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Environment, plant genetics, and their interaction shape important aspects of sunflower rhizosphere microbial communities 环境、植物遗传及其相互作用塑造了向日葵根瘤微生物群落的重要方面
Pub Date : 2024-08-10 DOI: 10.1101/2024.08.09.607089
Clifton P Bueno de Mesquita, Corinne M. Walsh, Ziv Attia, Brady D Koehler, Zachary J Tarble, David L. Van Tassel, Nolan C. Kane, Brent S Hulke
Associations with soil microorganisms are crucial for plants' overall health and functioning. While much work has been done to understand drivers of rhizosphere microbiome structure and function, the relative importance of geography, climate, soil properties, and plant genetics remains unclear, as results have been mixed and comprehensive studies across many sites and genotypes are limited. Rhizosphere microbiomes are crucial for crop resistance to pathogens, stress tolerance, nutrient availability, and ultimately yield. Here we quantify the relative roles of plant genotype, environment, and their interaction in shaping soil rhizosphere communities, using 16S and ITS gene sequencing of rhizosphere soils from 10 common sunflower (Helianthus annuus) genotypes from 15 sites across the Great Plains of the United States. While site generally outweighed genotype overall in terms of effects on archaeal, bacterial and fungal richness, community composition, and taxa relative abundances, there was also a significant interaction such that genotype exerted a significant influence on archaeal, bacterial and fungal microbiomes in certain sites. Site effects were attributed to a combination of spatial distance and differences in climate and soil properties. Microbial taxa that were previously associated with resistance to the fungal necrotrophic pathogen Sclerotinia were present in most sites but differed significantly in relative abundance across sites. Our results have implications for plant breeding and agronomic microbiome manipulations for agricultural improvement across different geographic regions.
与土壤微生物的联系对植物的整体健康和功能至关重要。虽然已经做了很多工作来了解根瘤菌群结构和功能的驱动因素,但地理、气候、土壤特性和植物遗传学的相对重要性仍不清楚,因为结果参差不齐,对许多地点和基因型的全面研究也很有限。根瘤微生物组对作物抵抗病原体、抗逆性、养分供应以及最终产量至关重要。在这里,我们利用 16S 和 ITS 基因测序技术,对美国大平原 15 个地点 10 种普通向日葵(Helianthus annuus)基因型的根瘤土壤进行了研究,量化了植物基因型、环境及其相互作用在形成土壤根瘤群落中的相对作用。就对古细菌、细菌和真菌丰富度、群落组成和类群相对丰度的影响而言,地点总体上大于基因型,但也存在显著的交互作用,即基因型对某些地点的古细菌、细菌和真菌微生物群有显著影响。地点效应归因于空间距离以及气候和土壤特性的差异。以前与抵抗真菌坏死性病原体 Sclerotinia 有关的微生物类群出现在大多数地点,但不同地点的相对丰度有显著差异。我们的研究结果对不同地理区域的植物育种和农艺微生物组操作具有借鉴意义。
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引用次数: 0
Reverse development in the ctenophore Mnemiopsis leidyi 栉水母的逆向发育
Pub Date : 2024-08-10 DOI: 10.1101/2024.08.09.606968
Joan J. Soto-Angel, Pawel Burkhardt
Reverse development, or the ability to rejuvenate by morphological reorganization into the preceding life cycle stage is thought to be restricted to a few species within Cnidaria. To date, the cnidarian Turritopsis dohrnii is the only known species capable of undergoing reverse development after the onset of sexual reproduction. Here, we demonstrate that the ctenophore Mnemiopsis leidyi is capable of reversal from mature lobate to early cydippid when fed following a period of stress. Our findings illuminate central aspects of ctenophore development, ecology, and evolution, and show the high potential of M. leidyi as a new model system to study reverse development and rejuvenation. Besides shedding light on the plasticity of developmental programs, our results raise fundamental questions about early animal development, body plans and life cycles.
