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Species-specific influences of competition and tree size on drought sensitivity and resistance for three planted conifers in northern China
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作者 Rui Deng Jinglei Liao +5 位作者 Tim Rademacher Zhongqi Xu Mingchao Du Jianwei Zheng Lihua Fu Xianliang Zhang 《Forest Ecosystems》 2025年第3期402-410,共9页
Droughts have caused tree growth decline and high tree mortality across temperate forests,however,how to manage planted forests to alleviate drought stress is still challenging.We used tree-ring and forest inventory d... Droughts have caused tree growth decline and high tree mortality across temperate forests,however,how to manage planted forests to alleviate drought stress is still challenging.We used tree-ring and forest inventory data from different density stands to investigate how competition,tree diameter at breast height(DBH),tree age,and their interactions influence drought sensitivity and resistance for three widely-distributed and planted conifer species(Larix principis-rupprechtii,Picea meyeri,and Pinus sylvestris var.mongolica).Our results showed that the drought sensitivity of the three species was influenced by competition,tree size,and their interactions.Large L.principis-rupprechtii trees were particularly sensitive to drought during the growing season in medium to high-density stands,while the growth of large P.sylvestris var.mongolica was most affected by precipitation at low to medium density stands.Drought resistance of L.principis-rupprechtii trees decreased as tree size increased.Large L.principis-rupprechtii trees had lower drought resistance than small trees in all stands.Drought resistance of large P.meyeri trees exhibited high resistance to drought only in high-density stands.However,drought resistance of P.sylvestris var.mongolica trees was affected by tree size,competition,and their interactions.These results indicated that targeted silvicultural interventions,such as thinning,can be implemented to enhance drought resistance specifically for large L.principis-rupprechtii trees and small P.sylvestris var.mongolica trees in medium and high competition stands,and small P.meyeri trees in high competition stands.Our results highlight that properly conducted thinning can in some cases enhance growth resistance to droughts,depending on stand density,tree size,and tree species. 展开更多
关键词 COMPETITION tree size Radial growth Drought events Drought sensitivity
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New indices to balanceα-diversity against tree size inequality
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作者 Li Zhang Brady K.Quinn +4 位作者 Cang Hui Meng Lian Johan Gielis Jie Gao Peijian Shi 《Journal of Forestry Research》 SCIE EI CAS CSCD 2024年第1期229-237,共9页
The number and composition of species in a community can be quantified withα-diversity indices,including species richness(R),Simpson’s index(D),and the Shannon-Wiener index(H΄).In forest communities,there are large ... The number and composition of species in a community can be quantified withα-diversity indices,including species richness(R),Simpson’s index(D),and the Shannon-Wiener index(H΄).In forest communities,there are large variations in tree size among species and individu-als of the same species,which result in differences in eco-logical processes and ecosystem functions.However,tree size inequality(TSI)has been largely neglected in studies using the available diversity indices.The TSI in the diameter at breast