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Screening of Casuarina equisetifolia rhizosphere-promoting bacteria and their effects on seed germination and seedling growth. 筛选马尾松根瘤促进菌及其对种子萌发和幼苗生长的影响
Q3 Environmental Science Pub Date : 2024-08-01 DOI: 10.13287/j.1001-9332.202408.030
Wei Chu, Yan-Yan Wang, Yue Guo, Yan-Hui Peng, Ze-Yan Wu, Wen-Xiong Lin

To promote the growth of Casuarina equisetifolia and address the abnormalities in the structure and function of rhizosphere soil microbial community, we isolated eight strains with multiple functions from the root nodules of C. equisetifolia, including nitrogen fixation (N), production of cell wall-degrading enzymes (protease and cellulase), auxin (IAA) production, siderophore production, ammonia (NH3) production, and phosphate solubilization. Among these strains, LB08, LB18, LB19, LB42, LB46, LB63, and LB69 were identified as Paenibacillus species, while LQ10 was identified as a Brucella sp. Results of seed soaking experiments showed that all the eight strains promoted the growth of C. equisetifolia seedlings. Strain LB69 significantly increased the germination rate and seedling vigor by 19.7% and 28.3%, respectively. Strain LQ10 significantly enhanced root length and root vigor by 48.2% and 334.4%, respectively. Strains LB18 and LB42 had the strongest effects on early shoot length and biomass accumulation, with increases of 22.4% and 32.8%, respectively. After seed soaking, the number of isozymes bands of polyphenol oxidase, superoxide dismutase, and peroxidase increased, with some bands showing enhanced intensity and increased diversity of enzyme isoforms, thereby enhancing stress resistance. In summary, the addition of these eight strains promoted plant growth and antioxidant enzyme activity, indicating their potential role as biofertilizers.

为了促进马尾松的生长,解决根瘤土壤微生物群落结构和功能异常的问题,我们从马尾松的根瘤中分离出8株具有多种功能的菌株,包括固氮(N)、产生细胞壁降解酶(蛋白酶和纤维素酶)、产生辅酶(IAA)、产生苷元、产生氨(NH3)和溶解磷酸盐。浸种实验结果表明,这八种菌株都能促进马尾藻幼苗的生长。菌株 LB69 能显著提高发芽率和幼苗活力,分别提高了 19.7% 和 28.3%。菌株 LQ10 能明显提高根长和根系活力,分别提高了 48.2% 和 334.4%。菌株 LB18 和 LB42 对早期芽长和生物量积累的影响最大,分别增加了 22.4% 和 32.8%。浸种后,多酚氧化酶、超氧化物歧化酶和过氧化物酶的同工酶条带数量增加,部分条带强度增强,酶同工酶的多样性增加,从而提高了抗逆性。总之,添加这八种菌株可促进植物生长和抗氧化酶活性,表明它们具有作为生物肥料的潜在作用。
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引用次数: 0
Sources and distributions of microplastics and the hazards to plants, animals and human health:A review. 微塑料的来源和分布以及对植物、动物和人类健康的危害:综述。
Q3 Environmental Science Pub Date : 2024-08-01 DOI: 10.13287/j.1001-9332.202408.028
Meng-Yao Sun, Jia-Yang Guo, Xin-Yi Wang, Xiao Chang

The increases in plastic production and inadequate plastic waste management have significantly increased the presence of microplastics (MPs) in the environment. MPs refer to plastic fragments and particles with a size smaller than 5 millimeters. Numerous studies have focused on the impacts of MPs on the environment and living organisms, and explored the potential mechanisms. Humans and other organisms can ingest or carry MPs through various pathways, which have a range of adverse effects on metabolism, functionality, and health. Additionally, due to their larger surface area, MPs could adsorb various pollutants, including heavy metals and persistent organic pollutants, severely affecting the health of animals and humans. Based on research on MPs in recent years, we reviewed the sources and distribution of MPs, examined exposure pathways, toxic effects, and toxicological mechanisms on plants, animals, and human bodies, and provided a prospective outlook on future directions for MP research. This review would be a reference for further assessments of the health risks of MPs.