反向发育,或通过形态重组进入前一个生命周期阶段而恢复活力的能力,被认为仅限于刺丝胞动物中的少数物种。迄今为止,刺丝胞动物 Turritopsis dohrnii 是唯一已知的能够在开始有性生殖后进行反向发育的物种。在这里,我们证明了栉水母 Mnemiopsis leidyi 在受到应激后被喂食时能够从成熟的裂片型逆转为早期的胞二瓣型。我们的研究结果阐明了栉水母发育、生态学和进化的核心问题,并显示了栉水母作为研究反向发育和返老还童的新模式系统的巨大潜力。除了揭示发育程序的可塑性之外,我们的研究结果还提出了有关早期动物发育、身体计划和生命周期的基本问题。
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引用次数: 0
Mapping Eelgrass Cover and Biomass at Izembek Lagoon, Alaska, Using In-situ Field Data and Sentinel-2 Satellite Imagery 利用现场数据和 Sentinel-2 卫星图像绘制阿拉斯加 Izembek 泻湖的鳗草覆盖面和生物量图
Pub Date : 2024-08-09 DOI: 10.1101/2024.08.07.607047
David C Douglas, Michael D Fleming, Vijay P Patil, David H Ward
Two eelgrass (Zostera marina) maps of Izembek Lagoon, Alaska, were generated by first creating maps of spectrally unique classes from each of two Sentinel-2 satellite images collected on July 1, 2016, and August 14, 2020, then attributing the spectral classes with information about eelgrass conditions based on field data. Maps depicting various eelgrass metrics, such as percent cover and modeled biomass, were generated using summaries of the ground data that spatially intersected each spectral class. Comparisons between the 2016 and 2020 Sentinel-2 maps of eelgrass distributional extent, as well as a 2006 Landsat map, indicated that areas where eelgrass presence may have declined between 2006 and 2020 were most prevalent in the central part Izembek Lagoon, while areas of possible biomass decline were more prevalent in the southern part between 2016 and 2020. Monitoring eelgrass conditions at Izembek Lagoon with satellite imagery and concurrent ground data provides capabilities for making comparisons over time, but the influences of tide levels, growing season phenology, and spatiotemporal co-registration accuracy should be considered when designing and interpreting change detection analyses.
首先从 2016 年 7 月 1 日和 2020 年 8 月 14 日收集的两幅哨兵-2 号卫星图像中分别创建光谱独特等级的地图,然后根据实地数据将有关鳗草状况的信息归入光谱等级,从而生成了阿拉斯加伊泽姆贝克泻湖的两幅鳗草(Zostera marina)地图。利用与每个光谱类别在空间上相交的地面数据摘要,生成了描述各种鳗草指标(如覆盖率和模型生物量)的地图。通过比较 2016 年和 2020 年哨兵-2 的鳗草分布范围图以及 2006 年大地遥感卫星地图,发现 2006 年至 2020 年期间鳗草数量可能减少的区域主要集中在伊森贝克泻湖中部,而 2016 年至 2020 年期间生物量可能下降的区域主要集中在南部。利用卫星图像和同步地面数据监测伊泽姆贝克泻湖的鳗草状况,可对不同时期的情况进行比较,但在设计和解释变化检测分析时,应考虑潮位、生长季节物候和时空共存准确性的影响。
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引用次数: 0
Coralline companions: Exploring microbes in coral ecosystems 珊瑚伴侣探索珊瑚生态系统中的微生物
Pub Date : 2024-08-09 DOI: 10.1101/2024.08.08.607119
Daizy Bharti, Arnab Ghosh, Santosh Kumar
Coral reefs exhibit remarkable resilience to natural disturbances but face challenges due to global changes and emerging diseases. In the present study, we recorded a total of 51 ciliates and over 400 bacteria associated with healthy and diseased corals from the Ramsar site Gulf of Mannar Marine National Park, India, based on morphology, silver staining, and Next Generation Sequencing. Our study contributes to the growing understanding of ciliate diversity and provides insights into the dynamics of ciliate-associated coral diseases, towards developing effective biocontrol agents for coral bleaching and conservation strategies to safeguard coral reef ecosystems.