height(DBH)data for each of 99920 m×20 m forest census quadrats was quantified using the Gini index(GI),a measure of the inequality of size distribution.The generalized performance equation was used to describe the rotated and right-shifted Lorenz curve of the cumulative proportion of DBH and the cumulative proportion of number of trees per quadrat.We also examined the relationships ofα-diversity indices with the GI using correlation tests.The generalized performance equation effectively described the rotated and right-shifted Lorenz curve of DBH distributions,with most root-mean-square errors(990 out of 999 quadrats)being<0.0030.There were significant positive correlations between each of threeα-diversity indices(i.e.,R,D,and H’)and the GI.Nevertheless,the total abundance of trees in each quadrat did not significantly influence the GI.This means that the TSI increased with increasing spe-cies diversity.Thus,two new indices are proposed that can balanceα-diversity against the extent of TSI in the com-munity:(1−GI)×D,and(1−GI)×H’.These new indices were significantly correlated with the original D and H΄,and did not increase the extent of variation within each group of indices.This study presents a useful tool for quantifying both species diversity and the variation in tree sizes in forest communities,especially in the face of cumulative species loss under global climate change. 展开更多
关键词 Diameter at breast height(DBH) Gini index Shannon-Wiener index Simpson’s index QUADRAT tree size
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Effects of tree size and organ age on variations in carbon,nitrogen,and phosphorus stoichiometry in Pinus koraiensis
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作者 Yanjun Wang Guangze Jin Zhili Liu 《Journal of Forestry Research》 SCIE EI CAS CSCD 2024年第3期155-165,共11页
Carbon(C),nitrogen(N),and phosphorus(P)are of fundamental importance for growth and nutrient dynamics within plant organs and deserve more attention at regional to global scales.However,our knowledge of how these nutr... Carbon(C),nitrogen(N),and phosphorus(P)are of fundamental importance for growth and nutrient dynamics within plant organs and deserve more attention at regional to global scales.However,our knowledge of how these nutrients vary with tree size,organ age,or root order at the individual level remains limited.We determined C,N,and P contents and their stoichiometric ratios(i.e.,nutrient traits)in needles,branches,and fine roots at different organ ages(0-3-year-old needles and branches)and root orders(1st-4th order roots)from 64 Pinus koraiensis of varying size(Diameter at breast height ranged from 0.3 to 100 cm)in northeast China.Soil factors were also measured.The results show that nutrient traits were regulated by tree size,organ age,or root order rather than soil factors.At a whole-plant level,nutrient traits decreased in needles and fine roots but increased in branches with tree size.At the organ level,age or root order had a negative effect on C,N,and P and a positive effect on stoichiometric ratios.Our results demonstrate that nutrient variations are closely related to organ-specific functions and ecophysiological processes at an individual level.It is suggested that the nutrient acquisition strategy by younger trees and organ fractions with higher nutrient content is for survival.Conversely,nutrient storage strategy in older trees and organ fractions are mainly for steady growth.Our results clarified the nutrient utilization strategies during tree and organ ontogeny and suggest that tree size and organ age or root order should be simultaneously considered to understand the complexities of nutrient variations. 展开更多
