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外来种对生物多样性的影响及其控制 被引量:49
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作者 向言词 彭少麟 +1 位作者 周厚诚 蔡锡安 《广西植物》 CAS CSCD 北大核心 2002年第5期425-432,共8页
外来种是那些借助自身力量或其它外界力量传播到其未曾分布过的地域 ,并且能进行繁殖传播的生物。外来种入侵已成为一种引人关注的现象。外来种通过竞争、捕食、牧食、改变生境和传播疾病等方式对本地生物产生威胁 ,影响本地生物多样性... 外来种是那些借助自身力量或其它外界力量传播到其未曾分布过的地域 ,并且能进行繁殖传播的生物。外来种入侵已成为一种引人关注的现象。外来种通过竞争、捕食、牧食、改变生境和传播疾病等方式对本地生物产生威胁 ,影响本地生物多样性。外来种入侵成了生物多样性丧失的两个主要影响之一 (另一影响是生境的破坏 )。因此 ,探寻阻止或减少外来种入侵的方法很有必要。目前 ,人们运用机械法、化学法和生物控制法来控制外来种。在外来种入侵的初始阶段或外来种数量不多时 ,运用机械法较好。化学法有带来新环境污染的危险。生物控制法是应用天敌来防治或消灭有害生物。在外来种的控制上 ,生物控制法有一些成功的案例 ,但它并不是万能的。有些生物控制剂可能对非目标种产生影响 ,这要求在释放前对生物控制剂作更严格的检测。 展开更多
关键词 外来种 生物多样性 影响 生物控制 生物入侵
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地球暖化促进植物迁移与入侵 被引量:34
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作者 钟永德 李迈和 Norbert Kraeuchi 《地理研究》 CSCD 北大核心 2004年第3期347-356,共10页
在当今快速的全球气候变化 ,特别是快速而急剧的地球暖化情况下 ,现有植物及其系统被迫 :1)重新适应这种变化了及仍在变化着的环境条件 ;2 )往高海拔及极地方向迁移寻找合适的生存环境 ;或者 3)因其迁移的速度赶不上气候变化的速度而消... 在当今快速的全球气候变化 ,特别是快速而急剧的地球暖化情况下 ,现有植物及其系统被迫 :1)重新适应这种变化了及仍在变化着的环境条件 ;2 )往高海拔及极地方向迁移寻找合适的生存环境 ;或者 3)因其迁移的速度赶不上气候变化的速度而消亡。同时 ,气温升高和降水模式 (包括降水量及其分配 )的变化 ,以及与此相关联的干扰型式 (包括干扰种类、强度及延续时间 )的变化 ,一方面将使现有植物及其生态系统对外来生物的抗性弱化 ,另一方面将激活外来物种的活性 ,导致外来生物的快速扩散与大规模入侵 ,进而排挤和“杀死”当地乡土种 ,减少生物多样性 ,改变原有生态系统的组成、结构和功能 ,最终导致严重的社会经济与生态环境问题。在制定域、国家及全球经济与环境政策时 ,应充分考虑到这些问题 。 展开更多
关键词 地球暖化 全球气候变化 植物迁移 生物入侵 外来种 植被变化
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外来植物刺萼龙葵及其在乌鲁木齐出现的生态学意义 被引量:16
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作者 赵晓英 马晓东 徐郑伟 《地球科学进展》 CAS CSCD 北大核心 2007年第2期167-170,共4页
刺萼龙葵(Solanum rostratum)为茄科茄属有严重危害的有毒植物,原产于北美。在美国被列为有害杂草,在加拿大被列为入侵植物,在俄罗斯和我国被列为境内限制传播的检疫杂草。该植物于1981进入我国辽宁,继而在北京出现,如今首次在乌鲁木齐... 刺萼龙葵(Solanum rostratum)为茄科茄属有严重危害的有毒植物,原产于北美。在美国被列为有害杂草,在加拿大被列为入侵植物,在俄罗斯和我国被列为境内限制传播的检疫杂草。该植物于1981进入我国辽宁,继而在北京出现,如今首次在乌鲁木齐被发现,说明它的潜在入侵区包括干旱区。文章阐述了刺萼龙葵的主要形态特征、分布与生境、化学成分及功效、危害、进化生物学、在中国入侵危险性评价等方面的研究进展,分析了其在乌鲁木齐出现的生态学意义,提出了有待研究的科学问题,旨在为防止其在干旱区传播蔓延及其开发利用提供参考。 展开更多
关键词 刺萼龙葵 黄花刺茄 外来植物 干旱区 种群传播
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Applications of next-generation sequencing to the study of biological invasions 被引量:5
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作者 Marc RIUS Steve BOURNE +1 位作者 Harry Guy HORNSBY Mark A. CHAPMAN 《Current Zoology》 SCIE CAS CSCD 2015年第3期488-504,共17页
Through the widespread implementation of next-generation sequencing (NGS), analyses of the whole genome (the entire DNA content) and the whole transcriptome (the genes being expressed) are becoming commonplace. ... Through the widespread implementation of next-generation sequencing (NGS), analyses of the whole genome (the entire DNA content) and the whole transcriptome (the genes being expressed) are becoming commonplace. NGS enables the analysis of a vast amount of previously unattainable genetic information. Despite this potential, NGS has yet to be widely imple- mented in genetic studies of biological invasions. The study of the genomic causes and consequences of biological invasions al- lows a deeper understanding of the molecular mechanisms underpinning the invasion process. In this review, we present a brief introduction to NGS followed by a synthesis of current research in the genomics and transcriptomics of adaptation and coloniza- tion. We then highlight research opportunities in the field, including: (1) assembling genomes and transcriptomes of non-model organisms, (2) identifying genomic regions and candidate genes underlying evolutionary processes, and (3) studying the adaptive role of gene expression variation. In particular, because introduced species face a broad range of physiological and biotic chal- lenges when colonizing novel and variable environments, transcriptomics will enable the study of gene regulatory pathways that may be responsible for acclimation or adaptation. To conclude, we identify a number of research approaches that will aid our fu- ture understanding of biological invasions 展开更多
