Parameter optimization of Dome A site testing DIMM by data mining

Lingzhe Xu; Chong Pei

doi:10.1117/12.974362

15 October 2012 Parameter optimization of Dome A site testing DIMM by data mining

Lingzhe Xu, Chong Pei

Proceedings Volume 8420, 6th International Symposium on Advanced Optical Manufacturing and Testing Technologies: Optical System Technologies for Manufacturing and Testing; 84200M (2012) https://doi.org/10.1117/12.974362
Event: 6th International Symposium on Advanced Optical Manufacturing and Testing Technologies (AOMATT 2012), 2012, Xiamen, China

Abstract

The extreme environment of Antarctic is valuable for astronomical observations. Dome C is proved has excellent seeing and transmission by site testing works. While the higher, colder inland plateau Dome A is widely predicted as even better astronomical site than Dome C. Preliminary site testing developed since the beginning of 2008 shows that Dome A has lower boundary layer and lower precipitable water vapour. Now the automated seeing monitor is urgently needed to quantify the site's optical character which is necessary for the telescope design and deployment. In addition, it has the requirement that DIMM must realize automatic measurement for nearly one year under the case of unmanned intervention during which a great quantity of data will be generated because of the limitation of Dome A. This paper aims at researching how to use the method of mining association rules to automatically analyze observation data, what the relationship between various parameters effecting on optical quality is, and improving the efficiency of telescope observation by parameter optimization. We have modified a commercial telescope with diameter of 35cm to function as site testing DIMM which has been installed at XingLong observation station of National Astronomical Observatories, Chinese Academy of Sciences, acquired long term observation data, and identified that this method is suitable for optimizing the parameters of DIMM system.

Citation Download Citation

Lingzhe Xu and Chong Pei "Parameter optimization of Dome A site testing DIMM by data mining", Proc. SPIE 8420, 6th International Symposium on Advanced Optical Manufacturing and Testing Technologies: Optical System Technologies for Manufacturing and Testing, 84200M (15 October 2012); https://doi.org/10.1117/12.974362

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KEYWORDS

Data mining

Mining

Telescopes

Astronomy

Analytical research

Observatories

Domes

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