Bioclimatic analysis of potential worldwide production of spring-type camelina [Camelina sativa (L.) Crantz] seeded in the spring

IF 5.9 3区 工程技术 Q1 AGRONOMY Global Change Biology Bioenergy Pub Date : 2024-01-18 DOI:10.1111/gcbb.13126
Ross M. Weiss, Federica Zanetti, Barbara Alberghini, Debra Puttick, Meghan A. Vankosky, Andrea Monti, Christina Eynck
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Abstract

Camelina [Camelina sativa (L.) Crantz] is a Brassicaceae oilseed that is gaining interest worldwide as low-maintenance crop for diverse biobased applications. One of the most important factors determining its productivity is climate. We conducted a bioclimate analysis in order to analyze the relationship between climatic factors and the productivity of spring-type camelina seeded in the spring, and to identify regions of the world with potential for camelina in this scenario. Using the modelling tool CLIMEX, a bioclimatic model was developed for spring-seeded spring-type camelina to match distribution, reported seed yields and phenology records in North America. Distribution, yield, and phenology data from outside of North America were used as independent datasets for model validation and demonstrated that model projections agreed with published distribution records, reported spring-seeded camelina yields, and closely predicted crop phenology in Europe, South America, and Asia. Sensitivity analysis, used to quantify the response of camelina to changes in precipitation and temperature, indicated that crop performance was more sensitive to moisture than temperature index parameters, suggesting that the yield potential of spring-seeded camelina may be more strongly impacted by water-limited conditions than by high temperatures. Incremental climate scenarios also revealed that spring-seeded camelina production will exhibit yield shifts at the continental scale as temperature and precipitation deviate from current conditions. Yield data were compared with indices of climatic suitability to provide estimates of potential worldwide camelina productivity. This information was used to identify new areas where spring-seeded camelina could be grown and areas that may permit expanded production, including eastern Europe, China, eastern Russia, Australia and New Zealand. Our model is the first to have taken a systematic approach to determine suitable regions for potential worldwide production of spring-seeded camelina.

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春季播种的春季型荠菜[Camelina sativa (L.) Crantz]全球潜在产量的生物气候分析
荠菜[Camelina sativa (L.) Crantz]是一种十字花科油菜籽,作为可用于多种生物基应用的低维护作物,它在全球范围内越来越受到关注。气候是决定其产量的最重要因素之一。我们进行了一项生物气候分析,以分析气候因素与春季播种的春季型荠菜产量之间的关系,并确定在这种情况下世界上具有种植荠菜潜力的地区。利用建模工具 CLIMEX,为春季播种的春季型荠菜开发了一个生物气候模型,以匹配北美洲的分布、种子产量报告和物候记录。北美洲以外的分布、产量和物候数据被用作模型验证的独立数据集,结果表明,模型预测与欧洲、南美洲和亚洲已公布的分布记录、报告的春播荠菜产量以及密切预测的作物物候一致。灵敏度分析用于量化荠菜对降水和温度变化的反应,结果表明,作物表现对水分比温度指数参数更敏感,这表明春播荠菜的产量潜力受限水条件的影响可能比受高温的影响更大。递增气候情景也表明,随着温度和降水偏离当前条件,春播荠菜的产量将在大陆范围内发生变化。产量数据与气候适宜性指数进行了比较,以估算全球荠菜的潜在产量。根据这些信息,我们确定了可以种植春播荠菜的新地区,以及可以扩大生产的地区,包括东欧、中国、俄罗斯东部、澳大利亚和新西兰。我们的模型是首个采用系统方法确定全球春播荠菜潜在产量的合适地区的模型。
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来源期刊
Global Change Biology Bioenergy
Global Change Biology Bioenergy AGRONOMY-ENERGY & FUELS
CiteScore
10.30
自引率
7.10%
发文量
96
审稿时长
1.5 months
期刊介绍: GCB Bioenergy is an international journal publishing original research papers, review articles and commentaries that promote understanding of the interface between biological and environmental sciences and the production of fuels directly from plants, algae and waste. The scope of the journal extends to areas outside of biology to policy forum, socioeconomic analyses, technoeconomic analyses and systems analysis. Papers do not need a global change component for consideration for publication, it is viewed as implicit that most bioenergy will be beneficial in avoiding at least a part of the fossil fuel energy that would otherwise be used. Key areas covered by the journal: Bioenergy feedstock and bio-oil production: energy crops and algae their management,, genomics, genetic improvements, planting, harvesting, storage, transportation, integrated logistics, production modeling, composition and its modification, pests, diseases and weeds of feedstocks. Manuscripts concerning alternative energy based on biological mimicry are also encouraged (e.g. artificial photosynthesis). Biological Residues/Co-products: from agricultural production, forestry and plantations (stover, sugar, bio-plastics, etc.), algae processing industries, and municipal sources (MSW). Bioenergy and the Environment: ecosystem services, carbon mitigation, land use change, life cycle assessment, energy and greenhouse gas balances, water use, water quality, assessment of sustainability, and biodiversity issues. Bioenergy Socioeconomics: examining the economic viability or social acceptability of crops, crops systems and their processing, including genetically modified organisms [GMOs], health impacts of bioenergy systems. Bioenergy Policy: legislative developments affecting biofuels and bioenergy. Bioenergy Systems Analysis: examining biological developments in a whole systems context.
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