我国设施种植业从机械化到智能化的发展及思考#br#

doi:10.13733/j.jcam.issn.2095-5553.2022.10.012

摘要/Abstract

摘要： 设施农业是现代农业主要发展方向，对推动乡村全面振兴和农业农村现代化具有十分重要的意义。通过分析近年来我国设施种植业类型、规模、产业布局、配套设施情况，从机械化、信息化和智能化三方面总结我国设施种植业阶段性特征，阐述各阶段的技术研究及应用情况。针对目前存在的配套装备应用参差不齐、技术创新驱动较弱、产业布局分散等发展短板，结合数字技术应用需求，提出精准补短提质增效、聚焦关键技术突破、实现规模化发展、加速数字化转型等促进设施种植业发展的对策建议，为设施种植业高质量发展提供技术支持。

关键词: 设施种植, 机械化, 信息化, 智能化, 传感器, 物联网

Abstract: The facility agriculture is regarded as the main development direction of modern agriculture, which is of great significance to comprehensively push forward rural vitalization and accelerate the modernization of agriculture and rural areas. By analyzing type, scale, industrial layout and supporting facilities of facility planting in China in recent years, the phased characteristics of facility planting are summarized from the three aspects of mechanization, informatization and intellectualization. Technology research and application of each stage are analyzed. In view of the existing problems such as uneven application of supporting equipment, weak driving force of technological innovation and scattered industrial layout, combined with the application needs of digital technology, suggestions are put forward to improve quality and efficiency, focus on key technology breakthroughs, achieve largescale development and accelerate digital transformation, in order to provide technical support for the highquality development of facility planting in the future.

Key words: facility planting, mechanization, informatization, intellectualization, sensor, Internet of Things

中图分类号:

S233： S62

陈蕾, 聂莹, 赵继春, . 我国设施种植业从机械化到智能化的发展及思考#br#[J]. 中国农机化学报, 2022, 43(10): 78-85.

Chen Lei, Nie Ying, Zhao Jichun.. Development and thinking of facility planting from mechanization to intellectualization in China[J]. Journal of Chinese Agricultural Mechanization, 2022, 43(10): 78-85.

参考文献

［1］　
农业部关于促进设施农业发展的意见［EB/OL］. http://www.moa.gov.cn/nybgb/2008/dqq/201806/t20180611_6151611.htm, 2008-07-20.

［2］　
肖林刚, 宋兵伟, 曹新伟, 等. 新疆沙漠地区皮山县设施农业发展的SWOT分析及对策研究［J］. 中国农机化学报, 2021, 42(5): 139-147.

Xiao Lingang, Song Bingwei, Cao Xinwei, et al. Study on SWOT analysis and countermeasures for the development of facility agriculture in Pishan County in Xinjiang desert region ［J］. Journal of Chinese Agricultural Mechanization, 2021, 42(5): 139-147.

［3］　
彭澎, 梁龙, 李海龙, 等. 我国设施农业现状、问题与发展建议［J］. 北方园艺, 2019(5): 161-168.

Peng Peng, Liang Long, Li Hailong, et al. Status, deficiency and development suggestions of protected agriculture in China ［J］. Northern Horticulture, 2019(5): 161-168.

［4］　
贾文珅, 李孟楠, 李雨, 等. 物联网关键技术在设施农业中应用探讨［J］. 食品安全质量检测学报, 2016, 7(11): 4401-4407.

Jia Wenshen, Li Mengnan, Li Yu, et al. Application of key internet of thing technologies in facility agriculture ［J］. Journal of Food Safety & Quality, 2016, 7(11): 4401-4407.

［5］　
Symeonaki E G, Arvanitis K G, Piromalis D D. Current trends and challenges in the deployment of IoT technologies for climate smart facility agriculture ［J］. International Journal of Sustainable Agricultural Management and Informatics, 2019, 5(2-3): 181-200.

［6］　
Kohanbash D, Kantor G, Martin T, et al. Wireless sensor network design for monitoring and irrigation control: Usercentric hardware and software development ［J］. HortTechnology, 2013, 23(6): 725-734.

［7］　
王君, 杨丹. 温室环境控制方法研究进展［J］. 中国农机化学报, 2018, 39(8): 49-53.

