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平行圆明园:从数字孪生园林到元宇宙智慧遗址公园 被引量:10
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作者 康孟珍 邱文忠 +8 位作者 陈自富 王猛 许沙沙 王秀娟 倪爱东 蒋玉洁 陈世超 DE REFFYE Philippe 王飞跃 《智能科学与技术学报》 2022年第3期301-307,共7页
圆明园是一座历史上的皇家园林,它不仅在中国园林史上占有重要地位,也在世界上享有很高的声誉。圆明园蕴含的历史和文化价值,迫切需要通过一种全新的方式被国人广泛了解,被世界铭记。围绕坚持“保护第一、加强管理、挖掘价值、有效利用... 圆明园是一座历史上的皇家园林,它不仅在中国园林史上占有重要地位,也在世界上享有很高的声誉。圆明园蕴含的历史和文化价值,迫切需要通过一种全新的方式被国人广泛了解,被世界铭记。围绕坚持“保护第一、加强管理、挖掘价值、有效利用、让文物活起来”的工作方针,提出平行圆明园这一全新解决方案,为智慧圆明园的建设提供技术参考。平行圆明园是ACP理论在圆明园运营管理中的应用,通过描述智能构建虚拟圆明园,利用预测智能在虚拟圆明园中进行大规模的计算实验,通过引导智能和平行执行突破圆明园的地域边界,实现对圆明园的智能管理。虚拟世界的圆明园的发展和丰富,虚拟与现实世界的日益平行互动和融合,将带来新的圆明园运营模式。 展开更多
关键词 平行系统 ACP理论 去中心化自治组织 圆明园 智能管理
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从群体到个体尺度——基于数据的DSSAT和GreenLab作物模型连接探索 被引量:3
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作者 王秀娟 康孟珍 +1 位作者 华净 Philippe DE REFFYE 《智慧农业(中英文)》 2021年第2期77-87,共11页
作物模型的研究涉及作物生长发育的复杂过程,空间上从分子到细胞、组织、器官、个体、群体等不同尺度,时间尺度上可以从秒到年。基于不同的研究需求,切换作物模型尺度,可使得作物模型的适用性更广泛灵活。其中,如何从群体尺度的作物模... 作物模型的研究涉及作物生长发育的复杂过程,空间上从分子到细胞、组织、器官、个体、群体等不同尺度,时间尺度上可以从秒到年。基于不同的研究需求,切换作物模型尺度,可使得作物模型的适用性更广泛灵活。其中,如何从群体尺度的作物模型转入个体尺度的作物模型是本研究的内容。本研究基于四个玉米品种的两个处理(灌溉和雨养)的已有的实验数据和基于这些数据的DSSAT系统的模拟数据,校准功能结构模型GreenLab的参数,以计算结果一致为指标,探索不同空间尺度模型建立接口的方法,比较不同模型的特点。结果表明,GreenLab模型可以复现DSSAT系统的模拟数据和实际测量数据,进一步可以反演出各种器官之间生物量的分配并进行三维可视化展示。最后讨论了不同空间尺度模型结合的优势及应用领域。 展开更多
关键词 作物模型 不同尺度模型 功能结构模型 模型连接 DSSAT GreenLab 参数估计
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GreenLab模型20余年研究回顾与展望 被引量:2
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作者 康孟珍 王秀娟 +3 位作者 华净 胡包钢 王飞跃 De Reffye Philippe 《农业大数据学报》 2021年第3期3-12,共10页
【有关概念】GreenLab是器官尺度的植物功能结构模型(Functional-Structural Plant Model,FSPM),采用离散动态系统的形式来描述植物的生长和发育过程,包括植物生物量产生和分配,以及结构形成等,是融合植物学、数学、农业、计算机、自动... 【有关概念】GreenLab是器官尺度的植物功能结构模型(Functional-Structural Plant Model,FSPM),采用离散动态系统的形式来描述植物的生长和发育过程,包括植物生物量产生和分配,以及结构形成等,是融合植物学、数学、农业、计算机、自动化领域学科知识的通用模型。【目前研究现状】自1998年以来,基于中法合作,围绕GreenLab模型发展了包括双尺度自动机理论、分枝结构植物的参数反求方法、随机的植物功能结构模型以及理论计算、植物快速建模与可视化算法,开发了SciLab以及MatLab环境下的作物生长模拟与拟合软件,以及基于c++的面向复杂植物计算的软件。目前,GreenLab模型已应用于玉米、小麦、黄瓜、番茄、油菜、菊花、松树、枫树等具有不同特点的几十种植物,涵盖的植物类型从草本作物到复杂的树木。模型特色在于可通过观测植物的器官生物量和数量等数据,反求影响生物量产生和分配的模型内部源库参数;对于单枝或分枝结构、确定性或随机性结构,均能采用通用的器官尺度的数据进行模型校准。【本文的内容概括】本文回顾GreenLab模型的发展历程及其最新进展,介绍模型的基本概念和主要方法,包括双尺度自动机、器官序列,以及通用的植物拟合目标。详细介绍了GreenLab模型中所包含的结构模型(器官数量的计算、器官产生的随机性模拟等)、功能模型(植物和器官需求、生物量产生和分配、器官生长等),以及二者相结合进行参数反求的计算方法。【展望】随着植物表型技术的成熟和普及,GreenLab模型可用于平行农业种植系统的构建,服务植物与环境关系的深入理解,以及生产管理与控制中的智能决策支持。 展开更多
关键词 GreenLab 植物功能结构模型 离散动态模型 参数校准 平行农业系统
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The Effect of Four Abiotic Factors on Macro-Anatomical Markers Development in <i>Parkia biglobosa</i>, Jack, R. Br., 1830 (Fabaceae) Crown 被引量:1
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作者 Beda Innocent Adji Doffou Sélastique Akaffou +3 位作者 Kouadio Henri Kouassi Yao Patrice Houphouet Jerôme Duminil Sylvie Sabatier 《American Journal of Plant Sciences》 2021年第4期645-661,共17页
Interpretation of primary growth markers (modules) is neglected in sustainable resource management processes, yet it opens up prospects for long time series on tree crown development, necessary for their characterizat... Interpretation of primary growth markers (modules) is neglected in sustainable resource management processes, yet it opens up prospects for long time series on tree crown development, necessary for their characterization in the current context of climate change. This study aimed to assess the morphological variation of crown shoots in <i><span style="font-family:Verdana;">Parkia biglobosa</span></i><span style="font-family:Verdana;"> in the face of a changing environment. Axis growth modules of 420 individuals of different ages were retrospectively analyzed in the presence or absence of shading during the wet and dry seasons in seven localities in Cote d’Ivoire. The results showed that the developmental environment of individuals did not influence the growth modules dimensions (P > 0.05). However, module size remained significantly different between locations (P < 0.05). The southern part of the gradient is still favourable and has priority for the establishment