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The long-term nitrogen fertilizer management strategy based on straw return can improve the productivity of wheat-maize rotation system and reduce carbon emissions by increasing soil carbon and nitrogen sequestration 基于秸秆还田的长期氮肥管理策略可提高小麦-玉米轮作系统的生产力,并通过增加土壤碳氮固存减少碳排放
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-09-02 DOI: 10.1016/j.fcr.2024.109561
Ziyan Guo , Yang Liu , Xiangping Meng , Xueni Yang , Chi Ma , Huina Chai , Hui Li , Ruixia Ding , Khudayberdi Nazarov , Xudong Zhang , Qingfang Han

Problem

Facing the multiple objectives of increasing production, carbon sequestration, and nitrogen reduction in farmland, optimizing straw and nitrogen fertilizer management to achieve a balance between grain production and ecological safety in the wheat-maize rotation system has become increasingly critical and urgent.

Methods

This study conducted a five-year field experiment in the Guanzhong Plain of China from 2017 to 2021 to investigate the effects and synergistic regulatory mechanisms of straw disposal methods (straw return, no-straw return) and nitrogen application rates (0, 150, 225, 300 kg ha−1) during the maize season on soil greenhouse gas (GHG) emissions, crop yield, and soil organic carbon (SOC) and soil toatl nitrogen (STN) content.

Results

The results showed that under the scenario of no-straw return, fertilization increased soil nitrous oxide (N2O) emissions by 35.9–64.0 %, and annual total crop yield by 16.4–22.8 %; however, under the straw return scenario, the increase in soil N2O emissions due to fertilization decreased to 26.7–62.0 %, while the yield increase rose to 19.5–25.9 %. The interaction effect between straw return and nitrogen application was significant, with straw return boosting the contribution rate of nitrogen application to yield (2.2–4.4 %) and simultaneously reducing the contribution rate of nitrogen application to N2O emissions (3.0–27.5 %). The study also indicated that the yield-increasing effect of straw return continued to increase with the duration of straw return, with the contribution rate to yield reaching 9.9 % after three years of continuous straw return, while the contribution rate of nitrogen application to yield increased by an average of 3.0 % per year. This suggests that there is significant potential for coupling straw return with reduced nitrogen application. Straw return combined with nitrogen fertilizer increased SOC content by 7.9–40.1 % and 3.7–12.5 %, STN content by 1.0–22.8 % and 6.1–13.9 %, respectively, compared to sole nitrogen application and sole straw return. Pathway analysis indicated that straw return combined with nitrogen fertilizer mainly enhanced soil carbon-nitrogen sequestration, improved fertilizer utilization efficiency and crop nutrition levels, reduced net global warming potential (GWP) and greenhouse gas intensity (GHGI), and synergistically regulated to increase yield while reducing GHG emissions.

Conclusion

The study highlights that straw return lowers the threshold for nitrogen application levels, suggesting that regulating nitrogen application levels between 224 and 256 kg ha−1 during the maize season, and maintaining a nitrogen application level of 195 kg ha−1 during the wheat season, is beneficial for long-term stable production and emission reduction in the wheat-maize rotation system farmland.

问题面对农田增产、固碳和降氮的多重目标,优化秸秆和氮肥管理以实现小麦玉米轮作体系中粮食生产和生态安全的平衡变得日益关键和迫切。方法本研究于2017-2021年在中国关中平原开展了为期5年的田间试验,研究玉米季秸秆处理方式(秸秆还田、不还田)和氮肥施用量(0、150、225、300千克/公顷-1)对土壤温室气体(GHG)排放、作物产量、土壤有机碳(SOC)和土壤氮素(STN)含量的影响及协同调控机制。结果结果表明,在不秸秆还田的情况下,施肥使土壤一氧化二氮(N2O)排放量增加了35.9-64.0%,作物年总产量增加了16.4-22.8%;然而,在秸秆还田的情况下,施肥导致的土壤一氧化二氮排放量增幅降至26.7-62.0%,而产量增幅则升至19.5-25.9%。秸秆还田与施氮之间的交互效应显著,秸秆还田提高了施氮对产量的贡献率(2.2%-4.4%),同时降低了施氮对 N2O 排放的贡献率(3.0%-27.5%)。研究还表明,秸秆还田的增产效果随着秸秆还田时间的延长而不断增强,连续还田三年后,秸秆还田对产量的贡献率达到 9.9%,而施氮对产量的贡献率平均每年增加 3.0%。这表明,将秸秆还田与减少氮肥施用量结合起来有很大的潜力。与单独施氮和单独秸秆还田相比,秸秆还田与氮肥结合可使 SOC 含量分别增加 7.9-40.1 % 和 3.7-12.5 %,STN 含量分别增加 1.0-22.8 % 和 6.1-13.9 %。途径分析表明,秸秆还田与氮肥结合主要增强了土壤碳氮固存,提高了肥料利用效率和作物营养水平,降低了净全球升温潜能值(GWP)和温室气体强度(GHGI),协同调节增产的同时减少了温室气体排放。结论该研究强调,秸秆还田降低了氮肥施用量的临界值,表明在玉米种植季将氮肥施用量控制在每公顷 224 至 256 千克之间,并在小麦种植季保持每公顷 195 千克的氮肥施用量,有利于小麦-玉米轮作系统农田的长期稳产和减排。
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引用次数: 0
Greenhouse gas emissions during the rice season are reduced by a low soil C:N ratio using different upland-paddy rotation systems 采用不同的高地-水稻轮作系统,低土壤碳氮比可减少水稻季节的温室气体排放
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-09-01 DOI: 10.1016/j.fcr.2024.109562
Tao Wang , Chengyang Ji , Wei Zhou , Hong Chen , Yong Chen , Qi Liu , Tao Cao , Chunlian Jin , Wenwen Song , Fei Deng , Xiaolong Lei , Youfeng Tao , Shulan Fu , Wanjun Ren

Context

Upland-paddy rotation can improve multiple-cropping index and crop yields; however, the mechanisms underlying the effects of dry-season crop diversification on rice yields and greenhouse gas (GHG) emissions under multiple rotation systems remain unclear.

