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임정호
Im, Jungho

임정호

Department of Civil, Urban, Earth, and Environmental Engineering(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
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 View43
Improved hourly all-sky land surface temperature estimation: Incorporating the temporal variability of cloud-radiation interactions File

Bae, Dukwon , Cho, Dongjin , Im, Jungho , Yoo, Cheolhee , Lee, Yeonsu , Lee, Siwoo

Article Issue Date2025-04 View34
Expanding high-resolution sea surface salinity estimation from coastal seas to open oceans through the synergistic use of multi-source data with machine learning File

Sung, Taejun , Kim, So-Hyun , Sim, Seongmun , Han, Daehyeon , Jang, Eunna , Im, Jungho

Article Issue Date2025-03 View29
A framework for upscaling aboveground biomass from an individual tree to landscape level and qualifying the multiscale spatial uncertainties for secondary forests File

Ma, Ye , Im, Jungho , Zhen, Zhen , Zhao, Yinghui

Article Issue Date2025-03 View22
Long-term prediction of Arctic sea ice concentrations using deep learning: Effects of surface temperature, radiation, and wind conditions File

Kim, Young Jun , Kim, Hyun-cheol , Han, Daehyeon , Stroeve, Julienne , Im, Jungho

Article Issue Date2025-03 View57
Bridging satellite missions: deep transfer learning for enhanced tropical cyclone intensity estimation File File

Choo, Minki , Kim, Yejin , Lee, Juhyun , Im, Jungho , Moon, Il-Ju

Article Issue Date2024-12 View98
Quantitative assessment of the scale conversion from instantaneous to daily GPP under various sky conditions based on MODIS local overpassing time File File

Lee, Junghee , Im, Jungho

Article Issue Date2024-12 View139
SAMBA: Synthetic Data-Augmented Mamba-Based Change Detection Algorithm Using KOMPSAT-3A Imagery File

Tobias, Rogelio Ruzcko , Bae, Sejeong , Cho, Hwanhee , Im, Jungho

Article Issue Date2024-12 View48
Impact of COVID-19 on the Urban Heat Island in Daegu Using Downscaled Land Surface Temperature File

Kim, Youngseok , Lee, Siwoo , Cho, Dongjin , Im, Jungho

Article Issue Date2024-12 View40
An explainable AI framework for spatiotemporal risk factor analysis in public health: a case study of cardiovascular mortality in South Korea File

Kang, Eunjin , Cho, Dongjin , Lee, Siwoo , Im, Jungho , Lee, Dongwook , Yoo, Cheolhee

Article Issue Date2024-12 View44
Improved SMAP Soil Moisture Retrieval Using a Deep Neural Network-Based Replacement of Radiative Transfer and Roughness Model File

Lee, Jaese , Im, Jungho , Son, Bokyung , Cosio, Eric G. , Salinas, Norma

Article Issue Date2024-11 View48
Unveiling teleconnection drivers for heatwave prediction in South Korea using explainable artificial intelligence File

Lee, Yeonsu , Cho, Dongjin , Im, Jungho , Yoo, Cheolhee , Lee, Joonlee , Ham, Yoo-Geun , Lee, Myong-In

Article Issue Date2024-08 View64
Deep learning-based gap filling for near real-time seamless daily global sea surface salinity using satellite observations File

Jang, Eunna , Han, Daehyeon , Im, Jungho , Sung, Taejun , Kim, Young Jun

Article Issue Date2024-08 View51
ASCAT2SMAP: Image-to-Image Translation to Obtain L-Band-Like Soil Moisture From C-Band Satellite Data File

Lee, Jaese , Jung, Sihun , Im, Jungho

Article Issue Date2024-07 View60
Improving Short-Term Prediction of Ocean Fog Using Numerical Weather Forecasts and Geostationary Satellite-Derived Ocean Fog Data Based on AutoML File File

Sim, Seongmun , Im, Jungho , Jung, Sihun , Han, Daehyeon

Article Issue Date2024-07 View87
Enhancing tropical cyclone intensity forecasting with explainable deep learning integrating satellite observations and numerical model outputs File

Lee, Juhyun , Im, Jungho , Shin, Yeji

Article Issue Date2024-06 View77
Enhancing Satellite-Based Wildfire Monitoring: Advanced Contextual Model Using Environmental and Structural Information File

Sung, Taejun , Kang, Yoojin , Im, Jungho

Article Issue Date2024-06 View56
Mitigating underestimation of fire emissions from the Advanced Himawari Imager: A machine learning and multi-satellite ensemble approach File

Kang, Yoojin , Im, Jungho

Article Issue Date2024-04 View70
Two-step carbon storage estimation in urban human settlements using airborne LiDAR and Sentinel-2 data based on machine learning File

Lee, Yeonsu , Son, Bokyung , Im, Jungho , Zhen, Zhen , Quackenbush, Lindi J.

Article Issue Date2024-04 View96
A new statistical downscaling approach for short-term forecasting of summer air temperatures through a fusion of deep learning and spatial interpolation File

Cho, Dongjin , Im, Jungho , Jung, Sihun

Article Issue Date2024-04 View108
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