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Jinha Jung
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The potential of remote sensing and artificial intelligence as tools to improve the resilience of agriculture production systems
J Jung, M Maeda, A Chang, M Bhandari, A Ashapure, J Landivar-Bowles
Current Opinion in Biotechnology 70, 15-22, 2021
3242021
Crop height monitoring with digital imagery from Unmanned Aerial System (UAS)
A Chang, J Jung, MM Maeda, J Landivar
Computers and Electronics in Agriculture 141, 232-237, 2017
2032017
Modeling acoustic diversity using soundscape recordings and LIDAR-derived metrics of vertical forest structure in a neotropical rainforest
BK Pekin, J Jung, LJ Villanueva-Rivera, BC Pijanowski, JA Ahumada
Landscape ecology 27, 1513-1522, 2012
1322012
Developing a machine learning based cotton yield estimation framework using multi-temporal UAS data
A Ashapure, J Jung, A Chang, S Oh, J Yeom, M Maeda, A Maeda, N Dube, ...
ISPRS Journal of Photogrammetry and Remote Sensing 169, 180-194, 2020
952020
Comparison of vegetation indices derived from UAV data for differentiation of tillage effects in agriculture
J Yeom, J Jung, A Chang, A Ashapure, M Maeda, A Maeda, J Landivar
Remote Sensing 11 (13), 1548, 2019
932019
Ensemble multiple kernel active learning for classification of multisource remote sensing data
Y Zhang, HL Yang, S Prasad, E Pasolli, J Jung, M Crawford
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
932014
Measurement and calibration of plant-height from fixed-wing UAV images
X Han, JA Thomasson, GC Bagnall, NA Pugh, DW Horne, WL Rooney, ...
Sensors 18 (12), 4092, 2018
892018
A comparative study of RGB and multispectral sensor-based cotton canopy cover modelling using multi-temporal UAS data
A Ashapure, J Jung, A Chang, S Oh, M Maeda, J Landivar
Remote Sensing 11 (23), 2757, 2019
842019
Combined vegetation volume and “greenness” affect urban air temperature
AY Davis, J Jung, BC Pijanowski, ES Minor
Applied Geography 71, 106-114, 2016
842016
Automated open cotton boll detection for yield estimation using unmanned aircraft vehicle (UAV) data
J Yeom, J Jung, A Chang, M Maeda, J Landivar
Remote Sensing 10 (12), 1895, 2018
712018
Plant counting of cotton from UAS imagery using deep learning-based object detection framework
S Oh, A Chang, A Ashapure, J Jung, N Dube, M Maeda, D Gonzalez, ...
Remote Sensing 12 (18), 2981, 2020
672020
Prediction of maize grain yield before maturity using improved temporal height estimates of unmanned aerial systems
SL Anderson, SC Murray, L Malambo, C Ratcliff, S Popescu, D Cope, ...
The Plant Phenome Journal 2 (1), 1-15, 2019
662019
Temporal estimates of crop growth in sorghum and maize breeding enabled by unmanned aerial systems
NA Pugh, DW Horne, SC Murray, G Carvalho Jr, L Malambo, J Jung, ...
The Plant Phenome Journal 1 (1), 1-10, 2018
642018
Soundscapes reveal disturbance impacts: biophonic response to wildfire in the Sonoran Desert Sky Islands
A Gasc, BL Gottesman, D Francomano, J Jung, M Durham, J Mateljak, ...
Landscape Ecology 33, 1399-1415, 2018
602018
Validation of agronomic UAV and field measurements for tomato varieties
J Enciso, CA Avila, J Jung, S Elsayed-Farag, A Chang, J Yeom, ...
Computers and Electronics in Agriculture 158, 278-283, 2019
552019
A framework for land cover classification using discrete return LiDAR data: Adopting pseudo-waveform and hierarchical segmentation
J Jung, E Pasolli, S Prasad, JC Tilton, MM Crawford
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
542014
Unmanned aerial system assisted framework for the selection of high yielding cotton genotypes
J Jung, M Maeda, A Chang, J Landivar, J Yeom, J McGinty
Computers and Electronics in Agriculture 152, 74-81, 2018
522018
A novel framework to detect conventional tillage and no-tillage cropping system effect on cotton growth and development using multi-temporal UAS data
A Ashapure, J Jung, J Yeom, A Chang, M Maeda, A Maeda, J Landivar
ISPRS journal of photogrammetry and remote sensing 152, 49-64, 2019
512019
Assessing winter wheat foliage disease severity using aerial imagery acquired from small Unmanned Aerial Vehicle (UAV)
M Bhandari, AMH Ibrahim, Q Xue, J Jung, A Chang, JC Rudd, M Maeda, ...
Computers and Electronics in Agriculture 176, 105665, 2020
462020
Unoccupied aerial system enabled functional modeling of maize height reveals dynamic expression of loci
SL Anderson, SC Murray, Y Chen, L Malambo, A Chang, S Popescu, ...
Plant Direct 4 (5), e00223, 2020
332020
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