Monitoring the illegal quarry mining of gravel on the riverbed using daily revisit FORMOSAT-2 imagery

Cheng-Chien Liu; Chiao An Wu; Ming Lin Shieh; Jian Guo Liu; Ching-Wee Lin; Chjeng-Lun Shieh

doi:10.1109/IGARSS.2005.1526348

Monitoring the illegal quarry mining of gravel on the riverbed using daily revisit FORMOSAT-2 imagery

Cheng-Chien Liu, Chiao An Wu, Ming Lin Shieh, Jian Guo Liu, Ching-Wee Lin, Chjeng-Lun Shieh

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

6 Citations (Scopus)

Abstract

A new method of image differencing and automatic co-registration based on the technique of fast normalized cross correlation is proposed and applied to a pair of FORMOSAT-2 2-m panchromatic images between the two dates in 2004 and 2005, with the intention to monitor the illegal quarry mining of gravel on the riverbed in the watershed of the Tseng-Wen River. Ground truth on the study sites is obtained from the interpretation of color digital images taken from the unmanned helicopter. The results show that the new method reduces the root mean square errors of mis-registration substantially, and the change/non-change information matches the ground truth very well. With the unique capability of daily revisiting and the advanced spatial and temporal resolution, this new method enables us to automatically process a large amount of FORMOSAT-2 Level-2 images and monitor the illegal quarry mining of gravel with certain level of accuracy on a daily basis.

Original language	English
Title of host publication	25th Anniversary IGARSS 2005
Subtitle of host publication	IEEE International Geoscience and Remote Sensing Symposium
Pages	1777-1780
Number of pages	4
DOIs	https://doi.org/10.1109/IGARSS.2005.1526348
Publication status	Published - 2005 Dec 1
Event	2005 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2005 - Seoul, Korea, Republic of Duration: 2005 Jul 25 → 2005 Jul 29

Publication series

Name	International Geoscience and Remote Sensing Symposium (IGARSS)
Volume	3

Other

Other	2005 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2005
Country	Korea, Republic of
City	Seoul
Period	05-07-25 → 05-07-29

All Science Journal Classification (ASJC) codes

Computer Science Applications
Earth and Planetary Sciences(all)

Access to Document

10.1109/IGARSS.2005.1526348

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Liu, C-C., Wu, C. A., Shieh, M. L., Liu, J. G., Lin, C-W., & Shieh, C-L. (2005). Monitoring the illegal quarry mining of gravel on the riverbed using daily revisit FORMOSAT-2 imagery. In 25th Anniversary IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium (pp. 1777-1780). [1526348] (International Geoscience and Remote Sensing Symposium (IGARSS); Vol. 3). https://doi.org/10.1109/IGARSS.2005.1526348

Liu, Cheng-Chien ; Wu, Chiao An ; Shieh, Ming Lin ; Liu, Jian Guo ; Lin, Ching-Wee ; Shieh, Chjeng-Lun. / Monitoring the illegal quarry mining of gravel on the riverbed using daily revisit FORMOSAT-2 imagery. 25th Anniversary IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium. 2005. pp. 1777-1780 (International Geoscience and Remote Sensing Symposium (IGARSS)).

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title = "Monitoring the illegal quarry mining of gravel on the riverbed using daily revisit FORMOSAT-2 imagery",

abstract = "A new method of image differencing and automatic co-registration based on the technique of fast normalized cross correlation is proposed and applied to a pair of FORMOSAT-2 2-m panchromatic images between the two dates in 2004 and 2005, with the intention to monitor the illegal quarry mining of gravel on the riverbed in the watershed of the Tseng-Wen River. Ground truth on the study sites is obtained from the interpretation of color digital images taken from the unmanned helicopter. The results show that the new method reduces the root mean square errors of mis-registration substantially, and the change/non-change information matches the ground truth very well. With the unique capability of daily revisiting and the advanced spatial and temporal resolution, this new method enables us to automatically process a large amount of FORMOSAT-2 Level-2 images and monitor the illegal quarry mining of gravel with certain level of accuracy on a daily basis.",

author = "Cheng-Chien Liu and Wu, {Chiao An} and Shieh, {Ming Lin} and Liu, {Jian Guo} and Ching-Wee Lin and Chjeng-Lun Shieh",

year = "2005",

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doi = "10.1109/IGARSS.2005.1526348",

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Liu, C-C, Wu, CA, Shieh, ML, Liu, JG, Lin, C-W & Shieh, C-L 2005, Monitoring the illegal quarry mining of gravel on the riverbed using daily revisit FORMOSAT-2 imagery. in 25th Anniversary IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium., 1526348, International Geoscience and Remote Sensing Symposium (IGARSS), vol. 3, pp. 1777-1780, 2005 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2005, Seoul, Korea, Republic of, 05-07-25. https://doi.org/10.1109/IGARSS.2005.1526348

Monitoring the illegal quarry mining of gravel on the riverbed using daily revisit FORMOSAT-2 imagery. / Liu, Cheng-Chien; Wu, Chiao An; Shieh, Ming Lin; Liu, Jian Guo; Lin, Ching-Wee ; Shieh, Chjeng-Lun.

25th Anniversary IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium. 2005. p. 1777-1780 1526348 (International Geoscience and Remote Sensing Symposium (IGARSS); Vol. 3).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AU - Wu, Chiao An

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AU - Liu, Jian Guo

AU - Lin, Ching-Wee

AU - Shieh, Chjeng-Lun

PY - 2005/12/1

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N2 - A new method of image differencing and automatic co-registration based on the technique of fast normalized cross correlation is proposed and applied to a pair of FORMOSAT-2 2-m panchromatic images between the two dates in 2004 and 2005, with the intention to monitor the illegal quarry mining of gravel on the riverbed in the watershed of the Tseng-Wen River. Ground truth on the study sites is obtained from the interpretation of color digital images taken from the unmanned helicopter. The results show that the new method reduces the root mean square errors of mis-registration substantially, and the change/non-change information matches the ground truth very well. With the unique capability of daily revisiting and the advanced spatial and temporal resolution, this new method enables us to automatically process a large amount of FORMOSAT-2 Level-2 images and monitor the illegal quarry mining of gravel with certain level of accuracy on a daily basis.

AB - A new method of image differencing and automatic co-registration based on the technique of fast normalized cross correlation is proposed and applied to a pair of FORMOSAT-2 2-m panchromatic images between the two dates in 2004 and 2005, with the intention to monitor the illegal quarry mining of gravel on the riverbed in the watershed of the Tseng-Wen River. Ground truth on the study sites is obtained from the interpretation of color digital images taken from the unmanned helicopter. The results show that the new method reduces the root mean square errors of mis-registration substantially, and the change/non-change information matches the ground truth very well. With the unique capability of daily revisiting and the advanced spatial and temporal resolution, this new method enables us to automatically process a large amount of FORMOSAT-2 Level-2 images and monitor the illegal quarry mining of gravel with certain level of accuracy on a daily basis.

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Liu C-C, Wu CA, Shieh ML, Liu JG, Lin C-W , Shieh C-L. Monitoring the illegal quarry mining of gravel on the riverbed using daily revisit FORMOSAT-2 imagery. In 25th Anniversary IGARSS 2005: IEEE International Geoscience and Remote Sensing Symposium. 2005. p. 1777-1780. 1526348. (International Geoscience and Remote Sensing Symposium (IGARSS)). https://doi.org/10.1109/IGARSS.2005.1526348