Objective

Here, we aimed to clarify the intrinsic mechanisms whereby rice yields and GHG emissions respond to the diversification of dry-season crops and lay a theoretical foundation for developing agronomic measures that can stabilize yields and reduce GHG emissions.

Methods

Using a positioning experimental site for upland-paddy rotation, we measured rice-season CH4 and N2O emissions, crop yields, GHG-emission intensity (GHGI) levels, soil physical and chemical properties in garlic–rice (GR), wheat–rice (WR) systems for 3 years (2019–2020, and 2022), and in a rapeseed–rice (RR) system for 1 year (2022). The soil microbial dynamics of the three systems were only tested in 2022.

Results

The WR system had the highest CO2 emission equivalent (CO2-eq), with a 3-year interval value of 1898.24–16794.30 kg·ha−1, the lowest yield (8490.10–9773.46 kg·ha−1), and the highest GHGI (0.22–1.83). The GR system had the highest rice yield (9718.91–10769.75 kg ha−1), a lower CO2-eq (1588.55–12567.51 kg·ha−1), and therefore a lower GHGI (0.16–1.24). The RR system had the lowest GHGI in 2022 (benefiting from the lowest CO2-eq) and a slightly higher yield than that of the WR system. CH4 contributed to >88 % of the CO2-eq under the three systems in 2020 and 2022. The higher soil C:N ratio of the WR system stimulated methanogenic microorganisms, coupled with higher microbial biomass C levels, and ultimately increased CH4 emissions substantially. The soil C:N ratios of the GR and RR systems were significantly lower than that of the WR system because the soil total nitrogen (TN) of both systems was higher and increased CH4 emissions were avoided. The higher levels of N nutrients (TN, NO3--N, and NH4+-N) in the GR and RR systems also enhanced rice yields, with respective increases of 10.37 % and 1.22 %, compared with that of the WR system.

Conclusions

The diversified cultivation of dry-season crops in upland-paddy rotation systems affected rice yields and GHG emissions by changing the ratios of C and N.

Implications

Our findings highlight the importance of future research involving comprehensive agronomic measures to help reduce emissions, including fertilizer management, straw management, and tillage methods.

背景高地-水稻轮作可以提高多种作物指数和作物产量;然而,在多种轮作体系下,旱季作物多样化对水稻产量和温室气体(GHG)排放的影响机制仍不清楚。目的在此,我们旨在阐明水稻产量和 GHG 排放对旱季作物多样化的内在响应机制,为制定能够稳定产量和减少 GHG 排放的农艺措施奠定理论基础。方法利用高地-水稻轮作的定位实验场地,测量了大蒜-水稻(GR)、小麦-水稻(WR)系统3年(2019-2020年和2022年)以及油菜籽-水稻(RR)系统1年(2022年)的稻季CH4和N2O排放量、作物产量、温室气体排放强度(GHGI)水平、土壤理化性质。结果WR系统的二氧化碳排放当量(CO2-eq)最高,3年间隔值为1898.24-16794.30 kg-ha-1,产量最低(8490.10-9773.46 kg-ha-1),温室气体总指数(GHGI)最高(0.22-1.83)。GR 系统的水稻产量最高(9718.91-10769.75 千克/公顷-1),二氧化碳当量较低(1588.55-12567.51 千克/公顷-1),因此温室气体指数较低(0.16-1.24)。RR 系统在 2022 年的温室气体总指数最低(受益于最低的二氧化碳当量),产量略高于 WR 系统。2020 年和 2022 年,三种系统的二氧化碳当量中,CH4 占 88%。WR 系统较高的土壤 C:N 比率刺激了产甲烷微生物,加上较高的微生物生物量 C 水平,最终大幅增加了 CH4 排放。GR 和 RR 系统的土壤碳氮比明显低于 WR 系统,因为这两个系统的土壤全氮(TN)较高,避免了增加 CH4 排放。结论高地-水稻轮作系统中旱季作物的多样化种植通过改变碳和氮的比例影响了水稻产量和温室气体排放。
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引用次数: 0
Straw return under deep tillage increases grain yield in the rice-rotated wheat cropping system 深耕下的秸秆还田可提高稻麦轮作系统的粮食产量
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-31 DOI: 10.1016/j.fcr.2024.109559
Fanxuan Kong , Shifeng Hu , Rongrong Wang , Amiao Jiu , Zhengrong Kan , Haishui Yang , Jairo A. Palta , Feng-Min Li

Context

Straw return under rotary tillage has been used for two decades in the rice-rotated wheat cropping system in the lower Yangtze region of China, but it has become prone to reduce wheat emergence and yield in recent years, and alternative tillage methods are required to ensure the high wheat yields.

Aims

To determine whether straw return under deep tillage can improve wheat yield and under what mechanisms. We hypothesize that straw return under deep tillage can increase wheat seedling number by reducing rice stubble and straw coverage, and expand the nutrient pool and root system of the plow soil profile to keep post-anthesis viability for increasing wheat yield.

Methods

A field study was conducted during two consecutive years and included four treatments: rotary tillage after straw removal (RT); rotary tillage after straw return (RTS); shallow rotary tillage followed by straw mulch (STS) and deep tillage after straw return (DTS). Wheat seedling number, yield, aboveground nutrient uptake, growth period, root characteristics, and soil nutrients were measured.

