Empirical geographic modeling of switchgrass yields in the United States

Switchgrass (Panicum virgatum L.) is a perennial grass native to the United States that has been studied as a sustainable source of biomass fuel. Although many field‐scale studies have examined the potential of this grass as a bioenergy crop, these studies have not been integrated. In this study, we present an empirical model for switchgrass yield and use this model to predict yield for the conterminous United States. We added environmental covariates to assembled yield data from field trials based on geographic location. We developed empirical models based on these data. The resulting empirical models, which account for spatial autocorrelation in the field data, provide the ability to estimate yield from factors associated with climate, soils, and management for both lowland and upland varieties of switchgrass. Yields of both ecotypes showed quadratic responses to temperature, increased with precipitation and minimum winter temperature, and decreased with stand age. Only the upland ecotype showed a positive response to our index of soil wetness and only the lowland ecotype showed a positive response to fertilizer. We view this empirical modeling effort, not as an alternative to mechanistic plant‐growth modeling, but rather as a first step in the process of functional validation that will compare patterns produced by the models with those found in data. For the upland variety, the correlation between measured yields and yields predicted by empirical models was 0.62 for the training subset and 0.58 for the test subset. For the lowland variety, the correlation was 0.46 for the training subset and 0.19 for the test subset. Because considerable variation in yield remains unexplained, it will be important in the future to characterize spatial and local sources of uncertainty associated with empirical yield estimates.     

半干旱黄土丘陵沟壑区柳枝稷（Panicum virgatum）的生物质形成

为深入认识半干旱黄土丘陵沟壑区引种能源植物柳枝稷生物质生产的开发潜力及其约束机制,调查了农田、植丛尺度上早熟和晚熟柳枝稷年度生命周期内生物量累积、分株建成动态,以及土壤水分供求平衡过程。研究发现,植丛尺度早熟柳枝稷抽穗比例近100％,分株生殖发生大小阈值依赖基本丧失,高度大小分布近似正态,种群内光资源竞争强度明显弱化,与晚熟类型形成明显差异。农田尺度晚熟柳枝稷生物质产量可以达到15t／hm^2,高出早熟类型近1倍,但是其立地80～400cm土层的含水量稳定在7％以下,土壤干旱已经发生,早期干旱胁迫导致的生长停滞,以及生长中后期的成片倒伏现象在两年的观测周期内连续出现。早熟柳枝稷立地则形成相对稳定的白草、柳枝稷复合优势植被结构,深层土壤水分含量稳定在10％以上,实现了跨年度的土壤水分供求平衡。植丛尺度的生物质形成在一定程度上取决于分株生殖发生的大小依赖程度和分株间竞争关系格局,基于植丛尺度普遍的生殖发生和明显弱化的光资源竞争,早熟柳枝稷表现出更为高效的生物质形成机制。农田尺度晚熟柳枝稷尽管在雨热同步期的降水资源利用效率上存在明显比较优势,但是在降水资源利用分配策略和效应上,早熟柳枝稷表现出了综合的生态适宜性优势。保证雨热同步期降水资源利用和保蓄的平衡,是半干旱黄土丘陵沟壑区生物质生产应该遵循的基本原则之一。     

黄土丘陵半干旱区引种禾草柳枝稷的生物量与水分利用效率

加强优良引种禾草植物的生态适应性研究对促进我国黄土高原半干旱区草地建设和草业科学发展具有十分重要的意义。比较研究了引种禾草柳枝稷(Panicumvirgatum)在黄土丘陵半干旱区不同立地条件下地上生物量的大小和季节累积差异及其水分利用特征。2001~2002年川地柳枝稷草地地上生物量达13000~16000kg/hm2,山地梯田和坡地为2300~2650kg/hm2。不同立地条件柳枝稷返青后的生物量累积过程呈二次或三次多项式。柳枝稷的绝对生长速率(AGR)在整个生长季内呈双峰曲线变化,川地柳枝稷草地的现存量和总量AGR最大值分别为158.93和169.83kg/(hm2·d),梯田分别为27.31和38.25kg/(hm2·d),坡地为37.0和36.69kg/(hm2·d)。坡地柳枝稷生物量较大值和AGR最大值出现时间最早。不同立地柳枝稷生物量相对生长速率(RGR)在整个生长季内呈双峰曲线变化,均以返青后的20d内最大,平均AGR以川地最大,坡地和梯田相近,但坡地两峰值高于梯田。不同立地柳枝稷草地土壤水分主要利用层次为0~2m,月平均含水量顺序为梯田>坡地>川地。川地柳枝稷叶片和整体生物量水分利用效率均最高,梯田整体生物量水分利用效率大于坡地,但二者叶片水分利用效率相近。川地和山地地表下5cm生育期平均地温均为17.60℃,但4~5月份川地地温高出山地1.2~2.8℃,川地4~10月份平均气温较山地高1.5℃,这些差异影响不同立地条件柳枝稷草地水分利用和生长进程。     

