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Could invasive lagomorphs increase the predation risk for guanaco (Lama guanicoe) by puma (Puma concolor) in the Chilean Central Andes? 在智利中安第斯山脉,外来袋鼬是否会增加美洲狮捕食瓜纳科(Lama guanicoe)的风险?
IF 2.9 3区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2024-06-22 DOI: 10.1007/s10530-024-03353-y
José Infante-Varela, Cristián Bonacic

Invasive species can have complex direct and indirect impacts on ecosystems. The impacts of invasive prey species on native prey can be difficult to observe if the latter migrate seasonally, and when the interaction is indirect. We hypothesize that invasive lagomorphs and snow dynamics indirectly drive predation risk for guanaco by puma. We employed camera-trapping data collected over multiple years and seasons in an altitudinal gradient in the Andes of Central Chile. We predicted a high spatial and temporal association between puma and lagomorph detections, given these prey species comprise most of puma diet in the area. We also expected a higher spatiotemporal association between guanaco and puma detections towards higher snow cover in the study area, because of downward altitudinal migration of the ungulate. We obtained 4863 mammalian detections. Our data shows that the detection of puma was positively associated with hare capture rate year-round. In addition, puma detection was positively associated with the interaction of snow cover and guanaco capture rate. Puma temporal activity strongly overlapped with hare, whereas puma apparently increased diurnal activity with an increase in guanaco capture rate. Predation risk for guanaco increased when snow cover was higher and decreased when guanaco migrated to higher altitudes during dryer months. We conclude it is of conservation concern that lagomorphs may be subsidizing pumas and modifying patterns of consumptive and non-consumptive effects of the predator on native prey populations.

入侵物种会对生态系统产生复杂的直接和间接影响。如果本地猎物是季节性迁徙,入侵猎物对本地猎物的影响就很难观察到,而且这种影响是间接的。我们假设,入侵的长尾雉和雪的动态会间接导致美洲狮捕食瓜纳科猎物的风险。我们采用了在智利中部安第斯山脉海拔梯度地区多年、多季节收集的照相机诱捕数据。我们预测美洲狮和袋鼬的发现在空间和时间上有很大的关联,因为这些猎物是美洲狮在该地区的主要食物。我们还预计,在研究区积雪覆盖率较高的地方,美洲狮和长尾雉的发现在时空上会有更高的关联性,因为长尾雉会向海拔较低的地方迁移。我们共探测到 4863 头哺乳动物。我们的数据显示,美洲狮的发现与野兔的全年捕获率呈正相关。此外,美洲狮的发现与积雪覆盖率和野兔捕获率的交互作用呈正相关。美洲狮的时间活动与野兔的时间活动紧密重叠,而美洲狮的昼间活动明显随着岩雀捕获率的增加而增加。当积雪覆盖率较高时,美洲狮捕食岩兔的风险增加,而当岩兔在较干燥的月份迁移到海拔较高的地方时,捕食风险降低。我们的结论是,长尾鼬可能会补贴美洲狮,并改变捕食者对本地猎物种群的消耗性和非消耗性影响模式,这是一个值得关注的保护问题。
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引用次数: 0
Estimating the monetary cost of biological invasions to South Africa 估算生物入侵给南非造成的经济损失
IF 2.9 3区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2024-06-20 DOI: 10.1007/s10530-024-03369-4
Emily J. McCulloch-Jones, Ross N. Cuthbert, Brian W. van Wilgen, John R. U. Wilson

Estimates of the cost of damage caused by invasive alien speices and the money spent addressing biological invasions are needed to guide policy and management. Here, we quantify the known monetary costs of biological invasions to South Africa, using data from the InvaCost database, literature searches, and stakeholders. The Department of Forestry, Fisheries and the Environment, and agencies directly funded by them, provided most of the information on money spent, with very little information was available from other government agencies and the private sector. There was also very little information on the monetary costs due to the impacts of invasions. Between 1960 and 2023, ZAR9.6 billion (adjusted to 2022 values) was spent managing biological invasions in South Africa. This is only 4% of the money predicted as being necessary for management, which amounted to ZAR231.8 billion in 2022 values. There is uncertainty in the obtained estimates due to a paucity of information on both impacts and management costs. A few key points emerged from our analysis: the cost of damage caused by invasions far exceeds expenditure on control; the amount spent on control is much less than what is predicted to be needed; almost all management has focussed on a few invasive plant species; and there are large gaps in information that reduce the confidence in our estimates. Transparent cost reporting, strategic public–private collaborations, standardised impact metrics, and reliable assessments of management effectiveness are needed to enable South Africa to more effectively account for and prioritise investments.

