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Tien Dat Pham, Naoto Yokoya, Thi Thu Trang Nguyen, Nga Nhu Le, Nam Thang Ha, Junshi Xia, Wataru Takeuchi & Tien Duc Pham. (2021) Improvement of Mangrove Soil Carbon Stocks Estimation in North Vietnam Using Sentinel-2 Data and Machine Learning Approach. GIScience & Remote Sensing 58:1, pages 68-87.
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Omosalewa Odebiri, Onisimo Mutanga, John Odindi, Kabir Peerbhay & Steven Dovey. (2020) Predicting soil organic carbon stocks under commercial forest plantations in KwaZulu-Natal province, South Africa using remotely sensed data. GIScience & Remote Sensing 57:4, pages 450-463.
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Yong Sung Kwon, Eunna Jang, Jungho Im, Seung Ho Baek, Yongeun Park & Kyung Hwa Cho. (2018) Developing data-driven models for quantifying Cochlodinium polykrikoides using the Geostationary Ocean Color Imager (GOCI). International Journal of Remote Sensing 39:1, pages 68-83.
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Sadia Aziz & Muhammad Abdullah Khan Niazi. (2023) Understanding environmentally responsible behavior of tourists at coastal tourist destinations. Social Responsibility Journal 19:10, pages 1952-1977.
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Ying Liang, Wen Song, Shisong Cao & Mingyi Du. (2023) Local Climate Zone Classification Using Daytime Zhuhai-1 Hyperspectral Imagery and Nighttime Light Data. Remote Sensing 15:13, pages 3351.
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Da Zhang, Chunlin Huang, Juan Gu, Jinliang Hou, Ying Zhang, Weixiao Han, Peng Dou & Yaya Feng. (2023) Real-Time Wildfire Detection Algorithm Based on VIIRS Fire Product and Himawari-8 Data. Remote Sensing 15:6, pages 1541.
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Ying-xia LIU, Gerard B.M. HEUVELINK, Zhanguo BAI, Ping HE, Rong JIANG, Shao-hui HUANG & Xin-peng XU. (2022) Statistical analysis of nitrogen use efficiency in Northeast China using multiple linear regression and Random Forest. Journal of Integrative Agriculture 21:12, pages 3637-3657.
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Miao Liu, Yaohui Zhu, Hao Yang, Ruiliang Pu, Chunxia Qiu, Fa Zhao, Shaoyu Han, Weimeng Xu, Yang Meng, Huiling Long & Guijun Yang. (2022) Prediction of apple first flowering date using daily land surface temperature spatio-temporal reconstruction and machine learning. Computers and Electronics in Agriculture 202, pages 107366.
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Ziyun Yan, Lei Ma, Weiqiang He, Liang Zhou, Heng Lu, Gang Liu & Guoan Huang. (2022) Comparing Object-Based and Pixel-Based Methods for Local Climate Zones Mapping with Multi-Source Data. Remote Sensing 14:15, pages 3744.
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Witwisit Kesornsit & Yaowarat Sirisathitkul. (2022) Hybrid Machine Learning Model for Electricity Consumption Prediction Using Random Forest and Artificial Neural Networks. Applied Computational Intelligence and Soft Computing 2022, pages 1-11.
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Yanchuang Zhao, Emilio Guirado, Juan J. Gaitan & Fernando T. Maestre. (2022) Aridity Thresholds Determine the Relationships Between Ecosystem Functioning and Remotely Sensed Indicators Across Patagonia. IEEE Transactions on Geoscience and Remote Sensing 60, pages 1-9.
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Yi Liu, Samuel Ortega-Farías, Fei Tian, Sufen Wang & Sien Li. (2021) Estimation of Surface and Near-Surface Air Temperatures in Arid Northwest China Using Landsat Satellite Images. Frontiers in Environmental Science 9.
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Mengxiao Liu, Shan Hu, Yong Ge, Gerard B.M. Heuvelink, Zhoupeng Ren & Xiaoran Huang. (2021) Using multiple linear regression and random forests to identify spatial poverty determinants in rural China. Spatial Statistics 42, pages 100461.
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Gary E. BradfieldW.F. Preston CummingReg F. NewmanMaja Krzic. (2021) Grazing exclosures reveal divergent patterns of change in bunchgrass grasslands of Western Canada. Botany 99:1, pages 9-22.
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E.G. Menzies Pluer, D.T. Robinson, B.U. Meinen & M.L. Macrae. (2020) Pairing soil sampling with very-high resolution UAV imagery: An examination of drivers of soil and nutrient movement and agricultural productivity in southern Ontario. Geoderma 379, pages 114630.
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Muhammad Umair, Daeun Kim, Ram L. Ray & Minha Choi. (2020) Evaluation of atmospheric and terrestrial effects in the carbon cycle for forest and grassland ecosystems using a remote sensing and modeling approach. Agricultural and Forest Meteorology 295, pages 108187.
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Ke Zhou, Hailei Liu, Xiaobo Deng, Hao Wang & Shenglan Zhang. (2020) Comparison of Machine-Learning Algorithms for Near-Surface Air-Temperature Estimation from FY-4A AGRI Data. Advances in Meteorology 2020, pages 1-14.