of permanent plots. The modules morphology differs from the youngest to the oldest individuals (P < 0.05). The rainy season remains the ideal period for the implementation of agroforestry reforestation programmes based on this species (P < 0.05). </span><i><span style="font-family:Verdana;">Parkia biglobosa</span></i><span style="font-family:Verdana;"> is a monochasial sympod (Pseudo-monopod) with a relay axis that follows the Paul Champagnat architectural model in the young stage, and transits to the Wilhelm Troll model later in the adult and old stage. This information contributes to the understanding of the functioning of crown and the adaptation of this species to a varying environment. It could guide choice of suitable environment and ideal genotype for the implementation of a reforestation or agroforestry programme based on </span><i><span style="font-family:Verdana;">Parkia biglobosa</span></i><span style="font-family:Verdana;">.</span> 展开更多
关键词 Parkia biglobosa Environment DEVELOPMENT Growth Modules CROWN
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Effect of the seeds provenance and treatment on the germination rate and plants growth of four forest trees species of Cote d’Ivoire
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作者 Sélastique Doff ou Akaff ou AiméKouassi Kouame +5 位作者 Nestor Bi Boh Gore Georges Yao Abessika Henri Kouadio Kouassi Perla Hamon Sylvie Sabatier Jerome Duminil 《Journal of Forestry Research》 SCIE CAS CSCD 2021年第1期161-169,共9页
The rapid rate of deforestation in Cote d’Ivoire has led to loss of plant species diversity and also threatens some commercial tree species with extinction.Some reforestation and aff orestation has been completed.How... The rapid rate of deforestation in Cote d’Ivoire has led to loss of plant species diversity and also threatens some commercial tree species with extinction.Some reforestation and aff orestation has been completed.However,for some species,the numbers of surviving transplants has declined.Hence,it is necessary to develop properly adapted and resilient genotypes that can eff ectively support the programs of forest restoration.In this context we evaluated the eff ects of the provenances of seeds and of various treatments on the germination rates and on plant growth of four commercial trees species(Pycnanthus angolensis,Terminalia superba,Mansonia altissima and Pterygota macrocarpa).We analyzed these parameters for seeds of three provenances(Daloa,Akoupéand Daoukro)of four species and for thirty plants aged 6 months per provenance.Time to begin germination and time to reach maximum germination were similar among species,and were not infl uenced by either treatment or provenance.Untreated seeds and those soaked for 24 and 48 h in water at room temperature yielded the highest germination rates,irrespective of species or provenance.The one exception was P.angolensis,for which no germination was recorded.Within species,some provenances produced higher germination percentages than did others.No clear relationship was computed between the germination rate and the morphometric characteristics of the seeds which varied signifi cantly between provenances.Plant growth and morphological variability also depended greatly on provenance.Genetic factors might be implicated,therefore provenance trials should be undertaken and evaluated.Furthermore,molecular analysis should be undertaken to confi rm the implications of genetic factors and allow for genetic selection. 展开更多
关键词 Forest trees Seed germination Plant growth PROVENANCE Cote d’Ivoire
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Influence of Different Environments on Germination Parameters and Seedling Morphology in <i>Khaya senegalensis</i>(Desr.) A. Juss (Meliaceae)
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作者 Beda Innocent Adji Sélastique Doffou Akaffou +3 位作者 Kouadio Henri Kouassi Yao Patrice Houphouet Jerôme Duminil Sylvie Sabatier 《American Journal of Plant Sciences》 2020年第10期1579-1600,共22页