我们需要估算外来物种入侵造成的损失成本以及应对生物入侵所花费的资金,以指导政策和管理。在此,我们利用 InvaCost 数据库、文献检索和利益相关者提供的数据,量化了南非生物入侵的已知货币成本。林业、渔业和环境部及其直接资助的机构提供了大部分资金支出信息,其他政府机构和私营部门提供的信息很少。关于入侵影响造成的货币成本的信息也非常少。从 1960 年到 2023 年,南非在管理生物入侵方面的花费为 96 亿南非兰特(调整为 2022 年的数值)。这仅占预测管理所需资金的 4%,按 2022 年价值计算,管理所需资金达 2,318 亿南非兰特。由于缺乏有关影响和管理成本的信息,估算结果存在不确定性。我们的分析得出了几个关键点:入侵造成的损失成本远远超过了控制支出;控制支出远远低于预测需要的金额;几乎所有的管理都集中在少数入侵植物物种上;信息存在巨大缺口,降低了我们对估算结果的信心。南非需要透明的成本报告、战略性的公私合作、标准化的影响指标以及可靠的管理效果评估,以便更有效地核算投资并确定投资的优先次序。
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引用次数: 0
Ornamental fish in the South African pet shop trade: potential risk to natural aquatic ecosystems 南非宠物店贸易中的观赏鱼:对自然水生生态系统的潜在风险
IF 2.9 3区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2024-06-19 DOI: 10.1007/s10530-024-03349-8
Madonna S. Vezi, Colleen T. Downs, Tsungai A. Zengeya

The aquarium pet trade is one of the leading pathways for the introduction of invasive species into natural ecosystems. In 2018, we surveyed pet shops across South Africa to obtain a checklist of ornamental fish species in the aquarium pet shop trade and to assess their invasion potential using sourced data (e.g., natural environment, native range, introduction status, impact status and climatic zone). We evaluated selected common aquarium fish species with high invasion potential according to previous invasion history. We highlighted the need for the development of a management strategy for the aquarium pet trade in South Africa. We identified 312 fish species belonging to 77 families and 182 genera. Most pet shops were in Gauteng Province (n = 38), with few in Limpopo Province (n = 3). Gauteng had the highest number of fish species (n = 271), while North West Province had the lowest number (n = 95). Pet shops were dominated by freshwater species (68%), followed by marine species (22%), while the origin of 30 species (10%) was transitional aquatic ecosystems. Most freshwater taxa were native to South America and Asia, while most marine species were from the Pacific and Indo-Pacific Oceans. Most (88%) species were tropical, 10% subtropical, and 1% temperate. Several (n = 28) species had more than 50% frequency of occurrence, representing the most popular ornamental fishes. Several (n = 13) species are invasive in South Africa and other parts of the world. The system of importation of ornamental fish in South Africa is not clear. Although there is a recommendation that these importations must be regulated according to the whitelist and blacklist in South Africa, it is not clear how this is implemented in practice. We demonstrated a high risk of alien fish species introduction in South Africa through the aquarium pet shop trade.

水族宠物交易是将入侵物种引入自然生态系统的主要途径之一。2018 年,我们对南非各地的宠物店进行了调查,以获得水族宠物店贸易中观赏鱼物种的清单,并利用来源数据(如自然环境、原生地、引进状况、影响状况和气候区)评估其入侵潜力。我们根据以往的入侵历史,评估了一些具有高入侵潜力的常见水族鱼类物种。我们强调了制定南非水族宠物交易管理策略的必要性。我们确定了隶属于 77 科 182 属的 312 种鱼类。大多数宠物店位于豪登省(38 家),林波波省很少(3 家)。豪登省的鱼类种类最多(n = 271),而西北省最少(n = 95)。宠物店中主要是淡水物种(68%),其次是海洋物种(22%),30 个物种(10%)的原产地是过渡性水生生态系统。大多数淡水类群原产于南美洲和亚洲,而大多数海洋物种来自太平洋和印度洋。大多数(88%)物种属于热带,10%属于亚热带,1%属于温带。有几个物种(28 个)的出现频率超过 50%,是最受欢迎的观赏鱼。有几个物种(13 个)是南非和世界其他地区的入侵物种。南非的观赏鱼进口系统尚不明确。虽然有建议指出,必须根据南非的白名单和黑名单对这些进口进行监管,但并不清楚在实践中是如何执行的。我们表明,南非通过水族宠物店贸易引进外来鱼类物种的风险很高。
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引用次数: 0
Exotic-to-native affinities and plant invasibility in a tropical dry forest 热带干旱森林中的外来-本地亲缘关系和植物入侵性
IF 2.9 3区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2024-06-18 DOI: 10.1007/s10530-024-03352-z
Thieres Santos Almeida, Eduardo Vinícius da Silva Oliveira, Sidney F. Gouveia

