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红外热成像技术在农业中的应用

刘又夫 周志艳 田麓弘 钟伯平 何越

刘又夫, 周志艳, 田麓弘, 钟伯平, 何越. 红外热成像技术在农业中的应用[J]. 农业工程, 2019, 9(11): 102-110.
引用本文: 刘又夫, 周志艳, 田麓弘, 钟伯平, 何越. 红外热成像技术在农业中的应用[J]. 农业工程, 2019, 9(11): 102-110.
LIU Youfu, ZHOU Zhiyan, TIAN Luhong, ZHONG Boping, HE Yue. Application of Infrared Thermal Imaging Technology in Agriculture[J]. AGRICULTURAL ENGINEERING, 2019, 9(11): 102-110.
Citation: LIU Youfu, ZHOU Zhiyan, TIAN Luhong, ZHONG Boping, HE Yue. Application of Infrared Thermal Imaging Technology in Agriculture[J]. AGRICULTURAL ENGINEERING, 2019, 9(11): 102-110.

红外热成像技术在农业中的应用

基金项目: 国家自然科学基金项目(项目编号:31371539);国家重点研发计划项目(项目编号:2018YFD0200301)

Application of Infrared Thermal Imaging Technology in Agriculture

  • 摘要: 介绍了红外热成像技术的基本原理和常用热图像处理方法,总结了红外热成像技术在作物水分胁迫、侵染性病害监测、冻害胁迫以及产量预测等领域中的应用,分析了红外热成像技术在农业领域的开发与应用中所面临的难题和未来的发展趋势,以期为红外热成像技术在农业上的实际开发应用提供参考。

     

