结合图像增强和恢复的增强现实跟踪注册

增强现实中的跟踪注册技术一直是研究的重点和难点,而地下矿道和巷道内亮度低,产生的图像较昏暗,车载相机快速运动和抖动,对传统的基于特征匹配的跟踪注册提出了挑战。本文从提高增强现实中跟踪注册稳健性和精度出发,采用基于Retinex改进的方法增强昏暗图像的亮度,同时利用基于对抗神经网络的方法恢复运动模糊图像。首先提取图像ORB特征,实现初始化;然后根据跟踪特征点的数量,开启图像增强和图像恢复线程,提高特征点提取质量和数量。在数据集和真实模拟场景下的试验结果显示,跟踪精度提高了12%左右,在低亮度和含有轻微模糊的情况下,跟踪注册稳健性也有显著提高。     

基于地理国情数据的长江岸线保护和开发利用情况分析

本文基于地理国情数据,从农业垦殖、开发建设、生态修复情况三个方面出发,对长江岸线1 km范围内的保护和开发利用情况进行空间统计分析。通过分析可知:(1)2015~2018年,长江岸线农业垦殖和开发建设力度有所增强;(2)2015~2018年,长江岸线生态修复取得一定的进展,但仍需持续推进。     

顾及水陆差异的高分五号影像条带去除

高分五号搭载的可见光短波红外高光谱相机,能获取精细的地物光谱信息,具有十分广泛的应用前景。但高光谱卫星遥感数据往往无法避免条带噪声的干扰,进行条带去除是数据预处理中不可缺少的步骤。传统方法往往对地物的异质性与丰富的细节纹理考虑不足,导致条带不能被彻底地消除。为此,本文提出了一种顾及水陆差异的影像条带去除方法,采用水体与陆地区别统计的策略,解决条带噪声在异质区域的统计特征差异问题,并结合优化统计和一维变分滤波技术实现水陆区域参考统计特征的精确估计,最终基于矩匹配方法分别实现条带去除。实验结果表明:无论是真实实验还是模拟实验,本文提出的算法相较于传统条带去除算法,能更加稳健地去除数据条带噪声,还原地表真实辐射信息;在模拟实验中,本文算法处理结果的峰值信噪比(PSNR)达到46.58,且平均绝对误差(MAE)仅有11.56,均明显优于用于比较的3种传统算法,且算法执行效率也具备优势,能够更好地适用于高分五号大数据量的处理需求。     

我国生物海岸修复现状及展望

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。     

人工海岸生态化改造及修复效果评价指标体系研究

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。     

厦门下潭尾红树林修复区景观类型与鸟类群落动态

2018年10月—2019年9月调查厦门下潭尾红树林修复区鸟类群落变化,利用遥感图像解译红树林修复区景观格局,为修复区后续景观格局优化与鸟类保护提供技术支持。结果显示:修复区鸟类共有26科62种,鹭类(8种2047只)与鸻鹬类(16种786只)种类及数量较多。春季鸟类种数及数量最多,其中3月鸟类种数最多25种,5月数量最多828只。下潭尾修复区景观格局在低潮位与高潮位存在周期性变化,不同景观鸟类种类及数量有较大差异;鸻鹬类在低潮位时的种类较多但数量较少,高潮位时仅分布于高潮裸露湿地和建设用地。建议修复区增加鸻鹬类高潮停息的滩涂湿地及游禽类生活需要的生态塘区,进一步提高水鸟多样性。     

Spatio-temporal variability of small fishes related with environmental factors in a typical domestic tap water lake,Eastern China

The knowledge of prey small ?sh stock, distribution and abundance is necessary to guide stocking of piscivorous ?sh for the biomanipulation in domestic tap water lakes. This study describes the current status of small ?sh community in Kuilei Lake(China), and examines the spatial and seasonal variations of the community in relation to key environmental factors. Based on submerged macrophyte cover and water depth, the lake was divided into ?ve major habitats:(1) macrophyte covered shallow habitat of water depth< 2.00 m,(2) uncovered or less-covered shallow habitat(2.00 m–3.50 m),(3) uncovered medium shallow habitat(3.50 m–5.00 m),(4) uncovered medium deep habitat(5.00 m–6.50 m) and(5) uncovered deep habitat(6.50 m–8.50 m). The abundance and composition of small ?sh were monitored by benthic fykenet sampling from April 2013 to January 2014. A total of 2881 individuals belonging to 5 families and 21 species were collected. Based on their abundance(accounted for 88.96% of the total) and occurrence(more than 33.33%), Acheilognathus chankaensis, Acheilognathus macropterus, Microphysogobio microstomus,Pseudorasbora parva and Rhinogobius giurinus were recognized as dominant small ?sh species. The results of correlation analysis identi?ed that species richness( Sr), Shannon-Wiener diversity index( H′)and Margalef′s richness index( D) were signi?cantly negatively correlated with water depth, but positively correlated with biomass of submerged macrophytes.Redundancy analysis(RDA) revealed that the spatial distributions of most small ?shes were negatively associated with water depth. The details of these ?ndings are bene?cial to understanding the adaptation of the small ?shes in degraded environments, and to developing suitable biomanipulation strategies for the management of ?sh resources and water quality in the lakes along the lower reach of the Changjiang(Yangtze) River basin.     