Conflicting hypotheses regarding the factors underlying the invasibility of plant species persist, as portrayed by Darwin’s naturalization conundrum. This is particularly critical in arid and semiarid ecosystems, for which understanding remains elusive. We test how similarities between exotic and native plants in the Brazilian semiarid Caatinga affect the invasion stage and distribution of invasive species. We estimate diversity fields for exotic species, representing the composition of native species that co-occur with each exotic species and calculated phylogenetic metrics of the distance of focal species to its field. We also assess whether changes in stage from exotic to naturalized and from naturalized to invasive are influenced by phylogenetic relatedness and functional traits. We also test whether the observed phylogenetic distance values of the invasive species differ from those expected by chance. Finally, we analyze whether there are functional similarities between the stages of exotic species and native plants. Plants that are phylogenetically closer to the more frequent native species of the Caatinga are more likely to become naturalized and invasive. Among invasive species with a significant pattern of phylogenetic relatedness, those that are closer to native species are more prevalent. Naturalized and invasive plants are shorter and have smaller leaves and seeds than native plants. The observed functional differences suggest that naturalized and invasive species adopt strategies similar to those of competitive native plants, such as seed bank formation and dense populations.

正如达尔文的归化难题所描绘的那样,关于植物物种入侵的基本因素,一直存在着相互矛盾的假说。这一点在干旱和半干旱生态系统中尤为关键,而人们对这些生态系统的了解仍然很有限。我们测试了巴西半干旱卡廷加地区外来植物和本地植物之间的相似性如何影响入侵物种的入侵阶段和分布。我们估算了外来物种的多样性场,代表了与每个外来物种共生的本地物种的组成,并计算了重点物种与其多样性场距离的系统发育指标。我们还评估了从外来物种到归化物种以及从归化物种到入侵物种的阶段性变化是否受到系统发育相关性和功能特征的影响。我们还检验了所观察到的入侵物种的系统发育距离值是否不同于偶然的预期值。最后,我们分析了外来物种和本地植物的阶段之间是否存在功能上的相似性。在系统发育上更接近卡廷加地区更常见的本地物种的植物更有可能归化和入侵。在具有显著系统发育相关性的入侵物种中,与本地物种更接近的物种更为普遍。与本地植物相比,归化和入侵植物的叶片和种子更短、更小。观察到的功能差异表明,归化和入侵物种采取的策略与具有竞争力的本地植物类似,如种子库的形成和密集的种群。
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引用次数: 0
Can hair snares provide a reliable method for estimating abundance of an exotic ungulate? 毛陷阱能否为估计外来有蹄类动物的数量提供可靠的方法?
IF 2.9 3区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2024-06-18 DOI: 10.1007/s10530-024-03363-w
Tyler S. Evans, Eric T. Hileman, Melanie R. Boudreau, Bronson K. Strickland, Raymond B. Iglay

Mitigating exotic species invasions requires reliable information on abundance and source-sink dynamics to evaluate effectiveness of control efforts. Despite being present in the southeastern United States for centuries, wild pigs (Sus scrofa) continue to invade new areas, including the Sam D. Hamilton Noxubee National Wildlife Refuge (NNWR) in Mississippi, a forested landscape with an emerging wild pig population. Considering the early stage of invasion, we designed and implemented a non-invasive hair sampling technique to estimate abundance and relatedness of wild pigs within the NNWR. Following 8-week sampling periods in 2021 (n = 160 samples) and 2022 (n = 159 samples), we identified 38 and 26 unique individuals, respectively, although recapture rates were too low to yield precise abundance estimates. We also identified low heterozygosity indicating high relatedness among our population which likely reflected lack of barrier features to gene flow and/or a limited number of external source populations. Finally, we observed positive trends in viable samples collected relative to sampling week, suggesting more optimal sampling period(s) may exist (e.g., autumn). We also acknowledge that use of grain in more accessible areas rather than our remote approach using scent-only attractants may increase hair snare attractiveness and wild pig encounters, while permitting increased sampling frequency. Collectively, these modifications (i.e., altered season, bait type, and access) provide viable pathways to increase precision for abundance estimates. When used concomitantly with ongoing monitoring and control efforts, non-invasive hair sampling will contribute to a more holistic understanding of this exotic species and better inform management actions.

