Correlation Analysis Between Cotton NDVI and Meteorological Factors in Northern Xinjiang

Chinese Agricultural Science Bulletin ›› 2014, Vol. 30 ›› Issue (12) : 129-133. DOI: 10.11924/j.issn.1000-6850.2013-1981
23

Correlation Analysis Between Cotton NDVI and Meteorological Factors in Northern Xinjiang

Author information +
History +

Abstract

The analysis between cotton NDVI and meteorological factors provides an important scientific basis for the timely and effectively to carry out the management work of cotton production. Based on MOD13Q1, rainfall, daily mean temperature, daily maximum temperature and daily minimum temperature during the growth period of cotton from 2000 to 2012, the author analyzed the variations characteristics of cotton NDVI and the effects of meteorological factors on cotton NDVI by using correlation analysis method. The results showed that: the cotton NDVI changed regularly with the growth of cotton, which increased rapidly and then decreased gradually. The correlation coefficient was small between the cotton NDVI and rainfall, and did not pass the significant test because the study area was irrigated agricultural area. The cotton NDVI and temperature strongly correlated, and the correlation coefficient was 0.7750-0.9500. Considering the correlation coefficients between cotton NDVI and accumulate temperature of different temperature types and their average values, the accumulated temperature of average temperature showed good correlation and stability with the cotton NDVI, the accumulated temperature of high temperature had little correlation with the cotton NDVI, the accumulated temperature of minimum temperature had a high correlation with the cotton NDVI. In short, the cotton NDVI could better reflect the cotton growth and had no correlation with rainfall, and the accumulated temperature of minimum temperature was one important factor for the growth of cotton.

Key words

cotton; NDVI; meteorological factors; correlation analysis

Cite this article

Download Citations
Correlation Analysis Between Cotton NDVI and Meteorological Factors in Northern Xinjiang. Chinese Agricultural Science Bulletin. 2014, 30(12): 129-133 https://doi.org/10.11924/j.issn.1000-6850.2013-1981

References

[1] 朱红霞,周晓冬,黄严帅.南通气象因素对棉花产量及其构成因子的影响[J].中国农学通报,2011,27(33):176-179.
[2] 张峰,吴炳方,刘成林,等.区域作物生长过程的遥感提取方法[J].遥感学报,2004,8(6):515-528.
[3] 吴炳方,张峰,刘成林,等.农作物长势综合遥感监测方法[J].遥感学报,2004,8(6):498-514.
[4] 江东,王乃斌,杨小唤,等.NDVI 曲线与农作物长势的时序互动规律[J].生态学报,2002,22(2):247-252.
[5] Gwathmey C O, Tyler D D, Yin X. Prospects for monitoring cotton crop maturity with NDVI[J].Agronomy Journal,2010,102:135-1360.
[6] Daleziosa N R, Domenikiotisa C, Loukas A, et al. Cotton yield estimation based on NOAA/AVHRR produced NDVI[J].Physics and Chemistry of the Earth, Part B: Hydrology, Oceans and Atmosphere,2001,26(3):247-251.
[7] 高中灵,徐新刚,王纪华,等.基于时间序列 NDVI 相似性分析的棉花估产[J].农业工程学报,2012,28(2):148-153.
[8] 黄青,王利民,滕飞.利用 MODIS-NDVI数据提取新疆棉花播种面积信息及长势监测方法研究[J].干旱地区农业研究,2011,29(2): 213-217.
[9] 侍昊,王笑,薛建辉,等.基于MODIS/NDVI时间序列的森林灾害快速评估方法[J].生态学报,2012,32(11):3359-3367.
[10] 袁玉江,李新建,何清,等.影响阿克苏棉区棉花气象产量的温度因子研究[J].棉花学报,2001,13(4):220-224.
[11] 吕建海,陈曦,王小平,等.大面积棉花长势的MODIS监测分析方法与实践[J].干旱区地理,2004,27(1):118-123.
[12] 李彦斌,程相儒,杨建民,等.准噶尔盆地南缘棉花高产气象条件分析与研究[J].中国棉花,2012,39(10):19-21.
[13] 程相儒,张光华,李彦斌,等.北疆棉花典型丰歉年的气象条件对比分析[J].中国农业气象,2010,31(1):78-82.
[14] 潘旭东,孙自武,冯亚静,等.新疆北疆不同积温条件下棉花生育进程及生长解析[J].中国农学通报,2011,27(5):274-280.
[15] 束红梅,周治国,郑密,等.不同温度敏感性棉花纤维发育相关酶活性变化对低温的响应[J].应用生态学报,2009,20(9):2157-2165.
Share on Mendeley

Collection(s)

Cotton

Agrometeorology

39

Accesses

0

Citation

Detail

Sections
Recommended

/