Wang Jun, Yang Dan. Research progress on control methods of greenhouse environment ［J］. Journal of Chinese Agricultural Mechanization, 2018, 39(8): 49-53.

［8］　
张天恒, 刘小枫, 瞿宝华, 等. 基于ZigBee的温室大棚环境远程监控系统设计［J］. 重庆理工大学学报(自然科学), 2020, 34(6): 200-204.

Zhang Tianheng, Liu Xiaofeng, Qu Baohua, et al. Design on remote monitoring and control system for greenhouse based on ZigBee ［J］. Journal of Chongqing Institute of Technology, 2020, 34(6): 200-204.

［9］　
Shamshiri R R, Kalantari F, Ting K C, et al. Advances in greenhouse automation and controlled environment agriculture: A transition to plant factories and urban agriculture ［J］. International Journal of Agricultural and Biological Engineering, 2018, 11(1): 1-22.

［10］　
杨征鹤, 杨会民, 喻晨, 等. 设施蔬菜自动对靶喷药技术研究现状与分析［J］. 新疆农业科学, 2021, 58(8): 1547-1557.

Yang Zhenghe, Yang Huimin, Yu Chen, et al. Research status and analysis of automatic target spraying technology for facility vegetables ［J］. Xinjiang Agricultural Sciences, 2021, 58(8): 1547-1557.

［11］　
Nugroho A P, Fadilah M, Wiratmoko A, et al. Implementation of crop growth monitoring system based on depth perception using stereo camera in plant factory ［J］. IOP Conference Series Earth and Environmental Science, 2020, 542: 012068.

［12］　
王建平, 杨宗晔. 温室兰花生长状态监测移动视觉机器人的研究［J］. 中国农机化学报, 2016, 37(10): 185-194, 253.

Wang Jianping, Yang Zongye. Research of mobile visual robot for orchid growth state monitoring in greenhouse ［J］. Journal of Chinese Agricultural Mechanization, 2016, 37(10): 185-194, 253.

［13］　
Katsoulas N, Sapounas A, Zwart F D, et al. Reducing ventilation requirements in semiclosed greenhouses increases water use efficiency［J］. Agricultural Water Management, 2015, 156: 90-99.

［14］　
柴孟江, 张熙烨, 潘敏睿, 等. 温室智能大棚与精准灌溉物联网调控系统［J］. 北方园艺, 2021(12): 147-154.

Chai Mengjiang, Zhang Xiye, Pan Minrui, et al. Intelligent greenhouse and precise management Internet of Things regulation system ［J］. Northern Horticulture, 2021(12): 147-154.

［15］　
Kim K Y, Huh J H, Ko H J. Research on crop growing factory: Focusing on lighting and environmental control with technological proposal ［J］. Energies, 2021, 14(9): 2624-2624.

［16］　
杜岳峰, 傅生辉, 毛恩荣, 等. 农业机械智能化设计技术发展现状与展望［J］. 农业机械学报, 2019, 50(9): 1-17.

Du Yuefeng, Fu Shenghui, Mao Enrong, et al. Development situation and prospects of intelligent design for agricultural machinery ［J］. Transactions of the Chinese Society for Agricultural Machinery, 2019, 50(9): 1-17.

［17］　
Posadas B C. Socioeconomic determinants of the level of mechanization of nurseries and greenhouses in the southern United States ［J］. AIMS Agriculture and Food, 2018, 3(3): 229-245.

［18］　
Hayashi S, Yamamoto S, Saito S, et al. Automation technologies for strawberry harvesting and packing operations in Japan ［J］. Journal of Berry Research, 2014, 4(1): 19-27.

［19］　
Shivaji B. Deliberation on design strategies of automatic harvesting systems: A survey ［J］. Robotics, 2015, 4(2): 194-222.

［20］　
Khadatkar A, Mehta C R, Sawant C P. Application of robotics in changing the future of agriculture ［J］. Journal of Ecofriendly Agriculture, 2022, 17(1): 48-51.

［21］　
张姚, 曹凯, 鲍恩财, 等. 江苏省园艺设施发展现状与趋势［J］. 中国农学通报, 2021, 37(30): 47-52.

Zhang Yao, Cao Kai, Bao Encai, et al. The status and development trend of horticultural facilities in Jiangsu Province ［J］. Chinese Agricultural Science Bulletin, 2021, 37(30): 47-52.