塑料产量的增加和塑料废物管理的不足,大大增加了环境中微塑料(MPs)的存在。微塑料指的是尺寸小于 5 毫米的塑料碎片和颗粒。大量研究集中于微塑料对环境和生物体的影响,并探讨了其潜在机制。人类和其他生物可通过各种途径摄入或携带 MPs,从而对新陈代谢、功能和健康产生一系列不利影响。此外,由于 MPs 具有较大的表面积,可吸附各种污染物,包括重金属和持久性有机污染物,严重影响动物和人类的健康。基于近年来对 MPs 的研究,我们综述了 MPs 的来源和分布,探讨了 MPs 对植物、动物和人体的暴露途径、毒性效应和毒理机制,并对 MP 研究的未来方向进行了展望。本综述将为进一步评估多溴联苯醚的健康风险提供参考。
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引用次数: 0
Simulation of climate change effect on the global distribution of Rosa multiflora. 模拟气候变化对多花蔷薇全球分布的影响。
Q3 Environmental Science Pub Date : 2024-07-18 DOI: 10.13287/j.1001-9332.202407.022
Shun-Ting Yang, Hui-Chun Wang, Wei-Kun Jing, Qi-Gang Wang, Hui-Jun Yan, Xian-Qin Qiu, Hong-Ying Jian

Rosa multiflora, originated from East Asia, is one of the original ancestors of modern roses. It is also an important genetic resource and rootstock for rose cultivation. Due to its high resistance and vigorous growth, R. multiflora has become an invasive species in some introduction sites, such as North America. To explore the correlation between the suitable habitat of R. multiflora and climate change, we predicted its potential geographic distribution with an optimized MaxEnt model based on 1246 distribution records and nine bioclimatic variables. The results showed that the mean temperature of the coldest quarter, minimum temperature of the coldest month, precipitation of the warmest quarter, and isothermality were significant bioclimatic variables affecting the potential geographic distribution of R. multiflora. Under current climate conditions, R. multiflora naturally distributed in the plains and hilly areas to the east and south of the Loess Plateau. The distribution pattern in the mid-holocene was similar to its current distribution, but the highly suitable distribution area was in the south of North China Plain, the Sichuan Basin, and parts of the Middle-Lower Yangtze Plain. During the last interglacial, the suitable areas generally contrac-ted southward, while the highly suitable areas significantly expanded and mainly located in the Sichuan Basin, the Middle-Lower Yangtze Plains, the Yunnan-Guizhou Plateau, and the Southeast Hills. Beyond its natural distribution in East Asia, R. multiflora had been introduced and spread to most parts of Europe and the central and eastern United States. The distribution area of R. multiflora would expand under three warming scenarios of different shared socioeconomic pathways (SSP1-2.6, SSP2-4.5, and SSP5-8.5) during 2041-2060 and 2081-2100. Its average distribution center (centroid) would shift towards higher latitude, indicating that the distribution of R. multiflora was closely related to climate change and that global warming might lead to an expansion of its distribution area. These results would improve our understanding of the ecological adaptability of R. multiflora, facilitate the predicting of its future distribution, and provide a theoretical basis for monitoring and early warning measures following its introduction.