珊瑚礁在自然干扰面前表现出卓越的恢复力,但也面临着全球变化和新出现疾病的挑战。在本研究中,我们根据形态学、银染色和下一代测序,记录了与印度拉姆萨尔遗址马纳尔湾海洋国家公园健康和患病珊瑚相关的 51 种纤毛虫和 400 多种细菌。我们的研究有助于加深对纤毛虫多样性的了解,并为了解与纤毛虫相关的珊瑚疾病的动态、开发有效的珊瑚白化生物控制剂和保护珊瑚礁生态系统的保护策略提供了见解。
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引用次数: 0
Recent climate change strongly impacted the population dynamic of a North American insect pest species 近期气候变化对北美一种害虫的种群动态产生了强烈影响
Pub Date : 2024-08-09 DOI: 10.1101/2024.08.08.607030
Yan Boulanger, Adele Desaint, Veronique Martel, Maryse Marchand, Salomon Massoda Tonye, Remi Saint-Amant, Jacques Regniere
Climate change is redefining the dynamics of forest ecosystems globally, particularly through its impact on forest pest populations such as the spruce budworm (SBW, Choristoneura fumiferana [Clem.]), a major defoliator in North American boreal forests. This study investigates the shifts in the population dynamics of spruce budworm across its range in response to recent climate change. We used a process-based, temperature-dependent ecophysiological model combined with the ERA5 reanalysis to assess changes in SBW phenology, reproduction rate, winter survival and population growth rates from 1950 to 2022 across North America. Our findings demonstrate a pronounced northward expansion of suitable climate conditions for SBW, accompanied by earlier phenological events and increased reproduction rates in northern regions. Conversely, the southern parts of its range are experiencing increased winter mortality due to warmer temperatures. This study highlights the significant impact of elevated temperatures, particularly during critical developmental windows such as spring and summer, which are pivotal for spruce budworm survival and reproduction. Additionally, our results reveal that the observed shifts in pest dynamics are more strongly driven by climate change than by changes in landscape composition and structure. We estimated that suitable growth rates have shifted northward by over 68 km on average, but this shift reached more than 200 km in the easternmost portions of its range. Climate-induced shift in suitable conditions for SBW underscores the need for adaptive forest management strategies that consider the rapid ecological changes and the potential for increased forest vulnerability due to climatic and biotic stressors. This study provides vital insights that can inform adaptive management ensuring the sustainability of forest ecosystems in the face of ongoing climate change.
气候变化正在重新定义全球森林生态系统的动态,特别是通过其对森林害虫种群的影响,如云杉芽虫(SBW,Choristoneura fumiferana [Clem.]),它是北美北方森林的一种主要落叶害虫。本研究调查了云杉芽虫在其分布范围内的种群动态随近期气候变化而发生的变化。我们使用了一个基于过程的、依赖温度的生态生理学模型,并结合ERA5再分析,评估了1950年至2022年北美地区云杉芽虫的物候学、繁殖率、冬季存活率和种群增长率的变化。我们的研究结果表明,SBW 的适宜气候条件明显向北扩展,同时北部地区的物候期提前,繁殖率提高。相反,由于气温升高,其分布区南部的冬季死亡率正在上升。这项研究强调了气温升高的重大影响,尤其是在春夏等关键发育窗口期,这对云杉芽虫的生存和繁殖至关重要。此外,我们的研究结果表明,所观察到的害虫动态变化更多是受气候变化的影响,而不是受景观组成和结构变化的影响。据我们估计,适宜生长率平均向北移动了 68 千米以上,但在其分布区的最东部,这种移动超过了 200 千米。气候引起的小蠹适宜条件的变化突出表明,需要制定适应性森林管理战略,考虑到快速的生态变化以及气候和生物压力因素导致森林脆弱性增加的可能性。这项研究提供了重要的见解,可以为适应性管理提供信息,确保森林生态系统在面对持续气候变化时的可持续性。
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引用次数: 0
Coevolution and temporal dynamics of species interactions shape species coexistence 物种相互作用的共同进化和时间动态决定了物种的共存性
Pub Date : 2024-08-09 DOI: 10.1101/2024.08.08.607160
François Duchenne, Virginia Domínguez-García, Francisco Molina, Ignasi Bartomeus
Evolutionary and ecological forces shape species coexistence, but how different ecological mechanisms drive coevolutionary dynamics remains poorly understood. Focusing on mutualistic communities, we explore how morphological and phenological trait matching can shape the coevolution of species traits, influence the evolutionary trajectories at the community level, and determine community stability. Using in silico experiments, we first show that because phenological traits can decouple interactions in time, their coevolutionary dynamics led to the emergence of interaction motifs promoting facilitation over competition. In contrast, coevolution driven by