关键词 Exotic species GENOMICS Genotype-environment interactions Invasive species Invasion genetics Invasion route non-indigenous species non-native species
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城镇化背景下深圳典型流域鱼类群落特征及驱动因子 被引量:3
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作者 屈霄 刘晗 +3 位作者 阳敏 辛未 王伟民 陈宇顺 《生态学报》 CAS CSCD 北大核心 2022年第24期10029-10040,共12页
理解城镇的快速发展对河流鱼类群落结构的影响,是城镇河流科学管理和生物多样性保护的关键基础。研究于2019年丰水期(8月)和枯水期(11月),选取我国城镇化典型城市-深圳域内两个处于不同城镇化程度的代表性流域,应用多重统计方法比较分... 理解城镇的快速发展对河流鱼类群落结构的影响,是城镇河流科学管理和生物多样性保护的关键基础。研究于2019年丰水期(8月)和枯水期(11月),选取我国城镇化典型城市-深圳域内两个处于不同城镇化程度的代表性流域,应用多重统计方法比较分析了流域间鱼类群落结构的差异,并探讨了驱动鱼类群落变异的关键环境要素。结果发现,城镇化程度高的观澜河流域其鱼类种类组成、优势类群、生物多样性指数与城镇化程度低的坪山河流域有明显差别。具体表现为:城镇化程度高的流域土著敏感种类如异鱲、吸鳅等几近消失,优势类群为外来入侵耐受种类,其物种多样性显著低于城镇化程度低的流域(P<0.05)。同时,外来鱼类在城镇河段其数量占比平均达92.5%,广泛分布于深圳城镇河流中。在环境因素方面,城镇化程度高的观澜河流域水体理化指标总氮、总磷、氨氮、化学需氧量、生化需氧量、高锰酸盐指数均显著性高于城镇化程度低的坪山河流域(P<0.05)。基于Bray-Curtis距离的冗余分析显示:城镇用地占比和总氮是影响观澜河和坪山河流域鱼类群落差异的主要因素。城镇化进程中河流生境的改变已影响到土著鱼类的生物多样性。因此,推动以恢复土著鱼类生物多样性的河流生态治理与保护是今后水生态目标管理的重要方向。 展开更多
关键词 城镇化 流域 鱼类 群落结构 外来物种
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浅析青藏高原铁路建设的外来物种入侵风险 被引量:3
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作者 杨乐 李继荣 +2 位作者 曹建 仓决卓玛 李来兴 《环境监测管理与技术》 CSCD 2016年第3期61-64,共4页
交通干线的建设和生物入侵的发生紧密相关,由于青藏高原环境的脆弱性,在该区进行交通设施建设更须警惕外来物种入侵的风险。围绕青藏高原这一特殊自然地理区域的铁路建设,初步分析了铁路建设和运行带来的环境变化,同时结合青藏高原生态... 交通干线的建设和生物入侵的发生紧密相关,由于青藏高原环境的脆弱性,在该区进行交通设施建设更须警惕外来物种入侵的风险。围绕青藏高原这一特殊自然地理区域的铁路建设,初步分析了铁路建设和运行带来的环境变化,同时结合青藏高原生态系统的特点,分析了可能造成的生物入侵风险,并针对生物入侵的防范提出了相关建议。 展开更多
关键词 青藏高原 铁路 生态环境 外来物种 入侵风险
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木棉的高抗旱性和其速生性适合修复海南已退化的森林 被引量:1
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作者 罗金环 陈斌 +2 位作者 陈广武 谭照远 张辉 《海南大学学报(自然科学版)》 CAS 2020年第3期247-253,共7页
为了确定木棉是否适合修复海南已退化的森林,本研究在海南三亚抱坡岭量化研究了木棉对高度退化的热带森林的修复效果,结果表明,抱坡岭木棉在旱季可通过气孔关闭而使其叶片膨压丧失点降低,从而使其具有高抗旱性,并且抱坡岭木棉还具有与... 为了确定木棉是否适合修复海南已退化的森林,本研究在海南三亚抱坡岭量化研究了木棉对高度退化的热带森林的修复效果,结果表明,抱坡岭木棉在旱季可通过气孔关闭而使其叶片膨压丧失点降低,从而使其具有高抗旱性,并且抱坡岭木棉还具有与较高光合速率相适应的功能性状,具有较高的生长速率;此外,木棉在抱坡岭的存活率可达到很高的水平(92%±4%).因此,木棉是一个非常适合修复海南已退化热带森林的本地树种. 展开更多
关键词 抗旱性 速生 功能性状 本地种 外来种 再造林
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西藏拉鲁湿地和茶巴朗湿地外来鱼类群落结构及变动趋势 被引量:1
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作者 朱仁 隋晓云 +3 位作者 孙欢欢 贾银涛 冯秀 陈毅峰 《水生生物学报》 CAS CSCD 北大核心 2022年第12期1761-1769,共9页
研究于2019—2021年在西藏拉鲁湿地和茶巴朗湿地使用刺网和地笼等组合渔具开展了鱼类实地调查,分析了外来鱼类物种组成、优势种和群落功能多样性,并结合已发表的文献资料,探讨了西藏湿地外来鱼类群落结构的变动趋势及影响。结果表明,共... 研究于2019—2021年在西藏拉鲁湿地和茶巴朗湿地使用刺网和地笼等组合渔具开展了鱼类实地调查,分析了外来鱼类物种组成、优势种和群落功能多样性,并结合已发表的文献资料,探讨了西藏湿地外来鱼类群落结构的变动趋势及影响。结果表明,共采集到外来鱼类10种,隶属于4目5科,包括鲫(Carassius auratus)、麦穗鱼(Pseudorasbora parva)、鲤(Cyprinus carpio)、丁鱥(Tinca tinca)、棒花鱼(Abbottina rivularis)、泥鳅(Misgurnus anguillicaudatus)、大鳞副泥鳅(Paramisgurnus dabryanus)、鲇(Silurus asotus)、小黄䱂(Micropercops swinhonis)和中华青鳉(Oryzias sinensis)。外来鱼类的个体数和重量分别占本地种和外来种总渔获物的94.86%和70.71%,其中主要组成为鲫和麦穗鱼等小型鱼类。相对重要性指数(IRI)表明鲫、麦穗鱼、大鳞副泥鳅和鲤4种为拉鲁湿地外来鱼类优势物种,鲫、麦穗鱼和小黄䱂3种为茶巴朗湿地的优势物种。在拉鲁湿地和茶巴朗湿地鱼类种类组成、个体数量和生物量中外来鱼类均已占据优势地位,且外来鱼类的群落功能多样性(FD)亦高于土著鱼类。结合历史数据,西藏拉鲁湿地和茶巴朗湿地已记录外来鱼类12种,其中具高度入侵风险物种达6种,外来鱼类物种数从2000年左右的2种增加到现在的10种,且丁鱥和中华青鳉分别在西藏自然水体中和茶巴朗湿地中首次被发现。此外,两个湿地12种外来鱼类均为拉萨市场中的常见经济鱼类及携带鱼类,是由于放生而进入湿地自然水体中,且鲫、大鳞副泥鳅和麦穗鱼等均已建立自然种群。因此,加强对放生的科学管理及开展外来鱼类的长期监测,是防范外来鱼类入侵及高原湿地生物多样性保护的迫切任务。 展开更多