关键词 tree size Organ age(or root order) Carbon(C) Nitrogen(N) Phosphorus(P) Pinus koraiensis
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Tree structure and diversity shape the biomass of primary temperate mountain forests 被引量:2
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作者 Dheeraj Ralhan Ruffy Rodrigo +14 位作者 Heather Keith Annemiek Irene Stegehuis Jakob Pavlin Yumei Jiang Milos Rydval Juliana Nogueira Alexandre Fruleux Marek Svitok Martin Mikolas Daniel Kozak Martin Dusatko Pavel Janda Oleh Chaskovsky Catalin-Constantin Roibu Miroslav Svoboda 《Forest Ecosystems》 SCIE CSCD 2024年第4期568-579,共12页
Primary forests are spatially diverse terrestrial ecosystems with unique characteristics,being naturally regenerative and heterogeneous,which supports the stability of their carbon storage through the accumulation of ... Primary forests are spatially diverse terrestrial ecosystems with unique characteristics,being naturally regenerative and heterogeneous,which supports the stability of their carbon storage through the accumulation of live and dead biomass.Yet,little is known about the interactions between biomass stocks,tree genus diversity and structure across a temperate montane primary forest.Here,we investigated the relationship between tree structure(variability in basal area and tree size),genus-level diversity(abundance,tree diversity)and biomass stocks in temperate primary mountain forests across Central and Eastern Europe.We used inventory data from726 permanent sample plots from mixed beech and spruce across the Carpathian Mountains.We used nonlinear regression to analyse the spatial variability in forest biomass,structure,and genus-level diversity and how they interact with plot-level tree age,disturbances,temperature and altitude.We found that the combined effects of genus and structural indices were important for addressing the variability in biomass across different spatial scales.Local processes in disturbance regimes and uneven tree age support forest hete rogeneity and the accumulation of live and dead biomass through the natural regeneration,growth and decay of the forest ecosystem.Structural complexities in basal area index,supporte d by genus-level abundance,positively influence total biomass stocks,which was modulated by tree age and disturbances.Spruce forests showed higher tree density and basal area than mixed beech forests,though mixed beech still contributes significantly to biomass across landscapes.Forest heterogeneity was strongly influenced by complexities in forest composition(tree genus diversity,structure).We addressed the importance of primary forests as stable carbon stores,achieved through structure and diversity.Safeguarding such ecosystems is critical for ensuring the stability of the primary forest,carbon store and biodiversity into the future. 展开更多
关键词 Biodiversity indicators Biomass carbon stock Ecosystem functioning Forest composition Primary forest structure tree size distribution
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Variations in seed size and seed mass related to tree growth over 5 years for 23 provenances of Quercus acutissima from across China
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作者 Hui Zhang Xiuqing Yang +2 位作者 Mukui Yu Youzhi Han Tonggui Wu 《Journal of Forestry Research》 SCIE CAS CSCD 2017年第5期917-924,共8页
