
Chinese Journal OF Rice Science >
Effects of UAV Flight Speed and Reduced Application of Nitrogen Fertilizers and Pesticides on Yield Formation and Energy Efficiency in Machine-transplanted Rice
Received date: 2025-08-18
Revised date: 2025-12-12
Online published: 2026-05-13
【Objective】To determine the effects of efficient, reduced-input pesticide and nitrogen (N) fertilizer application via unmanned aerial vehicles (UAVs) on the yield formation and energy efficiency of machine-transplanted rice. This study proposes an optimal model for adapting reduced N fertilizer and pesticide inputs to UAV operational efficiency, providing a theoretical foundation and practical basis for integrated UAV fertilizer and pesticide application systems. 【Methods】A randomized block design was used with two drone flight speeds and four fertilizer-pesticide reduction treatments. Two drone speeds were set: 5.0 m/s (F1) and 5.5 m/s (F2). Four treatments with proportionally reduced N fertilizer and pesticide application were established: conventional application rate (N1), 10% reduction (N2), 20% reduction (N3), and 30% reduction (N4). Manual conventional application (CK1) and no application (CK2) served as controls. The study examined the effects of UAV flight speed and combined reduction treatments on machine-transplanted rice yield, plant population quality, and energy efficiency, while exploring the relationship between yield formation and energy efficiency under the UAV-based integrated fertilizer and pesticide application model. 【Results】Compared with the CK1 treatment, the F1N1, F2N1, F1N2, and F2N2 treatments increased yields by 1.22%-1.96%, with no significant yield differences among treatments and disease control efficacy exceeding 84% in all cases. Notably, under 10% reduced fertilizer and pesticide application, treatments F1N2 and F2N2 exhibited increases of 1.73%-13.24% in both dry matter transport volume and rate, as well as N transport volume and rate. N partial factor productivity, N uptake efficiency, and N harvest index increased by 12.48%-12.89%, 17.84%-18.75%, and 1.86%-2.30%, respectively. Energy output, net energy and energy utilisation efficiency increased by 0.54%-0.66%, 0.98%-1.11%, and 5.47%-5.52%, respectively. Under identical fertilizer-pesticide regimes, a 10% increase in drone flight speed raised electricity consumption by 5.19%-10.11%. However, reduced labor hours offset electricity costs, yielding the highest net profit of 8,848.94 yuan/hm2 under the F2N2 treatment. This demonstrates that a 10% increase in UAV speed combined with a 10% reduction in N fertilizer and pesticide application (F2N2 treatment) enhances operational efficiency and reduces production costs (labor) while maintaining net profit. This achieves cost savings and efficiency gains, representing the optimal production model for N fertilizer and pesticide reduction adapted to UAV operational efficiency in this trial. 【Conclusion】The 10% drone speed increase coupled with 10% integrated N fertiliser and pesticide reduction drives synergistic optimization of yield, ecology, and energy efficiency in machine-transplanted rice through an optimised compensation mechanism. This achieves unified synergies of fertilizer and pesticide savings alongside high yields and efficiency, providing theoretical and technical support for fully mechanised green rice production.
