Monitoring on the Occurrence of Cnaphalocrocis medinalis Based on Multi-temporal HJ Satellite’s Remote Sensing Images

doi:10.3969/j.issn.1000-6362.2016.04.011

Abstract

Abstract:

Two experimental rice fields (one was used as a reference and the other was for target analysis) were conducted in Tangzhuang, Gaoyou of Jiangsu Province in 2013, and the Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), and Near-infrared Spectroscopy (NIR) were used to characterize the occurrence and evolution of C. medinalis, which were calculated from the satellite HJ-1A/1B retrieval data. A series of analyses were performed to disclose the relationship among these three indices and the occurrence frequency, severity, and evolution of C. medinalis. The results showed as follows: (1) The more the numbers of C. medinalis, the higher the changes of such characteristic parameters. (2) The positive correlations were found between the damage of C. medinalis and the discrepancy of characteristic parameters in these two experimental fields. (3) Quantitative correlation analyses showed that DNIR and folding leaf rate had a highly significant correlation (P<0.01), and DEVI and folding leaf rate had a significant correlation (P<0.05). While there was not significant between DNDVI and folding leaf rate. Therefore, it was feasible to using HJ satellite images to monitor and warn the outbreak and development of C. medinalis, which provided a new possible method to monitor dynamically the damage of C. medinalis.

Key words: Cnaphalocrocis medinalis, HJ-1A/1B satellite, Normalized Difference Vegetation Index, Enhanced Vegetation Index, Gaoyou

BAO Yun-xuan, LI Yu-ting, WANG Lin, GAO Wen-ting, ZHU Feng. Monitoring on the Occurrence of Cnaphalocrocis medinalis Based on Multi-temporal HJ Satellite’s Remote Sensing Images[J]. Chinese Journal of Agrometeorology, 2016, 37(04): 464-470.

References

[1]刘宇,王建强,冯晓东,等.2007年全国稻纵卷叶螟发生实况分析与2008年发生趋势预测[J].中国植保导刊,2008, 28(7):33-35. Liu Y,Wang J Q,Feng X D,et al.The analysis of the occurrence of rice leaf folder in 2007 and the prediction of the trend of it in 2008[J].China Plant Protection,2008,28(7):33-35. (in Chinese) [2]翟保平,张孝羲.水稻重大虫害的灾变规律及其预警:回顾与展望[J].昆虫知识,2000,37(1):41-45. Zhai B P,Zhang X X.The disaster and warning of major pest of rice:review and prospect[J].Entomological Knowledge, 2000, 37(1):41-45.(in Chinese) [3]张竞成,袁琳,王纪华,等.作物病虫害遥感监测研究进展[J].农业工程学报,2012,28(20):1-11. Zhang J C,Yuan L,Wang J H,et al.Research progress of crop diseases and pests monitoring based on remote sensing[J]. Transactions of the CSAE,2012,28(20):1-11.(in Chinese) [4]姚士桐,方志峰,陆志杰,等.不同监测方法对田间稻纵卷叶螟成虫的监测效果[J].中国植保导刊,2011,31(5):31-32. Yao S T,Fang Z F,Lu Z J,et al.The results of different monitoring methods on the adult of rice leaf folder[J].China Plant Protection,2011,31(5):31-32.(in Chinese) [5]杨浩,黄文江,王纪华,等.基于HJ-1A/1B CCD时间序列影像的水稻生育期监测[J].农业工程学报,2011,27(4):219-224. Yang H,Huang W J,Wang J H,et al.Monitoring rice growth stages based on time series HJ-1A/1B CCD images[J].Transactions of the CSAE,2011,27(4):219-224.(in Chinese) [6]吴继友,倪健.松毛虫危害的光谱特征与虫害早期探测模式[J].环境遥感,1995,10(4):250-258. Wu J Y,Ni J.Spectral characteristics of the pine leaves damaged by pine moth and a model for detecting the early damage[J]. Remote Sensing of Environment,1995,10(4):250- 258.(in Chinese) [7]杨建国,金晓华,郭永旺,等.遥感技术麦蚜监测应用研究[J].中国农学通报,2001,17(6):4-6. Yang J G,Jin X H,Guo Y W,et al.The applications research of wheat aphid based on remote sensing techniques[J].Chinese Agricultural Science Bulletin,2001,17(6):4-6.(in Chinese) [8]喻光明.渍害遥感识别的基本原理与方法[J].环境遥感, 1995,10(1):9-14. Yu G M.The basic principles and methods of remote sensing application of the identification of waterlog damage[J]. Remote Sensing of Environment,1995,10(1):9-14.(in Chinese) [9]Price K P,Jakubauskas M E.Spectral retrogression and insect damage in lodge pole pine successional forests[J]. International Journal of Remote Sensing,1998,19(8):627-632. [10]Silleos N,Perakis K,Petsanis G.Assessment of crop damage using space remote sensing and GIS[J].International Journal of Remote Sensing,2002,23(3):417-427. [11]吴曙雯,王人潮,陈晓斌,等.稻叶瘟对水稻光谱特性的影响研究[J].上海交通大学学报(农业科学版),2002,20(1):73-76. Wu S W,Wang R C,Chen X B,et al.Effects of rice leaf blast on spectrum reflectance of rice[J].Journal of Shanghai Jiaotong University(Agriculture Science),2002,20(1):73-76. (in Chinese) [12]石晶晶,刘占宇,张莉丽,等.基于支持向量机(SVM)的稻纵卷叶螟危害水稻高光谱遥感识别[J].中国水稻科学,2009, 23(3):331-334. Shi J J,Liu Z Y,Zhang L L,et al.Hyperspectral recognition of rice damaged by rice leaf roller based on support vector machine[J].Chinese Journal of Rice Science,2009,23(3):331- 334.(in Chinese) [13]Huang J R,Liao H J,Zhu Y B,et al.Hyperspectral detection of rice damaged by rice leaf folder (Cnaphalocrocismedinalis) [J]. Computers and Electronics in Agriculture,2012,82(1): 100-107. [14]Meigs G W,Kennedy R E,Cohen W B.A landsat time series approach to characterize bark beetle and defoliator impacts on tree mortality and surface fuels in conifer forests[J]. Remote Sensing of Environment,2011,115(12) :3707-3718. [15]Goodwin N R,Coops N C,Wulder M A,et al.Estimation of insect infestation dynamics using a temporal sequence of Landsat data[J].Remote Sensing of Environment,2008,112 (9):3680-3689. [16]全国农业技术推广与服务中心.农作物有害生物测报技术手册[M].北京:中国农业出版社,2006:1-771. The National Agro-Tech Extension and Service Center.Technical manual for pest monitoring of crops[M].Beijing:Chinese Agriculture Press,2006:1-771.(in Chinese) [17]黄建荣,孙启花,刘向东.稻纵卷叶螟危害后水稻叶片的光谱特征[J].中国农业科学,2010,43(13):2679-2687. Huang J R,Sun Q H,Liu X D,et al.Spectral characteristics of rice leaves damaged by rice leaf roller[J].Scientia Agricultura Sinica,2010,43(13):2679-2687.(in Chinese) [18]Zhang J C,Luo J H,Huang W J,et al.Continuous wavelet analysis based spectral feature selection for winter wheat yellow rust detection[J].Intelligent Automation and Soft Computing,2011,17(5):531-540. [19]Huete A,Didan K,Miura T,et al.Overview of the radiometric and biophysical performance of the MODIS vegetation indices[J]. Remote Sensing of Environment,2002,83(1):195-213.