications[].label
Estimation of floodplain aboveground biomass using multispectral remote sensing and nonparametric modeling

# publications[].label
Assessment of Available Rangeland Woody Plant Biomass with a Terrestrial Lidar System

# publications[].publisher
American Society for Photogrammetry and Remote Sensing

# publications[].label
Vicarious calibration of the Ocean PHILLS hyperspectral sensor using a coastal tree-shadow method

# publications[].label
Land Change in the Mission-Aransas Coastal Region, Texas: Implications for Coastal Vulnerability and Protected Areas

# publications[].label
Geographically Adaptive Inversion Model for Improving Bathymetric Retrieval From Satellite Multispectral Imagery

# publications[].publisher
Institute of Electrical and Electronics Engineers (IEEE)

# publications[].label
Hyperspectral agricultural mapping using support vector machine-based endmember extraction (SVM-BEE).

# researcherOn[].label
RAPID - Tree Blowdown Impacts of Hurricane Harvey on Hydrologic Surface Connectivity in a Coastal River and Its Floodplain

# researcherOn[].awardedBy.label
National Science Foundation - (Arlington, Virginia, United States)

# streetAddress
Texas A&M University; Geography; 3147 TAMU

# etdChairOf[].label
Yi, Hoonchong (2017-05). Spatial and Temporal Changes in Biodiversity and Ecosystem Services Provision in the San Antonio River Basin, Texas, from 1984 to 2010. Doctoral Dissertation.