关键词 外来鱼类 湿地 物种组成 功能多样性 西藏
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Two new hyperspectral indices for comparing vegetation chlorophyll content 被引量:1
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作者 Amy E.FRAZIER Le WANG Jin CHEN 《Geo-Spatial Information Science》 SCIE EI 2014年第1期17-25,共9页
The red edge region of a hyperspectral vegetation reflectance curve provides important information regarding the biochemical and biophysical parameters of plants such as stress,senescence,and chlorophyll capacity.Howe... The red edge region of a hyperspectral vegetation reflectance curve provides important information regarding the biochemical and biophysical parameters of plants such as stress,senescence,and chlorophyll capacity.However,shifts of the red edge position(REP)to longer or shorter wavelengths have also been correlated with other factors such as water content,nitrogen,and salinity.These other factors can confuse the effect of chlorophyll on REP.The objective of this study is to define two new hyperspectral curve indices,the red valley width(RVW)and the chlorophyll absorption region(CAR)that are designed to provide less-sensitive characterizations of the chlorophyll content of vegetation in order to allow better comparisons among spatially or temporally distant populations of vegetation.The RVW and the CAR are both located in the visible near-infrared portion of the light spectrum and are derived from multiple hyperspectral curve features that have been found to be correlated with chlorophyll content,thus making them less sensitive to other biophysical and biochemical factors that can affect the REP independently.The robustness of the two new features is tested using the Leaf Optical Properties Experiment database,and the findings are used to compare two populations of saltcedar(Tamarix spp.)from a native habitat in China and an invasive habitat in the USA.Saltcedar is a highly invasive plant species in the USA but does not pose the same ecological and economic threats in its native habitat throughout Eurasia.The findings are interpreted in the context of the environmental characteristics of each region. 展开更多
关键词 remote sensing spectral comparison non-native exotic species
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The non-native species to the intercontinental regions of Asia (on an example Trans-Baikal territory)
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作者 Timofei Boikov Aleksey Sutkin Yuriy Rupyshev 《Natural Science》 2014年第2期31-37,共7页
This article is devoted to the study of the composition, diversity and distribution of non-native plant elements to the intercontinental regions of Asia on an example Trans-Baikal territory. The number of non-native p... This article is devoted to the study of the composition, diversity and distribution of non-native plant elements to the intercontinental regions of Asia on an example Trans-Baikal territory. The number of non-native plants in the Trans-Baikal areas is determined by the degree of urbanization, favorable climate and the availability of skidding ways proximal to their vicinity. 展开更多
关键词 non-native species Cluster Analysis FLORISTIC DIVISION Index of Similarity FLORISTIC ORIGINALITY
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Experimental culture of non-indigenous Juncus bufonius from King George Island, South Shetland Island, Antarctica
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作者 Marely Cuba-Díaz Eduardo Fuentes +1 位作者 Mauricio Rondanelli-Reyes ángela Machuca 《Advances in Polar Science》 2015年第1期24-29,共6页