The origin of a seed strongly impacts its traits, and both origin and seed traits influence seed germination and seedling development. However, in many instances, this effect on the seedling does not persist into adul... The origin of a seed strongly impacts its traits, and both origin and seed traits influence seed germination and seedling development. However, in many instances, this effect on the seedling does not persist into adulthood, and little is known about how seed traits and original environment affect seedling/tree growth over time. In this study, seed size, seed mass, seedling/tree growth and origins were collected and determined for 23 provenances of Quercus acutissima from across China. Origin variables correlated well with seed size and seed mass. In stepwise multiple regressions, a longitudinal aridity index explained 49.2-68.7% of the total variation in seed size and mass, while only seed width was correlated with seedling/tree height (H) and diameter at the ground (D) from seed traits and origins. The total variance in H and D explained by the models decreased over time, for example, the R <sup>2</sup> value of the models for H declined from 0.477 in the first year to 0.224 in the fourth year; no models was significant in the fifth year. These results indicate that seed size, regulated by the longitudinal aridity index strongly impacted seedling and tree growth, but the strength of the influence decreased over time, and disappeared after 4 years. 展开更多
关键词 Seed size Seed mass Provenance trial Seedling/tree growth Origins Quercus acutissima
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Introducing tree neighbouring relationship factors in forest pattern spatial analysis:weighted Delaunay triangulation method 被引量:8
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作者 Jianjun Li Kaiwen Zhu +4 位作者 Shuai Liu Dan Li Gui Zhang Xing Liu Weiming Yang 《Journal of Forestry Research》 SCIE CAS CSCD 2021年第5期1941-1951,共11页
It is important to quantify and analyze forest spatial patterns for studying biological characteristics,population interaction and the relationship between the population and environment.In this study,the forest spati... It is important to quantify and analyze forest spatial patterns for studying biological characteristics,population interaction and the relationship between the population and environment.In this study,the forest spatial structure unit was generated based on the Delaunay triangulation model(DTM),and the weights were generated using the comprehensive values of the tree diameter at breast height,total height and crown width.The distance between neighbors determined by the DTM was weighted to transform the original coordinates of trees into logical coordinates.Then,a weighted spatial pattern(WSP)was developed.After weighting,the neighboring trees were replaced,the replacement ratio was 38.3%,and there was 57.4%of the central tree.Correlation analysis showed that the uniform angle index of the WSP was significantly correlated with the tree size standard deviation under uniformity(r=0.932)and randomness(r=0.711).The DTM method not only considers the spatial distance between trees,but also considers the non-spatial attributes of trees.By changing the spatial topological relation between trees,this method further improves the spatial structure measurement of forest. 展开更多
关键词 Delaunay triangulation network model Weighting tree spatial pattern tree size standard deviation
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Tree species richness enhances stand productivity while stand structure can have opposite effects, based on forest inventory data from Germany and the United States of America 被引量:4
