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임정호
Im, Jungho

임정호

지구환경도시건설공학과

  • Intelligent Remote sensing and geospatial Information Science Lab.
  • Website
Research Interests
Remote sensing;Geospatial modeling;Disaster monitoring and management;artificial intelligence;환경원격탐사;인공지능;공간모델링;재난모니터링;재난예측
Lab Description
The IRIS lab utilizes remote sensing, GIS modeling, and artificial intelligence techniques to broaden and deepen our understanding of the Earth science under climate variability/change, and leverages this knowledge to better manage and control critical functions related to terrestrial, coastal, and polar ecosystems, natural and man-made disasters, water resources, and carbon sequestration.
Researcher ID Research Gate ORCiD Scopus Google Scholar
Previous
All-sky hourly estimation over East Asia using Himawari-8 AHI and multi-source data: investigating the main climatic drivers of afternoon depression and intraday variability in gross primary productivity File File

Bae, Sejeong , Son, Bokyung , Sung, Taejun , Kim, Yejin , Kim, Youngseok , Im, Jungho

Article Issue Date2026-12 View33
Reconstructing long-term (2003-2019) global high-resolution XCO2: bridging observational gaps with machine learning File File

Hwang, Soomin , Choi, Hyunyoung , Kang, Yoojin , Im, Jungho

Article Issue Date2026-12 View21
Quantifying Multi-pollutant Co-exposure via Deep Learning-Based Simultaneous Prediction Using Geostationary Satellite Data File File

Kang, Eunjin , Jung, Sihun , Im, Jungho , Choi, Hyunyoung , Hwang, Soomin , Yoo, Cheolhee , Marshall, Julian D. , Kim, Deoksu , Kim, Jhoon , Kim, Sang-Min

Article Issue Date2026-03 View3
Exploring the impacts of dual-polarized vegetation indices and U-shaped deep learning architectures on SAR-based burned area mapping File File

Rana, S. M. Sohel , Lee, Jaese , Kang, Yoojin , Im, Jungho

Article Issue Date2026-02 View11
Comprehensive global fire radiative power evaluation by minimizing detection bias with intercomparison and extended triple collocation analysis File

Kang, Yoojin , Lee, Jaese , Im, Jungho

Article Issue Date2026-01 View29
Long-Term (2013–2024) Reconstructed All-Sky Land Surface Temperature from MODIS Integrating Machine Learning and Cloud Conditions for South Korea File File

Kim, Youngseok , Park, Sujung , Kim, Huijung , Bae, Dukwon , Lee, Yeonsu , Lee, Siwoo , Chung, Inchae , Jegal, Sun , Doh, Hyunjin , Cho, Dongjin , et al

Article Issue Date2025-12 View27
Nighttime satellite land surface temperature for urban applications: achievements, challenges, and future prospects File

Kim, Youngseok , Yoo, Cheolhee , Im, Jungho

Article Issue Date2025-12 View12598
Robust daily satellite sea surface salinity reconstruction using deep learning in low-salinity coastal regions File

Jung, Sihun , Kim, So-Hyun , Jang, Eunna , Lee, Jaese , Han, Daehyeon , Im, Jungho

Article Issue Date2025-12 View97
Retrieving Woody Components from Time-Series Gap-Fraction and Multispectral Satellite Observations over Deciduous Forests File File

Kim, Woohyeok , Lee, Jaese , Kang, Yoojin , Im, Jungho , Son, Bokyung , Lee, Jiwon

Article Issue Date2025-12 View25
Nationwide Local Climate Zone Mapping and Comparative Assessment of Urban Heat Island Effects in South Korea File File

Park, Sujeong , Kim, Hui-Jung , Kim, Youngseok , Lee, Yeonsu , Cho, Dongjin , Yoo, Cheolhee , Bae, Dukwon , Lee, Siwoo , Im, Jungho

Article Issue Date2025-12 View31
Stabilizing and Optimizing of Automatic Leaf Area Index Estimation in Temporal Forest File File

Lee, Junghee , Cho, Nanghyun , Kim, Woohyeok , Im, Jungho , Kim, Kyungmin

Article Issue Date2025-11 View36
A novel sea ice floe fragmentation index using Sentinel-2 and AMSR2 satellite data based on machine learning File File

Kim, Woohyeok , Sim, Seongmun , Lee, Sanggyun , Stroeve, Julienne , Han, Daehyeon , Im, Jungho

Article Issue Date2025-11 View35
Enhanced continuous aerosol optical depth (AOD) estimation using geostationary satellite data: focusing on nighttime AOD over East Asia File

Song, Sanghyeon , Kang, Yoojin , Im, Jungho , Park, Sang Seo

Article Issue Date2025-10 View110
Impact of Urban Tree Canopy on Land Surface Temperature and Green Space Inequities in Suwon, South Korea File File

Lee, Yeonsu , Jegal, Sun , Lee, Siwoo , Son, Bokyung , Im, Jungho

Article Issue Date2025-10 View1
Aerosol optical depth retrieval from Geostationary Environment Monitoring Spectrometer (GEMS): Advancing the first hyperspectral geostationary air quality mission using deep learning File

Choi, Hyunyoung , Park, Seohui , Im, Jungho , Kang, Eunjin , Kim, Jhoon , Kim, Sang-Min

Article Issue Date2025-09 View26
Bridging temporal gaps: AI-based temporal downscaling of biweekly NH3 to daily scale with spatial transferability File

Malik, Saman , Kang, Eunjin , Kang, Yoojin , Im, Jungho

Article Issue Date2025-09 View159
Multi-task feature transfer deep learning-based tropical cyclone center estimation (MFT-TC) using geostationary satellite observations File File

Lee, Juhyun , Moon, Il-Ju , Im, Jungho , Kim, Dong-Hoon , Jung, Hyeyoon

Article Issue Date2025-09 View80
Real-Time Wildfire Monitoring via Geostationary Satellite and Artificial intelligence: insights from the March 2025 South Korea Wildfires File File

Sung, Taejun , Lee, Garyung , Kim, Doeun , Kim, Woohyeok , Yang, Seyoung , Im, Jungho

Article Issue Date2025-08 View65
PARAN: A novel physics-assisted reconstruction adversarial network using geostationary satellite data to reconstruct hourly sea surface temperatures File

Jung, Sihun , Im, Jungho , Han, Daehyeon

Article Issue Date2025-06 View18
Advancing hourly gross primary productivity mapping over East Asia using Himawari-8 AHI and artificial intelligence: Unveiling the impact of aerosol-induced radiation dynamics File

Bae, Sejeong , Son, Bokyung , Sung, Taejun , Kang, Yoojin , Im, Jungho

Article Issue Date2025-06 View204
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