Estimation of GDP Using Deep Learning With NPP-VIIRS Imagery and Land Cover Data at the County Level in CONUS

Accurate estimation of gross domestic product (GDP) at small geographies is of great significance to evaluate the distribution and dynamics of socio-economic development. Nighttime light (NTL) data is becoming increasingly important in socio-economic data estimation. However, previous research has f...

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Bibliographic Details
Main Authors: Jie Sun, Liping Di, Ziheng Sun, Jieyong Wang, Yingdan Wu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9050816/