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作物学报 ›› 2025, Vol. 51 ›› Issue (5): 1363-1377.doi: 10.3724/SP.J.1006.2025.42043

• 耕作栽培·生理生化 • 上一篇    下一篇

无人化旱直播水稻产量形成特征及其能量与经济效益研究

翁文安1(), 邢志鹏1, 胡群1, 魏海燕1, 廖萍1, 朱海滨1, 瞿济伟2, 李秀丽3, 刘桂云3, 高辉1, 张洪程1,*()   

  1. 1扬州大学水稻产业工程技术研究院 / 江苏省作物栽培生理重点实验室 / 江苏省粮食作物现代产业技术协同创新中心, 江苏扬州 225009
    2扬州大学机械工程学院 / 江苏省现代农机农艺融合技术工程中心, 江苏扬州 225009
    3大中农场集团有限公司农业科技研究所, 江苏盐城 224135
  • 收稿日期:2024-09-20 接受日期:2025-01-23 出版日期:2025-05-12 网络出版日期:2025-02-11
  • 通讯作者: *张洪程, E-mail: hczhang@yzu.edu.cn
  • 作者简介:E-mail: dx120220122@stu.yzu.edu.cn
  • 基金资助:
    江苏省重点研发计划项目(BE2022338);江苏省水稻产业技术体系项目(JATS [2023] 443);江苏省研究生科研与实践创新计划项目(KYCX23_3574)

Study on yield formation characteristics, energy and economic benefits of unmanned dry direct-seeding rice

WENG Wen-An1(), XING Zhi-Peng1, HU Qun1, WEI Hai-Yan1, LIAO Ping1, ZHU Hai-Bin1, QU Ji-Wei2, LI Xiu-Li3, LIU Gui-Yun3, GAO Hui1, ZHANG Hong-Cheng1,*()   

  1. 1Research institute of Rice Industrial Engineering Technology, Yangzhou University / Jiangsu Key Laboratory of Crop Cultivation and Physiology / Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Yangzhou 225009, Jiangsu, China
    2Collage of Mechanical Engineering / Jiangsu Engineering Center for Modern Agricultural Machinery and Agronomy Technology, Yangzhou University, Yangzhou 225009, Jiangsu, China
    3Agricultural Science and Technology Research Institute of Jiangsu Dazhong Farm Group Co., Ltd., Yancheng 224135, Jiangsu, China
  • Received:2024-09-20 Accepted:2025-01-23 Published:2025-05-12 Published online:2025-02-11
  • Contact: *E-mail: hczhang@yzu.edu.cn
  • Supported by:
    Key Research and Development Program of Jiangsu Province(BE2022338);Jiangsu Technical System of Rice Industry(JATS [2023] 443);Postgraduate Research & Practice Innovation Program of Jiangsu Province(KYCX23_3574)

摘要:

本研究旨在探讨无人化旱直播(unmanned dry direct-seeding, UDS)水稻的丰产形成规律, 分析稳产栽培的关键技术, 为无人化旱直播技术的规模化推广提供理论依据和技术支持。于2021—2023年, 以南粳5718为材料, 以无人化毯苗机插(unmanned carpet seedling machine transplanting, UMT)为对照, 在江苏省稻麦两熟制代表性地区大丰和泗洪开展了大面积丰产栽培试验, 系统研究了无人化旱直播水稻的生育期特征、分蘖特性、光合物质生产和产量形成规律, 分析其能量投入及经济效益。结果表明, 不同生态区无人化旱直播水稻的全生育期较对照缩短12~19 d, 全生育期有效积温减少226.1~329.3℃。与对照相比, 无人化旱直播通过提高主茎成穗比例, 利用主茎的生长优势可以提高水稻拔节期和抽穗期的叶面积指数, 从而提高播种到拔节阶段的群体生长率、群体净同化率以及拔节至抽穗阶段的群体光合势。然而, 较低的成穗率和群体颖花量以及干物质积累量的减少是导致减产的重要因素, 无人化旱直播水稻的产量平均降低了5.4%~5.9%。从能量投入和经济效益来看, 无人化旱直播水稻种植环节的机械化集成度较高, 耕播环节的机械能量投入减少43.8%, 能源投入减少27.8%, 总体能量投入减少了5.8%, 水稻生产成本降低了11.8%, 经济效益增加了3.4%。综上, 在生产上应当进一步优化无人化旱直播栽培质量, 在充分发挥主茎生长优势下, 重点调控优势蘖位分蘖的发生及最终成穗以满足无人化旱直播水稻壮主茎、攻足穗的生产目标。同时应当以合理增加生育中期的生长量为重点, 促进生育后期干物质的积累, 提高穗部生物量, 在大群体库容的前提下获得充足的籽粒灌浆物质, 以实现无人化旱直播水稻进一步增产。