减轻外来物种入侵需要有关数量和源汇动态的可靠信息,以评估控制工作的效果。尽管野猪(Sus scrofa)已经在美国东南部存在了几个世纪,但它仍在不断入侵新的地区,包括密西西比州的萨姆-D-汉密尔顿-诺克苏比国家野生动物保护区(NNWR),该保护区是一个森林景观,野猪种群正在形成。考虑到野猪入侵的早期阶段,我们设计并实施了一种非侵入式毛发采样技术,以估算诺苏比国家野生动物保护区内野猪的数量和亲缘关系。在 2021 年(n = 160 个样本)和 2022 年(n = 159 个样本)为期 8 周的采样期后,我们分别确定了 38 和 26 个独特个体,但重新捕获率太低,无法得出精确的丰度估计。我们还发现了较低的杂合度,表明我们的种群之间具有较高的亲缘关系,这可能反映出缺乏基因流动的障碍特征和/或外部来源种群数量有限。最后,我们观察到,相对于采样周,采集到的存活样本呈正趋势,这表明可能存在更理想的采样期(如秋季)。我们还认识到,在更容易到达的地区使用谷物而不是我们使用纯气味引诱剂的偏远方法,可能会增加毛发诱捕器的吸引力和野猪相遇率,同时允许增加采样频率。总之,这些修改(即改变季节、诱饵类型和进入方式)为提高丰度估计的精确度提供了可行的途径。非侵入性毛发取样与正在进行的监测和控制工作同时使用时,将有助于更全面地了解这种外来物种,并更好地为管理行动提供信息。
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引用次数: 0
Unusually large invasive seeds are spared by rodents in a Patagonian forest 巴塔哥尼亚森林中的啮齿动物放过了异常大的入侵种子
IF 2.9 3区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2024-06-18 DOI: 10.1007/s10530-024-03372-9
M. S. Campagna, I. Barberá, J. M. Morales, T. Morán-López

Seed predation by rodents can act as a recruitment barrier during community assembly, limiting the establishment of exotic species. Predation rates of exotic seeds may depend on their attractiveness, determined by their traits, and how different they are from natives. Additionally, at the naturalization stage of the invasion process, exotic seeds may escape post-dispersal predation because they are rare in the community. To test these ideas, we assessed granivory in a Patagonian forest, where two species with contrasting seed sizes are naturalized. Rubus idaeus seeds are of similar size of natives, whereas Prunus cerasus seeds are four times larger. The relative abundance of their seeds within the landscape is low compared to native seeds. Throughout the fruiting season, we offered seeds from all species present in the community (native and exotics), whenever they were available in the landscape. To consider the effects of vegetation structure on rodent foraging behavior, we offered seeds in areas with and without understory cover. We found a hump-shaped relationship between predation rates and seed size. Consequently, rodents strongly avoided large exotic Prunus seeds, but removed Rubus seeds at similar rates to natives. Contrary to our expectations, seed abundance did not affect predation, and hence, rarity did not confer an advantage to exotic seeds. The presence of shrub cover increased 2.3 times the removal rates compared to open areas. We suggest that the dissimilarity in seed size compared to native species and the presence of shrub cover influenced predation pressure on exotic species within our community.