多花蔷薇起源于东亚,是现代玫瑰的始祖之一。它也是玫瑰栽培的重要遗传资源和砧木。由于其抗性强、生长旺盛,多花蔷薇已成为北美等一些引种地的入侵物种。为了探讨多花蔷薇的适宜生境与气候变化之间的相关性,我们基于1246条分布记录和9个生物气候变量,利用优化的MaxEnt模型预测了多花蔷薇的潜在地理分布。结果表明,最冷季度的平均气温、最冷月的最低气温、最暖季度的降水量和等温线是影响多花蛇潜在地理分布的重要生物气候变量。在目前的气候条件下,多花甘蓝自然分布在黄土高原东部和南部的平原和丘陵地区。全新世中期的分布格局与其目前的分布格局相似,但华北平原南部、四川盆地和长江中下游平原的部分地区是其高度适宜分布区。在上一个间冰期,适宜区普遍向南偏移,而高度适宜区明显扩大,主要分布在四川盆地、长江中下游平原、云贵高原和东南丘陵地区。除了在东亚的自然分布外,五色草还被引入并传播到欧洲大部分地区以及美国中部和东部。在 2041-2060 年和 2081-2100 年期间,在三种不同的共同社会经济路径(SSP1-2.6、SSP2-4.5 和 SSP5-8.5)的气候变暖情景下,多花金线莲的分布面积将扩大。其平均分布中心(中心点)将向高纬度移动,这表明多花蔷薇的分布与气候变化密切相关,全球变暖可能会导致其分布区域的扩大。这些结果将加深我们对多花蔷薇生态适应性的认识,有助于预测其未来的分布,并为其引入后的监测和预警措施提供理论依据。
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引用次数: 0
Dynamics of soil arthropod communities in the annual cultivated Gramineae grasslands in alpine region, Northwest Sichuan. 川西北高寒地区一年生禾本科草地土壤节肢动物群落的动态变化
Q3 Environmental Science Pub Date : 2024-07-18 DOI: 10.13287/j.1001-9332.202407.030
Xiao-Yue Xu, Zhen-Zhen Shao, Juan Xue, Chun-Yu Hou, Lei Zhou, Xiao Ren, Yu-Ying Wang, Peng-Fei Wu

The dynamics of soil arthropod communities in annual monoculture grasslands is still unclear, which restricts the understanding of the degradation mechanism of cultivated grasslands. We cultivated two annual gramineae species, Lolium multiflorum and Avena sativa, separately in Hongyuan County, located on the eastern edge of the Qinghai-Tibet Plateau, in April 2019. We investigated soil arthropods, plant communities and soil properties in the cultivated grasslands and natural grassland in the late September every year from 2019 to 2022. The results showed that: 1) The taxonomic composition of soil arthropod communities differed significantly among three grasslands and sampling years. 2) There was no significant difference in the density, taxonomic richness, Shannon index and evenness index of soil arthropod communities among three grasslands. 3) The density of soil arthropod communities significantly fluctuated across years in three grasslands, and the taxonomic richness and Shannon index decreased significantly in the L. multiflorum and A. sativa grasslands, with the evenness index declining significantly only in the fourth year. The Shannon index fluctuated significantly and the evenness index varied little in natural grassland. 4) The above- and below-ground biomass, the contents of soil total P, total K and available N were the main factors influencing the taxonomic composition, density and diversity indices of soil arthropod communities. The results suggested that the cultivation of annual gramineae grasslands have significant effects on taxonomic composition, but not on density and diversity of soil arthropod communities, and those variables change significantly across different years.

一年生单一栽培草地土壤节肢动物群落的动态变化尚不清楚,限制了对栽培草地退化机制的认识。我们于2019年4月在位于青藏高原东部边缘的红原县分别栽培了两种一年生禾本科植物--多花狼尾草和莜麦。从 2019 年到 2022 年,我们在每年 9 月下旬调查了栽培草地和天然草地的土壤节肢动物、植物群落和土壤性质。结果表明1)土壤节肢动物群落的分类组成在三个草地和采样年份之间存在显著差异。2)三个草地土壤节肢动物群落的密度、分类丰富度、香农指数和均匀度指数均无显著差异。3)三块草地的土壤节肢动物群落密度在不同年份有显著波动,多花草地和荠菜草地的分类丰富度和香农指数显著下降,均匀度指数仅在第四年有显著下降。天然草地的香农指数波动较大,均匀度指数变化不大。4)地面和地下生物量、土壤全磷、全钾和可利用氮含量是影响土壤节肢动物群落分类组成、密度和多样性指数的主要因素。结果表明,一年生禾本科草地的种植对土壤节肢动物群落的分类组成有显著影响,但对密度和多样性的影响不大,且这些变量在不同年份间变化显著。
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引用次数: 0
Assessment of ecological environment in arid region based on the improved remote sensing ecological index: A case study of Wuchuan County, Inner Mongolia at the northern foot of Yin Mountains. 基于改进的遥感生态指数的干旱地区生态环境评估:阴山北麓内蒙古武川县案例研究。
Q3 Environmental Science Pub Date : 2024-07-18 DOI: 10.13287/j.1001-9332.202407.023
Chaoligeer, An Xing, Ru-Han A, Zi-Ying Sun, Xiao-Han Sun