利用SCoT分析柳枝稷遗传资源的多样性

本研究利用SCoT标记对96份柳枝稷种质的亲缘关系和遗传变异进行了研究。筛选出20条引物对96份供试材料进行PCR扩增,共获得445条带,其中多态性条带402条,平均多态性条带比率(PPB)达90.31%,多态性信息含量(PIC)为0.166~0.410,平均值为0.332,标记指数(MI)为10.20。遗传相似系数(GS)为0.498~0.912,平均值为0.688。表明SCoT标记能够揭示柳枝稷种质间的遗传变异。通过UPGMA分析表明,96份种质资源聚为高地型和低地型两大类。经POPGENE1.32软件分析结果显示:96份柳枝稷基因多样性指数(H)为0.285,Shannon指数(I)为0.431,表明供试的种质间遗传多样性丰富,遗传多样性水平高。经AMOVA 1.55方差分析揭示:96份柳枝稷生态型内的遗传变异占总变异的72.85%,生态型间遗传变异占总变异的27.15%,结果表明ScoT可用于柳枝稷遗传多样性研究,该研究结果可为柳枝稷种质资源的进一步开发利用提供重要信息。     

黄土丘陵区柳枝稷光合生理生态特性的初步研究

研究了黄土丘陵区引种草种柳枝稷（Panicum virgatum)的光合生理生态特性。比较了不同叶位叶片光合速率（Pn)、蒸腾速率（Tr)、水分利用效率（WUE）的日变化以及环境因子的作用,结果表明,柳枝稷叶片Pn日变化曲线为双峰型,中午“光合降低”主要是由于叶温过高导致呼吸高引起的净化合速率降低,叶龄增大,叶片Pn日变化相对较平缓,其中壮龄叶Pn日变化最为平缓,幼龄叶Tr的日变化为双峰型,随叶龄增大（叶位下降）而成为单峰型。Pn日变化最为平缓,幼龄叶Tr的日变化为双峰型,随叶龄增大（叶位下降）而成为单峰型,WUE的日变化可划分为上午的降低和下午的波动2个阶段,最上充分展开叶（旗叶）的WUE始终最高。     

Bioenergy crops,biodiversity and ecosystem services in temperate agricultural landscapes—A review of synergies and trade-offs

The Paris agreement on climate change requires rapid reductions in greenhouse gas emissions. One important mitigation strategy, at least in the intermediate future, is the substitution of fossil fuels with bioenergy. However, using agriculture- and forest-derived biomass for energy has sparked controversy regarding both the climate mitigation potential and conflicts with biodiversity conservation. The urgency of the climate crisis calls for using forests for carbon sequestration and storage rather than for bioenergy, making agricultural biomass an attractive alternative for fossil energy substitution. However, this calls for comprehensive assessments of its sustainability in terms of consequences for biodiversity and ecosystem services. In this review, we provide a first holistic overview of the impacts on ecosystems of land-use changes from bioenergy crop production in temperate climates, by synthesizing results on both biodiversity and ecosystem service impacts. We found that bioenergy-related land-use changes can have both positive and negative effects on ecosystems, with original land use, bioenergy crop type and scale of bioenergy production being important moderators of impacts. Despite the risk of opportunity cost for food production, perennial crop cultivation on arable land had the lowest occurrence of negative impacts on biodiversity and ecosystem services. Growing biomass for bioenergy on surplus land has been suggested as a way to alleviate competition with food production and biodiversity conservation, but our results demonstrate that utilizing marginal or abandoned land for bioenergy crop production cannot fully resolve these trade-offs. Furthermore, there is a lack of empirical studies of the biodiversity value of marginal and abandoned land, limiting our understanding of the sustainability implications of biomass cultivation on surplus land. We argue that future research and policies for bioenergy production must explicitly consider biodiversity and ecosystem services in combination to avoid potential trade-offs between the two and to ensure sustainable bioenergy production.     

Construction of a GFP-BAR plasmid and its use for switchgrass transformation

 A dual marker plasmid comprising the reporter gene sgfp (green fluorescent protein) and the selectable bar gene (Basta tolerance) was constructed by replacing the uidA (β-glucuronidase, GUS) gene in a uidA-bar construct with sgfp. A particle inflow gun was used to propel tungsten particles coated with this plasmid into immature inflorescence-derived embryogenic callus of switchgrass (Panicum virgatum L.). GFP was observed in leaf tissue and pollen of transgenic plants. Nearly 100 plants tolerant to Basta were obtained from the experiments, and Southern blot hybridization confirmed the presence of both the bar and sgfp genes. Plants regenerated from in vitro cultures of transgenic plants grew on medium with 10 mg l^–1 bialaphos. When the pH indicator chlorophenol red was in the medium, the transgenic plantlets changed the medium from red to yellow. Basta tolerance was observed in T₁ plants resulting from crosses between transgenic and nontransgenic control plants, indicating inheritance of the bar transgene. Received: 11 May 2000 / Revision received: 21 August 2000 / Accepted: 22 August 2000