啮齿类动物对种子的捕食可能会成为群落形成过程中的招募障碍,限制外来物种的建立。外来种子的捕食率可能取决于它们的吸引力(由其特征决定)以及它们与本地物种的差异程度。此外,在入侵过程的归化阶段,外来种子可能会因为在群落中稀少而逃脱散播后的捕食。为了验证这些观点,我们在巴塔哥尼亚的一片森林中评估了粒食现象。Rubus idaeus 的种子大小与本地物种相似,而 Prunus cerasus 的种子则比本地物种大四倍。与本地种子相比,它们的种子在景观中的相对丰度较低。在整个结果季节,只要景观中存在所有物种(本地和外来物种)的种子,我们都会提供给它们。为了考虑植被结构对啮齿动物觅食行为的影响,我们在有林下植被覆盖和无林下植被覆盖的区域提供种子。我们发现捕食率与种子大小之间存在驼峰形关系。因此,啮齿动物会强烈避开大粒的外来普鲁士种子,但清除红宝石种子的速度与本地啮齿动物相似。与我们的预期相反,种子的丰度并不影响捕食率,因此外来种子并不具有稀有性优势。与空旷地区相比,有灌木覆盖的地区的移除率增加了 2.3 倍。我们认为,与本地物种相比,种子大小的差异以及灌木覆盖的存在影响了外来物种在我们群落中的捕食压力。
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引用次数: 0
Modelling impacts to water quality in salmonid-bearing waterways following the introduction of emerald ash borer in the Pacific Northwest, USA 模拟美国西北太平洋地区引入翡翠灰螟后对鲑鱼水道水质的影响
IF 2.9 3区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2024-06-16 DOI: 10.1007/s10530-024-03340-3
Dominic Maze, Julia Bond, Monte Mattsson

Oregon ash (Fraxinus latifolia Benth.) wetlands and riparian forests are an important economic, cultural, and ecological resource in the Pacific Northwest, USA, and are threatened by the invasive insect, emerald ash borer (Agrilus planipennis Fairmmaire) (EAB). Following the discovery of EAB in Forest Grove, Oregon in June of 2022, it is predicted that EAB-induced ash mortality will alter vegetation communities and modify hydrology of wetlands and streams in the Pacific Northwest. Of primary concern is an increase in solar loading of already degraded waterways and wetlands that support Endangered Species Act-listed salmonids and other cold-water species following canopy dieback of Oregon ash. Our study, which began before the first detection of EAB on the West Coast, models potential impacts of EAB-mediated Oregon ash canopy loss to temperature-related water quality on two waterways in the vicinity of Portland, Oregon. Our results indicate a significant increase in solar loading with likely negative impacts to Endangered Species Act-listed salmonids, other aquatic wildlife, and associated habitat. We forecast greater impacts to these resources outside our study scope and include considerations for entities with water quality-related regulatory obligations.

俄勒冈白蜡(Fraxinus latifolia Benth.)湿地和河岸林是美国西北太平洋地区重要的经济、文化和生态资源,受到入侵昆虫翡翠白蜡螟(Agrilus planipennis Fairmmaire)(EAB)的威胁。2022 年 6 月在俄勒冈州森林格罗夫发现 EAB 后,预计 EAB 引起的白蜡死亡将改变西北太平洋地区的植被群落,并改变湿地和溪流的水文状况。最令人担忧的是,俄勒冈白蜡树冠层枯死后,已经退化的水道和湿地的太阳负荷会增加,而这些水道和湿地支持着《濒危物种法案》中列出的鲑科鱼类和其他冷水物种。我们的研究在西海岸首次发现 EAB 之前就开始了,研究模拟了 EAB 引发的俄勒冈白蜡树树冠衰退对俄勒冈州波特兰市附近两条水道与温度相关的水质的潜在影响。我们的结果表明,太阳负荷会大幅增加,可能会对列入《濒危物种法案》的鲑鱼、其他水生野生动物和相关栖息地造成负面影响。我们预测,在我们的研究范围之外,这些资源将受到更大的影响,并包括对承担水质相关监管义务的实体的考虑。
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引用次数: 0
Invasion away from roadsides was not driven by adaptation to grassland habitats in Dittrichia graveolens (stinkwort) Dittrichia graveolens(臭草)远离路边的入侵并不是由于适应草地生境所致
IF 2.9 3区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2024-06-05 DOI: 10.1007/s10530-024-03359-6
Miranda K. Melen, Emma D. Snyder, Michael Fernandez, Andrew Lopez, Nicky Lustenhouwer, Ingrid M. Parker