  • [1] 何志文, 吴峰, 张会娟, 等. 我国精准农业概况及发展对策[J]. 中国农机化学报, 2009(6):23-26.Zhiwen He, Feng Wu, Huijuan Zhang, et al. 2009(6):23-26.(in Chinese with English abstract)
    [2] Earl R., Wheeler P. N., Blackmore B. S., et al. Precision farming--the management of variability[J]. Landwards, 1996.
    [3] Khanal Sami, Fulton John, Shearer Scott. An overview of current and potential applications of thermal remote sensing in precision agriculture[J]. Computers and Electronics in Agriculture, 2017,139:22-32.
    [4] 刘普霖. 红外物理与技术发展[J]. 世界科技研究与发展, 2003(01):27-37.Pulin Liu. 2003(01):27-37.(in Chinese with English abstract)
    [5] Inagaki Terumi, Okamoto Yoshizo. Diagnosis of the leakage point on a structure surface using infrared thermography in near ambient conditions[J]. NDT E International, 1997,30(3):135-142.
    [6] Hess Glenn T., Sanders Thomas J. HgCdTe double-layer heterojunction detector device[J]. Proceedings of SPIE - The International Society for Optical Engineering, 2000,4028:353-364.
    [7] 雍朝良, 段东, 许春, 等. 红外探测器暗电流测试方法研究[J]. 红外技术, 2012(04):196-199.Chaoliang Yong, Dong Duan, Chun Xu, et al. 2012(04):196-199.(in Chinese with English abstract)
    [8] 郝国强. InGaAs红外探测器器件与物理研究[D]. 中国科学院研究生院(上海微系统与信息技术研究所), 2006.Guoqiang Hao., 2006.(in Chinese with English abstract)
    [9] 余耀, 王俊斌, 丁博, 等. 低空气湿度对小麦气孔特性的影响[J]. 植物生理学报, 2015(11):1991-1996.Yao Yu, Junbin Wang, Bo Ding, et al. 2015(11):1991-1996.(in Chinese with English abstract)
    [10] 李真. 红外热成像技术在作物病害早期检测方面的应用研究[D]. 河北农业大学, 2015.Zhen Li., 2015.(in Chinese with English abstract)
    [11] Fang Wen Hui, Wei L. U., Hong-Li X. U., et al. Study on the Detection of Rice Seed Germination Rate Based on Infrared Thermal Imaging Technology Combined with Generalized Regression Neural Network[J]. Spectroscopy Spectral Analysis, 2016.
    [12] 高志勇, 刘浩, 王宏亮, 等. 玉米遗传突变体群体创制和干旱反应突变体筛选与鉴定[J]. 科学通报, 2014(03):279-286.Zhiyong Gao, Hao Liu, Hongliang Wang, et al. 2014(03):279-286.(in Chinese with English abstract)
    [13] 张小雨, 孙宏勇, 王艳哲, 等. 应用基于红外热画像技术的CWSI简化算法判断作物水分状态[J]. 中国农业气象, 2013(05):569-575.Xiaoyu Zhang, Hongyong Sun, Yanzhe Wang, et al. 2013(05):569-575.(in Chinese with English abstract)
    [14] 余涛, 顾行发, 田国良, 等. 玉米地组分亮度温度分类变化研究[J]. 遥感学报, 2005(01):16-23.Tao Yu, Xingfa Gu, Guoliang Tian, et al. 2005(01):16-23.(in Chinese with English abstract)
    [15] 宗泽, 郭彩玲, 刘刚. 基于可见光与红外热成像技术的苹果树测产方法[J]. 农业工程, 2017(06):77-82.Ze Zong, Cailing Guo, Gang Liu. 2017(06):77-82.(in Chinese with English abstract)
    [16] 陈浩. 基于图像处理的玉米叶部抗旱性特征提取研究[D]. 西北农林科技大学, 2015.Hao Chen., 2015.(in Chinese with English abstract)
    [17] 陈浩, 方勇, 朱大洲, 等. 基于蚁群算法的玉米植株热红外图像边缘检测[J]. 农机化研究, 2015(06):49-52.Hao Chen, Yong Fang, Dazhou Zhu, et al. 2015(06):49-52.(in Chinese with English abstract)
    [18] 孙文娟. 日光温室黄瓜叶片湿润时间机器视觉监测研究[D]. 上海海洋大学, 2017.Wenjuan Sun., 2017.(in Chinese with English abstract)
    [19] Banerjee Koushik, Krishnan Prameela, Mridha Nilimesh. Application of thermal imaging of wheat crop canopy to estimate leaf area index under different moisture stress conditions[J]. Biosystems Engineering, 2018,166:13-27.
    [20] 毕永基, 彭春花, 黄山, 等. 不同基因型早籼稻气冠温差的差异及其与产量的关系[J]. 中国农学通报, 2015,31(21):9-15.Yongji Bi, Chunhua Peng, Shan Huang, et al. 2015,31(21):9-15.(in Chinese with English abstract)
    [21] Greco Maria, Chiappetta Adriana, Bruno Leonardo, et al. In Posidonia oceanica cadmium induces changes in DNA methylation and chromatin patterning[J]. Journal of Experimental Botany, 2012,63(2):695-709.
