Paper
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
Author Affiliations +
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.
© (2006) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
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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