Assessing model of highway slope stability based on optimized SVM     

《China Geology》2020,3(2):339-344

Considering the geological hazards attributed to the highway slope, using a common simple model cannot accurately assess the stability of the slope. First, principal component analysis (PCA) was conducted to extract the principal components of six factors (namely, bulk density, cohesion, internal friction angle, slope angle, slope height, and pore water pressure ratio) affecting the slope stability. Second, four principal components were adopted as input variables of the support vector machine (SVM) model optimized by genetic algorithm (GA). The output variable was slope stability. Lastly, the assessing model of highway slope stability based on PCA-GA-SVM is established. The maximal absolute error of the model is 0.0921 and the maximal relative error is 9.21% by comparing the assessment value and the practical value of the test sample. The above studies are conducive to enrich the assessing model of highway slope stability and provide some reference for highway slope engineering treatment.  相似文献   

我国海洋动力灾害研究进展与展望   总被引：1，自引：0，他引：1  

侯一筠  尹宝树  管长龙  郭明克  刘桂梅  胡珀 《海洋与湖沼》2020,51(4):759-767

海洋动力灾害(包括灾害性海浪、风暴潮、海冰、海啸等)是对我国沿海地区造成破坏和损失最大的自然灾害之一。开展海洋动力灾害研究具有重要意义和迫切的国家需求。本文回顾我国建国以来在海洋动力灾害研究方向的主要进展,重点针对近年来我国在海洋动力灾害数值模拟预报以及灾害风险评估等方面的进展进行综述,并在此基础上提出未来的发展展望,希望给海洋防灾减灾科研工作者提供参考。  相似文献   

木本植被覆盖岸坡上波浪爬升过程的数值模拟研究   总被引：1，自引：1，他引：0  

徐海珏  胡萍  白玉川  杨波 《海洋学报》2020,42(3):10-24

近岸木本植物构成的生态缓冲带作为新型的海岸软防护结构，兼具功能性和生态友好性，在沿海工程建设中愈发受到关注，如何深入开展其防护效果的机理研究是目前亟待解决的问题。本文采用数值模拟方法，在N-S方程中分别考虑树枝和树干的拖曳力影响，提出了木本植被作用下波浪沿斜坡爬升的表面波衰减的连续介质等效模型，并采用MAC法来跟踪自由曲面上的水颗粒轨迹。本文以波浪沿1/30的斜坡爬升为算例，对比讨论了有无植被作用下波浪的传播过程，并将算例结果与以往试验结果规律进行对照，验证了数值模型的有效性。最后，分别讨论了植物枝干的高度、密度、树枝倾斜角度等植被特性和波浪因素对植被消浪效果的影响，得到植被消浪的基本规律。文中的计算结果也可为实际的护岸工程和生态景观设计提供参考。  相似文献   

威海荣成桑沟湾海域海草床分布现状及其生态特征   总被引：1，自引：0，他引：1  

李政  李文涛  杨晓龙  张彦浩  张沛东 《海洋科学》2020,44(10):52-59

海草床是生物圈最高产的生态系统之一，在氮捕获、碳封存、水质净化及维持生物多样性等方面发挥关键作用。2016年8月通过对威海荣成桑沟湾海域的现场调查，发现分布总面积约为471.72 ha的海草床，种类为鳗草（Zostera marina）、红纤维虾形草（Phyllospadix iwatensis）、日本鳗草（Zostera japonica）和丛生鳗草（Zostera caespitosa），分布面积分别为395.33 ha、37.28 ha、32.74 ha和6.37 ha。鳗草分布范围较广，平均茎枝密度817.0±27.6 shoots/m²，平均生物量646.6±41.8 g DW/m²；红纤维虾形草主要分布于桑沟湾北部养殖池和南部楮岛海域，平均茎枝密度2 649.0±29.8 shoots/m²，平均生物量2 381.3±27.3 g DW/m²；日本鳗草主要分布于桑沟湾西部八亩地海域，平均茎枝密度506.0±26.2 shoots/m²，平均生物量118.3±12.5 g DW/m²；丛生鳗草主要分布于桑沟湾南部楮岛海域，其平均密度为513.0±17.9 shoots/m²，平均生物量为479.1±28.1 g DW/m²。结合历史资料，发现桑沟湾海域海草床严重退化，分析了海草床的退化原因并提出了相应的建议和对策，以期为海草资源及滨海生境修复提供参考。  相似文献   