Invasive plants along transportation corridors can significantly threaten ecosystems and biodiversity if they spread beyond anthropogenic environments. Rapid evolution may increase the ability of invading plant populations to establish in resident plant communities over time, posing a challenge to invasion risk assessment. We tested for adaptive differentiation in Dittrichia graveolens (stinkwort), an invasive species of ruderal habitat in California that is increasingly spreading away from roadsides into more established vegetation. We collected seeds from eight pairs of vegetated sites and their nearest (presumed progenitor) roadside population. We assessed differentiation between populations in roadside and vegetated habitat for germination behavior and for response to competition in a greenhouse experiment. We also tested for increased performance in vegetated habitat with a grassland field experiment including a neighbor removal treatment. Germination rates were slightly reduced in seeds from vegetated sites, which may indicate lower seed viability. Otherwise, plants did not show consistent differences between the two habitat types. Competition strongly reduced performance of D. graveolens in both the greenhouse and in the field, but plants originating from vegetated sites did not show enhanced competitive ability. Our findings show no evidence of adaptive differentiation between D. graveolens populations from roadside and vegetated habitats to date, suggesting that invasiveness in grasslands has not been enhanced by rapid evolution in the 40 + years since this species was introduced to California. Evolutionary constraints or potentially high levels of gene flow at this small scale may limit adaptation to novel habitats along roadsides.

交通走廊沿线的入侵植物如果扩散到人为环境之外,会严重威胁生态系统和生物多样性。随着时间的推移,快速进化可能会提高入侵植物种群在常住植物群落中立足的能力,这给入侵风险评估带来了挑战。我们测试了 Dittrichia graveolens(臭草)的适应性分化,它是加利福尼亚州灌丛栖息地的入侵物种,正日益从路边蔓延到更成熟的植被中。我们从八对植被地点及其最近的(假定祖先)路边种群中采集了种子。我们在温室实验中评估了路边和植被生境中种群的发芽行为差异以及对竞争的反应。我们还通过一项草地田间试验(包括移除邻居的处理)测试了植被栖息地的表现是否有所提高。植被覆盖地的种子发芽率略有下降,这可能表明种子活力较低。除此之外,两种生境类型的植物并没有表现出一致的差异。无论是在温室还是在田间,竞争都会大大降低D. graveolens的表现,但来自植被覆盖地的植物并没有表现出更强的竞争能力。我们的研究结果表明,迄今为止,没有证据表明来自路边和植被生境的 D. graveolens 种群之间存在适应性差异,这表明自该物种引入加利福尼亚州以来的 40 多年中,草地的入侵性并未因快速进化而增强。这种小规模的进化限制或潜在的高水平基因流可能会限制对路边新栖息地的适应。
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引用次数: 0
Applicability of phenological indices for mapping of understory invasive species using machine learning algorithms 利用机器学习算法绘制林下入侵物种分布图的物候指数适用性
IF 2.9 3区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2024-06-04 DOI: 10.1007/s10530-024-03361-y
Kariya Ishita Bhaveshkumar, Laxmi Kant Sharma, Rajani Kant Verma

Forests provide crucial ecosystem services and are increasingly threatened by invasive plant species. The spread of these invasive species has affected biodiversity and has become a trending topic due to its impact on both endemic species and biodiversity. Therefore, it is imperative to implement conservation measures to protect native species such as mapping and monitoring invasive plant species in the forest realm. Mapping understory herb invasive plant species within forest categories is challenging, for example species such as Ageratum conyzoides and Cassia tora do not occur in distinct clusters, making them difficult to distinguish from the surrounding forest. In this paper, phenology plays a vital role for analysing the separability of both inter and intra-species discrimination to examine temporal curves for different vegetation indices that affect plant growth during the green and senescence periods. Machine learning algorithms, including regression tree-based algorithms, decision tree-based algorithms, and probabilistic algorithms, were used to determine the most effective algorithm for pixel-based classification. Support Vector Machine (SVM) classifier was the most effective method, with an overall accuracy of this classifier was calculated as 90.28% and a kappa of 0.88. The findings indicate that machine learning algorithms remain effective for pixel-based classification of understory invasive plant species from forest class. Thus, this study shows a technical method to distinguish invasive plant species from forest class which can help forest managers to locate invasion sites to eradicate them and conserve native biodiversity.