Results

Compared to RT, seedling number under RTS and STS decreased by 8.3 % and 13.4 %, respectively, while DTS increased by 14.7 %. Wheat yield under RTS and STS decreased by 3.0 % and 7.3 %, respectively, while DTS increased by 8.2 %. The reduction in seedling number under RTS and STS would be partially offset in wheat yield by an increase in effective tiller number per plant and grain weight. Consequently, the variation in wheat yield among treatments was less than the variation in seedling number. Aboveground N and P accumulation in wheat under DTS were higher than the other treatments. Among four treatments, DTS had the highest root distribution and soil N and P contents in the middle and deep soil layers, thus prolonged grain filling duration. Wheat nutrient uptake at maturity and yield were significantly correlated with root weight density and root length density in both middle and deep soil layers.

Conclusions

Straw return under deep tillage can increase nutrient supply capacity and root distribution in deep soil while ensuring wheat emergence, enabling better filling of post-anthesis wheat and yield. It is therefore an effective alternative tillage method suitable for the rice-rotated wheat cropping system.

背景旋耕下秸秆还田在中国长江下游地区稻麦轮作体系中应用了二十年,但近年来容易造成小麦出苗率和产量的降低,需要替代耕作方法来确保小麦的高产。我们假设深耕下的秸秆还田可以通过减少稻茬和秸秆覆盖来增加小麦苗数,并扩大犁地土壤剖面的养分库和根系,以保持小麦的花后活力,从而提高小麦产量。方法连续两年进行了田间研究,包括四个处理:去除秸秆后旋耕(RT);秸秆还田后旋耕(RTS);秸秆覆盖后浅旋耕(STS)和秸秆还田后深耕(DTS)。结果与 RT 相比,RTS 和 STS 的苗数分别减少了 8.3 % 和 13.4 %,而 DTS 增加了 14.7 %。RTS和STS下的小麦产量分别减少了3.0%和7.3%,而DTS则增加了8.2%。每株有效分蘖数和粒重的增加部分抵消了 RTS 和 STS 导致的苗数减少。因此,不同处理间小麦产量的差异小于苗数的差异。在 DTS 处理下,小麦地上部氮和磷的积累高于其他处理。在四个处理中,DTS 的根系分布最广,土壤中层和深层的氮和磷含量最高,因此延长了籽粒灌浆期。小麦成熟期的养分吸收率和产量与中层和深层土壤的根重密度和根长密度显著相关。因此,这是一种适合稻麦轮作系统的有效替代耕作方法。
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引用次数: 0
Optimizing radiation capture in machine-harvested cotton: A functional-structural plant modelling approach to chemical vs. manual topping strategies 优化机采棉的辐射捕获:化学与人工打顶策略的植物功能结构建模方法
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-31 DOI: 10.1016/j.fcr.2024.109553
Shenghao Gu , Shuai Sun , Xuejiao Wang , Sen Wang , Mingfeng Yang , Jie Li , Paerhati Maimaiti , Wopke van der Werf , Jochem B. Evers , Lizhen Zhang

Topping and planting density are key agronomic management practices to optimize cotton plant structure for machine harvesting and light capture. However, modelling the effects of these practices on canopy light utilization in the field, in order to improve cotton management, remains challenging. Functional-structural plant modelling is a computational approach to explore the effects of agronomic practices on shaping plant architecture and thus light interception. This study, for the first time, utilizes the CottonXL model to quantify the significant impact of chemical topping compared to manual topping on radiation interception on machine-harvested cotton in China at different planting densities, providing new management strategies for cotton production. A more compact plant structure is shaped by chemical topping through inhibiting leaf expansion and shortening internodes of both the main stem and fruiting branches, thereby allowing more PAR interception by middle and lower leaves. Simulation results showed that the total PAR intercepted by the canopy over entire growth season was increased by 11.3 % under chemical topping compared to manual topping. This positive effect became even more pronounced with increasing plant density. These results indicate that chemical topping could be beneficial for optimizing canopy structure, enhancing light interception and lint yield, especially at higher plant densities. The results illustrate the importance of shaping plant structure for improving radiation resource capture and exemplify the potential of optimizing topping strategy and plant density to enhance crop performance. They also demonstrate the utility of a functional-structural plant model for guiding crop management.