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作者 Laura Zeller Jingjing Liang Hans Pretzsch 《Forest Ecosystems》 SCIE CSCD 2018年第1期36-52,共17页
Background: in recent studies, mixed forests were found to be more productive than monocultures with everything else remaining the same. Methods: To find out if this productivity is caused by tree species richness, ... Background: in recent studies, mixed forests were found to be more productive than monocultures with everything else remaining the same. Methods: To find out if this productivity is caused by tree species richness, by a more heterogeneous stand structure or both, we analyzed the effects of forest structure and tree species richness on stand productivity, based on inventory data of temperate forests in the United States of America and Germany. Results: Having accounted for effects such as tree size and stand density, we found that: (I) tree species richness increased stand productivity in both countries while the effect of tree size heterogeneity on productivity was negative in Germany but positive in the USA; (11) productivity was highest at sites with an intermediate amount of precipitation; and (111) growth limitations due water scarcity or low temperature may enhance structural heterogeneity. Conclusions: In the context of forest ecosystem goods and services, as well as future sustainable forest resource management, the associated implications would be: 展开更多
关键词 Big data OVERYIELDING tree size heterogeneity tree species mixing Climate Biodiversity-productivityrelationship
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西南地区亚热带天然林树种多样性对土壤氮组分的影响
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作者 张喜亭 朱敏蕊 +2 位作者 冯鹏 梁梓 胡霞 《乐山师范学院学报》 2025年第4期92-99,共8页
森林植物多样性对土壤氮固持具有重要作用。针对森林土壤氮素因受多种因素影响尚存不确定性的问题,以西南地区亚热带天然林土壤为研究对象,测定土壤氮组分(全氮、铵态氮、硝态氮、可溶性有机氮和微生物量氮)和土壤理化性质指标,通过冗... 森林植物多样性对土壤氮固持具有重要作用。针对森林土壤氮素因受多种因素影响尚存不确定性的问题,以西南地区亚热带天然林土壤为研究对象,测定土壤氮组分(全氮、铵态氮、硝态氮、可溶性有机氮和微生物量氮)和土壤理化性质指标,通过冗余分析和方差分解分析等方法,探究森林树种多样性、树木大小和土壤理化性质对土壤氮组分的影响。结果表明,树种丰富度可以显著增加土壤全氮(P=0.048)、可溶性有机氮(P=0.001)和微生物量氮含量(P=0.003),铵态氮(P=0.226)和硝态氮(P=0.873)含量变化不显著;树种多样性的单独作用对土壤氮组分变化的解释量最大(27.1%),其解释量是树木大小的16.9倍,是土壤理化性质的2.0倍;Shannon-Wiener指数对土壤氮组分变化的影响最大(P<0.01)。研究结果对于该地区通过保护森林植物多样性促进土壤氮素的积累并提高土壤氮固存能力提供了依据。 展开更多
关键词 亚热带森林 树种多样性 树木大小 土壤理化性质 氮组分
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阔叶次生林林木生长对高径比及个体大小的响应规律
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作者 陈鼎泸 韦春花 +3 位作者 臧颢 刘桂炳 钟梁 宁金魁 《河南林业科技》 2025年第2期19-22,49,共5页
以赣南崇义县3个试验林区的阔叶次生林为例,用林木年均胸高断面积生长量代替个体生长,试图量化不同经营类型和不同林木个体条件下,林木个体生长和高径比之间的关系。结果表明:(1)高径比对林木个体生长呈现出负相关关系,但这种相关性不高... 以赣南崇义县3个试验林区的阔叶次生林为例,用林木年均胸高断面积生长量代替个体生长,试图量化不同经营类型和不同林木个体条件下,林木个体生长和高径比之间的关系。结果表明:(1)高径比对林木个体生长呈现出负相关关系,但这种相关性不高;(2)单考虑经营类型或林木个体大小一种因素时,R^(2)_(adj)大于综合两种因素时的情况。而考虑两种因素时,log(BAI)和HDR的模型截距和斜率差别较大;(3)不同试验林区的高径比对log(BAI)的影响也不一样,如LongF试验林区作业样地(Silvi3)相对于对照样地(unSilvi3)的log(BAI)随林木高径比增大而降低较快,而GaoF试验林区正好相反。 展开更多
关键词 年均胸高断面积生长量 高径比 个体大小 阔叶次生林
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海南热带低地雨林不同演替阶段优势树种的生长速率变化及驱动因素
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作者 程怡晴 王绘雯 +3 位作者 程瑞明 姚杰 臧润国 丁易 《陆地生态系统与保护学报》 2025年第1期14-25,共12页
