| 光谱学与光谱分析 |
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| Study on Spatial Interpolation of the Average Temperature in the Yili River Valley Based on DEM |
| CHEN Dong-hua1,2, ZOU Chen3, WANG Su-ying1, LI Hu1*, ZHANG Xin-shi4，5 |
1. Department of Geography, Fujian Normal University, Fuzhou 350007，China
2. Xinjiang Engineering Center of Satellite Applications, Urumqi 830000, China
3. Institute of Desert Meteorology, China Meteorological Administration, Urumqi 830002, China
4. College of Resources Science & Technology, Beijing Normal University, Beijing 100875, China
5. Institute of Botany, Chinese Academy of Sciences, Beijing 100093, China |
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Abstract On the basis of the monthly mean temperature data of 19 meteorological stations from 1961 to 2008 in the Yili River Valley, the correlation between mean annual temperature and elevation was analyzed to get access to the temperature lapse rate of 0.564 ℃/100 m. The main purpose of this study was to apply a spatial interpolation method based on DEM and compare with the traditional ones of inverse distance weight (IDW) and Kriging methods. According to the cross-validation results, it was concluded that the accuracy of interpolation method based on DEM was superior to the other two methods. Combined with DEM data, the mean annual temperature distribution map with 90 m resolution was established and it expressed the main trend of temperature changing with terrain and reflected the spatial variability of temperature.
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Received: 2010-03-19
Accepted: 2010-06-15
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Corresponding Authors:
LI Hu
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[1] YU Gui-rui，HE Hong-lin，LIU Xin-an，et al(于贵瑞, 何洪林, 刘新安，等). Journal of Natural Resources(自然资源学报). 2004, 19(4): 537.
[2] Zhao C Y, Nan Z G, Cheng G D. Ecological Modeling, 2005, 189: 209.
[3] LIAO Shun-bao，LI Ze-hui(廖顺宝, 李泽辉). Meteorological Science and technology(气象科技)，2004, 32(5): 352.
[4] ZHANG Hong-liang，NI Shao-xiang，DENG Zi-wang，et al(张洪亮, 倪绍祥, 邓自旺，等). Journal of Mountain Research(山地学报), 2002, 20(3): 360.
[5] CHEN Jia-bing, LI Hui-guo, ZHENG Da-xian，et al(陈加兵, 励惠国, 郑达贤，等). Journal of Subtropical Resources and Environment(亚热带资源与环境学报)，2007, 2(1): 1.
[6] Lam N S. International Encyclopedia of Human Geography, 2009，369.
[7] Krajewski W, Viaro U. Contrl and Cybernetics，2009, 38(2): 543.
[8] Daly C, Gibson W P, Taylor G H, et al. Climate Research, 2002, 22: 99.
[9] Zhou S Q, Xue G Y, Gong P. Journal of Geographical Sciences, 2005, 15(2): 223.
[10] YOU Song-cai，LI Jun(游松财, 李 军). Journal of Natural Resources(自然资源学报)，2005, 20(1): 140.
[11] LI Jun, YOU Song-cai, HUANG Jing-feng(李 军, 游松财, 黄敬峰). Ecology and Environment(生态环境)，2006, 15(1): 109.
[12] ZHAO Deng-zhong, ZHANG Wan-chang, LIU San-chao(赵登忠, 张万昌, 刘三超). Scientia Geographica Sinica(地理科学)，2004, 24(2): 205.
[13] LIN Zhong-hui，MO Xing-guo，LI Hong-xuan，et al(林忠辉, 莫兴国, 李宏轩，等). Acta Geographica Sinica(地理学报). 2002, 57(1): 47.
[14] Kevin J, Jay M H, Konstantin K, et al. Using ArcGIS Geo-Statistical Analyst. CA USA, Redlands, 2001. 116.
[15] Goovaerts P. Geostatistics for Natural Resource Evaluation. New York: Oxford University Press, 1997. 483.
[16] LI Xin, CHENG Guo-dong, LU Ling(李 新, 程国栋, 卢 玲). Plateau Meteorology(高原气象)，2003, 22(6): 565.
[17] Bennett R J. Ann. Assoc. Am. Geogr. Ocean, 1984, 27(3): 521.
[18] Willmott C J, Kellji M. Application. Meteorology., 1999, 34: 2557.
[19] PAN Yao-zhong, GONG Dao-yi, DENG Lei，et al(潘耀忠, 龚道溢, 邓 磊，等). Acta Geographica Sinica(地理学报)，2004, 59(3): 366.
[20] MO Shen-guo, ZHANG Bai-ping(莫申国, 张百平). Journal of Mountain Science(山地学报). 2007, 25(4): 406.
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