Integrated spectral image registration protocol for enhanced land pollution assessment and management : bridging satellite and drone data for high-resolution mapping

Okada, Natsuo; Toriya, Hisatoshi; Gebretsadik, Angesom; Arima, Takahiko; Ohtomo, Yoko; Kawamura, Youhei

Integrated spectral image registration protocol for enhanced land pollution assessment and management : bridging satellite and drone data for high-resolution mapping

Okada, Natsuo; Toriya, Hisatoshi; Gebretsadik, Angesom et al.

Journal of material cycles and waste management, 2025, 27(2), 685-698

Permalink : https://hdl.handle.net/2115/96053

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論文情報

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アクセス権	open access
URI	https://hdl.handle.net/2115/96053
タイトル	Integrated spectral image registration protocol for enhanced land pollution assessment and management : bridging satellite and drone data for high-resolution mapping
著者	Okada, Natsuo ; Toriya, Hisatoshi ; Gebretsadik, Angesom ; Arima, Takahiko ; Ohtomo, Yoko ; Kawamura, Youhei
著者名 Okada, Natsuo
著者名 Toriya, Hisatoshi
著者名 Gebretsadik, Angesom
e-Rad_Researcher 40965654 著者名 Arima, Takahiko
e-Rad_Researcher 80612902 著者名 Ohtomo, Yoko
e-Rad_Researcher 40361323 著者名 Kawamura, Youhei
言語	英語
キーワード	Image registration
	Remote sensing
	GIS
	Hyperspectral imaging
	Digital twin
発行日	2025-03
出版者	Springer
収録物名	Journal of material cycles and waste management
巻(号)	27(2)
ページ	685-698
抄録	A satellite equipped with a spectroscopy camera is a valuable tool for examining land pollution caused by mine waste across a large region. Due to the limited resolution of spectral images, merging them with high-resolution images obtained at lower altitudes can improve local resolution without producing pseudo-data. In order to produce high-resolution spectrum maps from spectral data gathered from satellite and drone imagery shot at various altitudes, an image registration procedure was devised in this study. The establishment of this protocol will facilitate the development of more precise land pollution discovery techniques and aid in the integration of various altitude data, which has not been fully utilized up to this point altitudes. The development of novel methods for sophisticated image registration and the system's implementation through field research and lab testing are the two primary objectives of this project. We suggested a process and technique for spectral image registration in the first section. In the second section, spectral images captured at different elevations at the mine site were used to test the image registration using the suggesting method. Consequently, spectral image registration algorithms for different altitudes and high-resolution spectral maps were established.
資源タイプ	学術雑誌論文
出版タイプ	Accepted Manuscript
権利情報	This version of the article has been accepted for publication, after peer review (when applicable) and is subject to Springer Nature’s AM terms of use, but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: http://dx.doi.org/10.1007/s10163-024-02080-9
PISSN	1438-4957
関連情報 (isVersionOf)	出版社版DOI https://doi.org/10.1007/s10163-024-02080-9