关键词: 水稻, 无人化旱直播, 生育特征, 产量, 能量投入, 经济效益

Abstract:

This study investigated the yield formation characteristics of unmanned dry direct-seeding rice (UDS), analyzed key cultivation techniques for stable yield production, and provided theoretical foundations and technical support for the large-scale application of this technology. From 2021 to 2023, a high-yield cultivation experiment was conducted in representative rice-wheat double-cropping areas of Jiangsu Province, using Nanjing 5718 as the test material and unmanned carpet seedling machine transplanting (UMT) as the control. The study assessed growth period characteristics, tillering dynamics, photosynthetic matter production, yield performance, energy input, and economic benefits. The results showed that the full growth period of UDS in different ecological regions was shortened by 12-19 days compared to UMT, with the effective accumulated temperature in whole growth period decreasing by 226.1-329.3°C. Compared to UMT, UDS increased the proportion of main stem spikes, leveraging the growth advantage of the main stem to enhance the leaf area index during the jointing and heading stages. This improvement boosted the population growth rate and net assimilation rate from sowing to jointing, as well as the photosynthetic potential from jointing to heading. However, UDS exhibited a lower productive tiller percentage and total spikelet number, along with reduced dry matter accumulation, which were significant factors contributing to yield loss, resulting in a 5.4%-5.9% average yield reduction. From the perspective of energy input and economic benefits, UDS demonstrated higher mechanization efficiency. Mechanical energy input during the tillage and sowing phase was reduced by 43.8%, energy resource input decreased by 27.8%, and overall energy input was reduced by 5.8%. Additionally, UDS lowered rice production costs by 11.8% and increased economic benefits by 3.4%. To further enhance UDS yields, production practices should focus on optimizing cultivation quality by regulating the emergence of advantageous tillers and ensuring their final heading to achieve robust main stems and sufficient panicles. Moreover, efforts should be directed toward increasing growth during the mid-growth stages to promote dry matter accumulation during later stages, enhancing spike biomass, and ensuring adequate grain-filling materials under a large population capacity. These improvements are critical for achieving higher yields in UDS systems.

Key words: rice, unmanned dry direct-seeding, growth characteristics, grain yield, energy input, economic benefit

表1

水稻无人化种植机作业参数"

项目Item 参数Parameter
动力 Power (hp) ≥ 220
作业宽幅 Work breadth (cm) 350
旋耕深度 Depth of rotary tillage (cm) ≥ 18
播种行数 Number of rows planted 14
播种量 Seeding rate (kg hm-2)
播种方式Seeding method
22.5-450.0
条播 Drill seeding
排种轮型式 Type of seeding wheel 外槽轮式 Outer groove-wheel
排种器数量 Number of seeding apparatus 14
施肥行数 Number of rows fertilized 14
排肥器数量 Number of fertilizer apparatus 14
施肥量 Fertilizing amount (kg hm-2) 75-750
种沟深度 Depth of seed groove (cm) 1-3
覆土厚度 Thickness of soil cover (cm) 1-3
种带宽 Seed bandwidth (cm) 5
排水沟数量 Number of drainage ditch 1
排水沟宽度 Width of drainage ditch (cm) 25
排水沟深度 Depth of drainage ditch (cm) ≥ 20

图1

基于北斗卫星高精度定位的自动作业路径规划示意图 ABCD为手持打点定位器获取的经纬度坐标点, 输入导航系统进行路径规划。"

表2

试验地点土壤类型和基础理化性状"

地点
Area
土壤类型
Soil type
有机质
Organic matter
(g kg-1)
全氮
Total N
(g kg-1)
有效磷
Available P
(mg kg-1)
速效钾
Available K
(mg kg-1)
pH
大丰Dafeng 沙壤土Sandy loam soil 23.5 1.2 45.5 196.2 7.8
泗洪Sihong 黏壤土Clay loam soil 27.3 1.9 38.8 92.5 6.6

表3

试验处理田间操作流程"

