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A deep learning model using geostationary satellite data for forest fire detection with reduced detection latency File File

Kang, Yoojin , Jang, Eunna , Im, Jungho , Kwon, Chungeun

Article Issue Date2022-11 View37

A hybrid machine learning approach to investigate the changing urban thermal environment by dynamic land cover transformation: A case study of Suwon, republic of Korea File File

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

Article Issue Date2023-08 View653

A novel ensemble learning for post-processing of NWP Model's next-day maximum air temperature forecast in summer using deep learning and statistical approaches File

Cho, Dongjin , Yoo, Cheolhee , Son, Bokyung , Im, Jungho , Yoon, Donghyuck , Cha, Dong-Hyun

Article Issue Date2022-03 View5

A Volumetric Approach to Population Estimation Using Lidar Remote Sensing

Lu, Zhenyu , Im, Jungho , Quackenbush, Lindi

Article Issue Date2011-11 View17

Airborne Lidar Sampling Strategies to Enhance Forest Aboveground Biomass Estimation from Landsat Imagery File File

Li, Siqi , Quackenbush, Lindi J. , Im, Jungho

Article Issue Date2019-08 View7

An automated binary change detection model using a calibration approach File

Im, Jungho , Rhee, Jinyoung , Jensen, John R. , Hodgson, Michael E.

Article Issue Date2007-01 View19

An improved tree crown delineation method based on live crown ratios from airborne LiDAR data File

Fang, Fang , Im, Jungho , Lee, Junghee , Kim, Kyoungmin

Article Issue Date2016-05 View12

Arctic lead detection using a waveform mixture algorithm from CryoSat-2 data File File

Lee, Sanggyun , Kim, Hyun-cheol , Im, Jungho

Article Issue Date2018-05 View16

Combination four different ensemble algorithms with the generalized linear model (GLM) for predicting forest fire susceptibility File

Janizadeh, Saeid , Bateni, Sayed M. , Jun, Changhyun , Im, Jungho , Pai, Hao-Thing , Band, Shahab S. , Mosavi, Amir

Article Issue Date2023-12 View19

Delineation of climate regions using in-situ and remotely-sensed data for the Carolinas File

Rhee, Jinyoung , Im, Jungho , Carbone, Gregory J. , Jensen, John R.

Article Issue Date2008-06 View15

Delineation of high resolution climate regions over the Korean Peninsula using machine learning approaches File File

Park, Sumin , Park, Haemi , Im, Jungho , Yoo, Cheolhee , Rhee, Jinyoung , Lee, Byungdoo , Kwon, ChunGeun

Article Issue Date2019-10 View16

Detection of Convective Initiation Using Meteorological Imager Onboard Communication, Ocean, and Meteorological Based on Machine Learning Approaches File File

Han, Hyangsun , Lee, Sanggyun , Im, Jungho , Kim, Miae , Lee, Myong-In , Ahn, Myoung Hwan , Chung, Sung-Rae

Article Issue Date2015-07 View11

Detection of deterministic and probabilistic convection initiation using Himawari-8 Advanced Himawari Imager data File File

Lee, Sanggyun , Han, Hyangsun , Im, Jungho , Jang, Eunna , Lee, Myong-In

Article Issue Date2017-05 View4

Detection of tropical cyclone genesis via quantitative satellite ocean surface wind pattern and intensity analyses using decision trees File

Park, Myung-Sook , Kim, Minsang , Lee, Myong-In , Im, Jungho , Park, Seonyoung

Article Issue Date2016-09 View8

Downscaling of MODIS One kilometer evapotranspiration using Landsat-8 data and machine learning approaches File File

Ke, Yinghai , Im, Jungho , Park, Seonyoung , Gong, Huili

Article Issue Date2016-03 View9

Drought assessment and monitoring through blending of multi-sensor indices using machine learning approaches for different climate regions File

Park, Seonyoung , Im, Jungho , Jang, Eunna , Rhee, Jinyoung

Article Issue Date2016-01 View23

Estimation of All-Weather 1 km MODIS Land Surface Temperature for Humid Summer Days File File

Yoo, Cheolhee , Im, Jungho , Cho, Dongjin , Yokoya, Naoto , Xia, Junshi , Bechtel, Benjamin

Article Issue Date2020-05 View12

Estimation of daily maximum and minimum air temperatures in urban landscapes using MODIS time series satellite data File

Yoo, Cheolhee , Im, Jungho , Park, Seonyoung , Quackenbush, Lindi J.