morphological traits led to poorly structured networks with higher connectance. As a consequence, phenological coevolution increased the ecological stability of the community, relative to those coevolved based on morphology, and dampened the diversity-stability trade-off observed in morphologically coevolved communities. Next, by using 17 empirical pollination networks, we show that phenological motifs promoting facilitation were abundant in natural communities, and that as predicted by the theoretical models, the phenological structure in species interactions was a major determinant of the structural stability of these empirical communities. These results show that modelling explicitly the basic mechanisms determining species interactions is crucial to understand how species coevolve, and the ecological properties emerging at the community level, such as community structure and stability.
进化和生态的力量决定了物种的共存,但人们对不同的生态机制如何驱动共同进化动态仍然知之甚少。我们以互生群落为重点,探讨了形态和表观性状匹配如何塑造物种性状的共同进化、影响群落水平的进化轨迹并决定群落的稳定性。我们首先利用硅学实验表明,由于表观性状可以在时间上解除相互作用的耦合,它们的协同进化动态导致了促进竞争的相互作用模式的出现。与此相反,由形态特征驱动的共同进化则导致了结构不完善、连接度较高的网络。因此,与基于形态的共同进化相比,物候共同进化提高了群落的生态稳定性,并抑制了形态共同进化群落中观察到的多样性-稳定性权衡。接下来,通过使用 17 个经验授粉网络,我们证明了自然群落中存在大量的促进物候模式,而且正如理论模型所预测的那样,物种相互作用中的物候结构是这些经验群落结构稳定性的主要决定因素。这些结果表明,明确地模拟决定物种相互作用的基本机制对于理解物种如何共同进化以及群落水平上出现的生态特性(如群落结构和稳定性)至关重要。
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引用次数: 0
A survey of duckweed species in southern Italy provided first occurrences of the hybrid Lemna × mediterranea in the wild 意大利南部浮萍物种调查首次发现野外杂交种 Lemna × mediterranea
Pub Date : 2024-08-09 DOI: 10.1101/2024.08.09.607168
Leone Ermes Romano, Luca Braglia, Maria Adelaide Iannelli, Yuri Lee, Laura Morello
Interspecific hybridization and polyploidization are recognized as two main driving forces in plant evolution, shaping genomes and favoring evolutionary novelty and ecological adaptation. Recent studies have demonstrated hybridization within the genus Lemna (Lemnaceae Martinov). Lemna minor has given rise to two interspecific hybrids: Lemna x japonica, recognized as a species since 1980, and the newly discovered L. x mediterranea, identified among germplasm collection clones. L. x mediterranea, a hybrid between L. minor and L. gibba, was hypothesized to correspond to the species L. symmeter, which was invalidly described about 50 years ago in Southern Italy. A sampling campaign identified eight populations of the hybrid, at different sites across the Campania region, in Italy. The isolated specimens were found to be genetically identical by the nuclear marker Tubulin-based polymorphism (TBP), likely belonging to the same original clone (LER-LME) distinct from previously analyzed collection clones, suggesting recurrent hybridization. The natural hybrid clone is triploid, with L. gibba as the plastid donor. Morphology is very similar to L. gibba, although the typical gibbosity of this species becomes evident only upon flower induction. Flowers are protogynous and self-sterile. Populations of both parent species, L. minor and L. gibba, were recovered during the survey, recording a high genetic variability in L. minor. Other Lemnaceae species, Wolffia arrhiza and L. trisulca were also occasionally present. The presence of the invasive species L. minuta seems to be less prevalent with respect to other Italian regions.Synthesis: Five populations of the cryptic hybrid L. x mediterranea were discovered for the first time in the wild in Southern Italy. Clones isolated from these populations, sampled from distinct water bodies over an area of about 4200 Km2, are genetically indistinguishable and likely originated from the same hybridization event. Thanks to high intron polymorphism, TBP provides a straightforward method for genetically identifying sterile clonal lineages and tracking their spatial and temporal distribution. Ecological factors including competition with parental and invasive species, niche and climate change adaptation, stability in time and space are to be investigated.
