DEEP LEARNING-BASED METHOD TO EXTEND THE TIME SERIES OF GLOBAL ANNUAL VIIRS-LIKE NIGHTTIME LIGHT DATA

Wang, L.; Tan, W.; Xu, H.; He, H.; Chen, N.; Li, D.; Chapman, M. A.; Li, J.

doi:https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-73-2022

Articles | Volume XLIII-B1-2022

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Articles | Volume XLIII-B1-2022

https://doi.org/10.5194/isprs-archives-XLIII-B1-2022-73-2022

Articles | Volume XLIII-B1-2022

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30 May 2022

| 30 May 2022

DEEP LEARNING-BASED METHOD TO EXTEND THE TIME SERIES OF GLOBAL ANNUAL VIIRS-LIKE NIGHTTIME LIGHT DATA

L. Wang, W. Tan, H. Xu, H. He, N. Chen, D. Li, M. A. Chapman, and J. Li

L. Wang

Dept. of Geography and Environmental Management, University of Waterloo, Waterloo, ON N2L 3G1, Canada

21AT North America R&D Ltd., Markham, ON, L3R 9T8, Canada

W. Tan

Dept. of Geography and Environmental Management, University of Waterloo, Waterloo, ON N2L 3G1, Canada

H. Xu

Dept. of Geography and Environmental Management, University of Waterloo, Waterloo, ON N2L 3G1, Canada

H. He

Dept. of Geography and Environmental Management, University of Waterloo, Waterloo, ON N2L 3G1, Canada

N. Chen

Dept. of Geography and Environmental Management, University of Waterloo, Waterloo, ON N2L 3G1, Canada

College of Geological Engineering and Geomatics, Chang’an University, Xi’an SX 710054, China

D. Li

College of Computer Science and Technology, Huaqiao University, Xiamen, FJ 361021, China

M. A. Chapman

Dept. of Civil Engineering, Ryerson University, Toronto, ON M5B 2K3, Canada

J. Li

Dept. of Geography and Environmental Management, University of Waterloo, Waterloo, ON N2L 3G1, Canada

Dept. of Systems Design Engineering, University of Waterloo, Waterloo, ON N2L 3G1, Canada

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DEEP LEARNING-BASED METHOD TO EXTEND THE TIME SERIES OF GLOBAL ANNUAL VIIRS-LIKE NIGHTTIME LIGHT DATA

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