打顶和种植密度是优化棉花植株结构以利于机采和光捕捉的关键农艺管理措施。然而,模拟这些方法对田间冠层光利用率的影响,以改善棉花管理,仍然具有挑战性。植物功能结构建模是一种计算方法,可用于探索农艺措施对塑造植物结构进而实现截光的影响。本研究首次利用 CottonXL 模型量化了在不同种植密度下,化学打顶与人工打顶对中国机采棉截获辐射的显著影响,为棉花生产提供了新的管理策略。化学打顶通过抑制叶片膨大、缩短主茎和结果枝节间,使中下部叶片截获更多 PAR,从而形成更紧凑的植株结构。模拟结果表明,与人工打顶相比,化学打顶使整个生长期冠层截获的总 PAR 增加了 11.3%。随着植株密度的增加,这种积极效果更加明显。这些结果表明,化学打顶有利于优化冠层结构、提高截光率和皮棉产量,尤其是在植株密度较高的情况下。这些结果说明了塑造植物结构对改善辐射资源捕获的重要性,并体现了优化打顶策略和植物密度以提高作物产量的潜力。这些结果还证明了植物功能结构模型在指导作物管理方面的实用性。
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引用次数: 0
Straw type and nitrogen-water management balance rice yield and methane emissions by regulating rhizosphere microenvironment 秸秆类型和氮水管理通过调节根圈微环境平衡水稻产量和甲烷排放
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-30 DOI: 10.1016/j.fcr.2024.109555
Jun Wang , Fan Ye , Yangbeibei Ji , Zhou Zhou , Xingyu Zhang , Yuanqing Nie , Li Qin , Yang Zhou , Yule Wang , Weilu Wang , Jianchang Yang , Yun Chen , Lijun Liu
<div><h3>Context or problem</h3><p>Straw incorporation improves soil fertility but also poses environmental challenges due to increasing methane (CH<sub>4</sub>) emissions in paddy fields. Whether nitrogen (N) and water management can balance rice yield and CH<sub>4</sub> emissions under different crop straw incorporation is still not well-documented.</p></div><div><h3>Objective</h3><p>A three-year field experiment was conducted to probe the comprehensive effects of N application ratios and irrigation regimes on rice yield, rhizosphere soil properties, and CH<sub>4</sub> emissions, along with the underlying mechanisms of CH<sub>4</sub> emission variations among different straw types.</p></div><div><h3>Methods</h3><p>A two-factor randomized block design was used with two <em>Japonica</em> rice cultivars as materials in 2020 and 2021. The straw incorporation treatment included no straw incorporation (NS), wheat straw incorporation (WS), and rape straw incorporation (RS). The N fertilizer application treatments included local farmers' fertilizer practice (LFP) and increasing basal fertilizer rate (IBF). Two irrigation practices, continuously-flooded irrigation (CF) and alternate wetting and drying irrigation (AWD), were designed under the WS and RS treatments in 2022.</p></div><div><h3>Results</h3><p>1) WS-IBF and RS-IBF enhanced yield by 6.70∼9.03 % and 8.13∼9.50 % compared to WS-LFP and RS-LFP, respectively. AWD further increased yield by 6.28∼7.76 % compared to CF. 2) WS-IBF and RS-IBF enhanced dissolved organic carbon (DOC) content, synchronously boosted the methanogens (<em>mcrA</em>) and methanotrophs (<em>pmoA</em>) abundances, but decreased the <em>pmoA/mcrA</em> ratio, which significantly promoted CH<sub>4</sub> emission flux in early growth stage. This resulted in a 5.04∼8.01 % and 4.60∼7.88 % increase in CH<sub>4</sub> emissions compared to WS-LFP and RS-LFP, respectively, but a decrease in yield-scaled CH<sub>4</sub> emissions. AWD reduced DOC content, facilitated the conversion of ammonium N to nitrate N, increased dissolved oxygen content, and hence decreased CH<sub>4</sub> emissions by 23.41∼24.38 % compared to CF. 3) RS significantly increased microbial biomass C, N, and related metabolites, leading to a 1.29∼2.73 % increase in yield compared to WS. Meanwhile, RS promoted <em>Nitrospira</em> abundance as well as pterin and flavonoid metabolites associated with <em>mcrA</em> inhibition, while decreasing <em>Anaeromyxobacter</em> abundance, ammonium N, and DOC content, resulting in an increase in the <em>pmoA</em>/<em>mcrA</em> ratio and a noticeable drop in CH<sub>4</sub> emissions compared to WS.</p></div><div><h3>Conclusions</h3><p>RS combined with IBF and AWD is a more sustainable integrated practice in light of the synergistic improvement in rice production and environmental benefits.</p></div><div><h3>Implications</h3><p>The results reveal that optimizing N and water management can synergize high-yield and low-carbon by regulatin
背景或问题秸秆掺入可提高土壤肥力,但也会因增加稻田甲烷(CH4)排放量而带来环境挑战。目的 通过为期三年的田间试验,探究氮肥施用比例和灌溉制度对水稻产量、根瘤层土壤特性和甲烷排放的综合影响,以及不同秸秆类型甲烷排放变化的内在机制。秸秆掺入处理包括不掺入秸秆(NS)、掺入小麦秸秆(WS)和掺入油菜秸秆(RS)。氮肥施用处理包括当地农民施肥法(LFP)和增加基肥施用量(IBF)。结果1)与WS-LFP和RS-LFP相比,WS-IBF和RS-IBF分别增产6.70∼9.03%和8.13∼9.50%。与 CF 相比,AWD 进一步增产 6.28∼7.76 %。2)WS-IBF 和 RS-IBF 提高了溶解有机碳(DOC)含量,同步提高了甲烷菌(mcrA)和甲烷养分菌(pmoA)丰度,但降低了 pmoA/mcrA 比值,显著促进了生长早期的 CH4 排放通量。因此,与 WS-LFP 和 RS-LFP 相比,CH4 排放量分别增加了 5.04%∼8.01%和 4.60%∼7.88%,但产量标度的 CH4 排放量却减少了。与 CF 相比,AWD 降低了 DOC 含量,促进了铵态氮向硝态氮的转化,增加了溶解氧含量,从而使 CH4 排放量减少了 23.41%∼24.38%。3) 与 WS 相比,RS 能明显增加微生物生物量 C、N 和相关代谢产物,使产量增加 1.29∼2.73%。同时,与 WS 相比,RS 提高了硝化细菌的丰度以及与 mcrA 抑制相关的蝶呤和类黄酮代谢物,同时降低了厌氧菌的丰度、铵 N 和 DOC 含量,从而提高了 pmoA/mcrA 比率,并明显降低了 CH4 排放量。结果表明,通过调节作物秸秆还田水稻生产中的根瘤菌微环境,优化氮水管理可实现高产与低碳的协同增效。
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引用次数: 0
Bed, ridge and planting configurations influence crop performance in field-transplanted hybrid potato crops 床、脊和种植配置对田间移栽杂交马铃薯作物生长性能的影响
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-30 DOI: 10.1016/j.fcr.2024.109556
Olivia C. Kacheyo , Kanthu J. Mhango , Michiel E. de Vries , Hannah M. Schneider , Paul C. Struik