种间杂交和多倍体化被认为是植物进化的两大动力,它们塑造了基因组,有利于进化的新颖性和生态适应性。最近的研究证明了Lemna属(Lemnaceae Martinov)的杂交。小百合属(Lemna minor)产生了两个种间杂交种:Lemna x mediterranea,是在种质收集克隆中发现的。L. x mediterranea是L. minor和L. gibba的杂交种,被假定与50年前在意大利南部被无效描述的物种L.一项取样活动在意大利坎帕尼亚地区的不同地点发现了该杂交种的八个种群。通过核标记管蛋白多态性(TBP)发现,分离出的标本在遗传学上是相同的,可能属于同一个原始克隆(LER-LME),与之前分析的采集克隆不同,这表明杂交是反复进行的。自然杂交克隆为三倍体,以 L. gibba 为质体供体。形态与 L. gibba 非常相似,但该物种典型的雌雄同株现象只有在诱导开花时才变得明显。花为原雌蕊,自花不育。调查期间发现了两个亲本物种--L. minor 和 L. gibba--的种群,记录了 L. minor 的高遗传变异性。其他柠檬科植物、Wolffia arrhiza 和 L. trisulca 也偶尔出现。与意大利其他地区相比,入侵物种 L. minuta 的存在似乎不太普遍:x mediterranea 的五个种群。从这些种群中分离出来的克隆,取样于面积约为 4200 平方公里的不同水体,在遗传学上没有区别,很可能源自同一杂交事件。由于内含子具有高度多态性,TBP 为从基因上识别不育克隆系和追踪其时空分布提供了一种直接的方法。生态因素包括与亲本和入侵物种的竞争、生态位和气候变化适应性、时间和空间的稳定性等都有待研究。
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引用次数: 0
Response diversity increases functional stability but decreases diversity and compositional stability of grassland communities 响应多样性提高了草地群落的功能稳定性,但降低了多样性和组成稳定性
Pub Date : 2024-08-09 DOI: 10.1101/2024.08.08.607162
Vincent Zieschank, Robert R Junker
The insurance hypothesis of biodiversity assumes that ecosystem stability rises with increasing biodiversity because functionally redundant species respond differently to environmental changes, allowing some species to compensate for the loss of others. We tested this hypothesis by combining extensive field data and a common garden experiment where sods originating from different regions were subjected to land-use treatments. Based on plant species-specific performance-environment relationships with abundance as performance proxy and land-use intensity as environmental variable, we calculated response dissimilarity of species-pairs. The resulting dissimilarity matrix was used to calculate response diversity (functional dispersion) of grass sods before and after land-use treatments. Our results showed that high land-use intensity decreased response diversity of plant communities both in the field as well as in the common garden. Response diversity in grass sods increased functional stability but decreased stability in terms of species diversity and composition as communities with high response diversity lost species without replacement in response to experimental land-use change, while those with low response diversity showed species turnover. We conclude that response diversity is an important component of biodiversity and discuss future research directions to refine and generalize the concept of response diversity and its role in ecosystem stability.