【目的】生长速率是影响树木个体表现和种群统计学的重要因素,并最终通过影响森林群落的物种组成、结构和功能驱动森林自然演替过程。随着大面积热带原始林的退化或消失,次生林已成为当前热带地区的主要森林类型。因此探讨影响树木生长... 【目的】生长速率是影响树木个体表现和种群统计学的重要因素,并最终通过影响森林群落的物种组成、结构和功能驱动森林自然演替过程。随着大面积热带原始林的退化或消失,次生林已成为当前热带地区的主要森林类型。因此探讨影响树木生长的关键因素,对热带次生林恢复与可持续管理具有重要意义。当前关于热带树木生长的驱动因素在不同演替阶段的变化规律及其相对重要性还了解甚少。【方法】基于海南热带雨林国家公园霸王岭片区10个1公顷低地雨林次生林(演替初期和演替中期)和老龄林样地10年间的定位监测数据,在确定不同演替阶段优势种后,计算不同演替阶段优势种的生长速率和邻体拥挤指数。通过方差分析探讨不同演替阶段的优势种生长速率差异,结合土壤和植物功能性状,利用随机森林模型评估不同演替阶段中不同因素(树木径级大小、邻体竞争、土壤因子、植物功能性状)对优势种生长的相对重要性。【结果】优势种树木径向生长速率在不同演替阶段表现出显著差异,老龄林阶段优势种的平均径向生长速率(0.082±0.002 cm·a^(−1))仅为次生林演替初期(0.164±0.002 cm·a^(−1))的50%和次生林演替中期(0.105±0.001 cm·a^(−1))的78%。树木径级大小在所有阶段均是影响优势种径向生长速率的主导因素。邻体竞争在演替初期对次生林优势种径向生长的影响显著。土壤因子主要在演替早期和中期发挥重要作用,并且在演替中期的作用更加明显。植物功能性状则是在老龄林阶段影响优势种径向生长速率的主要因素。【结论】本研究表明热带次生林演替过程中,体现了优势种从先锋树种向耐荫树种的转变。树木生长的主要影响因素会随着演替的进程而改变,邻体竞争和土壤因素的影响逐渐降低,而植物功能性状的影响逐渐增加。研究结果为深入理解热带低地雨林的群落演替过程提供了新的科学依据,并为未来针对不同演替阶段的次生林制定差异化管理策略提供林了重要理论支撑。 展开更多
关键词 径级大小 邻体竞争 植物性状 土壤 热带次生林
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一种改进RRT-Connect算法的路径规划研究 被引量:1
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作者 葛超 张鑫源 +1 位作者 王红 伦志新 《电光与控制》 北大核心 2025年第3期21-26,共6页
针对军工移动机器人路径规划问题,提出一种基于RRT-Connect的改进算法,避免了算法规划过程中效率低、随机性大、搜索时间长、迭代次数及节点数过多、规划出的路径冗长等问题。首先,该算法以起点和目标点连线的中点作为扩展点,使算法由... 针对军工移动机器人路径规划问题,提出一种基于RRT-Connect的改进算法,避免了算法规划过程中效率低、随机性大、搜索时间长、迭代次数及节点数过多、规划出的路径冗长等问题。首先,该算法以起点和目标点连线的中点作为扩展点,使算法由两棵树扩展变为四棵树同时扩展,同时引入范围限定函数,优化路径扩展及采样过程;其次,在改进算法中引入动态步长调节函数,使扩展过程有了更强的目标性;最后,对生成的路径进行后优化处理,去除多余冗余节点,缩短了路径长度。将改进的RRT-Connect算法与RRT及RRT-Connect算法在3种不同环境中进行仿真对比实验,改进算法相较于RRT-Connect算法在平均迭代次数上降低了83.8%,平均节点数减少了59.3%,平均规划速度提高了26.9%,平均路径长度减少了12%。 展开更多
关键词 路径规划 快速扩展随机树 动态步长 路径优化处理
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乌鲁木齐市常见绿化树种叶片滞尘量时空变化规律
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作者 恩卡尔·沙德克别克 凯丽比努尔·努尔麦麦提 阿丽亚·拜都热拉 《生态学杂志》 北大核心 2025年第7期2185-2192,共8页
为了探究城市常见绿化树种叶片滞留大气不同粒径颗粒物含量随时间和空间上的变化规律,在乌鲁木齐市中心城区的交通区(TA)、居住区(RA)、公园区(PA)及景观生态林(LA)(雅玛里克山不同海拔:844、869、910、930和960 m的榆树)等不同功能区内... 为了探究城市常见绿化树种叶片滞留大气不同粒径颗粒物含量随时间和空间上的变化规律,在乌鲁木齐市中心城区的交通区(TA)、居住区(RA)、公园区(PA)及景观生态林(LA)(雅玛里克山不同海拔:844、869、910、930和960 m的榆树)等不同功能区内,选择6种常见绿化树种作为供试树种,测定其叶片各粒径颗粒物(PM0.2~3、PM3~10、PM>10及PMtotal)的滞留量,分析不同功能区常见绿化树种樟子松(Pinus sylvestris var.mongolica)、云杉(Picea asperata)、榆树(Ulmus pumila)、水蜡(Ligustrum obtusifolium)、圆冠榆(Ulmus densa)、大叶白蜡(Fraxinus rhynchophylla),对大气颗粒物滞留量的时空变化规律。结果表明:TA、RA、PA这3个功能区6种树种叶片对各粒径颗粒物的滞留量差异显著(P<0.05),在不同生活型间均呈现常绿乔木>落叶灌木>落叶乔木,不同绿化树种对PM3~10及PMtotal的滞留量均表现樟子松>云杉>榆树>水蜡>圆冠榆>大叶白蜡,对PM0.2~3的滞留量云杉高于樟子松,PM>10的滞留量水蜡高于榆树;在时间上,不同绿化树种叶片对各粒径大小的颗粒物滞留能力均呈现随时间增加逐渐增高趋势,大雨(>20.4 mm)后第3天取得最低值而第23天取得最高值;在空间上,6种树种对各粒径颗粒物的滞留量均呈现TA最高,RA为中等,PA最低;雅玛里克山榆树对各粒径颗粒物的滞留量在海拔上差异显著(P<0.05),不同海拔榆树对PM0.2~3、PM3~10滞留量呈现随海拔升高逐渐增高趋势,对PM>10及PMtotal的滞留量无明显变化。乌鲁木齐市常见绿化树种颗粒物滞留量时空变化差异明显,因此在城市不同污染环境下合理选培与管理绿化树种,有助于高效发挥树种大气颗粒物调控能力。 展开更多
关键词 功能区 绿化树种 粒径 颗粒物滞留量 时空变化
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改进RRT算法的机械臂路径规划
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作者 谭薪兴 李光 +2 位作者 易静 薛晨慷 龙厚云 《计算机集成制造系统》 北大核心 2025年第3期1014-1023,共10页
为了解决面向快速扩展随机树(RRT)方法的路径规划存在环境探索能力不足、收敛速度慢、路径质量差的问题,提出一种适用于机械臂的全局自适应步长与节点拒绝RRT路径规划算法,首先提出一种全局自适应步长的方法,根据地图中障碍物的空间大... 为了解决面向快速扩展随机树(RRT)方法的路径规划存在环境探索能力不足、收敛速度慢、路径质量差的问题,提出一种适用于机械臂的全局自适应步长与节点拒绝RRT路径规划算法,首先提出一种全局自适应步长的方法,根据地图中障碍物的空间大小自适应地计算初始步长,同时在扩展过程中,利用收集到的环境信息,自适应调整当前步长,实现路径规划的全局自适应步长方法,增强了对地图的探索能力;然后使用一种节点拒绝的方法,避免探索重复区域,加快了算法的收敛速度;最后对路径进行冗余节点的去除操作,缩短了路径长度,并使用三次B样条曲线对路径进行平滑处理,使得机械臂的路径更加平滑。在机械臂上进行仿真实验,结果表明:改进RRT算法的探索能力高于标准RRT、GB-RRT、RRT-Connect算法,对环境的适应性强,提高了路径搜索效率,从而验证了该算法的优越性和可行性。 展开更多
关键词 机械臂 快速搜索随机树算法 路径规划 全局自适应步长 节点拒绝
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基于节点到障碍物距离的自适应扩展RRT^(*)路径规划算法 被引量:1
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作者 王蔡琪 崔西宁 +1 位作者 熊毅 伍世虔 《计算机应用》 北大核心 2025年第3期920-927,共8页