    [22] 唐丽媛, 张建宏, 刘存敬, 等. 气冠温差在作物抗旱节水育种中的应用浅析: 中国棉花学会2014年年会, 中国内蒙古呼和浩特, 2014[C].Liyuan Tang, Jianhong Zhang, Cunjing Liu, et al., 2014[C].(in Chinese with English abstract)
    [23] Idso S. B., Jackson R. D., Jr P. J. Pinter, et al. Normalizing the stress-degree-day parameter for environmental variability ☆[J]. Agricultural Meteorology, 1981,24(1):45-55.
    [24] Jackson R. D., Idso S. B., Reginato R. J., et al. Canopy temperature as a crop water stress indicator[J]. Water Resources Research, 1981,17(4):1133-1138.
    [25] Idso Sherwood B. Non-water-stressed baselines: A key to measuring and interpreting plant water stress ☆[J]. Agricultural Meteorology, 1982,27(1):59-70.
    [26] Ehrler W. L., Idso S. B., Jackson R. D., et al. Wheat Canopy Temperature: Relation to Plant Water Potential1[J]. Agronomy Journal, 1978,70(2):251-256.
    [27] Royo C., Villegas D., Moral L. F. García Del, et al. Comparative performance of carbon isotope discrimination and canopy temperature depression as predictors of genotype differences in durum wheat yield in Spain[J]. Australian Journal of Agricultural Research, 2002,53(5):561-569.
    [28] Lima R. S. N., García-Tejero I., Lopes T. S., et al. Linking thermal imaging to physiological indicators in Carica papaya L. under different watering regimes[J]. Agricultural Water Management, 2016,164:148-157.
    [29] Cohen Y., Alchanatis V., Meron M., et al. Estimation of leaf water potential by thermal imagery and spatial analysis*[J]. Journal of Experimental Botany, 2005,56(417):1843-1852.
    [30] Mangus Devin L., Sharda Ajay, Zhang Naiqian. Development and evaluation of thermal infrared imaging system for high spatial and temporal resolution crop water stress monitoring of corn within a greenhouse[J]. Computers and Electronics in Agriculture, 2016,121:149-159.
    [31] O''Shaughnessy S. A., Evett S. R., Colaizzi P. D., et al. Using radiation thermography and thermometry to evaluate crop water stress in soybean and cotton[J]. Agricultural Water Management, 2011,98(10):1523-1535.
    [32] New glyphosate screening technique by infrared thermometry | Titel[J].
    [33] 刘亚, 丁俊强, Subhash Chander, 等. 两个玉米自交系苗期叶温的干旱响应研究[J]. 作物杂志, 2008(06):62-65.Ya Liu, Junqiang Ding, Chander Subhash, et al. 2008(06):62-65.(in Chinese with English abstract)
    [34] Romano Giuseppe, Zia Shamaila, Spreer Wolfram, et al. Use of thermography for high throughput phenotyping of tropical maize adaptation in water stress[J]. Computers and Electronics in Agriculture, 2011,79(1):67-74.
    [35] 徐小龙. 基于红外热成像技术的植物病害早期检测的研究[D]. 浙江大学, 2012.Xiaolong Xu., 2012.(in Chinese with English abstract)
    [36] Wang Min, Xiong Yinfeng, Ling Ning, et al. Detection of the dynamic response of cucumber leaves to fusaric acid using thermal imaging[J]. Plant Physiology and Biochemistry, 2013,66:68-76.
    [37] Chaerle L., Van Caeneghem W., Messens E., et al. Presymptomatic visualization of plant-virus interactions by thermography[J]. Nat Biotechnol, 1999,17(8):813-816.
    [38] 姚志凤, 何东健, 雷雨. 基于热红外成像的小麦条锈病早期检测[J]. 光谱学与光谱分析, 2018,38(10):321-327.Zhifeng Yao, Dongjian He, Yu Lei. 2018,38(10):321-327.(in Chinese with English abstract)
    [39] 檀艳静, 张佳华, 姚凤梅, 等. 中国作物低温冷害监测与模拟预报研究进展[J]. 生态学杂志, 2013(07):1920-1927.Yanjing Tan, Jiahua Zhang, Fengmei Yao, et al. 2013(07):1920-1927.(in Chinese with English abstract)
    [40] Maki L. R., Galyan E. L., Changchien M. M., et al. Ice nucleation induced by pseudomonas syringae.[J]. Appl Microbiol, 1974,28(3):456-459.