Real-time assessment of ecological environment quality in arid and semi-arid regions is crucial for the sustainable development of ecological environments in China. In this study, we constructed a topsoil remote sensing ecological index (TRSEI) by coupling five indicators, greenness, wetness, dryness, topsoil grain size, and heat, with the Google Earth Engine (GEE). With the index, we evaluated the ecological environment quality of Wuchuan County from 1990 to 2020, and examined the spatio-temporal variations of ecological environment quality and its driving factors by using univariate linear regression, multiple regression residual analysis, and Hurst index. Results showed that the first principal component of the TRSEI in the study area contributed over 70%, with a mean eigenvalue of 0.148, indicating the effective integration of various ecological indicators by TRSEI. The topsoil grain size index was essential for the assessment of ecological environment quality in arid and semi-arid regions. From 1990 to 2020, the fluctuation range of TRSEI in the study area was between 0.289 and 0.458, showing an overall slight deterioration trend. The ecological environment quality of cropland and de-farming region had improved, with the improved area accounting for 47.9% of the total area. The grassland, barren land, and construction land areas had deteriorated, with the deteriorated area accounting for 52.1% of the total area. In the future, 36.9% of the regions would experience continuous improvement in ecological environment quality, while 41.4% might continue to dete-riorate. Human activities were the primary driving factor for the changes in ecological environment quality in arid and semi-arid regions, accounting for 88.6% of the total area. Climate change also had a significant impact, accounting for 11.4% of the total area. The TRSEI could effectively assess the ecological environment quality of arid and semi-arid regions, providing a scientific basis for ecological conservation and construction in these areas.

干旱半干旱地区生态环境质量的实时评估对中国生态环境的可持续发展至关重要。本研究利用谷歌地球引擎(GEE),将绿度、湿度、干度、表土粒径和热量五个指标耦合,构建了表土遥感生态指数(TRSEI)。利用该指数对武川县 1990-2020 年生态环境质量进行了评价,并采用单变量线性回归、多元回归残差分析和 Hurst 指数等方法研究了生态环境质量的时空变化及其驱动因素。结果表明,研究区 TRSEI 的第一主成分贡献率超过 70%,平均特征值为 0.148,表明 TRSEI 对各种生态指标进行了有效整合。表土粒度指数对干旱半干旱地区生态环境质量评价至关重要。从 1990 年到 2020 年,研究区 TRSEI 的波动范围在 0.289 到 0.458 之间,总体呈轻微恶化趋势。耕地和非耕地区域生态环境质量有所改善,改善面积占总面积的 47.9%。草地、荒地、建设用地生态环境质量有所恶化,恶化面积占总面积的 52.1%。未来,36.9%的地区生态环境质量将持续改善,41.4%的地区可能继续恶化。人类活动是干旱和半干旱地区生态环境质量变化的主要驱动因素,占总面积的 88.6%。气候变化也产生了重大影响,占总面积的 11.4%。TRSEI 可以有效评估干旱半干旱地区的生态环境质量,为这些地区的生态保护和建设提供科学依据。
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引用次数: 0
Experiences and prospects for national survey of terrestrial wildlife resources in China. 中国陆生野生动物资源全国调查的经验与展望。
Q3 Environmental Science Pub Date : 2024-07-18 DOI: 10.13287/j.1001-9332.202407.031
Dong-Mei Yu, Shi-Quan Deng, Yuan-Zhihong Liu, Xiang-Dong Ruan, Hui-Jian Hu