快速扩展随机树星(RRT^(*))因具有渐近最优性和概率完备性,在机器人路径规划领域有广泛的应用。然而,RRT^(*)及其改进算法仍存在初始路径质量差、路径收敛慢和探索效率低等缺陷。针对这些问题,提出一种基于节点到障碍物距离的自适应扩展... 快速扩展随机树星(RRT^(*))因具有渐近最优性和概率完备性,在机器人路径规划领域有广泛的应用。然而,RRT^(*)及其改进算法仍存在初始路径质量差、路径收敛慢和探索效率低等缺陷。针对这些问题,提出一种基于节点到障碍物距离的自适应扩展RRT^(*)算法——AE-RRT^(*)。为提高探索效率,采用基于节点到障碍物距离的动态目标偏置采样策略和动态步长策略,从而在更短的时间内获得初始路径。为提高路径的质量,提出一种更精确的选择父节点的方法MA-ChooseParent,从而扩大选择父节点的集合。此外,为加快路径收敛,在路径收敛阶段采用基于节点到障碍物距离的自适应高斯采样方法和全局高斯采样方法AG-Gaussian Sample。通过Matlab中的仿真实验将AE-RRT^(*)与RRT^(*)、Quick-RRT^(*)、Bi-RRT^(*)、Informed-RRT^(*)和Smart-RRT^(*)进行对比。实验结果表明,与RRT^(*)相比,AE-RRT^(*)在二维环境中找到初始路径的时间、初始路径的长度和收敛至全局次优路径的时间分别减少了63.78%、6.55%和71.93%;在三维环境中的3个指标分别减少了59.44%、18.26%和79.58%。 展开更多
关键词 快速扩展随机树 动态目标偏置采样 动态步长策略 自适应高斯采样 路径规划
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基于MSORQ-Tree的三维景观地图表示
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作者 胡亚芳 刘荣 《北京测绘》 2014年第6期9-11,15,共4页
针对WebGIS多尺寸三维景观地图数据处理问题,提出了一种高速数据索引结构MSORQTree。根据该索引的算法,得出移动WebGIS景观图,将该索引和其他索引进行性能比较。结果显示,基于金字塔分割规则的区域,进行分割四叉树所获取的MSORQ-Tree高... 针对WebGIS多尺寸三维景观地图数据处理问题,提出了一种高速数据索引结构MSORQTree。根据该索引的算法,得出移动WebGIS景观图,将该索引和其他索引进行性能比较。结果显示,基于金字塔分割规则的区域,进行分割四叉树所获取的MSORQ-Tree高速索引可有效处理WebGIS中海量景观地图数据。 展开更多
关键词 多尺寸表达 景观地图 多层叠加区域
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森林径级结构研究:从统计描述到理论演绎 被引量:1
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作者 周建 王焓 《植物生态学报》 CAS CSCD 北大核心 2024年第6期675-689,共15页
森林径级结构是树木生长、竞争、死亡等过程的综合反映,也是估算森林生物量、判断森林演替阶段与健康状态以及预测森林碳汇潜力的基础依据。林学领域早期对径级结构的研究以统计描述为主,多采用常见的概率分布函数来拟合样地尺度上径级... 森林径级结构是树木生长、竞争、死亡等过程的综合反映,也是估算森林生物量、判断森林演替阶段与健康状态以及预测森林碳汇潜力的基础依据。林学领域早期对径级结构的研究以统计描述为主,多采用常见的概率分布函数来拟合样地尺度上径级结构的动态变化,缺乏对其形成机制的阐释。随着宏观生态学的发展,最大熵原理、中心极限定理等被用于解释大尺度上发现的相对一致的森林径级结构,但这类模型侧重概率统计,对具体生态学过程的分析仍然欠缺。2000年以来,在原始成熟森林中发现的径级结构的幂律特征催生了一系列理论研究,包括代谢尺度理论、林窗演替理论等。这些理论尝试从树木个体大小和资源利用之间的关系,以及树木对资源的竞争过程来演绎径级结构达到稳态时幂律特征的形成机制。种群统计平衡理论为稳态径级结构的分析提供了一般性框架,揭示了不同的树木生长速率和死亡率如何导致径级结构特征的变化;在此基础上,种群统计最优性假设为径级结构的分析提供了新的视角。数学层面上,转移矩阵、积分投影、偏微分方程等都是径级结构动力学分析的有力工具,但由于这类数学模型的时间动态解析求解较为困难,研究中通常预先假定森林处于理想的结构平衡状态。而在实际情况下,结构非平衡往往是森林的常态,也是森林碳库变化与碳汇潜力估算的基础。为了更好预测全球变化背景下的森林动态趋势,应明确环境因子对径级相关的树木生长速率、死亡率的影响,并发展径级结构动态特征的解析方法。 展开更多
关键词 森林径级结构 资源竞争 树木生长和死亡 碳汇潜力
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基于混合效应的杉木人工林冠幅模型 被引量:8
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作者 钟思琪 宁金魁 +3 位作者 黄锦程 陈鼎泸 欧阳勋志 臧颢 《森林与环境学报》 CSCD 北大核心 2024年第2期127-135,共9页
构建杉木(Cunninghamia lanceolata)人工林单木冠幅模型,可以提高杉木冠幅的预测精度,并为杉木人工林的科学经营提供参考依据。以杉木为研究对象,基于江西省崇义县杉木人工林57个样地的7198株单木数据,对基础模型进行扩展,并构建含林分... 构建杉木(Cunninghamia lanceolata)人工林单木冠幅模型,可以提高杉木冠幅的预测精度,并为杉木人工林的科学经营提供参考依据。以杉木为研究对象,基于江西省崇义县杉木人工林57个样地的7198株单木数据,对基础模型进行扩展,并构建含林分因子和单木因子的冠幅非线性混合效应模型;采用十折交叉验证方法,以调整后的决定系数(R_(adj)^(2))、均方根误差(E_(RMS))和平均绝对误差(E_(MA))模型评价指标对各模型的预测效果进行评价。结果表明:(1)备选模型中,Logistic模型的预测效果最佳。(2)除胸径以外,有6个指标对冠幅有显著影响(P<0.05)。6个指标分别是地位指数、林龄、基尼系数(Gini系数)、林分密度指数、枝下高和大于对象木的断面积之和。添加协变量构建的广义模型较基础模型更优,R_(adj)^(2)增加了28.53%,E_(RMS)和E_(MA)分别下降了17.80%和15.72%。(3)考虑样地水平随机效应的混合效应模型优于广义模型,R_(adj)^(2)增加了27.86%,E_(RMS)和E_(MA)分别降低了35.73%和51.87%。协变量和随机效应的加入能有效提高冠幅模型的预测精度,且反映林木大小多样性的Gini系数在冠幅模拟中表现较好,值得进一步探讨该类指标在其他类型人工林模拟中的应用。 展开更多
关键词 杉木 冠幅模型 非线性混合效应模型 基尼系数 林木大小多样性
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不同大小刨花楠细根功能性状与根际微环境关系 被引量:4
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作者 刘瑶 钟全林 +6 位作者 徐朝斌 程栋梁 郑跃芳 邹宇星 张雪 郑新杰 周云若 《植物生态学报》 CAS CSCD 北大核心 2024年第6期744-759,共16页