<i>Khaya senegalensis</i><span><span><span style="font-family:;" "=""><span style="font-family:Verdana;"> is one of the largest and most majestic ... <i>Khaya senegalensis</i><span><span><span style="font-family:;" "=""><span style="font-family:Verdana;"> is one of the largest and most majestic trees in Africa. Overexploited for its precious wood and medicinal values, the natural stands of this species are in danger of extinction in Cote d’Ivoire. Its sustainable management through regeneration techniques and assessment of its degree of adaptation to the changing climate is necessary. </span><span style="font-family:Verdana;">The aim of this study is</span><span style="font-family:Verdana;"> to evaluate the effect of different environments on seedling germination and development in </span><span style="font-family:Verdana;"><i>Khaya senegalensis</i></span><span style="font-family:Verdana;">. A total of 2160 seeds from different mother plants and 540 individuals from seed germination were selected and evaluated. The trials were conducted on three sites that were distinct by their microclimate (two nurseries in Cote d’Ivoire and one greenhouse in France). Analysis of variance showed that germination and morphology parameters were not influenced by the characteristics of the mother plants used (p > 0.05), but rather by the study sites (P < 0.05). The stable and controlled greenhouse climate was more advantageous for latency time (12.66 ± 0.80 days), germination delay (16.96 96 ± 0.54 days), germination speed (19.66 ± 2.95 days), germination duration (10.83 ± 2.27 days) and germination rate (88.88 ± 7.97) with more vigorous sowing than the other two sites. The results showed in general that the higher the height of the seedlings, the thicker the diameter of the seedlings (r = 0.796) and the higher the number of leaves (r = 0.946). This savannah species is native to the arid zones of Africa, but this study highlighted its adaptive potential to changing and different climates. These results are decision support tools for the regeneration of native pioneer forest species with high agroforestry potential and socio-economic importance such as </span><span style="font-family:Verdana;"><i>Khaya senegalensis</i></span><span style="font-family:Verdana;">. This study could be extended to other species </span><span style="font-family:Verdana;">in order to</span><span style="font-family:Verdana;"> restore disturbed ecosystems.</span></span></span></span> 展开更多
关键词 Khaya senegalensis Environments Germination Parameters GREENHOUSE Côte d’Ivoire
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Modeling of Date Palm (Phoenix dactylifera L.) Vegetative Aerial Architecture, Example of Two Tunisian Cultivars
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作者 Sana Gammoudi René Lecoustre Mohamed Ben Salah 《Journal of Life Sciences》 2014年第5期418-424,共7页
The present study was carried out to verify the statistical relationships between the characteristic parameters in terms of vegetative aerial architecture of the date palms for simulating realistic 3D models. The vege... The present study was carried out to verify the statistical relationships between the characteristic parameters in terms of vegetative aerial architecture of the date palms for simulating realistic 3D models. The vegetal material was composed of two Tunisian varieties of Phoenix dactylifera L., "Barhi" and "Rochdi". The observations are taken place in Gabes and on one pair of palms per main stem and offshoot for each cultivar. The analysis of the characteristic dimensions of the pinnae and rachis allowed the determination of a minimum sample. The geometrical analysis confirmed the existence of a strong correlation between rotation angles and radial angles. The architectural analysis of the two Tunisian cultivars revealed that the distribution of characteristic parameter values of pinnae was the outcome ofa regionalized variable along the rachis. This statistical study of relationships between the characteristic parameters in terms of vegetative aerial architecture of the two varieties allows executing a new measurement protocol for computing and simulating realistic 3D models. 展开更多
关键词 Phoenix dactylifera L. modeling ARCHITECTURE minimum sample correlation.