震区植被恢复初期土壤理化性质与土壤呼吸间的关系

为了解地震灾区不同恢复方式下土壤理化性质和土壤呼吸间的关系,选取2种典型气候区(干旱河谷气候区与亚热带季风气候区)为研究区,设置人工恢复、未受损、自然恢复3种恢复方式的固定样地,定期测定土壤呼吸与土壤理化性质(有机碳、全氮、全磷、速效氮、有效磷、容重、孔隙度、电导率和pH值),并分析各因子间的相关关系。结果表明:气候类型显著影响土壤全氮、容重、孔隙度、电导率以及土壤呼吸,表现为干旱河谷气候区显著优于亚热带季风气候区;恢复方式显著影响土壤呼吸速率、有机碳、全氮、全磷、速效氮、有效磷含量、C:P、N:P、容重、孔隙度和电导率,基本表现为未受损样地优于人工恢复样地优于自然恢复样地;二者交互作用显著影响土壤呼吸、土壤物理性质和除全磷、有效磷外主要土壤养分的流失。两种气候区土壤呼吸的影响因子不同,干旱河谷气候区主要为土壤有机质、全氮、全磷、速效氮、pH值、容重和孔隙度,亚热带季风气候区主要为土壤有机质、全氮、速效氮、容重和孔隙度。本研究为评价和优化西南地区灾后恢复治理措施提供一定科学依据,对其生态安全维护和生态屏障建设提供帮助。     

Ecosystem health assessment of Honghu Lake Wetland of China using artificial neural network approach

Honghu Lake, located in the southeast of Hubei Province, China, has suffered a severe disturbance during the past few decades. To restore the ecosystem, the Honghu Lake Wetland Protection and Restoration Demonstration Project (HLWPRDP) has been implemented since 2004. A back propagation (BP) artificial neural network (ANN) approach was applied to evaluatinig the ecosystem health of the Honghu Lake wetland. And the effectiveness of the HLWPRDP was also assessed by comparing the ecosystem health before and after the project. Particularly, 12 ecosystem health indices were used as evaluation parameters to establish a set of three-layer BP ANNs. The output is one layer of ecosystem health index. After training and testing the BP ANNs, an optimal model of BP ANNs was selected to assess the ecosystem health of the Honghu Lake wetland. The result indicates that four stages can be identified based on the change of the ecosystem health from 1990 to 2008 and the ecosystem health index ranges from morbidity before the implementation of HLWPRDP (in 2002) to middle health after the implementation of the HLWPRDP (in 2005). It demonstrates that the HLWPRDP is effective and the BP ANN could be used as a tool for the assessment of ecosystem health.     

Spatiotemporal aspects of silica buffering in restored tidal marshes

Losses of pelagic diatom production resulting from silica limitation have not only been blamed for toxic algal blooms, but for the reduction in ability of coastal food webs to support higher trophic levels. Recent research has shown the importance of advective seepage water fluxes of dissolved silica (DSi) from freshwater marshes to pelagic waters during moments of riverine Si-limitation. In this study, we investigated the potential impact of recently installed new tidal areas along the Schelde estuary, located in former polder areas and characterized by so-called controlled reduced tidal regimes (CRT). Nine mass-balance studies were conducted in a newly constructed CRT in the freshwater Schelde estuary. During complete tidal cycles both DSi and amorphous silica (ASi) concentrations were monitored at the entrance culverts and in different habitats in the marsh. A swift DSi-delivery capacity was observed despite the shifted spatiotemporal frame of exchange processes compared to reference marshes. As silica-accumulating vegetation is not yet present, and difference with reference marshes’ deliveries is surprisingly small, we indicate diatomaceous debris and phytoliths to be the main silica source. Although further research is necessary on the driving forces of the different processes involved, restoration of former agricultural areas under CRT-regime provide the potential to buffer silica in the estuary.