Mr. Cheng-Ru Chen Profile

Cheng-Ru Chen

at National Central Univ

SPIE Involvement:

Author

Area of Expertise:

GIS , RS

Publications (7)

SPIE Journal Paper | 14 August 2024

Machine learning-based early prediction of rice-growing fields using multi-temporal Sentinel-1 synthetic aperture radar and Sentinel-2 multispectral data

Nguyen-Thanh Son, Chi-Farn Chen, Huan-Sheng Lin, Youg-Sin Cheng, Cheng-Ru Chen, Chein-Hui Syu, Yi-Ting Zhang, Tsang-Sen Liu, Piero Toscano, Shu-Ling Chen, Shih-Hsiang Chen

JARS, Vol. 18, Issue 03, 038503, (August 2024) https://doi.org/10.1117/12.10.1117/1.JRS.18.038503

KEYWORDS: Satellites, Image segmentation, Data modeling, Machine learning, Satellite imaging, Synthetic aperture radar, Education and training, Agriculture, Earth observing sensors, Landsat

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SPIE Journal Paper | 8 October 2015

Assessing rice crop damage and restoration using remote sensing in tsunami-affected areas, Japan

Chi-Farn Chen, Nguyen-Thanh Son, Cheng-Ru Chen, Kohei Cho, Ya-Yun Hsiao, Shou-Hao Chiang, Ly-Yu Chang

JARS, Vol. 9, Issue 01, 096002, (October 2015) https://doi.org/10.1117/12.10.1117/1.JRS.9.096002

KEYWORDS: Earth observing sensors, Associative arrays, Remote sensing, MODIS, Image classification, Vegetation, Landsat, Accuracy assessment, Clouds, Error analysis

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SPIE Journal Paper | 1 August 2014

Weekly flood monitoring with multitemporal moderate resolution imaging spectroradiometer data using water fraction model

Nguyen-Thanh Son, Chi-Farn Chen, Cheng-Ru Chen

JARS, Vol. 8, Issue 01, 083581, (August 2014) https://doi.org/10.1117/12.10.1117/1.JRS.8.083581

KEYWORDS: Floods, MODIS, Data modeling, Image resolution, Data acquisition, Landsat, Associative arrays, Agriculture, Accuracy assessment, Earth observing sensors

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SPIE Journal Paper | 21 June 2012

Urban growth mapping from Landsat data using linear mixture model in Ho Chi Minh City, Vietnam

Nguyen-Thanh Son, Chi-Farn Chen, Li-Yu Chang, Cheng-Ru Chen, Bui-Xuan Thanh

JARS, Vol. 6, Issue 01, 063543, (June 2012) https://doi.org/10.1117/12.10.1117/1.JRS.6.063543

KEYWORDS: Data modeling, Landsat, Vegetation, Associative arrays, Image classification, Holmium, Accuracy assessment, Error analysis, Image processing, Earth observing sensors

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Proceedings Article | 7 October 2011 Paper

Monitoring rice growing areas in the Lower Mekong subregion from MODIS satellite imagery

C. R. Chen, C. F. Chen, N. T. Son

Proceedings Volume 8174, 817414 (2011) https://doi.org/10.1117/12.897984

KEYWORDS: MODIS, Wavelet transforms, Image classification, Associative arrays, Agriculture, Satellite imaging, Earth observing sensors, Satellites, Image quality, Vegetation

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Proceedings Article | 7 October 2011 Paper

Investigating agro-drought in the Lower Mekong Basin using MODIS NDVI and land surface temperature data

N. T. Son, C. F. Chen, C. R. Chen

Proceedings Volume 8174, 817411 (2011) https://doi.org/10.1117/12.897972

KEYWORDS: MODIS, Soil science, Vegetation, Agriculture, Remote sensing, Data processing, Data acquisition, Spatial resolution, Civil engineering, Satellites

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SPIE Journal Paper | 1 January 2011

Wavelet filtering of time-series moderate resolution imaging spectroradiometer data for rice crop mapping using support vector machines and maximum likelihood classifier

Chi-Farn Chen, Nguyen-Thanh Son, Cheng-Ru Chen, Ly-Yu Chang

JARS, Vol. 5, Issue 1, 053525, (January 2011) https://doi.org/10.1117/12.10.1117/1.3595272

KEYWORDS: MODIS, Wavelets, Image filtering, Optical filters, Classification systems, Associative arrays, Discrete wavelet transforms, Accuracy assessment, Image classification, Agriculture

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Showing 5 of 7 publications

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