光谱学与光谱分析 |
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Dynamic Monitoring of Summer Maize Planting Information for Spatial and Temporal Variations in Huanghuaihai Plain During 2000—2010 |
LIU Jun1, 2, TIAN Qing-jiu1*, HUANG Yan1, DU Ling-tong1 |
1. International Institute for Earth System Science, Nanjing University, Nanjing 210093, China 2. Shanxi Engineering Vocational College, Taiyuan 030009, China |
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Abstract In order to give consideration to the change information of summer maize planting area and spatial distribution in Huanghuaihai plain, the present paper combined statistical analysis and remotely sensed classification technology to extract summer maize based on MODIS EVI images. The results showed high accuracy (>67.35%) with the TM-derived in spatial distribution and high correlation coefficient with the agriculture statistics in planting areas at city level (R2>0.497 7). On this basis, change imagery was computed using image overlying algorithm based on binaryzated images derived from classification results in Huanghuaihai plain during 2000—2010. The change detection feature was analysed according to the plates in the region. The results show that the summer maize planting area increased significantly in huanghuaihai plain from 2000 to 2010. The planting area increased steadily in southern part during study year. In the northern part, it discreased from 2000 to 2003 and increased from 2003 to 2010. The most huge change occurred in the northern part in the period of 11 years. The planting proportion increased in the north of plain but decreased in the north. The new method can be widely used in regional dynamic detection and has a good applicability and accuracy.
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Received: 2012-04-07
Accepted: 2012-07-10
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Corresponding Authors:
TIAN Qing-jiu
E-mail: tianqj@nju.edu.cn
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[1] Trenberth K E. Nature,2004,427(6971):213. [2] Foley J A,DeFries R,Asner G P,et al. Science,2005,309(5734):570. [3] ZHANG Zhen-long,ZENG Zhi-yuan,LI Shuo,et al(张振龙,曾志远,李 硕,等). Remote Sensing Information(遥感信息),2005,(5):64. [4] Mas J F. International Journal of Remote Sensing,1999,20(1):139. [5] Singh A. International Journal of Remote Sensing,1989,10(6):989. [6] Ridd M K,Liu J. Remote Sensing of Environment,1998,63(2):95. [7] SUN Xiao-xia,ZHANG Ji-xian,YAN Qin,et al(孙晓霞,张继贤,燕 琴,等). Remote Sensing Information(遥感信息),2011,(1):119. [8] Howarth P J,Wickware G M. International Journal of Remote Sensing,1981,2(3):277. [9] Bhattacharya U,Parui S. International Journal of Remote Sensing,1997,18(16):3379. [10] Brink A B,Eva H D. Applied Geography,2009,29(4):501. [11] Oezyavuz M,Satir O,Bilgili B C. Fresenius Environmental Bulletin,2011,20(5):1190. [12] Yin J,Yin Z,Zhong H,et al. Environmental monitoring and assessment,2011,177(1):609. [13] LIU Lin,YAO Bo(刘 琳,姚 波). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报),2010,26(13):230. [14] ZHAO Geng-xing,TIAN Wen-xin,ZHANG Yin-hui,et al(赵庚星,田文新,张银辉,等). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报),2001,17(4):135. [15] ZHANG Ming-wei,ZHOU Qing-bo,CHEN Zhong-xin,et al(张明伟,周清波,陈仲新,等). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报),2006,22(10):139. [16] Savitzky A,Golay M J E. Analytical Chemistry,1964,36(8):1627. [17] PENG Guang-xiong,GONG A-du,CUI Wei-hong,et al(彭光雄,宫阿都,崔伟宏,等). Journal of Geo-Information Science(地球信息科学学报),2009,11(2):225.
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