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✓Earth Science Informatics20
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Kim results 20 · Newest (Page 1/1, per page 25)
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Automated CNN-based rock discontinuity mapping with a refined correction method addressing image lighting variability, resolution constraints, and connectivity issuesNARA Subscribed
Earth Science Informatics · 2026 · Vol. 19 · Issue 7 · Springer
Sang Seob Kim; Gyung Won Lee; Tae Hyeon Kim; Melvin B. Diaz; Tae Sup Yun; Kwang Yeom Kim
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Robust automated identification of diatom microfossils under severe data scarcity via deep ensemble learningNARA Subscribed
Earth Science Informatics · 2026 · Vol. 19 · Issue 7 · Springer
Yun Chang Choi; Tae Hyung Kim; Jungjae Park; Jiwoo Han
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Conformal fractional derivative-based groundwater flow equation and its exact solutionNARA Subscribed
Earth Science Informatics · 2026 · Vol. 19 · Issue 6 · Springer
Mintae Kim; Oya Mert Coskun; Seyma Ordu; Resat Mutlu; Se-hyu Choi
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Automated image classification of minerals using convolutional neural networksNARA Subscribed
Earth Science Informatics · 2025 · Vol. 18 · Issue 4 · Springer
Dae Yeong Kim; Chan Jae Jeong; Sang Sub Kim; Gyeong Won Lee; Melvin B. Diaz; Kwang Yeom Kim
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Correlation between alteration textures and varieties of chromite: case study in Chongjin ophiolite, NE Korean PeninsulaNARA Subscribed
Earth Science Informatics · 2025 · Vol. 18 · Issue 4 · Springer
ChangIl Jong; UnHa Kim; YunSong Kim; CholSu Kim; CholJu Ri; CholJin Ri
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Predicting water quality variables using gradient boosting machine: global versus local explainability using SHapley Additive Explanations (SHAP)NARA Subscribed
Earth Science Informatics · 2025 · Vol. 18 · Issue 3 · Springer
Khaled Merabet; Fabio Di Nunno; Francesco Granata; Sungwon Kim; Rana Muhammad Adnan; Salim Heddam; Ozgur Kisi; Mohammad Zounemat-Kermani
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Enhanced wildfire detection and semantic segmentation via fine-tuned deep learning modelsNARA Subscribed
Earth Science Informatics · 2025 · Vol. 18 · Issue 2 · Springer
Nguyen Hong Quang; Hanna Lee; Seunghyo Ahn; Gihong Kim
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The analysis of the long-term trend of extreme precipitation and discharge in BurundiNARA Subscribed
Earth Science Informatics · 2024 · Vol. 17 · Issue 6 · Springer
Ayse Claire Ignaline Gatore; Seon-Ho Kim; Peiman Parisouj; Deg-Hyo Bae
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Real-time flash flood detection employing the YOLOv8 modelNARA Subscribed
Earth Science Informatics · 2024 · Vol. 17 · Issue 5 · Springer
Nguyen Hong Quang; Hanna Lee; Namhoon Kim; Gihong Kim
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Prediction of production rate of surface miner in coal mine: an application of single and ensemble machine learning methodsNARA Subscribed
Earth Science Informatics · 2024 · Vol. 17 · Issue 4 · Springer
Abiodun Ismail Lawal; Olayemi Yinka Ogundipe; Minju Kim; Sangki Kwon
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Quantitative exploration of the innovative trend method for evapotranspiration and its sensitivity to climatic variables: The case study of Southeast VietnamNARA Subscribed
Earth Science Informatics · 2024 · Vol. 17 · Issue 1 · Springer
Phan Thi Ha; Dang Nguyen Dong Phuong; Hoang Ha Anh; Le Hoang Tu; Nguyen Dinh Vuong; Nguyen Kim Loi
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Predicting rate of penetration (ROP) based on a deep learning approach: A case study of an enhanced geothermal system in Pohang, South KoreaNARA Subscribed
Earth Science Informatics · 2024 · Vol. 17 · Issue 1 · Springer
Wanhyuk Seo; Gyung Won Lee; Kwang Yeom Kim; Tae Sup Yun
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Biomarker heatmaps: visualization of complex biomarker data to detect storm-induced source changes in fluvial particulate organic carbonNARA Subscribed
Earth Science Informatics · 2023 · Vol. 16 · Issue 3 · Springer
Jieun Kim; Neal E. Blair
Fluvial particulate organic carbon (POC) is a complex mixture that undergoes rapid and complicated shifts in source during storm events. High-temporal resolution sampling and source-sensitive chemical analyses, such as those for organic geochemical biomarkers, are necessary to investigate the dynamic POC source behaviour during storm events. However, experimental designs that accommodate those requirements inevitably yield lar...
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Prediction of thermal conductivity of granitic rock: an application of arithmetic and salp swarm algorithms optimized ANNNARA Subscribed
Earth Science Informatics · 2022 · Vol. 15 · Issue 4 · Springer
Abiodun Ismail Lawal; Sangki Kwon; Minju Kim; Adeyemi Emman Aladejare; Moshood Onifade
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Classification of igneous rocks from petrographic thin section images using convolutional neural networkNARA Subscribed
Earth Science Informatics · 2022 · Vol. 15 · Issue 2 · Springer
Wanhyuk Seo; Yejin Kim; Ho Sim; Yungoo Song; Tae Sup Yun
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Deep learning algorithms for prediction of PM10 dynamics in urban and rural areas of KoreaNARA Subscribed
Earth Science Informatics · 2022 · Vol. 15 · Issue 2 · Springer
Han-Soo Choi; Kyungmin Song; Myungjoo Kang; Yongcheol Kim; Kang-Kun Lee; Hanna Choi
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A deep convolutional neural network for rock fracture image segmentationNARA Subscribed
Earth Science Informatics · 2021 · Vol. 14 · Issue 4 · Springer
Hoon Byun; Jineon Kim; Dongyoung Yoon; Il-Seok Kang; Jae-Joon Song
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Information infrastructure for Australia’s Integrated Marine Observing SystemNARA Subscribed
Earth Science Informatics · 2016 · Vol. 9 · Issue 4 · Springer
Marton G. Hidas; Roger Proctor; Natalia Atkins; Julian Atkinson; Laurent Besnard; Peter Blain; Philip Bohm; Jon Burgess; Kim Finney; Dan Fruehauf; Guillaume Galibert; Xavier Hoenner; Jacqui Hope; Craig Jones; Sebastien Mancini; Benedicte Pasquer; David Nahodil; Kate Reid; Katherine Tattersall
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Exploring a graph theory based algorithm for automated identification and characterization of large mesoscale convective systems in satellite datasetsNARA Subscribed
Earth Science Informatics · 2015 · Vol. 8 · Issue 3 · Springer
Kim Whitehall; Chris A. Mattmann; Gregory Jenkins; Mugizi Rwebangira; Belay Demoz; Duane Waliser; Jinwon Kim; Cameron Goodale; Andrew Hart; Paul Ramirez; Michael J. Joyce; Maziyar Boustani; Paul Zimdars; Paul Loikith; Huikyo Lee
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Cloud computing and virtualization within the regional climate model and evaluation systemNARA Subscribed
Earth Science Informatics · 2014 · Vol. 7 · Issue 1 · Springer
Chris A. Mattmann; Duane Waliser; Jinwon Kim; Cameron Goodale; Andrew Hart; Paul Ramirez; Dan Crichton; Paul Zimdars; Maziyar Boustani; Kyo Lee; Paul Loikith; Kim Whitehall; Chris Jack; Bruce Hewitson
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