Wildlife resources are strategic resources of a country, and the investigation of which is a key task for effective management in protection and utilization. Since the 1990s, two national surveys of terrestrial wildlife resources have been carried out in China, and the situation of wildlife resources has been known to a certain extent. Due to the complexity and difficulty of national wildlife survey, we are still not able to grasp the background and dynamics of wildlife resources as a whole promptly and effectively. The results and effectiveness of wildlife resources investigation will directly affect the decision-making related in wildlife protection. According to Law of the People's Republic of China on the Protection of Wildlife and Regulations of the People's Republic of China for the Implementation of the Protection of Terrestrial Wildlife, it is imperative to carry out the third national survey of terrestrial wildlife resources, and to be integrated with the national strategy of ecological civilization construction. The aims of this review were to summarize the earlier experiences in time, to further improve the investigation scheme and technical methods, to serve the third national survey of terrestrial wildlife resources, in addition to obtain more comprehensive and reliable data of wildlife resources, grasp the development trend of domestic wildlife resources, and provide more effective supports for the wildlife conservation in China.

野生动植物资源是一个国家的战略资源,对其进行调查是有效保护和利用管理的关键工作。20 世纪 90 年代以来,我国先后开展了两次全国陆生野生动物资源调查,对野生动物资源状况有了一定的了解。由于全国野生动物调查的复杂性和艰巨性,我们还不能及时有效地从整体上把握野生动物资源的背景和动态。野生动植物资源调查的成果和效果将直接影响到野生动植物保护的相关决策。根据《中华人民共和国野生动物保护法》和《中华人民共和国陆生野生动物保护实施条例》,结合国家生态文明建设战略,开展第三次全国陆生野生动物资源调查势在必行。本次总结旨在及时总结前期经验,进一步完善调查方案和技术方法,为第三次全国陆生野生动物资源调查服务,同时获取更全面、可靠的野生动物资源数据,把握国内野生动物资源发展趋势,为我国野生动物保护工作提供更有效的支撑。
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引用次数: 0
Vegetation changes and influencing factors in different watersheds of Henan Province based on GEE and geographic detectors. 基于 GEE 和地理探测器的河南省不同流域植被变化及其影响因素。
Q3 Environmental Science Pub Date : 2024-07-18 DOI: 10.13287/j.1001-9332.202407.021
Xia Li, Le-Yi Zhang, Chen Wu

Clarifying vegetation changes and the driving factors can provide references for ecological restoration and sustainable social development. We analyzed vegetation distribution and trend changes in Henan Province and its basin zoning (Haihe River basin zoning, Yellow River basin zoning, Huaihe River basin zoning, Yangtze River basin zoning), with fractional vegetation cover data from 2000 to 2020 based on the Google Earth Engine platform, and by combining Theil-Sen Median trend analysis, Mann-Kendall test, and Hurst index. We also utilized factor detection and factor interaction to explore the individual and mutual influences of natural and anthropogenic factors on vegetation at different scales. The results showed that the fractional vegetation cover (FVC) in Henan Province exhibited a distribution pattern of higher coverage in the south and lower in the north during the study period, predominantly characterized by moderate to high vegetation coverage. The Yangtze River basin zoning had the highest coverage. FVC in Henan Province and its zoning exhibited a consistent pattern of fluctuating upward trends, with all areas showing significant improvement. Particularly, the Yangtze River basin zoning had the largest area of improvement. According to the Hurst index, apart from the possibility of continued improvement in the Huaihe River basin zoning, other zoning would be likely to shift from improvement to degradation in the future. Vegetation changes in Henan Province and its zoning were the result of combined effects of anthropogenic and natural factors, with the influence of these factors changing over time and the dominant factors varying by region. Anthropogenic factors such as land use/cover type and nighttime lighting had a stronger impact on vegetation than natural factors like elevation, slope, and annual mean low temperature. The interaction between factors, particularly between anthropogenic and natural factors, exhibited a nonlinear enhancing pattern.

