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.     

不同栽培密度对秋大棚黄瓜生育期及产量的影响

试验以黄瓜为材料,采用随机区组设计,研究了不同栽培密度对秋大棚黄瓜生育期及产量的影响。结果表明,当栽培密度为4000株/667m2时,产量和产值都达到最高。     

Study on Cultural Technologies and Salt-resistance of Nitraria sibirica in Coastal Areas with Serious Salt-affected Soil

In this research, five Nitraria sibirica provenances such as Dayilu were selected to do experiment of salt-resistance, combining fixed plots test with typical plot investigation, measuring survival rate and growth as main indicators. The experiments of main cultural technology were done on Nitraria sibirica in 4 types of site preparation, 3 types of planting, 3 designs for planting density. The Nitraria sibirica experiments for the effects of curbing salt and improving soil were done by testing soil nutrients, salt content, soil physical properties as focal points in typical site of 3-4 years woods. The experiment results showed that the Nitraria sibirica could survive well with soil salt content of 0.6%, and that survival rate declined distinctively as soil salt content exceeded 0.8%. However, high soil salt content did not influence growth in the year of planting. There were obvious differences in salt-tolerance among Nitraria sibirica provenances; Dayilu was the best on salt-tolerance, the other 4 pro     

大豆30 cm平作窄行密植应用技术研究

通过10年的试验数据阐述了大豆30cm平作窄行密植（以下简称“大豆30cm平窄密”）增产增效是非常显著的。还阐述了该项技术的增产机理和技术关键。并且还对该项技术目前存在的问题进行了认真的讨论。     

澳洲坚果引种试种研究初报

澳洲坚果无性系从１９７９年开始引入中国，并在南亚热带作物研究所（南亚所）试种，现已在南亚热带地区七省扩大试种达２００ｈｍ＾２，各地生长均良好，已有少量结果。南亚所植区澳洲坚果１３龄树平均单株年产已达６ｋｇ（壳果），抗寒性良好，在－４℃时仍未受害，病虫害不严重（曾发生过花序枯萎病、速衰病、茎干溃疡病），但风害严重。澳洲坚果的适生温度在１０℃－３０℃，以最冷月（１）平均气温≤１０℃，年降雨量在１０００     

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。     

奎屯地区气象要素对玉米播种及苗期的影响

奎屯地区农七师位于天山北麓,准噶尔盆地的西南缘,总面积5986km2,其中作物种植面积120万亩,随着农七师产业结构的调整,2003年实施了“万头澳牛引进工程”,养牛业的发展使农七师畜牧业对玉米的需求量增加,尤其是澳牛养殖业对青贮玉米需求量更大,因此,研究分析气象要素对玉米播种及苗期的影响是重要工作之一。     

宿根花卉的特点及其在园林中的配置

根据宿根花卉种类繁多、色彩丰富、生长稳定、抗逆性强的特点,其在园林中的配置,宜于建花坛、花境,也可群植,与背景树相结合,还可作地被植物代替草坪,也可建单类花卉园.     

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.