首页|期刊导航|Green and Smart Mining Engineering|Advancing arsenic contamination detection in boring cores using hyperspectral imaging and convolutional neural networks

Advancing arsenic contamination detection in boring cores using hyperspectral imaging and convolutional neural networks

Kaito Takizawa Natsuo Okada Narihiro Owada Angesom Gebretsadik Kuroki Hirotada Yoko Ohtomo Youhei Kawamura

Green and Smart Mining Engineering2025，Vol.2Issue(3)：P.246-258,13.

Green and Smart Mining Engineering2025，Vol.2Issue(3)：P.246-258,13.DOI:10.1016/j.gsme.2025.09.004

Advancing arsenic contamination detection in boring cores using hyperspectral imaging and convolutional neural networks

Kaito Takizawa ¹Natsuo Okada ²Narihiro Owada ³Angesom Gebretsadik ⁴Kuroki Hirotada ⁵Yoko Ohtomo ²Youhei Kawamura²

作者信息

1. Division of Sustainable Resources Engineering,Graduate School of Engineering,Hokkaido University,Kita-13,Nishi-8,Sapporo 060-8628,Japan
2. Division of Sustainable Resources Engineering,Faculty of Engineering,Hokkaido University,Kita-13,Nishi-8,Sapporo 060-8628,Japan
3. Graduate School of International Resource Sciences,Department of Earth Resource Engineering and Environmental Science,Akita University,Akita 010-0852,Japan
4. Division of Sustainable Resources Engineering,Graduate School of Engineering,Hokkaido University,Kita-13,Nishi-8,Sapporo 060-8628,Japan Department of Mining Engineering,Aksum University,Aksum,Tigray 7080,Ethiopia
5. Technical Research Institute,Mechatronics Engineering Department,Asunaro Aoki Construction Co.,Ltd.,4-8-2,Shiba,Minato-ku,Tokyo,Japan
折叠

摘要

关键词

Hyperspectral imaging/Arsenic contamination/Machine learning/Environmental monitoring/Boring cores/Convolutional neural networks/Geological classification

分类

资源环境

引用本文复制引用

Kaito Takizawa,Natsuo Okada,Narihiro Owada,Angesom Gebretsadik,Kuroki Hirotada,Yoko Ohtomo,Youhei Kawamura..Advancing arsenic contamination detection in boring cores using hyperspectral imaging and convolutional neural networks[J].Green and Smart Mining Engineering,2025,2(3):P.246-258,13.

基金项目

supported by the Support Program funds for Young Researchers in FY 2024 from Hokkaido University,Japan,to Yoko Ohtomo （）

supported by the Nanotechnology Platform Program of the Ministry of Education,Culture,Sports,Science,and Technology(MEXT),Japan （MEXT）

program funds for Young Researchers in FY 2024 from Hokkaido University,Japan to Yoko Ohtomo （）

Green and Smart Mining Engineering

ISSN：2950-5550

访问量0

下载量0

段落导航