Current cultivation practices for field transplanted potato crops grown from nursery-raised hybrid potato seedlings are mostly borrowed from the tuber-based conventional system. Most studies on field performance of field transplanted seedling crops have largely reported the use of ridged rows and in exceptional cases, the use of beds. It is therefore critical to assess the feasibility of the use of alternative ridge or bed systems for cultivation of field-transplanted nursery-raised potato seedlings considering the differences in physiological behaviour of crops grown from different starting materials. This study assessed the effects of six systems which included bed and ridge systems of different dimensions and planting configurations for field transplanted seedling crops. Field crop establishment, canopy growth and development as well as yield and yield components were assessed. In general, systems that boasted high plant densities resulted in faster canopy development and higher number of tubers and tuber yield. Bed systems (raised and flat beds; 8.0 plants m−2) therefore gave the highest numbers of tubers and tuber yield across all treatments. These systems also produced the most tubers in all tuber size classes resulting in the highest yields in all classes. Standard ridge systems (full- and half ridges; 0.75 m row distance), had the lowest plant populations (5.3 plants m−2) which resulted almost always in fewer tubers and lower yield. Other ridge systems (0.9-m and 0.5-m ridge systems), although having higher plant densities than the standard ridge systems (8.9 and 8.0 plants m−2, respectively) still performed poorer than the bed systems. The small and compact ridges in the 0.5-m ridge system and the compact arrangement of plants in the 0.9-m ridge system caused these effects. Conclusively, based on this study, productivity in field transplanting systems is highly influenced by plant density. Further, cultivation systems boasting higher planting densities should be recommended when the goal for production is to produce large quantities of seed tubers (> 35; ≤ 50 mm).

目前从苗圃培育的杂交马铃薯幼苗中种植的大田移栽马铃薯作物的栽培方法大多借鉴了以块茎为基础的传统系统。关于大田移栽秧苗作物田间表现的大多数研究报告大多采用脊行栽培,在特殊情况下也采用床栽培。因此,考虑到从不同起始材料培育的作物在生理行为上的差异,评估使用替代性脊行或苗床系统培育大田移栽育苗马铃薯幼苗的可行性至关重要。本研究评估了六种系统的效果,其中包括不同尺寸和种植配置的床系和脊系,用于大田移栽育苗作物。对大田作物的建立、冠层生长和发育以及产量和产量成分进行了评估。一般来说,植株密度高的系统冠层发育更快,块茎数量和块茎产量更高。因此,在所有处理中,床栽系统(高床和平床;8.0 株/米-2)的块茎数量和块茎产量最高。在所有块茎大小等级中,这些系统也生产了最多的块茎,因此在所有等级中产量最高。标准田埂系统(全埂和半埂;行距 0.75 米)的植株数量最少(5.3 株/米-2),因此块茎数量和产量几乎总是较低。其他田埂系统(0.9 米和 0.5 米田埂系统)的植株密度虽然比标准田埂系统高(分别为 8.9 株/米-2 和 8.0 株/米-2),但仍比床式田埂系统差。0.5 米山脊系统的山脊小而紧凑,0.9 米山脊系统的植物排列紧凑,这些都是造成上述影响的原因。总之,根据这项研究,大田移栽系统的生产率受植物密度的影响很大。此外,如果生产目标是生产大量块茎种子(> 35; ≤ 50 毫米),则应推荐采用种植密度更大的栽培系统。
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引用次数: 0
Identifying the key meteorological factors to marketable tuber rate of potato: A 5-year field experiment in North China 确定影响马铃薯块茎上市率的关键气象因素:华北地区为期 5 年的田间试验
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-30 DOI: 10.1016/j.fcr.2024.109554
Yang Li , Jing Wang , Peijuan Wang , Renwei Chen , Mingxia Huang , Qi Hu , Hong Yin , Jun Zhang , Jianzhao Tang

Context

Potato is one of the staple food crops in China. Optimized agronomic management could enhance potato yield, while the economic benefits of farmers depend on both the yield and marketable tuber rate (MTR) of potato. The key meteorological factors to the variation of MTR of potato and the relationship between potato yield and MTR remain unclear.

Objective

The study aims to explore the key meteorological factors to the variation of MTR of potato and the relationship between potato yield and MTR.

Methods

A 5-year (20172021) rainfed field experiment with 3-planting date and 3-cultivar maturity of potato was conducted to investigate the optimum combination of planting date and cultivar maturity for both high yield and MTR under different year types and the relationship between potato yield and MTR. The meteorological factors during three growth stages including planting to 10 d before the tuberization, the tuber formation period (10 d before the tuberization to 10 d after the tuber bulking), 10 d after the tuber bulking to maturity were used to identify the key meteorological factors to yield and MTR of potato.

Results

Throughout the experimental period, there were large variations in the fresh tuber yield and MTR of potato ranging between 4.827 t ha−1 and 061 %, respectively. Early- to middle planting of middle maturing cultivars under warm-wet years resulted in higher MTR, yield, and economic benefit compared to other combinations. Under warm-dry years, while early planting of early- to middle-maturing cultivars could achieve higher yield and MTR, farmers still suffer economic losses under most combinations of planting date and cultivar maturity. On the whole, there was a synergistical enhancement between yield and MTR of potato (R2=0.86, P<0.01). The precipitation and growing degree day (GDD) during tuber formation period (TF), precipitation before TF, and the interaction of precipitation and mean air temperature after TF could account for 77 % of the variations in total tuber yield while marketable tuber rate could be determined by the precipitation from planting to 10 d after the tuber bulking, the HDD during TF, and the interaction of precipitation and mean air temperature before TF (R2=0.79).

Conclusions:

Total tuber yield and MTR of potato could be synergistically enhanced by optimizing planting date and cultivar maturity. Compared with total tuber yield, MTR influences economic benefit of potato more significantly.

Implications:

These findings could serve as a valuable reference for determining the optimal planting date and cultivar maturity of potato under different hydrothermal year types to enhance the MTR, yield, and economic benefit of rainfed potato planting and provide an important implication on potato model improvement.