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Local Practices and Knowledge Associated with Date Palm Cultivation in Southeastern Niger
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作者 Oumarou Zango Hervé Rey +3 位作者 Yacoubou Bakasso René Lecoustre Frédérique Aberlenc Jean-Christophe Pintaud 《Agricultural Sciences》 2016年第9期586-603,共19页
The date palm (Phoenix dactylifera L.), a dioecious species, is of particular interest in the Sahel due to its phenological plasticity in relation to climate change and its double-flowering capacity. This article expl... The date palm (Phoenix dactylifera L.), a dioecious species, is of particular interest in the Sahel due to its phenological plasticity in relation to climate change and its double-flowering capacity. This article explores local practices and knowledge associated with date palm cultivation in the oasis basins of southeastern Niger, and provides an inventory of local seed propagated varieties, for more effectively guiding agricultural research and the breeding of this species. We carried out a survey of 30 date palm growers in 14 villages of the Manga region. The qualitative data of the survey were processed by a Multiple Correspondence Analysis. We inventoried 19 date palm varieties, for which the main distinctive criterion was fruit colour, but some other criteria such as biology or provenance were also used. The cultural practices and knowledge associated with the date palm in Manga have improved since the 1990s. They also depend on ethnic groups and the importance they assign to farming compared to livestock rearing and trading activities. The type of basin (high, intermediate, or low water table) influences growers’ practices and perceptions. Lastly, the date harvest in the wet season is abundant, but of mediocre quality, whereas it is the opposite for the dry season harvest. To conclude, sustainable development of date palm cultivation in the Sahel zone relies firstly on the selection of varieties that are early fruit producers or that can complete fruit maturation during the raining season and secondly on technical capacity building for producers. 展开更多
关键词 SAHEL Phoenix dactylifera Seed Propagated Variety Local Knowledge Climate Change
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油菜分枝拓扑结构随机模拟 被引量:3
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作者 王秀娟 李冬 +5 位作者 林宝刚 华净 康孟珍 张冬青 de Reffye Philippe 王飞跃 《中国科学:生命科学》 CSCD 北大核心 2019年第1期67-76,共10页
油菜(Brassica napus L.)具有复杂的分枝结构,其分枝为向顶式发生(出现)、向基式扩展,这种独特的生长模式使得油菜个体植株间的构型存在很大的差异.本研究利用与位置有关的生长延迟函数,计算各分枝从发生到扩展的时间间隔,来模拟油菜分... 油菜(Brassica napus L.)具有复杂的分枝结构,其分枝为向顶式发生(出现)、向基式扩展,这种独特的生长模式使得油菜个体植株间的构型存在很大的差异.本研究利用与位置有关的生长延迟函数,计算各分枝从发生到扩展的时间间隔,来模拟油菜分枝这种独特的生长模式.此外,利用随机概率模型来模拟油菜植株间分枝数、主干和分枝的叶元数等.通过实际测量的四个油菜品种(ZY18, ZY50, ZS72和ZS11)的数据,采用最小二乘法对该模型的参数进行校准.结果表明,该随机模型能够模拟油菜植株拓扑结构,并根据参数估计的结果分析不同品种的拓扑结构差异性.本研究提出了新的简化方法模拟油菜分枝的生长模式,该模型可与油菜生长模型相结合,从而模拟油菜的动态生长过程. 展开更多
关键词 油菜 花序发育 拓扑结构随机模拟 生长延迟函数 参数估计 概率分布
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The contribution of microorganisms and metazoans to mineral nutrition in bromeliads 被引量:3
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作者 Céline Leroy Jean-François Carrias +1 位作者 Régis Céréghino Bruno Corbara 《Journal of Plant Ecology》 SCIE 2016年第3期241-255,共15页
Aims One critical challenge for plants is to maintain an adequate nutrient supply under fluctuating environmental conditions.This is particularly true for epiphytic species that have limited or no access to the pedosp... Aims One critical challenge for plants is to maintain an adequate nutrient supply under fluctuating environmental conditions.This is particularly true for epiphytic species that have limited or no access to the pedosphere and often live in harsh climates.Bromeliads have evolved key innovations such as epiphytism,water-absorbing leaf trichomes,tank habit and Crassulacean acid metabolism(CAM)photosynthesis that enable them to survive under various environmental conditions.Bromeliads encompass diverse ecological types that live on different substrates(they can be terrestrial,epilithic or epiphytic)and vary in their ability to retain water(they can be tank-forming or tankless)and photosynthetic pathway(i.e.C3 