Juncus bufonius L. (Juncaceae) is recognized by the US Department of Agriculture as a weed or invasive plant. Recently, we reported on 3i bufonius L. var. bufonius associated with the native vascular plants Deschamp... Juncus bufonius L. (Juncaceae) is recognized by the US Department of Agriculture as a weed or invasive plant. Recently, we reported on 3i bufonius L. var. bufonius associated with the native vascular plants Deschampsia antarctica and Colobanthus quitensis in the environs of the Polish Arctowski Station, King George Island, in the Maritime Antarctica. In this study, we evaluated the developmental stages and morphological characteristics of J. bufonius plants cultivated in controlled conditions beginning with seeds obtained from plants of the Antarctic population. Germination occurred at 3 weeks and the germination percentage was low (22.5%). The average time between the anthesis and seed formation was 7 weeks, similar to that reported for other species in the Juncaceae. According to data reported in the literature, Antarctic individuals were significantly smaller than their relatives growing in other conditions, except for the number of inflorescences. The morphological characteristics of a species vary according to its distribution and the edaphoclimatic environment where it occur; cosmopolitan plants shuch as J. bufonius also have reduced stature in cold environments. The low percentage germination may have been due to water availability in the plant chamber in which the study was conducted. J. bufonius is intolerant of dry environments, and once it suffers hydric stress its recovery is very low; thus, a moister environment could be beneficial. J. bufonius has become established amongst native vegetation near Arctowski Station and without careful control or eradication; it may have the potential to spread far beyond the site, as has happened with the alien grass Poa annua as human disturbance and climate warming increase. 展开更多
关键词 ANTARCTICA invasive plants Juncus bufonius (toad rush) non-native species regional warming
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Impact of the non-indigenous shrub species Spartium junceum (Fabaceae) on native vegetation in central Spain
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作者 Rosario G.Gavilán Daniel Sánchez-Mata +2 位作者 Mylena Gaudencio Alba Gutiérrez-Girón Beatriz Vilches 《Journal of Plant Ecology》 SCIE 2016年第2期132-143,共12页
Aims The introduction of potentially invasive species through ornamental cultivation or for rehabilitation purposes is a serious environmental problem.They cause damage to biodiversity through loss,increased mortality... Aims The introduction of potentially invasive species through ornamental cultivation or for rehabilitation purposes is a serious environmental problem.They cause damage to biodiversity through loss,increased mortality or‘in situ’selection phenomena in natural flora.Spartium junceum is a Mediterranean shrub that is not native in most areas of the Iberian Peninsula,although it is extensively grown for the rehabilitation of roadsides.We have investigated the effect on the native vegetation of an old S.junceum(Fabaceae)plantation in a conservation area in the centre of the Iberian Peninsula:the Cuenca Alta del Manzanares nature reserve in Madrid.Methods We compared S.junceum stands with the native nanophanerophytic Cistus ladanifer community at different ecosystem properties:soil properties,temporal soil seed bank