张家口市河流筑坝与硬化的生态系统健康影响研究

研究筑坝与硬化对河流生态系统健康的影响,为人工改造河流的生态修复和管理优化提供科学依据。以张家口市清水河—洋河干流5个不同程度筑坝与硬化的河段为研究对象,构建了包括河道结构、河床底质、水文特征、水质参数和水生生物5类指标的河流生态系统健康指数(RHI),评估了筑坝与硬化对河流健康的影响。结果表明,河道轻微疏浚或具拦砂坝河段的生态系统健康等级为好(RHI 30~40),具溢流堰河岸硬化河段为中等健康(RHI 20~30),筑坝和河床河岸全硬化的河段生态系统健康等级为差(RHI 10~20)。筑坝与硬化改变河流物理结构,进而影响河床底质组分和水文特征,其与RHI的变化显著相关(P<0.05),是损害河流生态系统健康的主要原因;此外,总磷、有机质污染及较低的水生生物多样性对河流的健康均有不利影响,仅在夏季植物大量生长和污染物质被稀释时,RHI有所提高。为了改善河流生态系统的健康状况,需要恢复自然的河岸和缓冲带,改善河流水动力,并加强外源污染控制。     

河湖水生态系统服务价值核算研究及应用展望

科学有效地界定河湖水生态系统服务价值评估体系与评估指标,可以促进河湖水生态的可持续发展、合理制定水资源价格、为河湖水生态系统服务价值评估提供参考,同时也为河湖水资源纳入国民经济核算体系提供借鉴,为绿色经济核算提供有力的依据。从河湖水生态系统服务功能、评估体系和评估方法等方面总结了国内外研究进展,分析了现有河湖水生态系统服务体系和评估方法的优缺点。对河湖水生态系统服务评估体系进行了优化,优化后的评估体系包括供给服务、调节服务、文化服务和支持服务4大类以及水资源供给、水质净化、科研教育和固碳能力等19项指标,优化了水资源供给、提供水产品、水质净化、防洪减灾、休闲娱乐、生物多样性保护等6个指标的评估方法。对河湖水生态系统服务价值核算在生态文明建设考核、生态产品价值实现机制、自然资源资产审计以及新时期河湖长制考核实施方面的应用进行了展望。下一步要制订GEP核算技术标准,建设市场化、多元化的生态产品交易体系,将水资源开发、利用及保护情况、水资源管理生态环境效益等指标纳入审计范围,建立以水生态系统为整体、以维护河湖生态系统健康为总目标、以定量评判和可操作性为抓手的新的河湖长制考核体系。     

基于迁移学习和金字塔卷积网络的河蟹个体图像识别方法研究

针对目前河蟹追溯成本高、消费者无法细粒度地追溯单体河蟹信息等问题,提出一种基于迁移学习和金字塔卷积的河蟹背甲图像个体识别算法。该算法使用金字塔卷积层替换普通残差卷积块构建网络模型,可以从蟹背图像中提取多尺度、深层次的特征信息。结果显示:采用金字塔卷积结构的Resnet34和Resnet50的准确率分别为98.38%、98.51%,与使用普通卷积层的模型相比,准确率提升5.49%、1.3%,而当模型深度达到101层时,模型性能不再明显提升。与使用金字塔卷积结构的全新学习模型相比,迁移学习方法的训练收敛迭代轮次从20轮降低至5轮,此时模型准确率为98.88%,较全新学习的准确率提升0.37%,同时弥补了样本量较少的问题。该研究为河蟹个体识别追溯提供了理论依据和技术支持。     

Mesohabitat associations of the threatened San Marcos salamander (Eurycea nana) across its geographic range

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