个体大小反映林木径向生长状况,细根对根际土壤环境变化具有高度敏感性,探讨不同大小个体的林木细根功能性状与根际土壤微环境之间的关系,有助于从个体水平揭示林木地下生态系统内的相互作用机制。该研究以11年生刨花楠(正名:刨花润楠,M... 个体大小反映林木径向生长状况,细根对根际土壤环境变化具有高度敏感性,探讨不同大小个体的林木细根功能性状与根际土壤微环境之间的关系,有助于从个体水平揭示林木地下生态系统内的相互作用机制。该研究以11年生刨花楠(正名:刨花润楠,Machilus pauhoi)为对象,基于不同大小个体进行细根与根际土壤取样,分析不同大小刨花楠个体细根功能性状与根际土壤养分含量、微生物群落结构及酶活性的关系。结果表明:1)不同大小林木个体细根功能性状与根际微环境均存在差异,其中细根生物量、比根长、根长密度、根体积密度、根组织密度、根氮含量和根磷含量等指标差异显著,除比根面积和根组织密度外,其他各细根功能性状均以中等个体为最大,根际土壤碳氮磷含量也以中等个体刨花楠为最高。2)不同大小刨花楠个体细根比根长、根体积密度、细根生物量及根际土壤真菌、放线菌含量等性状变异系数较大,其中中等刨花楠个体变异系数相对较大,而小刨花楠个体相对较小,各大小个体都倾向于通过调节根体积密度、细根生物量及根际土壤真菌含量、硝态氮含量等性状以适应环境变化。3)不同大小个体细根采取的资源利用策略不同,中等刨花楠个体具有较大的比根长、根氮含量、根磷含量,采取资源获取型策略以优化其对养分的获取能力,根组织密度较大的小个体细根采取资源保守型策略以提升其应对环境胁迫的能力,而大个体细根则采取地上、地下协同生长的资源权衡策略。4)根际土壤微环境中的土壤全碳含量、微生物生物量碳含量、放线菌含量、铵态氮含量、酸性磷酸酶活性和微生物生物量氮含量是影响刨花楠细根功能性状的主要因子。不同大小刨花楠个体细根功能性状与根际微环境间关系存在差异。小刨花楠个体细根主要受根际土壤养分的影响;中等刨花楠个体细根主要受根际土壤中放线菌含量及酸性磷酸酶活性影响;而大刨花楠个体细根性状表现出既受根际土壤养分影响又受根际土壤微生物群落结构中细菌、放线菌含量影响的特征。研究结果可为开展刨花楠微地形造林、精确制定其人工林抚育间伐措施、培育大径材人工林等提供理论依据。 展开更多
关键词 细根功能性状 根际土壤 土壤微生物群落结构 土壤酶活性 林木大小 刨花楠人工林
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Genetic Variation among <i>Cucurbita pepo</i>Accessions Varying in Seed Nutrition and Seed Size 被引量:1
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作者 Geoffrey Meru Dayana Leyva +3 位作者 Vincent Michael Riphine Mainviel Marie Dorval Yuqing Fu 《American Journal of Plant Sciences》 2019年第9期1536-1547,共12页
Pumpkin seed (Cucurbita pepo L.) is a nutritionally valuable food and a significant source of income globally. Pumpkin seeds are rich in oil, protein, unsaturated fatty acids and tocopherols, which are associated with... Pumpkin seed (Cucurbita pepo L.) is a nutritionally valuable food and a significant source of income globally. Pumpkin seeds are rich in oil, protein, unsaturated fatty acids and tocopherols, which are associated with improved human health. Understanding the genetic diversity among pumpkin accessions varying in seed nutrition traits is necessary for designing sound breeding strategies for developing superior cultivars. In the current study, 26 simple sequence repeats (SSR) markers were used to assess genetic relatedness among 29 C. pepo accessions varying in seed oil, seed protein, seed-coat phenotype, seed size and fatty acid composition. The SSR markers revealed 102 alleles averaging 3.92 alleles per loci and mean polymorphic information content (PIC) of 0.44. Eleven of the markers had a PIC of ≥0.5. Ward dendrogram and principle component analysis based on seed traits grouped the genotypes into two major clusters corresponding to subspecies pepo and texana, with all the reduced-hull accessions grouping within the former. Collectively, this data suggests wide phenotypic (seed traits) and genotypic variation within C. pepo that may be exploited to develop superior reduced-hull cultivars. 展开更多
关键词 PUMPKIN SEED Oil SEED Protein Fatty Acid Composition SEED size SSR Markers DNA Alleles Phylogenetic tree Genetic Distance
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天然云冷杉林树木生长与树木大小、竞争和树种多样性的关系 被引量:2
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作者 张岚棋 杨华 张晓红 《北京林业大学学报》 CAS CSCD 北大核心 2024年第5期64-72,共9页
【目的】林分内林木大小、竞争和树种多样性等多方面因素影响着林木的生长,而胸高断面积生长量通常被用来描述树木生长状态。本文利用长白山云冷杉针阔混交林主要树种的单木胸高断面积生长量建立随机森林模型,研究和量化影响树木生长的... 【目的】林分内林木大小、竞争和树种多样性等多方面因素影响着林木的生长,而胸高断面积生长量通常被用来描述树木生长状态。本文利用长白山云冷杉针阔混交林主要树种的单木胸高断面积生长量建立随机森林模型,研究和量化影响树木生长的环境因素,旨在为该地区的云冷杉针阔混交林生长预估提供理论依据。【方法】连续24年(1987—2010年)对总样木数为6903株的固定样地进行数据调查,应用随机森林算法,选取单木、竞争因子、多样性和气候方面共11个调查因子,对混交林中6个主要树种建立胸高断面积生长量模型,并使用10折交叉验证法来优化超参数mtry和评估模型结果。【结果】(1)臭冷杉、云杉、红松、椴树、枫桦、白桦6个主要树种胸高断面积生长量模型的决定系数分别为0.663、0.683、0.695、0.459、0.384和0.568。(2)单木胸高断面积是最重要的因子,对树木生长有着很强的正向影响;竞争因子和树木大小多样性是影响树木生长的主要因素,单木胸高断面积生长量随着竞争因子、树木大小多样性增加而下降。(3)树种多样性对树木生长的影响比较有限,树种多样性指数和混交度的增加会一定程度加快云杉、臭冷杉和红松的生长速度;而气候因子对树木生长的影响则相对较小。【结论】树木生长在很大程度上依赖于其自身的生长潜力,在外界环境中主要受到来自林木间竞争和树木大小多样性的抑制,而树种多样性的增加也能在一定程度促进林内优势树种的生长;随机森林模型能够很好地量化和显出各变量与单木胸高断面积生长量之间复杂的关系,可以作为森林管理评价工具,为森林生长收获预估提供新的方法。 展开更多
关键词 树木生长 树木大小 竞争 树种多样性 随机森林模型
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