处理Treatment 种植方式Planting mode
无人化旱直播
UDS
小麦秸秆全量粉碎, 使用WR240型水稻无人化种植机一次性完成秸秆还田、耕整地、施肥、旱直播播种、覆土、镇压和开沟, 行距25 cm, 播种量150 kg hm-2
Wheat straw was completely crushed, and the WR240 rice unmanned planting machine was used to complete the straw returning, tillage, fertilization, dry direct seeding, soil covering, suppression and ditching at one time. The row spacing was 25 cm and seeding rate was 150 kg hm-2.
无人化毯苗机插
UMT
小麦秸秆全量粉碎还田, 施肥后进行翻耕并耙田, 上水泡田24 h后水平整, 待土壤沉实后使用久富2ZG-6D (G61)智能插秧机栽插, 行株距30 cm×10 cm, 秧龄20 d, 每穴3-5苗。
Wheat straw was completely crushed, fertilization first and then plowing and harrowing the field. Mechanical leveling was carried out after 24 hours of soaking in water, and Jofae 2ZG-6D (G61) intelligent transplanter was used for planting after the soil was solidified. The row spacing was 30 cm×10 cm, the seedling age was 20 days, and 3-5 seedlings per hole.

表4

不同生态区高产栽培条件及目标产量"

地区
Area
处理
Treatment
控混肥配比
Fertilizer allocated
proportion
(N-P2O5-K2O)
施氮量
N fertilizer rate
(kg hm-2)
播种日期
Seeding date
(month/day)
目标产量
Target yield
(t hm-2)
大丰Dafeng UDS 30-7-13 300 06/10 10.5
UMT 30-7-13 300 05/18 10.5
泗洪Sihong UDS 26-10-15 270 06/18 9.8
UMT 26-10-15 270 05/28 9.8

图2

无人化水稻种植过程及关键生育期长势 处理同表3。"

图3

种植方式对水稻全生育期和全生育期有效积温的影响 大丰地区2021-2022数据引自文献[18]。"

图4

种植方式对水稻茎蘖动态和单株分蘖能力的影响 处理同表3。图中误差线为标准误差, 不同小写字母表示相同年份不同处理间在P < 0.05水平上差异显著。"

表5

种植方式对水稻主要生育时期茎蘖数、成穗率和主茎成穗比例的影响"

地点
Area
年份
Year
处理
Treatment
茎蘖数Tiller number (×104 hm-2) 成穗率
Productive tiller percentage (%)
主茎成穗比例Proportion of main stem spike
拔节期EL 抽穗期HE 成熟期MA
大丰Dafeng 2021 UDS 607.0 a 386.5 a 360.2 a 59.3 b 76.3 a
UMT 488.0 b 352.5 b 337.9 b 69.2 a 45.7 b
2022 UDS 632.5 a 412.5 a 380.0 a 60.1 b 72.1 a
UMT 511.5 b 384.5 b 356.6 b 69.7 a 42.4 b
泗洪Sihong 2021 UDS 547.8 a 398.4 a 390.9 a 71.4 a 63.5 a
UMT 486.4 b 369.1 a 353.4 b 72.7 a 37.4 b
2022 UDS 541.5 a 383.5 a 331.5 a 61.2 b 68.0 a
UMT 462.0 b 338.8 a 296.0 b 64.1 a 44.8 b

图5

种植方式对水稻主要生育时期叶面积指数的影响 处理同表3。缩写同表5。不同小写字母表示相同年份不同处理间在P < 005水平上差异显著。"

表6

种植方式对水稻群体光合势、群体生长率和群体净同化率的影响"

地区Area 年份
Year
处理Treatment 群体光合势
Photosynthetic potential
(m2 m-2 d-1)
群体生长率
Crop growth rate
(g m-2 d-1)
群体净同化率
Net assimilation rate
(g m-2 d-1)
播种期-拔节期
SE-EL
拔节期-抽穗期
EL-HE
抽穗期-
成熟期
HE-MA
播种期-拔节期
SE-EL
拔节期-抽穗期
EL-HE
抽穗期-
成熟期
HE-MA
播种期-拔节期
SE-EL
拔节期-抽穗期
EL-HE
抽穗期-
成熟期
HE-MA
大丰
Dafeng
2021 UDS 112.3 b 167.9 a 270.5 a 10.1 a 27.3 b 15.0 b 3.3 a 4.4 b 2.6 b
UMT 145.2 a 162.7 b 269.2 a 7.9 b 32.8 a 16.2 a 2.6 b 5.4 a 2.8 a
2022 UDS 97.9 b 183.0 a 269.2 b 10.5 a 22.6 b 14.8 b 3.5 a 3.8 b 2.7 a
UMT 126.2 a 160.5 b 281.2 a 8.8 b 26.7 a 16.3 a 3.0 b 4.5 a 2.8 a
泗洪
Sihong
2021 UDS 136.0 b 182.0 a 325.5 a 8.2 a 27.8 b 12.7 b 2.8 a 5.1 b 2.6 b
UMT 172.9 a 148.2 b 330.2 a 6.3 b 28.7 a 14.2 a 2.2 b 5.4 a 3.0 a
2022 UDS 126.2 b 189.4 a 312.7 b 8.6 a 24.1 b 14.1 a 2.9 a 4.3 b 2.8 b
UMT 154.2 a 162.5 b 326.6 a 6.4 b 26.7 a 14.6 a 2.2 b 5.0 a 2.9 a

