Spring maize yield estimation based on combination of forecasting of entropy method and multi-temporal remotely sensed data

Nongye Jixie Xuebao/Transactions of the Chinese Society of Agricultural Machinery

Volumn 42, Issue 1, 2011, Pages 186-192

  Su, Tao ^a   Wang, Pengxin ^a   Liu, Xiangge ^a   Yang, Bo ^b  

^a CHINA AGRICULTURAL UNIVERSITY   (China)

^b Heilongjiang Academy of Land Reclamation Sciences   (China)

Author keywords

Combination forecasting; Remote sensing; Spring maize; Yield estimation

Indexed keywords

COMBINATION FORECASTING; COMBINED FORECASTING; CORRELATION COEFFICIENT; CROP YIELD; ENTROPY METHODS; ESTIMATION MODELS; GROWTH AND DEVELOPMENT; LANDSAT TM/ETM+; LIMITING FACTORS; MAIZE YIELD; MULTI-TEMPORAL; REMOTELY SENSED DATA; SPRING MAIZE; TEMPORAL MODELS; YIELD ESTIMATION;

AGRICULTURE; ENTROPY; FORECASTING; REMOTE SENSING;

ESTIMATION;

EID: 79952808664     PISSN: 10001298     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (21)

1. Wang Chunzhi, Yu Zhenrong, Xin Jingfeng, et al. Yield gap estimation by combining remote sensing and crop growth model[J]. Transactions of the CSAE, 2005, 21(7): 84-89. (in Chinese)
2. Yang Peng, Wu Wenbin, Zhou Qingbo, et al. Assimilating remotely sensed LAI into GIS-based EPIC model for yield assessment on regional scale[J]. Transactions of the CSAE, 2007, 23(9): 130-136. (in Chinese)
3. 2005.
4. Yan Yan, Liu Qinhuo, Liu Qiang, et al. Methodology of winter wheat yield prediction based on assimilation of remote sensing data with crop growth model[J]. Journal of Remote Sensing, 2006, 10(5): 804-811. (in Chinese)
5. Li Rui, Li Cunjun, Xu Xin'gang, et al. Winter wheat yield estimation based on support vector machine regression and multi-temporal remote sensing data[J]. Transactions of the CSAE, 2009, 25(7): 114-117. (in Chinese)
6. Ren Jianqiang, Chen Zhongxin, Tang Huajun, et al. Regional yield estimation for winter wheat based on net primary production model[J]. Transactions of the CSAE, 2006, 22(5): 111-117. (in Chinese)
7. 2008.
8. Bates J M, Granger C W J. The combination of forecasts[J]. Operational Research Quarterly, 1969, 20(4): 451-468.
9. Yue Fang. Forecasting combination and encompassing tests[J]. International Journal of Forecasting, 2003, 19(1): 87-94.
10. Zhang Shujuan, Zhao Fei. Combinatorial forecast of agricultural machinery total power based on Shapley value[J]. Transactions of the Chinese Society for Agricultural Machinery, 2008, 39(5): 60-64. (in Chinese)
11. Zheng Wenzhong, He Yong. Study on integrated forecasting methods for grain yield based on rough set theory[J]. Transactions of the Chinese Society for Agricultural Machinery, 2005, 36(11): 75-78. (in Chinese)
12. 2008.
13. Xu Hanqiu. Image-based normalization technique used for Landsat TM/ETM+ imagery[J]. Geomatics and Information Science of Wuhan University, 2007, 32(1): 62-66. (in Chinese)
14. Chen Jun, Wang Wen, Li Ziyang, et al. Landsat-5 TM data radiometric correction and geospatial positioning accuracy[J]. Journal of Image and Graphics, 2008, 13(6): 1094-1100. (in Chinese)
15. 1997.
16. Clemen R T. Combining gorecasts: a review and annotated bibliography[J]. International Journal of Forecasting, 1989, 5(4): 559-583.
17. Xu Xingang, Wang Jihua, Huang Wenjiang, et al. Estimation of crop yield based on weight optimization combination and multi-temporal remote sensing data[J]. Transactions of the CSAE, 2009, 25(9): 137-142. (in Chinese)
18. Fu Geng, Tang Xiaowo, Zeng Yong. Study of GRVRW method for combination forecasting[J]. Journal of UEST of China, 1995, 24(2): 211-217. (in Chinese)
19. Xu Xingang, Wu Bingfang, Meng Jihua, et al. Research advances in crop yield estimation models based on remote sensing[J]. Transactions of the CSAE, 2008, 24(2): 290-298. (in Chinese)
20. Weiser R L, Asrar G, Miller G P, et al. Assessing grassland biophysical characteristics from spectral measurements[J]. Remote Sensing of Environment, 1986, 20(2): 141-152.
21. 2006.