明确植被变化及其驱动因素可为生态恢复和社会可持续发展提供参考。我们基于谷歌地球引擎平台,利用2000-2020年的植被分指数数据,结合Theil-Sen中值趋势分析、Mann-Kendall检验和Hurst指数,分析了河南省及其流域分区(海河流域分区、黄河流域分区、淮河流域分区、长江流域分区)的植被分布及其变化趋势。我们还利用因子检测和因子交互作用,探讨了自然和人为因子在不同尺度上对植被的单独和相互影响。结果表明,在研究期间,河南省的植被分覆盖度(FVC)呈现出南高北低的分布格局,以中高植被覆盖度为主。长江流域分区的植被覆盖率最高。河南省的森林覆盖率及其分区呈现出波动上升的一致格局,所有地区都有显著改善。其中,长江流域分区的改善面积最大。根据赫斯特指数,除了淮河流域分区有可能继续改善外,其他分区未来都有可能由改善转为退化。河南省的植被变化及其分区是人为因素和自然因素共同作用的结果,这些因素的影响随时间的推移而变化,主导因素也因地区而异。与海拔、坡度和年平均低温等自然因素相比,土地利用/覆盖类型和夜间光照等人为因素对植被的影响更大。各种因素之间的相互作用,特别是人为因素与自然因素之间的相互作用,呈现出非线性增强模式。
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引用次数: 0
Niche and interspecific associations of dominant plant species in antimony mining ecological damaged site in Nandan, Guangxi, China. 中国广西南丹锑矿生态破坏区优势植物物种的生态位和种间关系
Q3 Environmental Science Pub Date : 2024-07-18 DOI: 10.13287/j.1001-9332.202407.007
Zhong-Yu DU, Xu-Mai Tan, Dong-Liu DI, Hao-Ran Li, Jiang Xiao, Xu Gai, Guang-Cai Chen

In order to provide a guide for plant selection of ecological restoration at antimony (Sb) mining ecological damaged sites, species composition, importance value, niche, and interspecific associations of tree, shrub, and herb layers were examined at Sb mining site in Nandan City, Guangxi, China. The results showed that 23 vascular plant species were recorded at the Sb mining ecological damaged site, belonging to 22 genera and 13 families, primarily Gramineae, Cyperaceae, Fabaceae, and Asteraceae. The highest importance values for trees, shrubs, and herbs were observed in Rhus chinensis (56.7%), Coriaria nepalensis (56.3%), and Eremochloa ciliaris (44.0%), which were characterized by fairly large niche widths of 1.58, 1.32 and 1.57, respectively. The highest niche overlap values were found between R. chinensis and Triadica sebifera in the tree layer, and between Thysanolaena latifolia and Bidens pilosa in the herb layer, with the value of 0.68 and 0.99, respectively. Shrub layer exhibited a lower range of niche overlap (0.30-0.42), suggesting significant niche differentiation among different species. In the tree and shrub layers, most species showed insignificantly negative associations, the proportion was 83.3% and 66.7%, respectively, indicating that the plant community was not stable. Herb layer generally exhibited significantly positive correlations, with 52.4% of species pairs showing positive correlation, indicating weak resource competition among species. Overall, plant community at Sb mining ecological damaged site was unstable. In the process of ecological restoration, trees and shrubs that can adapt to the conditions and have positive associations should be prioritized in species selection, such as R. chinensis, C. lanceolata, C. nepalensis, and B. nivea. This will promote vegetation positive succession, rehabilitate the ecosystem and ensure sustainable development at Sb mining ecological damaged sites.