背景马铃薯是中国的主要粮食作物之一。优化农艺管理可以提高马铃薯产量,而农民的经济效益则取决于马铃薯的产量和块茎率(MTR)。本研究旨在探讨马铃薯块茎率变化的关键气象因子以及马铃薯产量与块茎率之间的关系。方法进行了为期5年(2017-2021年)的马铃薯3个播种期和3个品种成熟度的雨水灌溉田间试验,研究不同年型下马铃薯高产和块茎率的最佳播种期和品种成熟度组合以及马铃薯产量与块茎率之间的关系。结果在整个试验期间,马铃薯鲜茎产量和成熟度差异较大,分别为 4.827 吨/公顷和 061%。与其他组合相比,在温暖潮湿年份早中熟栽培品种的MTR、产量和经济效益都较高。在暖干年,早中熟栽培品种的早播可获得更高的产量和MTR,但在大多数播种期和栽培品种成熟度组合下,农民仍会遭受经济损失。总体而言,马铃薯的产量与成熟度之间存在协同增效作用(R2=0.86,P<0.01)。块茎形成期的降水量和生长度日、块茎形成期前的降水量以及块茎形成期后的降水量和平均气温的交互作用可占块茎总产量变化的 77%,而块茎的上市率可由播种至块茎膨大后 10 d 的降水量、块茎形成期的生长度日以及块茎形成期前的降水量和平均气温的交互作用决定(R2=0.结论:通过优化播种期和栽培品种成熟度可协同提高马铃薯块茎总产量和MTR。意义:这些研究结果可为确定不同水热年类型下马铃薯的最佳播种期和栽培品种成熟度提供有价值的参考,以提高雨养马铃薯种植的MTR、产量和经济效益,并对马铃薯模式改良具有重要意义。
{"title":"Identifying the key meteorological factors to marketable tuber rate of potato: A 5-year field experiment in North China","authors":"Yang Li ,&nbsp;Jing Wang ,&nbsp;Peijuan Wang ,&nbsp;Renwei Chen ,&nbsp;Mingxia Huang ,&nbsp;Qi Hu ,&nbsp;Hong Yin ,&nbsp;Jun Zhang ,&nbsp;Jianzhao Tang","doi":"10.1016/j.fcr.2024.109554","DOIUrl":"10.1016/j.fcr.2024.109554","url":null,"abstract":"<div><h3>Context</h3><p>Potato is one of the staple food crops in China. Optimized agronomic management could enhance potato yield, while the economic benefits of farmers depend on both the yield and marketable tuber rate (MTR) of potato. The key meteorological factors to the variation of MTR of potato and the relationship between potato yield and MTR remain unclear.</p></div><div><h3>Objective</h3><p>The study aims to explore the key meteorological factors to the variation of MTR of potato and the relationship between potato yield and MTR.</p></div><div><h3>Methods</h3><p>A 5-year (2017<img>2021) rainfed field experiment with 3-planting date and 3-cultivar maturity of potato was conducted to investigate the optimum combination of planting date and cultivar maturity for both high yield and MTR under different year types and the relationship between potato yield and MTR. The meteorological factors during three growth stages including planting to 10 d before the tuberization, the tuber formation period (10 d before the tuberization to 10 d after the tuber bulking), 10 d after the tuber bulking to maturity were used to identify the key meteorological factors to yield and MTR of potato.</p></div><div><h3>Results</h3><p>Throughout the experimental period, there were large variations in the fresh tuber yield and MTR of potato ranging between 4.8<img>27 t ha<sup>−1</sup> and 0<img>61 %, respectively. Early- to middle planting of middle maturing cultivars under warm-wet years resulted in higher MTR, yield, and economic benefit compared to other combinations. Under warm-dry years, while early planting of early- to middle-maturing cultivars could achieve higher yield and MTR, farmers still suffer economic losses under most combinations of planting date and cultivar maturity. On the whole, there was a synergistical enhancement between yield and MTR of potato (R<sup>2</sup>=0.86, P&lt;0.01). The precipitation and growing degree day (GDD) during tuber formation period (TF), precipitation before TF, and the interaction of precipitation and mean air temperature after TF could account for 77 % of the variations in total tuber yield while marketable tuber rate could be determined by the precipitation from planting to 10 d after the tuber bulking, the HDD during TF, and the interaction of precipitation and mean air temperature before TF (R<sup>2</sup>=0.79).</p></div><div><h3>Conclusions:</h3><p>Total tuber yield and MTR of potato could be synergistically enhanced by optimizing planting date and cultivar maturity. Compared with total tuber yield, MTR influences economic benefit of potato more significantly.</p></div><div><h3>Implications:</h3><p>These findings could serve as a valuable reference for determining the optimal planting date and cultivar maturity of potato under different hydrothermal year types to enhance the MTR, yield, and economic benefit of rainfed potato planting and provide an important implication on potato model improvement.</p></div>","PeriodicalId":12143,"journal":{"name":"Field Crops Research","volume":"317 ","pages":"Article 109554"},"PeriodicalIF":5.6,"publicationDate":"2024-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142095087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Game analysis of future rice yield changes in China based on explainable machine-learning and planting date optimization 基于可解释机器学习和种植日期优化的中国未来水稻产量变化博弈分析
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-29 DOI: 10.1016/j.fcr.2024.109557
Ziya Zhang , Yi Li , Lulu Xie , Shiqiong Li , Hao Feng , Kadambot H.M. Siddique , Guozhen Lin

Context

Global warming's escalating severity necessitates sophisticated approaches for predicting rice yield.

Research Question

Combining crop models with data-driven techniques, such as machine learning, can more effectively grasp the complex interplay of variables influencing crop growth. It remains a significant challenge to balance accuracy and interpretability in such hybrid models.

Methods

The research integrated the Decision Support System for Agrotechnology Transfer (DSSAT) with statistical and machine learning models respectively, to assess rice yield changes in China under four future Shared Socio-economic Pathway (SSP). SSPs are scenarios that integrate socioeconomic trends with greenhouse gas emissions and radiative forcing pathways, which affect the phenology and yield of rice. The Shapley Additive Explanation (SHAP) method was employed to interpret the model, effectively determining the interplay among variables influenced rice yields. Mitigated the negative impacts of climate change on rice yield through the planting date optimization.