Key words: rice; UAV; flight rate; N fertilizer; pesticide; production energy efficiency
CHEN Xuefang, CAO Yun, TANG Jingsha, HUANG Xinghai, HE Ziting, WANG Lanpeng, LI Ruijie, LU Tao, SUN Yuanyuan, LIAO Qin, WANG Zhonglin, YANG Zhiyuan, MA Jun, SUN Yongjian . Effects of UAV Flight Speed and Reduced Application of Nitrogen Fertilizers and Pesticides on Yield Formation and Energy Efficiency in Machine-transplanted Rice[J]. Chinese Journal OF Rice Science, 2026 , 40(3) : 386 -402 . DOI: 10.16819/j.1001-7216.2026.250804
| [1] | 宋开付, 张广斌, 徐华, 马静. 中国再生稻种植的影响因素及可持续性研究进展[J]. 土壤学报, 2020, 57(6): 1365-1377. |
| Song K F, Zhang G B, Xu H, Ma J. A review of research on influencing factors and sustainability of ratoon rice cultivation in China[J]. Acta Pedologica Sinica, 2020, 57(6): 1365-1377. (in Chinese with English abstract) | |
| [2] | Liu Q, Wu T Y, Pu L, SUN J. Comparison of fertilizer use efficiency in grain production between developing countries and developed countries[J]. Journal of the Science of Food and Agriculture, 2022, 102(6): 2404-2412. |
| [3] | Yadav K, Kumar M, Gulaiya S, Singh N, Singh S, Salar A, Joshi M, Pal S S, Singh P P. Adverse impacts of lodging and strategies for management in cereal crops: A comprehensive review[J]. Plant Archives, 2024, 24(2): 495-503. |
| [4] | 张小祥, 邵士梅, 赵步洪, 张耗, 季红娟, 肖宁, 潘存红, 李育红, 吴云雨, 蔡跃, 刘建菊, 吉春明, 张秀琴, 刘广青, 周长海, 黄年生, 李爱宏. 氮肥减施模式对不同穗型迟熟中粳水稻产量及氮素吸收利用的影响[J]. 中国水稻科学, 2022, 36(3): 278-294. |
| Zhang X X, Shao S M, Zhao B H, Zhang H, Ji H J, Xiao N, Pan C H, Li Y H, Wu Y Y, Cai Y, Liu J J, Ji C M, Zhang X Q, Liu G Q, Zhou C H, Huang N S, Li A H. Effects of nitrogen reduction model on yield and nitrogen absorption and utilization of late-maturing mid-japonica rice with different panicle types[J]. Chinese Journal of Rice Science, 2022, 36(3): 278-294. (in Chinese with English abstract) | |
| [5] | 罗颖菡, 李波, 孙永健, 郭长春, 邢梦文, 李飞杰, 刘芳艳, 杨志远, 徐富贤, 马均. 氮肥后移对杂交籼稻产量及不同粒位稻米垩白与食味品质的影响[J]. 中国稻米, 2021, 27(5): 54-58, 63. |
| Luo Y H, Li B, Sun Y J, Guo C C, Xing M W, Li F J, Liu F Y, Yang Z Y, Xu F X, Ma J. Effects of postponing nitrogen topdressing on yield, chalkiness in different grain positions and tasting quality of hybrid indica rice[J]. China Rice, 2021, 27(5): 54-58, 63. (in Chinese with English abstract) | |
| [6] | 刘秋蒙, 刘静文, 张满, 舒晨晖, 季雅岚, 吴文革, 束维正, 任兰天. 缓控释肥料对水稻产量、品质及土壤微生物多样性的影响[J]. 江苏农业科学, 2024, 52(9): 136-142. |
| Liu Q M, Liu J W, Zhang M, Shu C H, Ji Y L, Wu W G, Shu W Z, Ren L T. Impacts of slow and controlled release fertilizers on yield, quality and soil microbial diversity of rice[J]. Jiangsu Agricultural Sciences, 2024, 52(9): 136-142. (in Chinese with English abstract) | |
| [7] | 杨标. 氮肥减施对稻米食味品质和淀粉理化特性的作用效应研究[D]. 扬州: 扬州大学, 2022. |
| Yang B. Effects of nitrogen reduction on eating quality and starch physicochemical properties of rice[D]. Yangzhou: Yangzhou University, 2022. (in Chinese with English abstract) | |