［22］　
王皓. 东北地区设施园艺产业发展研究［D］. 长春: 吉林农业大学, 2020.

Wang Hao. Research on development of protected horticulture industry in Northeast China ［D］. Changchun: Jilin Agricultural University, 2020.

［23］　
朱淑娟, 孙涛, 王方琳, 等. 甘肃河西地区发展戈壁农业的现实依据和实现途径［J］. 安徽农业科学, 2021, 49(6): 240-243, 246.

Zhu Shujuan, Sun Tao, Wang Fanglin, et al. The realistic basis and way of developing gobi agriculture in Hexi Area of Gansu Province ［J］. Journal of Anhui Agricultural Sciences, 2021, 49(6): 240-243, 246.

［24］　
李中华, 李玉荣, 丁小明, 等. 设施农业生产信息化发展重点研究［J］. 中国农机化学报, 2016, 37(3): 225-229.

Li Zhonghua, Li Yurong, Ding Xiaoming, et al. Research on the development emphases of informationization in facility agricultural production ［J］. Journal of Chinese Agricultural Mechanization, 2016, 37(3): 225-229.

［25］　
汪懋华. 工厂化农业的发展与工程科技创新［C］. 发展中的中国工厂化农业—工厂化农业可持续发展研讨会论文集［A］. 北京: 北京出版社, 2000.

［26］　
李中华, 孙少磊, 丁小明, 等. 我国设施园艺机械化水平现状与评价研究［J］. 新疆农业科学, 2014, 51(6): 1143-1148.

Li Zhonghua, Sun Shaolei, Ding Xiaoming, et al. Research on the present situation and evaluation of protected horticulture mechanization level in China ［J］. Xinjiang Agricultural Sciences, 2014, 51(6): 1143-1148.

［27］　
蒲宝山, 郑回勇, 黄语燕, 等. 我国温室农业设施装备技术发展现状及建议［J］. 江苏农业科学, 2019, 47(14): 13-18.

［28］　
於锋, 马立新, 孙志远. 江苏省设施蔬菜机械化分析研究［J］. 中国农机化学报, 2016, 37(10): 86-90.

Yu Feng, Ma Lixin, Sun Zhiyuan. Study on the facility vegetable mechanization in Jiangsu Province ［J］. Journal of Chinese Agricultural Mechanization, 2016, 37(10): 86-90.

［29］　
2020年全国农业机械化发展统计公报［EB/OL］. http: //www.njhs.moa.gov.cn/nyjxhqk/202109/t20210908_6376013.htm, 2021-09-08.

［30］　
郭威, 吴华瑞, 朱华吉. 设施温室影像采集与环境监测机器人系统设计及应用［J］. 智慧农业(中英文), 2020, 2(3): 48-60.

Guo Wei, Wu Huarui, Zhu Huaji. Design and application of facility greenhouse image collecting and environmental data monitoring robot system ［J］. Smart Agriculture, 2020, 2(3): 48-60.

［31］　
王鹏, 耿长兴, 王蓬勃. 设施农业喷雾机器人的组合视觉导航方法［J］. 江苏大学学报(自然科学版), 2019, 40(3): 307-312.

Wang Peng, Geng Changxing, Wang Pengbo. Visual navigation method of agrospraying robot based on navigation line and QR code combination ［J］. Journal of Jiangsu University (Natural Science Edition), 2019, 40(3): 307-312.

［32］　
陈昕, 华超, 朱银龙, 等. 水果采摘机器人末端执行器的研究进展［J］. 林业机械与木工设备, 2020, 48(9): 4-10.

Chen Xin, Hua Chao, Zhu Yinlong, et al. Research progress in fruit picking robot end effectors ［J］. Forestry Machinery & Woodworking Equipment, 2020, 48(9): 4-10.

［33］　
毛罕平, 晋春, 陈勇. 温室环境控制方法研究进展分析与展望［J］. 农业机械学报, 2018, 49(2): 1-13.

Mao Hanping, Jin Chun, Chen Yong. Research progress and prospect on control methods of greenhouse environment ［J］. Transactions of the Chinese Society for Agricultural Machinery, 2018, 49(2): 1-13.

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