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Tao Zhou, Yajun Geng, Jie Chen, Mengmeng Liu, Dagmar Haase & Angela Lausch. (2020) Mapping soil organic carbon content using multi-source remote sensing variables in the Heihe River Basin in China. Ecological Indicators 114, pages 106288.
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Miae Kim, Hyun-Cheol Kim, Jungho Im, Sanggyun Lee & Hyangsun Han. (2020) Object-based landfast sea ice detection over West Antarctica using time series ALOS PALSAR data. Remote Sensing of Environment 242, pages 111782.
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Dongjin Cho, Cheolhee Yoo, Jungho Im & Dong‐Hyun Cha. (2020) Comparative Assessment of Various Machine Learning‐Based Bias Correction Methods for Numerical Weather Prediction Model Forecasts of Extreme Air Temperatures in Urban Areas. Earth and Space Science 7:4.
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J. Sunil Rao, Hang Zhang & Alejandro Mantero. (2020) Contextualizing COVID-19 spread: a county level analysis, urban versus rural, and implications for preparing for the next wave. F1000Research 9, pages 418.
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Cheolhee Yoo, Daehyeon Han, Jungho Im & Benjamin Bechtel. (2019) Comparison between convolutional neural networks and random forest for local climate zone classification in mega urban areas using Landsat images. ISPRS Journal of Photogrammetry and Remote Sensing 157, pages 155-170.
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Siqi Li, Lindi J. Quackenbush & Jungho Im. (2019) Airborne Lidar Sampling Strategies to Enhance Forest Aboveground Biomass Estimation from Landsat Imagery. Remote Sensing 11:16, pages 1906.
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Yeonjin Lee, Daehyeon Han, Myoung-Hwan Ahn, Jungho Im & Su Jeong Lee. (2019) Retrieval of Total Precipitable Water from Himawari-8 AHI Data: A Comparison of Random Forest, Extreme Gradient Boosting, and Deep Neural Network. Remote Sensing 11:15, pages 1741.
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Daehyeon Han, Juhyun Lee, Jungho Im, Seongmun Sim, Sanggyun Lee & Hyangsun Han. (2019) A Novel Framework of Detecting Convective Initiation Combining Automated Sampling, Machine Learning, and Repeated Model Tuning from Geostationary Satellite Data. Remote Sensing 11:12, pages 1454.
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Minsang Kim, Myung-Sook Park, Jungho Im, Seonyoung Park & Myong-In Lee. (2019) Machine Learning Approaches for Detecting Tropical Cyclone Formation Using Satellite Data. Remote Sensing 11:10, pages 1195.
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Eunna Jang, Yoojin Kang, Jungho Im, Dong-Won Lee, Jongmin Yoon & Sang-Kyun Kim. (2019) Detection and Monitoring of Forest Fires Using Himawari-8 Geostationary Satellite Data in South Korea. Remote Sensing 11:3, pages 271.
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Seohui Park, Minso Shin, Jungho Im, Chang-Keun Song, Myungje Choi, Jhoon Kim, Seungun Lee, Rokjin Park, Jiyoung Kim, Dong-Won Lee & Sang-Kyun Kim. (2019) Estimation of ground-level particulate matter concentrations through the synergistic use of satellite observations and process-based models over South Korea. Atmospheric Chemistry and Physics 19:2, pages 1097-1113.
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Junghee Lee, Jungho Im, Kyungmin Kim & Lindi Quackenbush. (2018) Machine Learning Approaches for Estimating Forest Stand Height Using Plot-Based Observations and Airborne LiDAR Data. Forests 9:5, pages 268.
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Seongmun Sim, Jungho Im, Sumin Park, Haemi Park, Myoung Ahn & Pak-wai Chan. (2018) Icing Detection over East Asia from Geostationary Satellite Data Using Machine Learning Approaches. Remote Sensing 10:4, pages 631.
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Seonyoung Park, Jungho Im, Seohui Park, Cheolhee Yoo, Hyangsun Han & Jinyoung Rhee. (2018) Classification and Mapping of Paddy Rice by Combining Landsat and SAR Time Series Data. Remote Sensing 10:3, pages 447.
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Cheolhee Yoo, Jungho Im, Seonyoung Park & Lindi J. Quackenbush. (2018) Estimation of daily maximum and minimum air temperatures in urban landscapes using MODIS time series satellite data. ISPRS Journal of Photogrammetry and Remote Sensing 137, pages 149-162.
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Hemlata Goyal, Nisheeth Joshi & Chilka Sharma. (2018) An Empirical Analysis of Geospatial Classification for Agriculture Monitoring. Procedia Computer Science 132, pages 1102-1112.
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Eunna Jang, Jungho Im, Geun-Ha Park & Young-Gyu Park. (2017) Estimation of Fugacity of Carbon Dioxide in the East Sea Using In Situ Measurements and Geostationary Ocean Color Imager Satellite Data. Remote Sensing 9:8, pages 821.
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Miae Kim, Jungho Im, Haemi Park, Seonyoung Park, Myong-In Lee & Myoung-Hwan Ahn. (2017) Detection of Tropical Overshooting Cloud Tops Using Himawari-8 Imagery. Remote Sensing 9:7, pages 685.
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