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變量噴霧技術研究進展分析
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國家自然科學基金資助項目(31271620)、國家公益性行業(yè)(農(nóng)業(yè))科研專項資金資助項目(201203025-04),、國家農(nóng)業(yè)科技成果轉化資金資助項目(2012GB2C100154),、江蘇省高校自然科學研究重大項目(10KJA470007),、江蘇高校優(yōu)勢學科建設工程資助項目(蘇政辦發(fā)教[2014]37號)和江蘇省普通高校研究生科研創(chuàng)新計劃資助項目(CXLX13_678,、XZZ11-0582)


Research Progress Analysis of Variable Rate Sprayer Technology
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    摘要:

    變量噴霧是精準施藥的重要方式之一,。近10年來,,變量噴霧在技術發(fā)展和應用方面均取得了重要進展,。本文從變量噴霧的探測技術、控制技術及系統(tǒng)集成三方面,,對現(xiàn)有研究成果進行綜合性評述,。在作物形貌和密度的探測技術上,重點討論了超聲波用于作物形貌探測的方法,,給出了誤差分析,,比較了超聲波技術和激光技術用于作物形貌探測時的特點,強調(diào)了LIDAR用于樹木結構和冠層探測的優(yōu)勢以及提取葉面積指數(shù)表征作物密度的優(yōu)勢,。在作物病蟲草害的探測方面,,總結了自組織映射(SOM)、人工神經(jīng)網(wǎng)絡(ANN),、支持向量機(SVM)等信息解析技術用于探測作物病蟲草害的特點,,強調(diào)病蟲草害的探測應結合農(nóng)作物栽培和管理特點。在變量噴霧伺服系統(tǒng)方面,,歸納了現(xiàn)有變量噴頭及其控制技術,,強調(diào)用控制技術提升低成本器件和裝備的使用性能。最后,對變量噴霧系統(tǒng)集成進行了總結,,指出了變量噴霧技術進一步發(fā)展的方向。

    Abstract:

    Variable spray is one of the important ways for precision applying pesticide. In the past decade, great progress has been made in the technology and applications of variable spray. A comprehensive review of current research was presented in following categories: detection technology of variable spray system, control technology of variable spray system, and integration of spraying system. On the detection of crop morphology and density, ultrasonic method for detecting crop morphology was discussed and the error analysis of ultrasonic detection of crop morphology was carried out, the characteristics of ultrasonic technology and laser technology used in crop morphology detection were compared, and the advantages of LIDAR (Laser imaging detection and ranging) used for the detection of structural characteristics and canopy of trees and the superiority of LAI (Leaf area index) introduced to characterize the crop density were specially emphasized. On the detection of crop diseases, insect pests and weed, and the features of some information analysis techniques such as SOM (Self organizing maps), ANN (Artificial neural networks) and SVM (Support vector machines) etc. used for detecting crop diseases, insect pests and weed were summarized. A point was emphasized that the characteristics of crop cultivation and management should be combined with the detection of crop diseases, insect pests and weed. In terms of variable spray servo system, the existing variable nozzle and its control technology was generalized, and using the control technology to improve the performance of low cost devices and equipments was highlighted. Finally, the integration of spraying systems was also summarized and the development direction of the variable spray technology was pointed out.

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邱白晶,閆 潤,馬 靖,管賢平,歐鳴雄.變量噴霧技術研究進展分析[J].農(nóng)業(yè)機械學報,2015,46(3):59-72. Qiu Baijing, Yan Run, Ma Jing, Guan Xianping, Ou Mingxiong. Research Progress Analysis of Variable Rate Sprayer Technology[J]. Transactions of the Chinese Society for Agricultural Machinery,2015,46(3):59-72.

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  • 收稿日期:2014-08-08
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  • 在線發(fā)布日期: 2015-03-10
  • 出版日期: 2015-03-10
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