| [8] | 金书秦, 张惠, 付饶, 刘静. 化肥零增长行动实施状况中期评估[J]. 环境保护, 2019, 47(2): 39-43. |
| Jin S, Zhang H, Fu R, Liu J. Mid-term evaluation on the implementation of zero growth action of chemical fertilizers[J]. Environmental Protection, 2019, 47(2): 39-43. (in Chinese with English abstract) | |
| [9] | 张舒, 赵华, 吕亮, 常向前, 杨小林, 杨利, 卢殿友, 陈明学. 不同化肥农药减施组合对水稻主要病虫害发生及产量的影响[J]. 华中农业大学学报, 2020, 39(6): 1-7. |
| Zhang S, Zhao H, Lü L, Chang X Q, Yang X L, Yang L, Lu D Y, Chen M X. Effects of reduction combinations of fertilizer and pesticide on incidence of main pests and diseases and yield in rice[J]. Journal of Huazhong Agricultural University, 2020, 39(6): 1-7. (in Chinese with English abstract) | |
| [10] | 李伟. 我国人口负增长趋势及应对策略[J]. 中国发展观察, 2024(S1): 6-9. |
| Li W. Trends of negative population growth in China and countermeasures[J]. China Development Observation, 2024(S1): 6-9. (in Chinese with English abstract) | |
| [11] | 娄尚易, 薛新宇, 顾伟, 崔龙飞, 周晴晴, 王昕. 农用植保无人机的研究现状及趋势[J]. 农机化研究, 2017, 39(12): 1-6, 31. |
| Lou S Y, Xue X Y, Gu W, Cui L F, Zhou Q Q, Wang X. Current status and trends of agricultural plant protection unmanned aerial vehicle[J]. Journal of Agricultural Mechanization Research, 2017, 39(12): 1-6, 31. (in Chinese with English abstract) | |
| [12] | 童纪氚, 戎雪利, 任萍, 褚光, 王丹英. 水稻无人机直播产量、效益分析及技术要点[J]. 中国稻米, 2024, 30(1): 98-100, 107. |
| Tong J C, Rong X L, Ren P, Chu G, Wang D Y. Yield and benefit analysis of rice drone direct seeding and its technical points[J]. China Rice, 2024, 30(1): 98-100, 107. (in Chinese with English abstract) | |
| [13] | 彭志清, 柏超, 宁国云. 基于农药减量下植保无人机施药对水稻病虫害防效的影响[J]. 中国稻米, 2019, 25(2): 106-107, 110. |
| Peng Z Q, Bai C, Ning G Y. Effects of applying plant protection UAV on rice pests and diseases based on pesticide reduction[J]. China Rice, 2019, 25(2): 106-107, 110. [ | |
| [14] | 朱赞彬, 黄钰琪, 龚守富. 无人机作业参数对小麦喷雾效果的分析及试验[J]. 农机化研究, 2023, 45(5): 186-190. |
| Zhu Z B, Huang Y Q, Gong S F. Analysis and experiment on the effect of UAV operating parameters on wheat spraying[J]. Journal of Agricultural Mechanization Research, 2023, 45(5): 186-190. (in Chinese with English abstract) | |
| [15] | 臧禹, 谷秀艳, 林树青, 资乐, 李长龙, 陈其龙, 臧英. 植保无人机作业方式对玉米螟防治的雾滴沉积和防治效果影响[J]. 华中农业大学学报, 2024, 43(6): 325-332. |
| Zang Y, Gu X Y, Lin S Q, Zi L, Li C L, Chen Q L, Zang Y. Effects of mode of operating agricultural unmanned aerial vehicles on deposition of droplet and prevention and control of corn borer[J]. Journal of Huazhong Agricultural University, 2024, 43(6): 325-332. (in Chinese with English abstract) | |
| [16] | 陈盛德, 兰玉彬, 李继宇, 周志艳, 金济, 刘爱民. 小型无人直升机喷雾参数对杂交水稻冠层雾滴沉积分布的影响[J]. 农业工程学报, 2016, 32(17): 40-46. |