Article Issue Date2018-03 View18

Estimation of Fugacity of Carbon Dioxide in the East Sea Using In Situ Measurements and Geostationary Ocean Color Imager Satellite Data File File

Jang, Eunna , Im, Jungho , Park, Geun-Ha , Park, Young-Gyu

Article Issue Date2017-08 View15

Evaluation of random forest and regression tree methods for estimation of mass first flush ratio in urban catchments File

Jeung, Minhyuk , Baek, Sangsoo , Beom, Jina , Cho, Kyung Hwa , Her, Younggu , Yoon, Kwangsik

Article Issue Date2019-08 View11

Icing detection over East Asia from geostationary satellite data using machine learning approaches File File

Sim, Seongmun , Im, Jungho , Park, Sumin , Park, Haemi , Ahn, Myoung Hwan , Chan, Pak-wai

Article Issue Date2018-04 View11

Intercomparison of Downscaling Techniques for Satellite Soil Moisture Products File File

Kim, Daeun , Moon, Heewon , Kim, Hyunglok , Im, Jungho , Choi, Minha

Article Issue Date2018-08 View13

Landfast sea ice monitoring using multisensor fusion in the Antarctic File

Kim, Miae , Im, Jungho , Han, Hyangsun , Kim, Jinwoo , Lee, Sanggyun , Shin, Minso , Kim, Hyun-Cheol

Article Issue Date2015-03 View10

Long-term variation of aerosol optical properties associated with aerosol types over East Asia using AERONET and satellite (VIIRS, OMI) data (2012-2019) File File

Eom, Sujin , Kim, Jhoon , Lee, Seoyoung , Holben, Brent N. , Eck, Thomas F. , Park, Sung -Bin , Park, Sang Seo

Article Issue Date2022-12 View21

Machine Learning Approaches for Estimating Forest Stand Height Using Plot-Based Observations and Airborne LiDAR Data File File

Lee, Junghee , Im, Jungho , Kim, Kyungmin , Quackenbush, Lindi J.

Article Issue Date2018-05 View8

Merging multiple sensing platforms and deep learning empowers individual tree mapping and species detection at the city scale File

Kwon, Ryoungseob , Ryu, Youngryel , Yang, Tackang , Zhong, Zilong , Im, Jungho

Article Issue Date2023-12 View15

Meteorological drought forecasting for ungauged areas based on machine learning: Using long-range climate forecast and remote sensing data File

Rhee, Jinyoung , Im, Jungho

Article Issue Date2017-05 View11

Object-based change detection using correlation image analysis and image segmentation File

Im, Jungho , Jensen, J. R. , Tullis, J. A.

Article Issue Date2008-01 View14

Object-based landfast sea ice detection over West Antarctica using time series ALOS PALSAR data File

Kim, Miae , Kim, Hyun-Cheol , Im, Jungho , Lee, Sanggyun , Han, Hyangsun

Article Issue Date2020-06 View11

Optimizing the binary discriminant function in change detection applications File

Im, Jungho , Jensen, John R. , Hodgson, Michael E.

Article Issue Date2008-06 View12

Pavement Monitoring Using Unmanned Aerial Vehicles: An Overview File

Peddinti, Pranav R. T. , Puppala, Harish , Kim, Byungmin

Article Issue Date2023-09 View14

Pedestrians safety perception and crossing behaviors in narrow urban streets: An experimental study using immersive virtual reality technology File

Kwon, Jae-Hong , Kim, Jeongseob , Kim, Seungnam , Cho, Gi-Hyoug

Article Issue Date2022-09 View14

Prediction of monthly Arctic sea ice concentrations using satellite and reanalysis data based on convolutional neural networks File File

Kim, Young Jun , Kim, Hyun-Cheol , Han, Daehyeon , Lee, Sanggyun , Im, Jungho

Article Issue Date2020-03 View7

Retrieval of total precipitable water from Himawari-8 AHI data: A comparison of random forest, extreme gradient boosting, and deep neural network File File

Lee, Yeonjin , Han, Daehyeon , Ahn, Myoung-Hwan , Im, Jungho , Lee, Su Jeong

Article Issue Date2019-08 View5

Single-path ground motion amplifications during the 2020 Haenam, South Korea, swarm File

Kwak, Dongyoup , Ahn, Jae-Kwang , Seo, Hwanwoo , Kang, Sinhang , Kim, Byungmin

Article Issue Date2022-08 View12

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 View15

Vegetation Cover Analysis of Hazardous Waste Sites in Utah and Arizona Using Hyperspectral Remote Sensing File

Im, Jungho , Jensen, John R. , Jensen, Ryan R. , Gladden, John , Waugh, Jody , Serrato, Mike

Article Issue Date2012-02 View7

Vision-based surveillance system for monitoring traffic conditions File

Park, Man-Woo , Kim, Jung In , Lee, Young-Joo , Park, Jinwoo , Suh, Wonho

Article Issue Date2017-12 View13

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