我国生物海岸修复现状及展望     

张小霞  陈新平  米硕  龚泽林  林鹏智 《海洋通报》2020,39(1):1-11

介绍了我国生物海岸的分布现状,总结出以柽柳为代表的灌木群落、以芦苇为代表的草本群落、以红树林为代表的常绿灌木与乔木群落以及珊瑚礁是我国海岸带四类典型生物群落。生物海岸的生态、旅游、渔牧和科研价值极高,但从20世纪50年代起,由于对生物海岸的价值认识不足,我国生物海岸被大量破坏,主要破坏原因可归纳为:1)土地功能转换式开发引起的红树林和草本岸线破坏;2)过度采挖及环境恶化引起的珊瑚礁破坏;3)土壤盐碱化引起的柽柳群落退化。从20世纪80年代至今,一系列海岸带保护与生态修复的举措陆续实施,减缓了我国海岸带生态加速破坏的态势,较好地保护和修复了我国生物海岸,其中最重要的举措包括:1)设立生物海岸湿地公园和自然保护区;2)建立健全生物海岸保护相关法律体系;3)开展典型生物海岸相关研究与修复技术探索;4)推进并实施"十三五"海洋规划中三大海洋重点工程。为了解我国海岸带生态修复的现状,于2017-2018年期间,分别在山东日照、潍坊,上海,广东汕头、汕尾以及徐闻进行了实地调研和测量,调研结果表明:在政策支持下,调研地区的生物海岸得到了很好的保护和修复,推进我国海岸带生态修复步入快速发展阶段。基于调研成果,指出我国在海岸带生态修复中应特别重视的一些问题。  相似文献   

人工海岸生态化改造及修复效果评价指标体系研究     

王文渊  徐长坤  孙家文 《海岸工程》2020,39(1):70-76

海岸作为海洋资源开发、沿海经济发展的重要支撑,大量人口、产业向海岸带区域聚集,高强度的人类活动导致海岸带环境日益恶化、自然岸线严重受损、海岸带资源锐减。海岸整治修复成为保护海岸带生态环境、恢复海岸带资源的重要技术手段。为评价人工海岸生态化改造及整治修复工作效果,基于国内外学者对海岸生态修复的研究成果,综合考虑生态指标、经济指标和功能指标三方面,筛选出50项产出性指标构建人工海岸生态化改造及修复效果评价指标体系,力求科学全面、客观合理地评价人工海岸整治修复效果,为人工海岸生态化改造及整治修复工作的检查、考核以及验收提供参考依据。  相似文献   

新时代澳门海洋生态环境保护策略研究          下载免费PDF全文

张晓浩  严金辉 《海洋开发与管理》2020,37(6):55-59

文章结合国家有关海洋生态文明建设的要求和澳门海域实际情况，分析海域对于澳门经济社会发展的重要意义，明确“十四五”时期海洋生态环境保护的应对策略，包括：强化海洋空间管控，构建绿色发展格局；开展岸线整治修复，实施生态恢复工程；维护滨海湿地功能，推动海湾综合治理；建设旅游基础设施，发展海洋旅游市场；实施污染联防联控，有效推动公众参与。同时，结合澳门实际情况，提出中长期海洋生态环境保护策略，助力澳门在新时代“粤港澳大湾区”和“一带一路”建设中发挥更大作用。  相似文献   

“一带一路”区域可持续发展生态环境遥感监测   总被引：2，自引：1，他引：1  

柳钦火  吴俊君  李丽  俞乐  李静  辛晓洲  贾立  仲波  牛铮  徐新良  孟庆岩  赵静  张海龙  胡光成  郑超磊 《遥感学报》2018,22(4):686-708