| Chen S D, Lan Y B, Li J Y, Zhou Z Y, Jin J, Liu A M. Effect of spray parameters of small unmanned helicopter on distribution regularity of droplet deposition in hybrid rice canopy[J]. Transactions of the Chinese Society of Agricultural Engineering, 2016, 32(17): 40-46. (in Chinese with English abstract) | |
| [17] | 周圆, 沈云鹏, 段志平, 李月帅, 张卫峰. 肥料物理性质对无人机撒肥均匀性的影响[J]. 中国农业大学学报, 2024, 29(12): 57-71. |
| Zhou Y, Shen Y P, Duan Z P, Li Y S, Zhang W F. Effects of physical properties of fertilizer on the uniformity of UAV fertilization[J]. Journal of China Agricultural University, 2024, 29(12): 57-71. (in Chinese with English abstract) | |
| [18] | 方铁飞, 姚晓明, 周宇杰. 植保无人机不同喷液量对抗性二化螟防治效果的影响[J]. 浙江农业科学, 2024, 65(7): 1663-1666. |
| Fang T F, Yao X M, Zhou Y J. Effect of different spray amounts of plant protection drones on the control effect of the Chilo suppressalis[J]. Journal of Zhejiang Agricultural Sciences, 2024, 65(7): 1663-1666. (in Chinese with English abstract) | |
| [19] | 杨行洲, 乐秀虎. 植保无人机喷洒技术在不同作物中的适应性与优化策略[J]. 中国农机装备, 2024, 42(12): 77-79. |
| Yang X Z, Le X H. Adaptability and optimization strategy for spray application of UAV in different crops[J]. China Agricultural Machinery Equipment, 2024, 42(12): 77-79. (in Chinese with English abstract) | |
| [20] | 姚熔薇. 不同杀菌剂对水稻纹枯病防效筛选试验[J]. 现代化农业, 2022(5): 18-19. |
| Yao R W. Screening test of control effect of different fungicides on rice sheath blight[J]. Modernizing Agriculture, 2022(5): 18-19. (in Chinese) | |
| [21] | 唐春生, 高家樟, 曹国平, 黄守行, 刘二明, 刘承龙. 稻曲病病情分级标准的研究和应用[J]. 植物保护, 2001, 27(1): 18-21. |
| Tang C S, Gao J Z, Cao G P, Huang S X, Liu E M, Liu C L. Studies on the grading standard of rice false smut disease[J]. Plant Protection, 2001, 27(1): 18-21. (in Chinese with English abstract) | |
| [22] | 杨永刚, 袁晓娟, 曹云, 陈雪芳, 尹慧来, 王志强, 文艳芳, 杨志远, 孙园园, 贾现文, 马均, 孙永健. 品种和播种量互作对机械旱直播水稻与杂草养分竞争的影响[J]. 中国水稻科学, 2024, 38(2): 185-197. |
| Yang Y G, Yuan X J, Cao Y, Chen X F, Yin H L, Wang Z Q, Wen Y F, Yang Z Y, Sun Y Y, Jia X W, Ma J, Sun Y J. Effects of variety and seeding rate interaction on nutrient competition between mechanized dry direct seeded rice and weeds[J]. Chinese Journal of Rice Science, 2024, 38(2): 185-197. (in Chinese with English abstract) | |
| [23] | 刘风, 石爱龙, 祝海竣, 段玉婷, 关常铮, 罗龙欣, 彭涛, 王学华. 施氮量与肥料配比对水稻群体生长和产量的影响[J]. 杂交水稻, 2024, 39(3): 117-126. |
| Liu F, Shi A L, Zhu H J, Duan Y T, Guan C Z, Luo L X, Peng T, Wang X H. Effects of nitrogen application rate and fertilizer ratio on population growth and yield of rice[J]. Hybrid Rice, 2024, 39(3): 117-126. (in Chinese with English abstract) | |
| [24] | Cheng Q Y, Li L Y, Liao Q, Fu H, Nie J X, Luo Y H, Wang Z L, Yin H L, Shu C H, Chen Z K, Sun Y J, Ma J, Li N, Yang Z Y. Is scale production more advantageous than smallholders for Chinese rice production?[J]. Energy, 2023, 283: 128753-128765. |
| [25] | 朱岳梅. 种子包衣对淹水直播杂交稻产量、能量利用和经济效益的影响[D]. 温江: 四川农业大学, 2023. |