Results

Projections indicate significant rice yield losses in China without CO2, worsening with increased radiative forcing (p < 0.001). Considering rising CO2, single-season rice yields are projected to increase by 0.1–3.6 %, early rice by 4.6–9.5 %, while late rice yields are still decrease by 2.3–8.8 %. The rising CO2 can offset yield losses for single and early rice but not for late rice. The hybrid approach which combined the Random Forest (RF) with the DSSAT performed best in predicting rice yield. Studies showed that rising temperatures caused rice yield losses in China, yet we found that Growing Degree Days (GDD) exerted a more negative impact (p < 0.001). In high-precipitation regions, deep soil moisture is more influential than shallow soil moisture, whereas the reverse was true in drier areas (p < 0.001). Advancing planting dates for early and single rice and delaying for late rice can increase yields (p < 0.001). Adjusting to optimal planting dates, single-season rice yields increased by 3.3–6.3 %, early rice increased by 9.7–18.3 %, while late rice still decreased by 1.0–4.7 %.

Conclusions

Without considering the impact of CO2, significant rice yield losses in China are projected. Even with the fertilization effect of CO2, rice yields remain negatively impacted by climate change. However, implementing appropriate measures, such as optimizing planting dates, can help Chinese rice production benefit under changing climate.

Implications

This study offers insights into balancing accuracy and interpretability in hybrid models and provides guidance for local policymakers to address future climate change.

研究问题将作物模型与机器学习等数据驱动技术相结合,可以更有效地把握影响作物生长的各种变量之间复杂的相互作用。该研究将农业技术转让决策支持系统(DSSAT)分别与统计模型和机器学习模型相结合,以评估中国在未来四种共享社会经济路径(SSP)下的水稻产量变化。SSP 是将社会经济趋势与影响水稻物候和产量的温室气体排放和辐射强迫路径相结合的情景。采用沙普利相加解释法(SHAP)对模型进行解释,有效确定了影响水稻产量的变量之间的相互作用。结果预测表明,在没有二氧化碳的情况下,中国水稻产量损失显著,并随着辐射强迫的增加而加剧(p <0.001)。考虑到二氧化碳的增加,预计单季稻产量将增加 0.1-3.6%,早稻产量将增加 4.6-9.5%,而晚稻产量仍将减少 2.3-8.8%。二氧化碳的上升可以抵消单季稻和早稻的减产,但不能抵消晚稻的减产。将随机森林(RF)与 DSSAT 相结合的混合方法在预测水稻产量方面表现最佳。研究表明,气温升高导致中国水稻减产,但我们发现生长度日(GDD)的负面影响更大(p < 0.001)。在高降水地区,深层土壤水分比浅层土壤水分的影响更大,而在干旱地区则相反(p <0.001)。提前早稻和单季稻的播种期,推迟晚稻的播种期可提高产量(p <0.001)。调整到最佳播种期后,单季稻增产 3.3-6.3%,早稻增产 9.7-18.3%,而晚稻仍减产 1.0-4.7%。即使考虑到二氧化碳的肥料效应,水稻产量仍会受到气候变化的负面影响。本研究为平衡混合模型的准确性和可解释性提供了见解,并为地方决策者应对未来气候变化提供了指导。
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引用次数: 0
Integrated management to achieve synergy in sugarcane production and quality in China 综合管理,实现中国甘蔗生产和质量的协同增效
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-28 DOI: 10.1016/j.fcr.2024.109552
Haofu Liu , Yingcheng Wang , Tingyao Cai, Kai He, Xingshuai Tian, Zhong Chen, Yulong Yin, Zhenling Cui

Context

Sugar production in China is struggling to keep up with the increasing demand driven by rapid growth in sugar consumption. However, knowledge gap persists in terms of how to locate and concentrate the sugarcane production in advantageous areas to secure the production of high-quality sugarcane characterized by high sugar content, while also optimizing resource utilization.

Objective

The objective of the study was to explore the effects of environmental and management factors on sugarcane yield and quality (characterized by sugar content). Moreover, it sought to determine how China's future sugarcane needs could be met with fewer resource inputs through production optimization.

Methods

This study conducted a comprehensive search and compiled 411 groups of measured data from 64 peer-reviewed publications on sugarcane production in China. Additionally, a Random Forest model was developed based on trial data and farmer survey data to predict county-level sugarcane yield and quality in China. Taking into consideration China's projected sugarcane demand in 2030, this study proposed three sugarcane planting scenarios to explore potential pathways for future sugarcane production. These scenarios included: S0, where all sugarcane acreages maintain their current level of production; S1, where medium- and low-yield (or quality) fields transition into high- and medium-yield (or quality) fields; and S2, where all sugarcane acreages strive for both high yield and high quality.

Results

Results showed that overall field management could improve yield by 37.1 % and quality by 5.26 %. Soil organic matter (SOM), available phosphorus (AP), mean annual precipitation (MAP), and soil clay are the most important drivers of yield. pH, AP, total nitrogen (TN), and SOM are the most important drivers of quality. S2 scenario reduced land inputs by 11 %, nutrient inputs by 5 %, and irrigation inputs by 13 %, based on meeting future sugarcane demand in 2030.

Conclusions

By identifying and focusing on dominant planting areas, we can enhance the quality and efficiency of sugarcane cultivation as a response to China's future demand for sugarcane. This approach will not only meet future demands for sugarcane but also alleviate the dual pressures of limited resources and environmental concerns.

Significance

Our research provides a conceptual framework to enable China to meet its future sugar demand and consumption more efficiently and in an environmentally friendly manner, thereby conserving resources and reducing environmental impact.