2013年9月和10月,习近平主席在出访中亚和东南亚国家期间,先后提出了共建"丝绸之路经济带"和"21世纪海上丝绸之路"(简称"一带一路")的重大倡议。要全面保护"一带一路"区域生态环境,实现2030年可持续发展目标,是一个具有挑战性的问题。遥感技术对生态环境监测与评价发挥着十分重要的作用。本研究利用多尺度、多源遥感数据,对2015年"一带一路"区域的生态环境状况进行监测和分析,旨在提供可持续发展目标生态环境遥感监测的本底。本文选取了几个重要的生态环境方面开展监测与分析,主要包括宏观生态系统结构和植被状况、太阳能资源分布、水资源平衡、主要生态环境限制因素对经济走廊建设的影响、主要城市生态环境质量等。监测区域覆盖亚洲、非洲、欧洲和大洋洲的陆上区域。研究结果为生态环境评价与保护提供了有效的决策依据,有助于"一带一路"建设积极推进。  相似文献   

Modelling tropical cyclone risks for present and future climate change scenarios using geospatial techniques     

Muhammad Al-Amin Hoque  Stuart Phinn  Chris Roelfsema  Iraphne Childs 《International Journal of Digital Earth》2018,11(3):246-263

Tropical cyclones and their devastating impacts are of great concern to coastal communities globally. An appropriate approach integrating climate change scenarios at local scales is essential for producing detailed risk models to support cyclone mitigation measures. This study developed a simple cyclone risk-modelling approach under present and future climate change scenarios using geospatial techniques at local scales, and tested using a case study in Sarankhola Upazila from coastal Bangladesh. Linear storm-surge models were developed up to 100-year return periods. A local sea level rise scenario of 0.34?m for the year 2050 was integrated with surge models to assess the climate change impact. The resultant storm-surge models were used in the risk-modelling procedures. The developed risk models successfully identified the spatial extent and levels of risk that match with actual extent and levels within an acceptable limit of deviation. The result showed that cyclone risk areas increased with the increase of return period. The study also revealed that climate change scenario intensified the cyclone risk area by 5–10% in every return period. The findings indicate this approach has the potential to model cyclone risk in other similar coastal environments for developing mitigation plans and strategies.  相似文献   

The Synergism between Methanogens and Methanotrophs and the Nature of their Contributions to the Seasonal Variation of Methane Fluxes in a Wetland: The Case of Dajiuhu Subalpine Peatland     

Luwen WANG  Jiwen GE  Liang FENG  Yaoyao LIU  Yu LI  Jiumei WANG  Xiang XIAO  Zhiqi ZHANG 《大气科学进展》2022,39(8):1375-1385

Wetland ecosystems are the most important natural methane (CH₄) sources, whose fluxes periodically fluctuate. Methanogens (methane producers) and methanotrophs (methane consumers) are considered key factors affecting CH₄ fluxes in wetlands. However, the symbiotic relationship between methanogens and methanotrophs remains unclear. To help close this research gap, we collected and analyzed samples from four soil depths in the Dajiuhu subalpine peatland in January, April, July, and October 2019 and acquired seasonal methane flux data from an eddy covariance (EC) system, and investigated relationships. A phylogenetic molecular ecological networks (pMENs) analysis was used to identify keystone species and the seasonal variations of the co-occurrence patterns of methanogenic and methanotrophic communities. The results indicate that the seasonal variations of the interactions between methanogenic and methanotrophic communities contributed to CH₄ emissions in wetlands. The keystone species discerned by the network analysis also showed their importance in mediating CH₄ fluxes. Methane (CH₄) emissions in wetlands were lowest in spring; during this period, the most complex interactions between microbes were observed, with intense competition among methanogens while methanotrophs demonstrated better cooperation. Reverse patterns manifested themselves in summer when the highest CH₄ flux was observed. Methanoregula formicica was negatively correlated with CH₄ fluxes and occupied the largest ecological niches in the spring network. In contrast, both Methanocella arvoryzae and Methylocystaceae demonstrated positive correlations with CH₄ fluxes and were better adapted to the microbial community in the summer. In addition, soil temperature and nitrogen were regarded as significant environmental factors to CH₄ fluxes. This study was successful in explaining the seasonal patterns and microbial driving mechanisms of CH₄ emissions in wetlands.  相似文献