Population dynamics in Yangtze River delta: a neural-network and spatial statistical analysis

Chao Wang; Runhe Shi; Wei Wei; Chaoshun Liu; Tao Qi; Wei Gao

doi:10.1117/12.928030

24 October 2012 Population dynamics in Yangtze River delta: a neural-network and spatial statistical analysis

Chao Wang, Runhe Shi, Wei Wei, Chaoshun Liu, Tao Qi, Wei Gao

Proceedings Volume 8513, Remote Sensing and Modeling of Ecosystems for Sustainability IX; 85130L (2012) https://doi.org/10.1117/12.928030
Event: SPIE Optical Engineering + Applications, 2012, San Diego, California, United States

Abstract

Population dynamics has major impacts on regional ecosystem and socioeconomic development. Its prediction has become a key step for assessing ecosystems and socioeconomic development. Using the population data of Yangtze River Delta, a model created by Back Propagation (BP) neural network were adapted to probe and describe the dynamic evolution, and the Moran Index was used in analyzing spatial autocorrelation quantitatively.

Citation Download Citation

Chao Wang, Runhe Shi, Wei Wei, Chaoshun Liu, Tao Qi, and Wei Gao "Population dynamics in Yangtze River delta: a neural-network and spatial statistical analysis", Proc. SPIE 8513, Remote Sensing and Modeling of Ecosystems for Sustainability IX, 85130L (24 October 2012); https://doi.org/10.1117/12.928030

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