| ZHU Y M. Effects of seed coating on yield, energy useand economic benefits of flooded direct seeding hybrid rice[D]. Wenjiang: Sichuan Agricultural University, 2023. (in Chinese with English abstract) | |
| [26] | Ozkan B. Energy input-output analysis in tiurksh agriculture[J]. Energy, 2017, 32(2): 145-155. |
| [27] | 董洋阳, 贾晴晴, 朱新春, 刘章生, 王雅凤. 施氮量对机穴播水稻产量及其构成因素的影响[J]. 中国稻米, 2018, 24(3): 105-107. |
| Dong Y Y, Jia Q Q, Zhu X C, Liu Z S, Wang Y F. Effects of nitrogen application rate on yield and yield components of mechanical-dibbling rice[J]. China Rice, 2018, 24(3): 105-107. (in Chinese with English abstract) | |
| [28] | 顾汉柱, 王琛, 吴昊, 张瑛, 肖治林, 景文疆, 张耗. 减氮方式对不同穗型粳稻产量和品质的影响[J]. 作物研究, 2023, 37(5): 448-460. |
| Gu H Z, Wang C, Wu H, Zhang Y, Xiao Z L, Jing W J, Zhang H. Effects of nitrogen reduction on yield and quality of Japonica rice with different panicle type[J]. Crop Research, 2023, 37(5): 448-460. (in Chinese with English abstract) | |
| [29] | 徐文波. 减量施氮对优质杂交籼稻产量形成及品质的影响[D]. 贵阳: 贵州大学, 2021. |
| Xu W B. Effect of reduced nitrogen application on yield formation and quality of high-quality indica hybrid rice[D]. Guiyang: Guizhou University, 2021. (in Chinese with English abstract) | |
| [30] | 胡明明, 李志欣, 丁峰, 陈凯瑞, 廖琴, 吴子牛, 熊莹, 付浩, 罗永恒, 陈宗奎, 杨志远, 孙永健, 马均. 不同水旱轮作模式下秸秆还田与精量减氮对水稻产量、氮素吸收利用及土壤氮含量的影响[J]. 植物营养与肥料学报, 2024, 30(8): 1500-1514. |
| Hu M M, Li Z X, Ding F, Chen K R, Liao Q, Wu Z N, Xiong Y, Fu H, Luo Y H, Chen Z K, Yang Z Y, Sun Y J, Ma J. Effects of straw returning and precise N reduction on rice yield, N uptake and utilization and soil N content under different paddy-upland rotation patterns[J]. Journal of Plant Nutrition and Fertilizers, 2024, 30(8): 1500-1514. (in Chinese with English abstract) | |
| [31] | 宋灿灿, 王国宾, 韩金钢, 兰玉彬, 王会征, 赵静. 农用无人机播撒装置与技术研究综述[J]. 农业机械学报, 2025, 56(1): 110-122. |
| Song C C, Wang G B, Han J G, Lan Y B, Wang H Z, Zhao J. Review of research progress on agricultural UAV spreading devices and technology[J]. Transactions of the Chinese Society for Agricultural Machinery, 2025, 56(1): 110-122. (in Chinese with English abstract) | |
| [32] | 任万军, 吴振元, 李蒙良, 雷小龙, 朱世林, 陈勇. 水稻无人机撒肥系统设计与试验[J]. 农业机械学报, 2021, 52(3): 88-98. |
| Ren W J, Wu Z Y, Li M L, Lei X L, Zhu S L, Chen Y. Design and experiment of UAV fertilization spreader system for rice[J]. Transactions of the Chinese Society for Agricultural Machinery, 2021, 52(3): 88-98. (in Chinese with English abstract) | |
| [33] | 吴振元. 无人机施肥装置的设计及在水稻穗肥上的应用与评价[D]. 雅安: 四川农业大学, 2020. |
| Wu Z Y. Design of UAV fertilization device and its application and evaluation on rice panicle fertilizer[D]. Yaan: Sichuan Agricultural University, 2020. (in Chinese with English abstract) | |
| [34] | 黄世文, 王玲, 陈惠哲, 王全永, 朱德锋. 氮肥施用量和施用方法对超级杂交稻纹枯病发生的影响[J]. 植物病理学报, 2009, 39(1): 104-109. |