为指导锑(Sb)矿生态破坏区生态恢复植物的选择,研究了广西南丹县锑矿生态破坏区乔木层、灌木层和草本层的物种组成、重要价值、生态位和种间关系。结果表明,Sb 采矿生态破坏区共记录到 23 种维管植物,隶属于 22 属 13 科,主要为禾本科、香蒲科、豆科和菊科。在乔木、灌木和草本植物中,重要性值最高的分别是五倍子树(56.7%)、尼泊尔堇菜(56.3%)和桔梗(44.0%),其生态位宽度相当大,分别为 1.58、1.32 和 1.57。在乔木层中,小叶榕与杉叶榕之间的生态位重叠值最高,在草本层中,小叶榕与杉叶榕之间的生态位重叠值最高,分别为 0.68 和 0.99。灌木层的生态位重叠范围较小(0.30-0.42),表明不同物种之间存在明显的生态位分化。在乔木层和灌木层中,大多数物种呈现不显著的负相关,比例分别为 83.3% 和 66.7%,表明植物群落并不稳定。草本层一般呈现明显的正相关,52.4%的物种对呈现正相关,表明物种间的资源竞争较弱。总体而言,Sb 采矿生态破坏区的植物群落不稳定。在生态恢复过程中,应优先选择能适应环境、具有正相关性的乔灌木,如中山杉、长春杉、尼泊尔杉、桢楠等,促进植被良性演替,恢复生态平衡。这将促进植被的良性演替,恢复生态系统,确保锑矿生态破坏区的可持续发展。
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引用次数: 0
Screening of identification algorithm for rodent-induced bare patches based on the drone imagery. 基于无人机图像的鼠害引起的裸露斑块识别算法筛选。
Q3 Environmental Science Pub Date : 2024-07-18 DOI: 10.13287/j.1001-9332.202407.020
Bin Cai, Rui Dong, Rui Hua, Ji-Ze Liu, Lei Wang, Yuan-Yuan Hao, Si-Wei Yang, Li-Min Hua

Rodent-infested bald spots are crucial indicators of rodent infestation in grasslands. Leveraging Unmanned Aerial Vehicle (UAV) remote sensing technology for discerning detrimental bald spots among plateau pikas has significant implications for assessing associated ecological hazards. Based on UAV-visible light imagery, we classified and recognized the characteristics of plateau pika habitats with five supervised classification algorithms, i.e., minimum distance classification (MinD), maximum likelihood classification (ML), support vector machine classification (SVM), Mahalanobis distance classification (MD), and neural network classification (NN) . The accuracy of the five methods was evaluated using a confusion matrix. Results showed that NN and SVM exhibited superior performance than other methods in identifying and classifying features indicative of plateau pika habitats. The mapping accuracy of NN for grassland and bald spots was 98.1% and 98.5%, respectively, with corresponding user accuracy was 98.8% and 97.7%. The overall model accuracy was 98.3%, with a Kappa coefficient of 0.97, reflecting minimal misclassification and omission errors. Through practical verification, NN exhibited good stability. In conclusion, the neural network method was suitable for identifying rodent-damaged bald spots within alpine meadows.

鼠害秃斑是草原鼠害的重要指标。利用无人飞行器(UAV)遥感技术识别高原鼠兔的有害秃斑对评估相关生态危害具有重要意义。基于无人机可见光图像,我们采用五种监督分类算法对高原鼠兔栖息地的特征进行了分类和识别,即最小距离分类法(MinD)、最大似然分类法(ML)、支持向量机分类法(SVM)、马哈拉诺比距离分类法(MD)和神经网络分类法(NN)。使用混淆矩阵评估了这五种方法的准确性。结果表明,在识别高原鼠兔栖息地特征并对其进行分类方面,神经网络和 SVM 的表现优于其他方法。NN 对草地和秃斑的绘图准确率分别为 98.1%和 98.5%,相应的用户准确率分别为 98.8%和 97.7%。模型的整体准确率为 98.3%,Kappa 系数为 0.97,反映了最小的误分类和遗漏误差。通过实际验证,神经网络表现出良好的稳定性。总之,神经网络方法适用于识别高山草甸中被啮齿动物破坏的秃斑。
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引用次数: 0
Effects of ground flowering plant traits on the diversity of wild bees in apple orchards during flowering. 开花期地面开花植物特征对苹果园野生蜜蜂多样性的影响
Q3 Environmental Science Pub Date : 2024-07-18 DOI: 10.13287/j.1001-9332.202407.032
Qi-Yu Zhang, Bao-Xiong Chen, Mei-Na Wang, Yun-Hui Liu

