Predicting reproductive-phase nutrient replenishment in Cannabis sativa L. via a transpiration-driven mass-balance framework.

IF 5.9 2区 生物学 Q1 PLANT SCIENCES
Frontiers in Plant Science Pub Date : 2026-10-12 eCollection Date: 2026-01-01 DOI:10.3389/fpls.2026.1955837
Kit Powell, William L Bauerle
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引用次数: 0

Abstract

Fixed nutrient recipes often overlook developmental shifts in uptake and the coupling between transpiration and ion delivery. We tested a transpiration-driven mass-balance framework to predict nutrient replenishment during the reproductive phase in two cultivars of Cannabis sativa L. (CJ2, First Light). Plants received a solution prepared from a constant recipe; water use was tracked gravimetrically, leachate was periodically sampled, and organs were harvested for ICP-OES/flow injection analysis and biomass composite partitioning. Water-use efficiency (WUE) peaked at 4.5 g L-1 in CJ2 and 3.4 g L-1 in First Light, while solution drawdown of N, P, and K declined from early to late flowering. Leachate chemistry resolved cultivar- and stage-dependent transitions between net nutrient removal (net removal) from solution and net accumulation above input. In First Light, N shifted from 130 mg L-1 net removal to +109 mg L-1 enrichment and K from 192 mg L-1 net removal to +195 mg L-1 enrichment; in CJ2, N ranged from 90 mg L-1 net removal to +101 mg L-1 enrichment and K from 102 mg L-1 net removal to +195 mg L-1 enrichment. Phosphorus differences were smaller (First Light: 58 to 13 mg L-1; CJ2: 42 mg L-1 removal to +2 mg L-1 enrichment). Mg net removal was greater in First Light than CJ2 (37 vs. 16 mg L-1). Significant cultivar main effects were detected for P, K, Ca, and Fe (p ≤ 0.05), whereas significant date x cultivar interactions were detected for Mg and Mn (p ≤ 0.05). Across the four harvest intervals retained for mass-balance comparison, biomass-weighted predictors frequently produced the lowest absolute percent deviation (APD), although performance was element- and cultivar-dependent. Single-organ tissue element concentrations misrepresented whole-plant replenishment estimates: leaf Ca and Mg increased while leaf N declined, flowers and roots accumulated P, and stems and roots diverged in K. Predicted input concentrations derived from organ biomass-weighted tissue elemental content improved the alignment between replenishment estimates and measured net solution removal. Biomass-weighted means excluding floral tissue predicted most element replenishment amounts well and performed most consistently in CJ2, whereas biomass-weighted means including all organs more frequently minimized APD in First Light, with absolute percent deviations<10-13%. Collectively, these results indicate that reproductive-phase nutrition in Cannabis sativa L. is well represented by a flux-based mass-balance replenishment framework informed by organ biomass-weighted nutrient composition.

通过蒸腾驱动的质量平衡框架预测大麻生殖期营养补充。
固定的营养配方往往忽略了吸收的发育变化以及蒸腾和离子传递之间的耦合。我们测试了一个蒸腾驱动的质量平衡框架来预测两个大麻品种(CJ2, First Light)生殖阶段的营养补充。植物接受由固定配方配制的溶液;用重量法跟踪水的使用情况,定期取样渗滤液,收集器官进行ICP-OES/流动注射分析和生物量复合分配。水分利用效率(WUE)在CJ2期和初光期分别达到峰值4.5 g L-1和3.4 g L-1,而氮、磷、钾的溶液吸收量从开花前期到开花后期呈下降趋势。渗滤液的化学性质解决了营养物的净去除(净去除)和输入后的净积累之间的过渡与品种和阶段有关。在First Light中,N从净去除130 mg L-1转变为+109 mg L-1富集,K从净去除192 mg L-1转变为+195 mg L-1富集;在CJ2中,N从90 mg L-1净去除到+101 mg L-1富集,K从102 mg L-1净去除到+195 mg L-1富集。磷的差异较小(First Light: 58 ~ 13 mg L-1; CJ2: 42 mg L-1去除到+2 mg L-1富集)。在First Light中,Mg净去除率高于CJ2 (37 vs. 16 Mg L-1)。P、K、Ca和Fe存在显著的品种主效应(P≤0.05),Mg和Mn存在显著的品种互作(P≤0.05)。在进行质量平衡比较的四个收获间隔期中,生物量加权预测因子通常产生最低的绝对百分比偏差(APD),尽管表现与元素和品种有关。单器官组织元素浓度错误地反映了整个植株的补给估算值:叶片Ca和Mg增加,而叶片N下降,花和根积累P,茎和根在k上分化。由器官生物量加权组织元素含量得出的预测输入浓度改善了补给估算值与测量净溶液去除量之间的一致性。不包括花组织的生物量加权方法可以很好地预测大部分元素的补给量,并且在CJ2中表现得最一致,而包括所有器官的生物量加权方法在第一次光照中更频繁地最小化APD,并且有绝对百分比偏差。
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来源期刊
Frontiers in Plant Science
Frontiers in Plant Science PLANT SCIENCES-
CiteScore
7.30
自引率
14.30%
发文量
4844
审稿时长
14 weeks
期刊介绍: In an ever changing world, plant science is of the utmost importance for securing the future well-being of humankind. Plants provide oxygen, food, feed, fibers, and building materials. In addition, they are a diverse source of industrial and pharmaceutical chemicals. Plants are centrally important to the health of ecosystems, and their understanding is critical for learning how to manage and maintain a sustainable biosphere. Plant science is extremely interdisciplinary, reaching from agricultural science to paleobotany, and molecular physiology to ecology. It uses the latest developments in computer science, optics, molecular biology and genomics to address challenges in model systems, agricultural crops, and ecosystems. Plant science research inquires into the form, function, development, diversity, reproduction, evolution and uses of both higher and lower plants and their interactions with other organisms throughout the biosphere. Frontiers in Plant Science welcomes outstanding contributions in any field of plant science from basic to applied research, from organismal to molecular studies, from single plant analysis to studies of populations and whole ecosystems, and from molecular to biophysical to computational approaches. Frontiers in Plant Science publishes articles on the most outstanding discoveries across a wide research spectrum of Plant Science. The mission of Frontiers in Plant Science is to bring all relevant Plant Science areas together on a single platform.
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