背景中国的食糖生产正努力跟上食糖消费快速增长所带来的需求增长。本研究旨在探讨环境和管理因素对甘蔗产量和质量(以含糖量为特征)的影响。此外,本研究还试图确定如何通过优化生产,以较少的资源投入满足中国未来的甘蔗需求。方法本研究进行了全面搜索,从 64 篇关于中国甘蔗生产的同行评审出版物中收集了 411 组测量数据。此外,还根据试验数据和农民调查数据建立了随机森林模型,以预测中国县级甘蔗产量和质量。考虑到 2030 年中国的甘蔗需求预测,本研究提出了三种甘蔗种植方案,以探索未来甘蔗生产的潜在途径。这些情景包括S0,所有甘蔗种植面积保持现有生产水平;S1,中低产(或优质)甘蔗田过渡到中高产(或优质)甘蔗田;S2,所有甘蔗种植面积努力实现高产和优质。结果结果表明,整体田间管理可使产量提高 37.1%,质量提高 5.26%。土壤有机质 (SOM)、可利用磷 (AP)、年平均降水量 (MAP) 和土壤粘度是影响产量的最重要因素;pH 值、AP、全氮 (TN) 和 SOM 是影响质量的最重要因素。在满足 2030 年甘蔗需求的基础上,S2 方案的土地投入减少了 11%,养分投入减少了 5%,灌溉投入减少了 13%。我们的研究提供了一个概念框架,使中国能够以更高效、更环保的方式满足未来的食糖需求和消费,从而节约资源并减少对环境的影响。
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引用次数: 0
The environmental and agronomic benefits and trade-offs linked with the adoption alternate wetting and drying in temperate rice paddies 在温带稻田采用干湿交替技术带来的环境和农艺效益及权衡因素
IF 5.6 1区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-24 DOI: 10.1016/j.fcr.2024.109550
Andrea Vitali , Barbara Moretti , Chiara Bertora , Eleonora Francesca Miniotti , Daniele Tenni , Marco Romani , Arianna Facchi , Maria Martin , Silvia Fogliatto , Francesco Vidotto , Luisella Celi , Daniel Said-Pullicino

Context

Alternating wetting and drying (AWD) is an irrigation practice, alternative to continuous flooding, to improve the agro-environmental sustainability of rice cultivation. Benefits include reduction in water consumption, methane (CH4) emissions and arsenic (As) concentrations in grain. However, drainage periods during AWD can negatively affect nitrogen (N) use efficiency by the crop and grain yields, while increasing nitrous oxide (N2O) emissions and cadmium (Cd) contents in grain.

Objective

The objective of this study was to provide a holistic evaluation of AWD adoption in temperate rice cropping systems, including associated trade-offs. We hypothesized that the adoption of AWD in water seeded rice paddies can reduce the global warming potential (GWP) without affecting plant N uptake or introducing yield gaps, and also maintain a high quality of rice grain by limiting the uptake of metal(loid)s present in the soil, thereby resulting in an overall positive agro-environmental performance.

Methods

In a two-year field experiment in NW Italy two alternative irrigation practices involving water seeding followed by AWD management of different severity (AWDsafe and AWDstrong) were evaluated relative to the conventional water seeding and continuous flooding (WFL), comparing three different rice varieties. Yields and yield components, plant N uptake, apparent N recovery (ANR), metal(loid) concentrations in grain, and CH4 and N2O emissions were evaluated.

Results

AWDsafe and AWDstrong maintained or increased yields compared to WFL depending on varieties, despite an increase in sterility. There were no consistent differences in N uptake and ANR. Both AWDsafe and AWDstrong significantly reduce As concentration in grain, but significantly increase Cd and nickel (Ni). AWDsafe and AWDstrong reduced CH4 emissions by 45–55 % and 40–73 %, respectively, compared toWFL, while no increase in N2O emissions was observed. This resulted in a reduction in the GWP of 46 and 54 % with AWDsafe and AWDstrong, respectively.

Conclusions and Implications

AWD was shown to be effective for mitigating GHG emissions from temperate rice cropping systems while maintaining high yield performance comparable or higher than WFL. AWD may represent a viable alternative to continuous flooding to improve agro-environmental sustainability of temperate rice cropping systems, but the trade-off between decreasing As and increasing Cd and Ni contents in the grain may represent an important concern for food safety with the adoption of this alternative water management practice.

背景干湿交替(AWD)是一种灌溉方法,可替代连续大水漫灌,改善水稻种植的农业环境可持续性。其优点包括减少耗水量、甲烷(CH4)排放量和谷物中的砷(As)浓度。然而,AWD 期间的排水期会对作物的氮(N)利用效率和谷物产量产生负面影响,同时增加一氧化二氮(N2O)排放量和谷物中的镉(Cd)含量。我们假定,在水稻田中采用 AWD 可以降低全球变暖潜势(GWP),同时不影响植物对氮的吸收或造成产量差距,还能通过限制对土壤中金属(loid)的吸收来保持稻谷的高品质,从而实现积极的农业环境绩效。方法 在意大利西北部进行的一项为期两年的田间试验中,对比了三个不同的水稻品种,评估了两种替代灌溉方法,即在播种水稻后进行不同程度的水稻缺水管理(AWDsafe 和 AWDstrong)。评估了产量和产量成分、植物氮吸收量、表观氮回收率(ANR)、谷物中的金属(loid)浓度以及甲烷(CH4)和氧化亚氮(N2O)排放量。氮吸收和 ANR 方面没有一致的差异。AWDsafe 和 AWDstrong 均显著降低了谷物中的砷浓度,但显著增加了镉和镍(Ni)的浓度。与 WFL 相比,AWDsafe 和 AWDstrong 分别减少了 45-55 % 和 40-73 % 的 CH4 排放量,而 N2O 排放量没有增加。这导致 AWDsafe 和 AWDstrong 的全球升温潜能值分别降低了 46% 和 54%。AWD可能是连续淹水的一种可行替代方法,可改善温带水稻种植系统的农业环境可持续性,但谷物中砷含量的降低与镉和镍含量的增加之间的权衡可能是采用这种替代水管理方法的一个重要食品安全问题。
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Field Crops Research
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