publications

Papers, preprints, and doctoral research in remote sensing and machine learning.

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  1. 2026

    Deep Imbalanced Multi-Target Regression: 3D Point Cloud Voxel Content Estimation in Simulated Forests

    IEEE Transactions on Geoscience and Remote Sensing

    PaperProject
  2. 2026

    Development of an Uncertainty Workflow to Support Landsat TIRS Split Window-Derived Surface Temperature Products

    Remote Sensing of Environment

    PaperProject
  3. 2025

    Through the Perspective of LiDAR: A Feature-Enriched and Uncertainty-Aware Annotation Pipeline for Terrestrial Point Cloud Segmentation

    Preprint

    Paper
  4. 2025

    Enhancing snap bean yield prediction through synergistic integration of UAS-Based LiDAR and multispectral imagery

    Computers and Electronics in Agriculture · 230, 109923

  5. 2023

    Forecasting Table Beet Root Yield Using Spectral and Textural Features from Hyperspectral UAS Imagery

    Remote Sensing · 15(3), 794

  6. 2022

    Evaluation of Leaf Area Index (LAI) of Broadacre Crops Using UAS-Based LiDAR Point Clouds and Multispectral Imagery

    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 15, 4027–4044

  7. 2022

    On the Use of Imaging Spectroscopy from Unmanned Aerial Systems (UAS) to Model Yield and Assess Growth Stages of a Broadacre Crop

    Ph.D. dissertation · Rochester Institute of Technology

  8. 2021

    Toward Crop Maturity Assessment via UAS-Based Imaging Spectroscopy—A Snap Bean Pod Size Classification Field Study

    IEEE Transactions on Geoscience and Remote Sensing · 60, 1–17

    PaperProject
  9. 2021

    Comparison of UAS-Based Structure-from-Motion and LiDAR for Structural Characterization of Short Broadacre Crops

    Remote Sensing · 13(19), 3975

    Paper
  10. 2021

    Broadacre Crop Yield Estimation Using Imaging Spectroscopy from Unmanned Aerial Systems (UAS): A Field-Based Case Study with Snap Bean

    Remote Sensing · 13(16), 3241

    PaperProject
  11. 2020

    Growth Stage Classification and Harvest Scheduling of Snap Bean Using Hyperspectral Sensing: A Greenhouse Study

    Remote Sensing · 12(22), 3809

    PaperProject
  12. 2020

    Yield modeling of snap bean based on hyperspectral sensing: a greenhouse study

    Journal of Applied Remote Sensing · 14(2), 024519

    PaperProject