生物多样性的 "保险假说 "认为,生态系统的稳定性会随着生物多样性的增加而提高,因为功能冗余的物种会对环境变化做出不同的反应,从而使一些物种能够弥补另一些物种的损失。我们结合大量的实地数据和一个普通的花园实验,对来自不同地区的草皮进行了土地利用处理,从而验证了这一假说。根据植物物种的特异性能与环境的关系,以丰度作为性能代表,以土地利用强度作为环境变量,我们计算了物种对的响应差异。由此得出的异质性矩阵用于计算土地利用处理前后草地的响应多样性(功能分散)。我们的研究结果表明,高土地利用强度降低了野外和普通花园中植物群落的响应多样性。草地中的响应多样性提高了功能稳定性,但降低了物种多样性和组成的稳定性,因为响应多样性高的群落在土地利用变化的实验中会失去物种而不会被替代,而响应多样性低的群落则会出现物种更替。我们的结论是,响应多样性是生物多样性的一个重要组成部分,并讨论了未来的研究方向,以完善和推广响应多样性的概念及其在生态系统稳定性中的作用。
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引用次数: 0
Releasing the octoPus, an open-source digital tool to promote Integrated Pest Management 发布开源数字工具 octoPus,促进虫害综合防治
Pub Date : 2024-08-09 DOI: 10.1101/2024.08.07.606987
Simone Ugo Maria Bregaglio, Eugenio Rossi, Lorenzo Ascari, Gabriele Mongiano, Eleonora Del Cavallo, Sofia Bajocco, Luisa Maria Manici, Antonio Gerardo Pepe, Chiara Bassi, Rocchina Tiso, Fabio Pietrangeli, Giovanna Cattaneo, Camilla Nigro, Marco Secondo Gerardi, Simone Bussotti, Angela Sanchioni, Danilo Tognetti, Mariangela Sandra, Irene De Lillo, Paolo Framarin, Sandra Di Ferdinando, Riccardo Bugiani
Meeting the EU targets to halve chemical pesticide use by 2030 necessitates European farmers to adopt Integrated Pest Management principles as the standard. Decision support systems are valuable tools to meet this target and rely on individual disease models to identify conducive conditions to fungal infections. These models are often proprietary assets of digital startups and agrochemical companies, leading to a lack of transparency for farmers and a bias towards chemical solutions over sustainable practices. We present octoPus, the first free digital tool designed to support the control of primary infections of grapevine downy mildew, and we evaluate its performance and behavior on a wide set of environmental conditions and agricultural contexts. We implemented eight models from scientific articles (Rule310, Laore, EPI, IPI, DMcast, UCSC, Misfits, Magarey, the tentacles), and evaluated them across Italian grapevine areas from 2001 to 2020. Model outputs were integrated with phenology and susceptibility models (the eyes), which were calibrated using data from regional extension services bulletins. The simulated infections serve as predictors in a Random Forest algorithm (brain) that elaborates an overall risk level (very low to very high). The Llama large language model is used to generate user-supportive messages (the mouth). octoPus is released as an open-source software, which reads weather data, executes the models, and presents outputs in natural language and symbolic syntax. Our results showed reasonable accuracy in simulating grapevine phenology (RMSE = 9-10 days) and seasonal risk (RMSE ≈ 0.75). The infection models consistently identified a moisture and thermal north-south suitability gradient in Italy and accurately detected years with low or high downy mildew pressure. However, the models displayed significant differences