contents,standing vegetation and net primary production of annual grasslands growing in these shrublands.Important Findings The results highlighted S.junceum’s ability to become established in the new environment(marginal areas of the nature reserve)and ensure its successful growth.This is more apparent in northern and eastern exposures where this formation contacts with the core of the best conserved native vegetation in the nature reserve.Soils under Spartium showed a higher nitrogen content,indicating its capacity-in common with other legumes-to fix N,and conferring an advantage over Cistus,which is N-limited.Other soil nutrients such as phosphorus,magnesium and calcium and water availability are also higher in Spartium soils than in Cistus.Phosphorus is usually a constraint for N-fixers,but in our study,it is the most significant soil variable in both shrub formations and is important to the success of Spartium.Water availability is a key factor for Mediterranean vegetation,and particularly in autumn when soils are recharged.The Spartium formation is able to retain water as its growth produces a closer canopy than Cistus,thereby preventing water evaporation and contributing to the success of this 展开更多
关键词 Cistus ladanifer community structure old fields invasive species Mediterranean plant communities non-native species soil seed bank SHRUBLANDS rehabilitation practices
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Invasive Species Control Based on a Cooperative Game
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作者 Ismet Esra Buyuktahtakın Zhuo Feng +1 位作者 George Frisvold Ferenc Szidarovszky 《Applied Mathematics》 2013年第10期54-59,共6页
We develop a long-term dynamic model for controlling invasive species using the theory of cooperative games. The model is applied to control of invasive buffelgrass in the Arizona desert, which directly competes with ... We develop a long-term dynamic model for controlling invasive species using the theory of cooperative games. The model is applied to control of invasive buffelgrass in the Arizona desert, which directly competes with indigenous species and can increase wildfire risk. Interest groups care about damages to three threatened resources: saguaro, cactus, riparian vegetation, and buildings. The model optimally allocates labor and a budget to protect these resources by controlling the buffelgrass population over a multi-period planning horizon. The solution is based on computing the Shapley values for the interest groups. A homeowner strategy of creating defensible space around structures to protect against wildfire affords less protection to the other resources. A similar result holds for protection of saguaros, which are also spatially concentrated. Under the optimal solution, groups caring about spatially-dispersed, riparian vegetation would compensate homeowners and groups caring about saguaros for a reallocation of resources toward greater protection of dispersed vegetation. Results highlight the importance of the spatial configuration of players and the resources they wish to protect in invasive species control problems. 展开更多
关键词 non-native Invasive species BUFFELGRASS Optimal Control Integer Programming Cooperative Games Shapley Value
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新自然主义生态种植设计理念下的草本植物景观的发展与应用 被引量:45
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作者 杭烨 《风景园林》 2017年第5期16-21,共6页