| Huang S W, Wang L, Chen H Z, Wang Q Y, Zhu D F. Effect of nitrogen dosage and fertilization approach on the occurrence of sheath blight disease in super hybrid rice(SHR)[J]. Acta Phytopathologica Sinica, 2009, 39(1): 104-109. (in Chinese with English abstract) | |
| [35] | 任家琼. 2种助剂对水稻二化螟防治的减施增效作用[J]. 植物医学, 2022, 1(4): 60-65. |
| Ren J Q. Effects of two additives on reducing pesticide and increasing efficiency for control of rice stem borer[J]. Plant Health and Medicine, 2022, 1(4): 60-65. (in Chinese with English abstract) | |
| [36] | 陈秋玉, 黄影华, 张华杰, 周丽燕, 赵丽君, 张善炫, 夏丽莎, 洪瑞霞, 李艳大, 陈青春. 不同生育期水稻叶片SPAD值与氮素指标相关关系[J]. 湖北农业科学, 2020, 59(17): 19-24, 27. |
| Chen Q Y, Huang Y H, Zhang H J, Zhou L Y, Zhao L J, Zhang S X, Xia L S, Hong R X, Li Y D, Chen Q C. Correlation between SPAD value and nitrogen indicators in rice leaves at different growth stages[J]. Hubei Agricultural Sciences, 2020, 59(17): 19-24, 27. (in Chinese with English abstract) | |
| [37] | 刘磊, 宋娜娜, 齐晓丽, 崔克辉. 水稻根系特征与氮吸收利用效率关系的研究进展[J]. 作物杂志, 2022(1): 11-19. |
| Liu L, Song N N, Qi X L, Cui K H. Research advances on the relationship between root characteristics and nitrogen uptake and utilization efficiency in rice[J]. Crops, 2022(1): 11-19. (in Chinese with English abstract) | |
| [38] | 王坤庭, 陶钰, 邢志鹏, 冯源, 郭力, 赵欣怡, 缪孙静, 陈慧敏, 胡雅杰. 穗肥施氮量和结实期遮光对水稻产量和干物质积累特征的影响[J]. 江苏农业科学, 2022, 50(8): 105-110. |
| Wang K T, Tao Y, Xing Z P, Feng Y, Guo L, Zhao X Y, Miao S J, Chen H M, Hu Y J. Effects of panicle nitrogen fertilizer amount and shading during grain filling period on yield and dry matter accumulation characteristics of rice[J]. Jiangsu Agricultural Sciences, 2022, 50(8): 105-110. (in Chinese with English abstract) | |
| [39] | 王颖姮, 陈丽娟, 崔丽丽, 詹生威, 宋煜, 陈世安, 解振兴, 姜照伟, 吴方喜, 卓传营, 蔡秋华, 谢华安, 张建福. 施氮量对优质稻“福香占”光合特性、产量及品质的影响[J]. 中国水稻科学, 2023, 37(1): 89-101. |
| Wang Y H, Chen L J, Cui L L, Zhan S W, Song Y, Chen S A, Xie Z X, Jiang Z W, Wu F X, Zhuo C Y, Cai Q H, Xie H A, Zhang J F. Effects of nitrogen rate on photosynthesis, yield and grain quality of superior quality rice “Fuxiangzhan”[J]. Chinese Journal of Rice Science, 2023, 37(1): 89-101. (in Chinese with English abstract) | |
| [40] | 霍中洋, 杨雄, 张洪程, 葛梦婕, 马群, 李敏, 戴其根, 许轲, 魏海燕, 李国业, 朱聪聪, 王亚江, 颜希亭. 不同氮肥群体最高生产力水稻品种各器官的干物质和氮素的积累与转运[J]. 植物营养与肥料学报, 2012, 18(5): 1035-1045. |
| Huo Z Y, Yang X, Zhang H C, Ge M J, Ma Q, Li M, Dai Q G, Xu K, Wei H Y, Li G Y, Zhu C C, Wang Y J, Yan X T. Accumulation and translocation of dry matter and nitrogen nutrition in organs of rice cultivars with different productivity levels[J]. Plant Nutrition and Fertilizer Science, 2012, 18(5): 1035-1045. (in Chinese with English abstract) | |
| [41] | 孙永健, 孙园园, 蒋明金, 李应洪, 严奉君, 徐徽, 王海月, 马均. 施肥水平对不同氮效率水稻氮素利用特征及产量的影响[J]. 中国农业科学, 2016, 49(24): 4745-4756. |