in the number and dynamics of simulated infections, with two distinct patterns within the ensemble. Meeting the EU targets to halve chemical pesticide use by 2030 necessitates European farmers to adopt Integrated Pest Management principles as the standard. Decision support systems are valuable tools to meet this target and rely on individual disease models to identify conducive conditions to fungal infections. These models are often proprietary assets of digital startups and agrochemical companies, leading to a lack of transparency for farmers and a bias towards chemical solutions over sustainable practices. We present octoPus, the first free digital tool designed to support the control of primary infections of grapevine downy mildew, and we evaluate its performance and behavior on a wide set of environmental conditions and agricultural contexts. We implemented eight models from scientific articles (Rule310, Laore, EPI, IPI, DMcast, UCSC, Misfits, Magarey, the "tentacles"), and evaluated them across Italian grapevine areas from 2001 to 2020. Model outputs were integrated with phenology and susceptibility models (the
要实现欧盟到 2030 年将化学农药使用量减半的目标,欧洲农民就必须采用病虫害综合防治原则作为标准。决策支持系统是实现这一目标的重要工具,它依靠单个疾病模型来确定真菌感染的有利条件。这些模型通常是数字初创公司和农用化学品公司的专有资产,导致农民缺乏透明度,并偏向于化学解决方案而非可持续实践。我们介绍了第一款免费数字工具 octoPus,该工具旨在支持葡萄霜霉病初级感染的控制,我们还评估了它在各种环境条件和农业背景下的性能和行为。我们采用了八种科学文章中的模型(Rule310、Laore、EPI、IPI、DMcast、UCSC、Misfits、Magarey、触角),并从 2001 年到 2020 年在意大利葡萄种植区进行了评估。模型输出与物候学和易感性模型(眼睛)进行了整合,后者利用地区推广服务公告中的数据进行了校准。模拟感染作为随机森林算法(大脑)中的预测因子,可得出总体风险水平(从极低到极高)。octoPus 是一款开源软件,可读取天气数据、执行模型并以自然语言和符号语法显示输出结果。我们的结果表明,模拟葡萄物候(均方根误差 = 9-10 天)和季节性风险(均方根误差≈ 0.75)的准确性相当高。感染模型一致确定了意大利的湿度和热度南北适宜梯度,并准确检测出霜霉病压力较低或较高的年份。然而,这些模型在模拟感染的数量和动态方面存在显著差异,在集合中呈现出两种截然不同的模式。要实现欧盟到 2030 年将化学农药使用量减半的目标,欧洲农民必须采用病虫害综合防治原则作为标准。决策支持系统是实现这一目标的重要工具,它依靠单个疾病模型来确定真菌感染的有利条件。这些模型通常是数字初创公司和农用化学品公司的专有资产,导致农民缺乏透明度,并偏向化学解决方案而非可持续实践。我们介绍了第一款免费数字工具 octoPus,该工具旨在支持葡萄霜霉病初级感染的控制,我们还评估了它在各种环境条件和农业背景下的性能和行为。我们采用了八种科学文章中的模型(Rule310、Laore、EPI、IPI、DMcast、UCSC、Misfits、Magarey、"触角"),并从 2001 年到 2020 年在意大利葡萄种植区进行了评估。模型输出与物候学和易感性模型("眼睛")进行了整合,并利用地区推广服务公报中的数据对其进行了校准。模拟感染情况可作为随机森林算法("大脑")的预测因子,从而得出总体风险水平(从极低到极高)。octoPus 是一款开源软件,可读取天气数据、执行模型并以自然语言和符号语法显示输出结果。我们的结果表明,模拟葡萄物候(RMSE = 9-10 天)和季节性风险(RMSE ≈ 0.75)的准确性相当高。感染模型一致确定了意大利的湿度和热度南北适宜梯度,并准确检测出霜霉病压力较低或较高的年份。然而,这些模型在模拟感染的数量和动态方面存在显著差异,在集合中呈现出两种截然不同的模式。通过开发和发布首个支持葡萄霜霉病防治的免费开源工具,我们填补了欧洲农民在决策支持系统的可用性和透明度方面的一个重要空白。专有模型往往缺乏透明度,而且可能偏向于农业综合企业的逻辑,与之不同的是,octoPus 提供了一个全面、易用的替代方案,可促进病虫害综合防治实践。我们建议植物卫生当局采用 octoPus,以确定性能改进和能力扩展的领域。
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引用次数: 0
A site selection decision framework for effective kelp restoration 有效恢复海藻的选址决策框架
Pub Date : 2024-08-09 DOI: 10.1101/2024.08.08.607095
Anita Giraldo-Ospina, Tom Bell, Mark H. Carr, Jennifer E. Caselle
Highlights
亮点
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引用次数: 0
期刊
bioRxiv - Ecology
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