在全球气候变暖的大背景之下,新自然主义生态种植以其可持续且低维护的特性,逐步在世界范围内替代传统种植形式,成为城市景观种植设计的一个主流趋势。草本植物的应用潜力、生态价值和美学价值在这种新型的景观形式里得到了充分体现。... 在全球气候变暖的大背景之下,新自然主义生态种植以其可持续且低维护的特性,逐步在世界范围内替代传统种植形式,成为城市景观种植设计的一个主流趋势。草本植物的应用潜力、生态价值和美学价值在这种新型的景观形式里得到了充分体现。拟自然式的群落种植设计形式能实现自我调节,并有助于实现中长期的生态服务功能。如何将新自然主义种植设计"中国化"是历史机遇,也充满挑战。本文论述了城市背景下新自然主义生态种植设计理念下的草本植物景观的发展历程,并探讨了未来景观设计和绿色基础设施网络中自然式草本植被的应用潜力。 展开更多
关键词 新自然主义生态种植设计 草本植物群落 生物多样性 本土和非本土植物
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高校大学生对外来植物科学认知水平研究 被引量:3
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作者 徐蕾 于志贞 +4 位作者 朱思旭 张德政 徐林莉 赵雨舒 杨明玉 《环境保护科学》 CAS 2021年第2期40-44,共5页
文章以云南省九所高校为例,通过网络问卷的方式调查了当前在校大学生群体对外来植物相关知识的认知状况。研究发现大学生群体对外来植物相关概念虽然有一定了解,但普遍缺乏对外来植物知识的深入理解,特别是一些缺乏专业课程的文科类和... 文章以云南省九所高校为例,通过网络问卷的方式调查了当前在校大学生群体对外来植物相关知识的认知状况。研究发现大学生群体对外来植物相关概念虽然有一定了解,但普遍缺乏对外来植物知识的深入理解,特别是一些缺乏专业课程的文科类和低年级的同学认知水平相对较低。此外,虽然大学生对参与外来植物的管控意愿较高,但对于进一步学习和掌握相关专业知识则缺乏兴趣,这对我国未来有效开展公民生物安全教育带来一定挑战。 展开更多
关键词 外来植物 公众认知 大学生群体 问卷调查 生物安全教育
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Predicting Ailanthus altissima presence across a managed forest landscape in southeast Ohio 被引量:1
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作者 Louis R.Iverson Joanne Rebbeck +2 位作者 Matthew P.Peters Todd Hutchinson Timothy Fox 《Forest Ecosystems》 SCIE CSCD 2019年第4期261-273,共13页
Background: The negative impacts of the exotic tree, Ailanthus altissima(tree-of-heaven, stink tree), is spreading throughout much of the Eastern United States. When forests are disturbed, it can invade and expand qui... Background: The negative impacts of the exotic tree, Ailanthus altissima(tree-of-heaven, stink tree), is spreading throughout much of the Eastern United States. When forests are disturbed, it can invade and expand quickly if seed sources are nearby.Methods: We conducted studies at the highly dissected Tar Hollow State Forest(THSF) in southeastern Ohio USA,where Ailanthus is widely distributed within the forest, harvests have been ongoing for decades, and prescribed fire had been applied to about a quarter of the study area. Our intention was to develop models to evaluate the relationship of Ailanthus presence to prescribed fire, harvesting activity, and other landscape characteristics, using this Ohio location as a case study. Field assessments of the demography of Ailanthus and other stand attributes(e.g., fire, harvesting, stand structure) were conducted on 267 sample plots on a 400-m grid throughout THSF,supplemented by identification of Ailanthus seed-sources via digital aerial sketch mapping during the dormant season. Statistical modeling tools Random Forest(RF), Classification and Regression Trees(CART), and Maxent were used to assess relationships among attributes, then model habitats suitable for Ailanthus presence.Results: In all, 41 variables were considered in the models, including variables related to management activities, soil characteristics, topography, and vegetation structure(derived from LiDAR). The most important predictor of Ailanthus presence was some measure of recent timber harvest, either mapped harvest history(CART) or LiDARderived canopy height(Maxent). Importantly, neither prescribed fire or soil variables appeared as important predictors of Ailanthus presence or absence in any of the models of the THSF.Conclusions: These modeling techniques provide tools and methodologies for assessing landscapes for Ailanthus invasion, as well as those areas with higher potentials for invasion should seed sources become available. Though a case study on an Ohio forest, these tools can be modified for 展开更多
关键词 OHIO Random Forest CART MAXENT Landscape model non-native invasive species
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