表7

种植方式对水稻干物质积累特征的影响"

地区
Area
年份Year 处理
Treatment
播种期-拔节期
SE-EL
拔节期-抽穗期
EL-HE
抽穗期-成熟期
HE-MA
积累量Accumulation
(t hm-2)
比例
Ratio
(%)
积累量Accumulation
(t hm-2)
比例
Ratio
(%)
积累量Accumulation
(t hm-2)
比例
Ratio
(%)
大丰Dafeng 2021 UDS 5.73 a 26.20 a 7.92 a 36.21 a 8.23 b 37.59 b
UMT 5.87 a 25.73 a 7.86 a 34.50 b 9.07 a 39.77 a
2022 UDS 5.76 b 27.60 a 7.00 a 33.51 a 8.12 b 38.89 a
UMT 6.10 a 27.70 a 7.22 a 32.77 a 8.69 a 39.48 a
泗洪Sihong 2021 UDS 4.28 a 22.13 a 8.34 b 43.16 a 6.71 b 34.71 b
UMT 4.40 a 21.30 a 8.61 a 41.70 b 7.64 a 37.00 a
2022 UDS 3.95 a 20.94 a 7.72 a 40.89 a 7.21 b 38.17 a
UDS 4.07 a 20.68 a 7.75 a 39.37 a 7.87 a 39.95 a

图6

种植方式对水稻产量及其构成因素的影响 处理同表3。同列数据不同小写字母表示相同年份不同种植方式间在P < 0.05水平上差异显著。大丰地区2021-2022数据引自文献[18]。"

表8

不同种植方式下的能量投入和产出"

种植环节
Planting process
UDS UMT
耕整Tillage 柴油Diesel 4368.1
施肥Fertilizer application 柴油Diesel 283.5
肥料Fertilizer 22,162.3 22,162.3
种植Planting 柴油Diesel 2973.2 709.5
种子Seed 2205.0 992.3
灌溉Irrigation 2371.7 2821.2
植保Plant protection 电力Electricity 59.8 39.9
农药Pesticide 445.9 357.7
收获Harvest 柴油Diesel 3106.8 3106.8
机械投入Mechanical input 662.0 1179.0
劳动力投入Manpower input 324.0 411.6
合计Total 34,310.6 36,431.8
分类Classification 农资投入Agricultural materials input 27,184.8 26,333.5
机械投入Mechanical input 662.0 1179.0
能源投入Diesel and electricity input 6139.7 8507.7
劳动力投入Manpower input 324.0 411.6
产量产出Rice grain output 181,900.0 192,100.0
秸秆产出Straw output 137,375.0 140,250.0

表9

不同种植方式下水稻生产成本分析"

处理Treatment 农资
Agricultural materials
能源
Energy
耕种
Tillage and plant
管理Management 收获
Harvest
其他
Other
总成本
Total cost
UDS 7310.0 774.8 517.2 2000.0 1125.0 4500.0 16,227.0
UMT 6387.0 1074.5 2257.9 2000.0 1125.0 5550.0 18,394.4

表10

不同种植方式下水稻经济效益分析"

处理
Treatment
产量
Yield
(t hm-2)
产值
Production value
(yuan hm-2)
补贴
Subsidy
(yuan hm-2)
经济效益
Economic benefits (yuan hm-2)
投入产出比
Return on
investment
UDS 10.7 29,960.0 900.0 14,633.0 90.2
UMT 11.3 31,640.0 900.0 14,145.6 76.9

图7

水稻产量形成关键因子的相关性分析"

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