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Jinha Jung

Purdue University

610 Purdue Mall

West Lafayette, IN INDIANA 47907

United States

  • Purdue University

SCHOLARLY PAPERS

5

DOWNLOADS

581

TOTAL CITATIONS

1

Scholarly Papers (5)

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1.

Tree Species Classification from Uav Canopy Images with Deep Learning Models

Number of pages: 25 Posted: 30 Apr 2024
Yunmei Huang, Botong Ou, Kexin Meng, Baijian Yang, Joshua Carpenter, Jinha Jung and Songlin Fei
Purdue University, Purdue University, Purdue University, Purdue University, Purdue University, Purdue University and Purdue University
Downloads 411 (179,037)
Citation 1

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Species classification, UAV, Deep learning, Temperate forest

2.

Transforming Leaf-Off Lidar to Leaf-On Canopy Height Models Using Deep Learning

Number of pages: 32 Posted: 16 May 2025
Yeonjae Kim, Hunsoo Song, Songlin Fei and Jinha Jung
Purdue University, Purdue University, Purdue University and Purdue University
Downloads 73 (891,180)

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Canopy Height Model, Airborne LiDAR, Leaf-off to Leaf-on Transformation, Deep Learning, Forest Structure Mapping

3.

Reshaping Urban Landscape Factorization Through 3d Landscape Clustering for Urban Temperature Studies

Number of pages: 40 Posted: 12 Jun 2024
Hunsoo Song, Anamika Shreevastava, Gaia Cervini and Jinha Jung
Purdue University, California Institute of Technology (Caltech), Purdue University and Purdue University
Downloads 44 (1,157,785)

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Landscape, 3D land cover, clustering, Urban heat

4.

A Double-Sigmoid Approach for High-Throughput Phenotyping of Winter Wheat Growth Dynamics

Number of pages: 38 Posted: 18 Oct 2025
Shannon Baker, Lei Zhao, Jose Landivar, Jackie Rudd, Amir Ibrahim, Juan Landivar, Jinha Jung, Shuyu Liu, Kevin Nowka and Mahendra Bhandari
Texas A&M University, Texas A&M University, Texas A&M University System - Texas A&M AgriLife Research, affiliation not provided to SSRN, Texas A&M University, Texas A&M University System - Texas A&M AgriLife Research, Purdue University, Texas A&M University, affiliation not provided to SSRN and Texas A&M University System - Texas A&M AgriLife Research
Downloads 38 (1,222,651)

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High-throughput phenotyping, UAS, Winter Wheat, Double-sigmoid model, Canopy Cover, Growth Dynamics, Plant Breeding

5.

Strategically Timed UAS Data Acquisition for Wheat Yield Prediction Using Explainable AI: A Multi-Year Phenology-Aligned Study

Number of pages: 45 Posted: 05 Jun 2026
Shannon Baker, Md Nafiul Islam, Mahendra Bhandari, Anjin Chang, Amir Ibrahim, Jinha Jung, Juan Landivar, Shuyu Liu, Varenya Sri Mudumba, Ritik Pokharel, Jackie Rudd, Jose Landivar and Thanos Gentimis
Texas A&M University, Texas A&M University, Texas A&M University System - Texas A&M AgriLife Research, Michigan State University, Texas A&M University, Purdue University, Texas A&M University System - Texas A&M AgriLife Research, Texas A&M University, Texas A&M University, affiliation not provided to SSRN, Texas A&M University, Texas A&M University System - Texas A&M AgriLife Research and Texas A&M University
Downloads 15

Abstract:

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Explainable artificial intelligence, vegetation indices, wheat, Yield prediction, Unoccupied Aerial Systems, Temporal Feature Importance, Days Relative to Heading