基于距离相关系数和KNN回归模型的森林蓄积量估测研究

【目的】探究Landsat8 OLI数据和KNN算法在森林蓄积量估测中的潜力。【方法】以湖南省湘潭县为研究区,采用Landsat8 OLI数据和同时期的二类调查数据,通过距离相关系数筛选特征,分别采用线性回归模型(MLR)、K-近邻模型(KNN)、距离加权KNN模型(DW-KNN)和优化欧式KNN模型(FW-KNN)对森林蓄积量进行估测。使用十折交叉方法进行精度检验,对检验结果进行对比分析。【结果】3种KNN模型的估测结果均高于传统的线性模型,并且在3种KNN模型中,FW-KNN算法效果最好,决定系数达到0.69,为3种模型中最高;3种KNN模型中,本研究优化欧氏距离KNN模型的估测精度最高,其均方根误差为30.3%,相比于传统KNN模型的均方根误差降低了5.1%,相比于DW-KNN模型降低了3.3%。【结论】采用DW-KNN蓄积量估测结果明显优于其他两种模型,说明通过特征与蓄积量的相关性优化样本间的距离是一种可行的KNN优化方法。     

Variability in the performance of juvenile Chinook salmon is explained primarily by when and where they resided in estuarine habitats

Estuarine habitats provide rearing opportunities for the juvenile life stage of anadromous fishes. Because survival is positively correlated with juvenile performance, these estuarine habitats play an important role in population abundance and productivity. To provide information for the recovery of several depressed stocks of Chinook salmon in the Columbia River Basin, we sought to identify the factors that explain variability in performance. Using otolith‐derived estimates of juvenile somatic growth rate as an index of recent performance, we observed a negative nonlinear relationship between growth rate and day of year, and a decreasing and increasing trend of growth rate over the 8 years of this study and distance from the river mouth respectively. Using a generalised linear modelling approach, we found that variability in juvenile somatic growth rate was best explained by where and when individuals were collected, their body size, contaminant loads, stock of origin, and whether a fish was hatchery produced or unmarked. Lastly, we argue that a considerable improvement to the growth rate of juveniles in estuarine habitats is physiologically possible. The results of this 8‐year study provide a baseline of the performance of juvenile Chinook salmon to evaluate habitat restoration programs and to compare against future anthropogenic conditions.     

库存本阅览室与外借库的合并管理

我馆在2005年将中文图书库存本阅览室与中文图书外借库合并成中文书库,进行统一管理。本文结合工作实际,分析了书库合并前分开管理的弊端,阐述了二者合并的意义,提出了合并后的具体管理措施。     

苹果组培芽露地嫁接技术研究

提高苹果组培芽露地嫁接成活率的关键技术措施,主要有三个方面:培育壮芽,嫁接前对组培芽进行3至5天通风锻炼,增强其对外部环境条件的适应性;正确选择砧木及嫁接部位和方法,尽可能缩小砧穗间形态结构及木质化程度的差异,人为创造适宜的环境条件,搭棚遮荫避免阳光直射,适时灌水增加土壤及空气湿度,滴注激素促进接口愈合.本试验组培芽露地嫁接成活率达到93.3%,枝条最大月生长量为38厘米.     

黑杨无性系日CO2固定总量的测定及与苗木生产潜势的相关性研究

通过对不同基因型黑杨无性系植株净光合速率日变化曲线与光合主体叶面积在时间和光强上进行累计积分来计算植株日CO2固定总量P。由于净光合速率日变化曲线不易准确测得，故以光响应曲线和光强的日变化来推测净光合速率日变化。对P值和生物量的相关性研究表明，二者的相关性很高。且认为可以用计算出的P值作为评估苗木生产潜势的指标之一，这为育种中生产力的早期选择提供了有力的证据。     

转基因八棱海棠与苹果品种亲和性的微嫁接早期鉴定

用微嫁接法鉴定嫁接亲和性的结果表明,不同培养基和培养方法对嫁接成活率和生根率有较大影响,生根 愈伤同步的方法可以同时获得较高的嫁接成活率和生根率。转番茄铁载体蛋白基因八棱海棠(Malus micromalus)与 苹果(Malus pumila)品种富士,嘎拉以及新红星嫁接成活率分别为93.33％,92.86％,73.34％。嫁接后15 d左右,接穗 新叶开始生长;嫁接后2个月,嫁接苗移栽成活率分别为73.07％,73.91％和55％;移栽后3个月,3种嫁接苗的茎杆 粗度均匀,无大小脚现象。初步结果显示,转基因八棱海棠与富士、嘎拉均具良好的嫁接亲和性,而与新红星的嫁接 亲和性稍差。     

嫁接对茄子果实中蛋白质、VC、可溶性糖含量及分布的影响

以托鲁巴姆为砧木、西安绿茄为接穗进行嫁接,研究嫁接对茄子果实中蛋白质、VC、可溶性糖含量及分布的影响。结果表明,嫁接后除可溶性糖含量略低于对照外,蛋白质、VC及果实中的含水量均高于对照。嫁接苗果实中主要营养成分在果实各部位的分布规律基本不变,内果皮中各种养分的含量均高于外果皮,由果实顶部至蒂部各种养分的变化规律不尽相同。随着果实的膨大,嫁接苗果实中主要营养成分的变化规律与对照基本一致。瞪眼期果实中的蛋白质含量较高,进入商品成熟期后,果实中的养分含量基本不变,趋于稳定。     

不同砧木嫁接网纹甜瓜试验

为预防网纹甜瓜枯萎病等土传病害,以新土佐、灰甘瓜、全能铁甲南瓜,甬砧3号甜瓜为砧木,以当地主栽的拿玻里网纹甜瓜为接穗,进行嫁接试验。结果表明:拿玻里网纹甜瓜嫁接后,植株的抗病性有了显著提高,对枯萎病的防效高达100%,对白粉病的防效也有所提高,综合抗性增强。其中甬砧3号在4个参试砧木品种中,与接穗拿玻里网纹甜瓜的亲和性最好,抗病性提高明显,品质也较自根苗好。     

Observations of Phytophthora spp. in Water Recirculation Systems in Commercial Hardy Ornamental Nursery Stock

Samples of water and sediment were taken from drains, reservoirs and wells from four commercial hardy ornamental nurseries with water recirculation systems. The samples were taken on seven different dates throughout a single year from August 1994 to July 1995. The samples were screened for Phytophthora species using five different methods: direct plating, three bait tests (using lupin seedlings, apples and Rhododendron leaves) and a DAS-ELISA (double-antibody sandwich enzyme-linked immunosorbent-assay) with two antisera. In the nurseries with old water recirculation systems, Phytophthora species were detected in the drains and in the reservoirs. In the nursery with a new recirculation system, the pathogens were only present in the drains. None of the water samples from wells in any of the nurseries were contaminated. Phytophthora species were present in the water as well as in the sediment samples from drains and reservoirs. They were detected in the water recirculation systems irrespective of the season. The number of isolates increased about sevenfold between late summer and spring. At least 12 different Phytophthora species were identified: some isolates were previously unrecorded species. The epidemiology of the pathogens in outdoor water recirculation systems as well as the importance of the results for commercial nurseries is discussed.