Application of IKONOS image and BP model to evaluate potential of urban land intensive use

Li Wang; Zheng Niu; Jun Yin; Jinguo Yuan

doi:10.1117/12.712709

28 October 2006 Application of IKONOS image and BP model to evaluate potential of urban land intensive use

Li Wang, Zheng Niu, Jun Yin, Jinguo Yuan

Proceedings Volume 6419, Geoinformatics 2006: Remotely Sensed Data and Information; 64190B (2006) https://doi.org/10.1117/12.712709
Event: Geoinformatics 2006: GNSS and Integrated Geospatial Applications, 2006, Wuhan, China

Abstract

The evaluation index system of urban land intensive use potential is built with IKONOS remote sensing data as the main data source. Based on this, quantitative evaluation model of land intensive use potential is constructed through BP neural network method. This model is applied to evaluate the potential of land intensive use in Shijiazhuang. It has been proved that this kind of evaluation system, i.e. remote sensing image as the main data resource and BP model as the evaluation method, to evaluate urban land intensive use potential, is more effective, more practicable, more convenient and the evaluation result is more objective.

Citation Download Citation

Li Wang, Zheng Niu, Jun Yin, and Jinguo Yuan "Application of IKONOS image and BP model to evaluate potential of urban land intensive use", Proc. SPIE 6419, Geoinformatics 2006: Remotely Sensed Data and Information, 64190B (28 October 2006); https://doi.org/10.1117/12.712709

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KEYWORDS

Remote sensing

Earth observing sensors

High resolution satellite images

Neural networks

Neurons

Image fusion

Data modeling

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