or CAM).In this review,we outline the nutritional modes and specializations that enable bromeliads to thrive in a wide range of nutrient-poor(mostly nitrogen-depleted)environments.Important FindingsBromeliads have evolved a great diversity of morphologies and functional adaptations leading to the existence of numerous nutritional modes.Focusing on species that have absorptive foliar trichomes,we review evidence that bromeliads have evolved multi-faceted nutritional strategies to respond to fluctuations in the supply of natural nitrogen(N).These plants have developed mutualistic associations with many different and functionally diverse terrestrial and aquatic microorganisms and metazoans that contribute substantially to their mineral nutrition and,thus,their fitness and survival.Bacterial and fungal microbiota-assisted N provisioning,protocarnivory,digestive mutualisms and myrmecotrophic pathways are the main strategies used by bromeliads to acquire nitrogen.The combination of different nutritional pathways in bromeliads represents an important adaptation enabling them to exploit nutrient-poor habitats.Nonetheless,as has been shown for several other vascular plants,multiple partners are involved in nutrient acquisition indicating that there have been convergent adaptations to nutrient scarcity.Finally,we point out some gaps in the current knowledge of bromeliad nutrition that offer fascinating research opportunities. 展开更多
关键词 digestive mutualism insect-assisted nutrients leafδ15N multiple N sources myrmecotrophy
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Estimating Compositions and Nutritional Values of Seed Mixes Based on Vision Transformers
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作者 Shamprikta Mehreen Hervé Goëau +3 位作者 Pierre Bonnet Sophie Chau Julien Champ Alexis Joly 《Plant Phenomics》 SCIE EI CSCD 2023年第4期805-815,共11页
The cultivation of seed mixtures for local pastures is a traditional mixed cropping technique of cereals and legumes for producing,at a low production cost,a balanced animal feed in energy and protein in livestock sys... The cultivation of seed mixtures for local pastures is a traditional mixed cropping technique of cereals and legumes for producing,at a low production cost,a balanced animal feed in energy and protein in livestock systems.By considerably improving the autonomy and safety of agricultural systems,as well as reducing their impact on the environment,it is a type of crop that responds favorably to both the evolution of the European regulations on the use of phytosanitary products and the expectations of consumers who wish to increase their consumption of organic products.However,farmers find it difficult to adopt it because cereals and legumes do not ripen synchronously and the harvested seeds are heterogeneous,making it more difficult to assess their nutritional value.Many efforts therefore remain to be made to acquire and aggregate technical and economical references to evaluate to what extent the cultivation of seed mixtures could positively contribute to securing and reducing the costs of herd feeding.The work presented in this paper proposes new Artificial Intelligence techniques that could be transferred to an online or smartphone application to automatically estimate the nutritional value of harvested seed mixes to help farmers better manage the yield and thus engage them to promote and contribute to a better knowledge of this type of cultivation.For this purpose,an original open image dataset has been built containing 4,749 images of seed mixes,covering 11 seed varieties,with which 2 types of recent deep learning models have been trained.The results highlight the potential of this method and show that the best-performing model is a recent state-of-the-art vision transformer pre-trained with self-supervision(Bidirectional Encoder representation from Image Transformer).It allows an estimation of the nutritional value of seed mixtures with a coefficient of determination R^(2)score of 0.91,which demonstrates the interest of this type of approach,for its possible use on a large scale. 展开更多
关键词 TRANSFERRED CULTIVATION HARVEST
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