| Sun Y J, Sun Y Y, Jiang M J, Li Y H, Yan F J, Xu H, Wang H Y, Ma J. Effects of fertilizer levels on nitrogen utilization characteristics and yield in rice cultivars with different nitrogen use efficiencies[J]. Scientia Agricultura Sinica, 2016, 49(24): 4745-4756. (in Chinese with English abstract) | |
| [42] | 马巍, 齐春艳, 刘亮, 刘晓亮, 郭晞明, 隋鹏举, 付胜, 侯立刚. 氮肥减量后移对超级稻吉粳88氮素利用效率及产量的影响[J]. 东北农业科学, 2016, 41(1): 23-27. |
| Ma W, Qi C Y, Liu L, Liu X L, Guo X M, Sui P J, Fu S, Hou L G. Effects of postponing and decreasing nitrogen application on nitrogen use efficiency and yield of super rice “Jijing 88”[J]. Journal of Northeast Agricultural Sciences, 2016, 41(1): 23-27. (in Chinese with English abstract) | |
| [43] | 刘洪涛, 陈同斌, 郑国砥, 高定, 雷梅. 有机肥与化肥的生产能耗、投入成本和环境效益比较分析: 以污泥堆肥生产有机肥为例[J]. 生态环境学报, 2010, 19(4): 1000-1003. |
| Liu H T, Chen T B, Zheng G D, Gao D, Lei M. Comparative analysis of organic and chemical fertilizer production energy consumption, input cost and environmental benefit: Sewage sludge composting as example[J]. Ecology and Environmental Sciences, 2010, 19(4): 1000-1003. (in Chinese with English abstract) | |
| [44] | Pishgar-KomLeh S H, Sefeedpari P, Rafiee S. Energy and economic analysis of rice production under different farm levels in Guilan Province of Iran[J]. Energy, 2011, 36(10): 5824-5831. |
| [45] | AghaAlikhani M, Kazemi-Poshtmasari H, Habibzadeh F. Energy use pattern in rice production: A case study from Mazandaran Province, Iran[J]. Energy Conversion and Management, 2013, 69: 157-162. |
| [46] | Yang Z Y, Zhu Y, Zhang J, Li Y D, Wang H Y, Ma J, Sun Y J, Fu H, Shu C H, Yin H L, Chen Z K, Li N. Comparison of energy use between fully mechanized and semi-mechanized rice production in Southwest China[J]. Energy, 2022, 24(5): 123270. |
| [47] | Yang Z Y, Zhu Y, Zhang J, Li Y D, Wang H Y, Ma J, Sun Y J, Fu H, Shu C H, Yin H L, Chen Z K, Li N. Unmanned aerial vehicle direct seeding or integrated mechanical transplanting, which will be the next step for mechanized rice production in China? : A comparison based on energy use efficiency and economic benefits[J]. Energy, 2023, 27(3): 127223. |
| [48] | Qi P, Wang Z Q, Wang C, Zhang J, Li Y D, Ma J, Sun Y J, Fu H, Shu C H, Yin H L, Chen Z K, Li N. Development of multifunctional unmanned aerial vehicles versus ground seeding and outplanting: What is more effective for improving the growth and quality of rice culture[J]. Frontiers in Plant Science, 2022, 13: 953753. |
| [49] | 李艳大, 叶春, 曹中盛, 孙滨峰, 舒时富, 陈立才. 无人机与人工喷施雾滴在水稻冠层内沉积特征及效益比较[J]. 中国水稻科学, 2021, 35(5): 513-518. |
| Li Y D, Ye C, Cao Z S, Sun B F, Shu S F, Chen L C. Comparison of droplet deposition characteristics in rice canopy and benefit between unmanned aerial vehicle spray and artificial spray[J]. Chinese Journal of Rice Science, 2021, 35(5): 513-518. (in Chinese with English abstract) |
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