森林提供重要的生态系统服务,同时也日益受到入侵植物物种的威胁。这些入侵物种的蔓延影响了生物多样性,并因其对特有物种和生物多样性的影响而成为一个热门话题。因此,当务之急是采取保护措施来保护本地物种,如绘制和监测森林中的入侵植物物种。绘制森林类别中的林下草本入侵植物物种图谱具有挑战性,例如,Ageratum conyzoides 和 Cassia tora 等物种不会出现在不同的群落中,因此很难将它们与周围的森林区分开来。在本文中,物候学在分析物种间和物种内区分度的可分离性方面发挥了重要作用,以研究影响绿色和衰老期植物生长的不同植被指数的时间曲线。机器学习算法包括基于回归树的算法、基于决策树的算法和概率算法,用于确定基于像素分类的最有效算法。支持向量机(SVM)分类器是最有效的方法,该分类器的总体准确率为 90.28%,卡帕值为 0.88。研究结果表明,机器学习算法对基于像素的林下入侵植物物种分类仍然有效。因此,本研究展示了一种从森林等级中区分入侵植物物种的技术方法,可帮助森林管理者定位入侵地点以根除入侵植物,保护本地生物多样性。
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引用次数: 0
Intensive professional vehicle-based shooting provides local control of invasive rusa deer in a peri-urban landscape 专业车辆密集射击可在当地控制城市周边地区的外来鼠鹿
IF 2.9 3区 环境科学与生态学 Q1 BIODIVERSITY CONSERVATION Pub Date : 2024-06-03 DOI: 10.1007/s10530-024-03345-y
Sebastien Comte, Andrew J. Bengsen, Calum X. Cunningham, Michelle Dawson, Anthony R. Pople, David M. Forsyth

Non-native deer are becoming increasingly common in peri-urban landscapes, where they pose a risk to the health and wellbeing of people. Professional vehicle-based shooting is commonly used to control deer populations in these complex landscapes, but the effectiveness and cost of this method have seldom been evaluated. We analyzed the effectiveness and cost of using professional vehicle-based shooting to reduce the abundance and impacts of non-native rusa deer (Cervus timorensis) in a peri-urban landscape in Wollongong, eastern Australia, during 2011–2021. We incorporated the results from an independent monitoring program into a Bayesian joint-likelihood framework to model spatio-temporal changes in rusa deer abundance. Finally, we used our findings to assess the effect of the management program on the number of complaints from the residents. After eleven years and the removal of 4701 rusa deer from Wollongong LGA (712 km2), deer abundance did not change in 74.7% of the area, decreased in 19.4% of the area (mostly in and around the sites where the professional shooting occurred), and increased in 5.9% of the area. Shooting was most cost-effective during winter when the longer hours of darkness meant that shooters could visit more sites. In contrast to deer abundance, the probability of residents complaining about deer increased in space and time. Our study shows that professional vehicle-based shooting can locally reduce the abundance of invasive deer in a peri-urban landscape, providing that sufficient control effort is expended. We suggest that shooting effort is currently too thinly spread across this peri-urban landscape, and that concentrating shooting effort on the areas of greatest deer abundance and resident complaints might be a more cost-effective strategy for managing invasive deer in peri-urban landscapes.

非本地鹿在城市周边地区越来越常见,对人们的健康和福祉构成威胁。在这些复杂的地貌中,通常使用专业车辆射杀来控制鹿的数量,但很少对这种方法的效果和成本进行评估。我们分析了 2011-2021 年间在澳大利亚东部卧龙岗的近郊景观中使用专业车辆射杀来减少非本地鼠鹿(Cervus timorensis)的数量和影响的效果和成本。我们将一项独立监测计划的结果纳入贝叶斯联合概率框架,以模拟鲁沙鹿数量的时空变化。最后,我们利用研究结果评估了管理计划对居民投诉数量的影响。在卧龙岗地方政府管辖区(712 平方公里)清除了 4701 头鹿,11 年后,74.7% 的地区鹿的数量没有变化,19.4% 的地区鹿的数量有所减少(主要是在进行专业射杀的地点及其周围),5.9% 的地区鹿的数量有所增加。冬季的射猎成本效益最高,因为黑暗时间较长,射猎者可以访问更多地点。与鹿的数量形成鲜明对比的是,居民投诉鹿的概率在空间和时间上都有所增加。我们的研究表明,只要投入足够的控制力量,专业车辆射杀可以在局部地区减少城市周边地区的入侵鹿数量。我们认为,目前射杀工作在城市周边地区的分布过于分散,集中射杀鹿数量最多和居民投诉最多的地区可能是管理城市周边地区入侵鹿的更具成本效益的策略。
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Biological Invasions
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