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Dr. Jinha Jung
Post doctoral position
195 Masteller Street
Department of Forestry and Natural Resources
Purdue University
email: jinha@purdue.edu


 

director

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RESEARCH INTERESTS

 

• Vegetation structure characterization using advanced remote sensors including LiDAR and Hyperspectral data

• Unmanned Aerial Vehicle (UAV) development for LiDAR and Hyperspectral sensors

• Web GIS for remote sensing applications

• High Performance Computing (HPC) for remote sensing applications

 

 

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PUBLICATIONS

 

J. Jung, E. Pasolli, S. Prasad, J. Tilton, M. Crawford, “A framework for land cover classification using discrete return LiDAR data: Adopting pseudo-waveform and hierarchical segmentation,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7(2), pp. 491-502, 2014.

 

J. Jung, B. K. Pekin, B. C. Pijanowski, “Mapping gaps in an old-growth, secondary-growth, and selectively-logged tropical rainforest using discrete return LIDAR,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 6(6), pp. 2453-2461, 2013.

 

J. Jung, B. C. Pijanowski, “Mapping vegetation volume in urban environments by fusing LiDAR and multispectral data,” Korean Journal of Remote Sensing, 28(6), pp. 661-670, 2012.

 

B. K. Pekin, J. Jung, L. J. Villanueva-Rivera, B. C. Pijanowski, J. A. Ahumada, “Modeling acoustic diversity using soundscape recordings and LIDAR-derived metrics of vertical canopy structure in a neotropical rainforest,” Landscape Ecology, 27(10), pp. 1513-1522, 2012.

 

J. Jung, M. Crawford, “Extraction of Features From LIDAR Waveform Data for Characterizing Forest Structure,” Geoscience and Remote Sensing Letters, 9(3), pp. 492-496, 2012.

 

J. Jung, M. Crawford, S. Lee, “A Sequential LiDAR Waveform Decomposition Algorithm,” Korean Journal of Remote Sensing, 26(6), pp. 681-691, 2010.

 

J. Jung, M. Crawford, S. Lee, “Complexity Estimation Based Work Load Balancing for a Parallel LIDAR Waveform Decomposition Algorithm,” Korean Journal of Remote Sensing, 25(6), pp. 547-557, 2009.

 

J. Jung, H.D. Park, “Development of 3D Subsurface Characterization Interface for Groundwater Modeling System Using Borehole GIS Database,” Korean Journal of Geosystem Engineering, 42(5), pp. 465-475, 2005.

 

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MEETINGS

 

A.Y. Davis, J. Jung, B.C. Pijanowski, E.S. Minor, “Characterizing the relationship between vegetation volume, building volume, and urban heat islands,” 2014 US-IALE Annual Landscape Ecology Symposium, Anchorage, Alaska, May 18–22, 2014.

 

M. Ghadiri Khanaposhtani, L.J. Villanueva-Rivera, J. Jung, B.C. Pijanowski, “Acoustic and bird diversity modeled with highway noise and habitat structure extracted from LiDAR,” 2014 US-IALE Annual Landscape Ecology Symposium, Anchorage, Alaska, May 18–22, 2014.

 

J. Jung, M.M. Crawford, B.C. Pijanowski, “Characterizing forest structure using full waveform LiDAR,” Workshop on advancing continuous wave LADAR for surveying, mapping and remote sensing, Purdue University, West Lafayette, IN, Apr 3, 2014.

 

B.D. Branch, K. Wegner, S. Smith, D.G. Schulze, V. Merwade, J. Jung, A. Bessenbacher, “A library approach to establish an educational data curation framework that supports K-12 data science sustainability,” American Geophysical Union Fall Meeting, San Diego, Dec 9-13, 2013.

 

J. Jung, “Use of geospatial data for K12 Education,” Globe Workshop, Purdue University, West Lafayette, IN, Jul 15-18, 2013.

 

J. Jung, B. C. Pijanowski, “Satellite and remote sensing applications for soundscape ecological research,” Desert Soundscapes: An NSF Workshop on Soundscapes and Society, C.O.D. Ranch, Oracle, AZ, Jul 14-17, 2013.

 

J. Jung, B. Pijanowski, M. Crawford, “Development of the LiDAR-HUB,” 2013 Indiana GIS Conference, Muncie, Indiana, May 7–8, 2013.

 

J. Jung, B. Pijanowski, “Using LiDAR to model invasive species across regional landscapes,” 2013 US-IALE Annual Landscape Ecology Symposium, Austin, Texas, Apr 14–18, 2013.

 

J. Jung, B. C. Pijanowski, “Development of a multi-faceted, interactive, web-based Chicago ULTRA-Hub,” The Postdoctoral Research Symposium, Argonne National Laboratory, Illinois, Sep 20-21, 2012.

 

L. J. Villanueva-Rivera, B. Pijanowski, B. K. Pekin, J. Jung, “Soundscape of a neotropical soundscape: Temporal and spatial patterns,” 2012 Ecological Society of America Annual Meeting, Portland, Oregon, Aug 5–10, 2012.

 

B. Pijanowski, L. J. Villanueva-Rivera, J. Jung, M. Crawford, “Soundscape patterns are related to landscape structure in a Costa Rican tropical rain forest,” 2012 US-IALE Annual Landscape Ecology Symposium, Newport, Rhode Island, Apr 8–12, 2012.

 

J. Jung, B. Pijanowski, A. Davis, “3D Mapping of green infrastructure using data fusion,” American Association of Geographers Annual Meeting, New York, New York, Feb 24-28, 2012.

 

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TEACHING

 

Teaching Assistant: Spring 2007, AGRY 545 – Remote Sensing, Purdue University

 

Instructor: Fall 2012 & Fall 2013, CE 597 – Introduction to Geodesy, Purdue University

 

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SUPERVISION

 

2005 – 2011: Ph.D under supervision by Dr. Crawford, Purdue University

 

2011 – 2014: Postdoc under supervision by Dr. Pijanowski, Purdue University

 

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TECHNICAL SKILLS

 

Programming: C, C++, Python, Matlab, Bash

 

High Performance Computing: MPI

 

Advanced LiDAR/Hyperspectral data analysis

 

Web programming: PHP, Javascript, Django, MySQL

 

GIS programming: GDAL, Numpy, Scipy, Mapnik, GeoDjango

 

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