Pollination is one of the important ecosystem services related to sustainable development of human society. However, the population diversity and abundance of wild bees, important pollinators, have been significantly reduced by climate change, agricultural intensification, and landscape transformation. Re-establishment of pollinator habitat by planting nectar-producing plants is an important way to maintain pollination service. In this study, we investigated the status of wild bees and the traits of flowering plants in 22 apple orchards during flowering stage in Changping District, Beijing in 2019. We analyzed the response of wild bee diversity to the flowering plant richness, flower color richness, inflorescence type richness, flowering plant coverage, herbaceous layer coverage and different flower color coverage in apple orchards, aiming to provide guidance for the selection of nectar-producing plants to establish the habitat of wild bees. A total of 3517 wild bees were captured during the apple flowering season, representing 49 species, 13 genera, and 5 families. We identified 21 flowering plants species that shared a similar flo-wering period with apple, exhibiting a range of 5 colors and 9 inflorescence types. The Shannon diversity index, evenness index, and social bee richness of wild bee community were positively correlated with flowering plant richness. The total wild bee community richness, social bee richness, underground nesting bee richness were positively correlated with the richness of flowering plant color, but Halictidae bee abundance was negatively correlated with the richness of flowering plant color. The Shannon diversity index and evenness index of wild bee community were positively correlated with the richness of inflorescence types. Megachilidae bee richness was negative correlated with the white flower coverage. Megachilidae bee richness, social bee abundance, and ground nesting bee richness were positively correlated with the purple flower coverage. There was no significant correlation between wild bees and flowering plant richness, flower color richness, inflorescence type richness, flowering plant coverage, herbaceous layer coverage and different flower color coverage in other communities of different families, lifestyles and nesting types. Maintaining diverse ground flowering plants with various traits in orchards is important to improve the diversity of wild bees. In particular, increasing the coverage of purple flower during apple flowering period is helpful to promote the diversity of Megachilidae bee, social bees, and ground nesting bees.

授粉是与人类社会可持续发展相关的重要生态系统服务之一。然而,由于气候变化、农业集约化和景观改造,重要的授粉者野生蜜蜂的种群多样性和数量大幅减少。通过种植产蜜植物重建授粉者栖息地是维持授粉服务的重要途径。本研究调查了2019年北京市昌平区22个苹果园花期野生蜜蜂的状况和开花植物的性状。我们分析了野生蜜蜂多样性对苹果园开花植物丰富度、花色丰富度、花序类型丰富度、开花植物覆盖率、草本层覆盖率和不同花色覆盖率的响应,旨在为选择产蜜植物建立野生蜜蜂栖息地提供指导。在苹果开花季节共捕获了3517只野生蜜蜂,代表49种、13属和5科。我们确定了 21 种与苹果花期相似的开花植物,它们呈现出 5 种颜色和 9 种花序类型。野生蜂群落的香农多样性指数、均匀度指数和社会蜂丰富度与开花植物丰富度呈正相关。野生蜂群落总富集度、社会蜂富集度、地下巢蜂富集度与花色植物的富集度呈正相关,但Halictidae蜂的富集度与花色植物的富集度呈负相关。野生蜂群落的香农多样性指数和均匀度指数与花序类型的丰富度呈正相关。蜜蜂丰富度与白花覆盖率呈负相关。巨蜂科蜜蜂丰富度、社会蜂丰富度和地巢蜂丰富度与紫花覆盖率呈正相关。在其他不同科、生活方式和筑巢类型的群落中,野生蜜蜂与开花植物丰富度、花色丰富度、花序类型丰富度、开花植物覆盖率、草本层覆盖率和不同花色覆盖率之间没有明显的相关性。在果园中保持不同性状的多种地面开花植物对提高野生蜜蜂的多样性非常重要。特别是在苹果花期增加紫花的覆盖率,有助于促进巨蜂科蜜蜂、社会性蜜蜂和地面巢蜂的多样性。
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引用次数: 0
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应用生态学报
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