    [41] Wisniewski M., Lindow S. E., Ashworth E. N. Observations of Ice Nucleation and Propagation in Plants Using Infrared Video Thermography[J]. Plant Physiol, 1997,113(2):327-334.
    [42] Pearce R. S. Freezing of Barley Studied by Infrared Video Thermography[J]. PLANT PHYSIOLOGY, 2001,125(1):227-240.
    [43] Fuller M. P., Wisniewski M. The use of infrared thermal imaging in the study of ice nucleation and freezing of plants[J]. 1998,23(2):81-89.
    [44] Fuller Michael P., Fuller Andrew M., Kaniouras Spyridon, et al. The freezing characteristics of wheat at ear emergence[J]. European Journal of Agronomy, 2007,26(4):435-441.
    [45] 林海荣, 李章成, 周清波, 等. 基于ETM植被指数和冠层温度差异遥感监测棉花冷害[J]. 棉花学报, 2009(04):284-289.Hairong Lin, Zhangcheng Li, Qingbo Zhou, et al. 2009(04):284-289.(in Chinese with English abstract)
    [46] 代立芹, 吴炳方, 李强子, 等. 作物单产预测方法研究进展[J]. 农业网络信息, 2006(04):24-27.Liqin Dai, Bingfang Wu, Qiangzi Li, et al. 2006(04):24-27.(in Chinese with English abstract)
    [47] Hatfield J. L., Millard J. P., Reginato R. J., et al. Spatial variability of surface temperature as related to cropping practice with implications for irrigation management, 1980[C].
    [48] Romano Giuseppe, Zia Shamaila, Spreer Wolfram, et al. Use of thermography for high throughput phenotyping of tropical maize adaptation in water stress[J]. Computers and Electronics in Agriculture, 2011,79(1):67-74.
    [49] Purushothaman R., Thudi M., Krishnamurthy L., et al. Association of mid-reproductive stage canopy temperature depression with the molecular markers and grain yields of chickpea ( Cicer arietinum L.) germplasm under terminal drought[J]. Field Crops Research, 2015,174:1-11.
    [50] Hu Zhenfang, Zhang Luda, Wang Yuxuan, et al. Application of BP Neural Network in Predicting Winter Wheat Yield Based on Thermography Technology[J]. Spectroscopy Spectral Analysis, 2013,33(6):1587-1592.
    [51] 王振华. 仓储粮堆湿热传递过程的数值模拟与试验研究[D]. 中国农业大学, 2014.Zhenhua Wang., 2014.(in Chinese with English abstract)
    [52] 尹君. 小麦粮堆多场耦合模型及结露预测研究[D]. 吉林大学, 2015.Jun Yin., 2015.(in Chinese with English abstract)
    [53] 张京, 何雄奎, 宋坚利, 等. 无人驾驶直升机航空喷雾参数对雾滴沉积的影响[J]. 农业机械学报, 2012(12):94-96.Jing Zhang, Xiongkui He, Jianli Song, et al. 2012(12):94-96.(in Chinese with English abstract)
    [54] 宗泽, 郭彩玲, 刘刚. 基于可见光与红外热成像技术的苹果树测产方法[J]. 农业工程, 2017(06):77-82.Ze Zong, Cailing Guo, Gang Liu. 2017(06):77-82.(in Chinese with English abstract)
    [55] 周建民, 尹洪妍, 张瑞丰, 等. 基于红外热成像树上板栗机器识别研究[J]. 中国农机化, 2012(03):132-136.Jianmin Zhou, Hongyan Yin, Ruifeng Zhang, et al. 2012(03):132-136.(in Chinese with English abstract)
    [56] 周志艳, 罗锡文, 张扬, 等. 农作物虫害的机器检测与监测技术研究进展[J]. 昆虫学报, 2010(01):98-109.Zhiyan Zhou, Xiwen Luo, Yang Zhang, et al. 2010(01):98-109.(in Chinese with English abstract)
    [57] Gjjr Michels, Piccinni G., Rush C. M., et al. Using infrared transducers to sense greenbug (Homoptera: Aphididae) infestations in winter wheat.[J]. Southwestern Entomologist, 1999,24(4):269-279.
    [58] 王蕾. 基于物理模型的落叶松林虫害遥感监测研究[D]. 北京林业大学, 2009.Lei Wang., 2009.(in Chinese with English abstract)
    [59] 高丽丽. 脱叶剂喷施时间对棉花生理调节效应的研究[D]. 新疆农业大学, 2016.Lili Gao., 2016.(in Chinese with English abstract)
    [60] 王康丽, 韩迎春, 雷亚平, 等. 利用机载红外相机监测脱叶剂对棉花冠层温度的影响[J]. 中国棉花, 2018,45(10):16-21.Kangli Wang, Yingchun Han, Yaping Lei, et al. 2018,45(10):16-21.(in Chinese with English abstract)
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  • 收稿日期:  2019-04-23
  • 出版日期:  2019-11-20

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