运用机载LiDAR数据对橡胶林地上生物量估测的采样尺度效应分析     

罗洪斌  舒清态  庞勇  王强  王冬玲 《林业资源管理》2020,(1):136-142

气候变化下,森林生物量遥感监测是当前研究的热点,机载LiDAR作为重要的遥感信息源,其采样大小对生物量估测精度有着一定的影响。以机载LiDAR数据为信息源,以44块30m×30m的方形橡胶林实测样地数据为基础,对机载激光雷达数据进行不同尺寸采样(共21个采样尺寸,边长从10m至30m,间隔为1m),提取不同采样尺寸下的激光雷达参数,并与橡胶林地上生物量建立PLSR模型,就机载激光雷达采样大小对橡胶林地上生物量估测精度的影响进行研究。研究表明:当采样尺寸小于18m时,估测精度随着采样尺寸的增大而增大;而当采样尺寸大于18m时,估测精度随着采样尺寸的增大而减小,进而趋于平缓。结果虽然呈现出一定的规律性,但是差异并不是很明显。当采样尺寸为18m时估测效果最佳,模型决定系数(R^2)为0.718,均方根误差(RMSE)为17.830 t/hm^2;交叉验证精度P和RMSEcv分别为82.741%和18.874t/hm^2。相较于实际样地(30m)尺寸下的估测结果,18m采样尺寸下的R^2提高了1.989%,RMSEcv降低了2.611%。因此,生物量的估测精度受机载激光雷达数据采样尺寸大小的影响,在生物量估测过程中需结合研究对象和研究区的实际情况对采样尺寸进行选择,从而提高生物量估测精度。  相似文献   

欧洲赤松—云杉混交林分生长的研究     

波列柯夫Α.Η  蒋伊尹 《东北林业大学学报》1989,(5)

1966年在苏联弗拉基米尔州设立了“自然纪念林”固定标准地。该林分为Ⅰ_a地位级的单层混交天然林。组成为8松2云,林分年龄150年(松树),每公顷蓄积为927.1 m~3,其中用材占93.3％,木材剩余物占6.4％,薪材占0.3％。用材中98％可造锯材,2％造矿柱。经过15年,林分组成和地位级仍与期初相同。欧洲赤松平均树高增长1.3m;但云杉变化很小。欧洲赤松和云杉平均直径分别增长0.8和1.6 cm。林分内林木虽有枯死,但“自然纪念林”林分仍具有很高生产力,是俄罗斯珍贵的森林。  相似文献   

Evaluation of sampling methods and assessment of the sample size to estimate the weed seedbank in soil, taking into account spatial variability   总被引：1，自引：0，他引：1  

L Ambrosio  L Iglesias†  C Marín  & J P Del Monte‡ 《Weed Research》2004,44(3):224-236

As field sampling is time consuming, it is necessary to develop efficient sampling techniques to obtain accurate estimates of the weed seedbank in soil. The relative efficiency between sampling schemes depends on the spatial variability in weed seed density across agricultural fields. Spatial variability of the weed seed density was characterized by theoretical correlograms. A systematic sampling (square grill) scheme was considered and it was found that, taking into account spatial variability, this sampling scheme was more efficient than simple random sampling. As a result, the sample size can be reduced in comparison with that given in previous studies, where spatial correlation was ignored. The reduction depends on the correlation structure defined as a function of the ratio, τ, between the nugget effect and the sill of the variogram. The maximum reduction of the sample size, without loss of either precision or confidence level corresponds to the case where there is no nugget effect, τ = 0. The opposite extreme case, where the reduction is nil, corresponds to the case of a pure nugget effect τ = 1. The abaci based on given expressions are provided to determine the sample size in species whose spatial pattern can be fitted either to a Poisson or to a negative binomial distribution.  相似文献   

Random point sampling to detect gain and loss in tree canopy cover in response to urban densification     

《Urban Forestry & Urban Greening》2017

Urban tree canopy cover (UTC) is a simple, and common, measure of urban forest resource. Urban infill development is likely to lead to losses in UTC under private tenure, at a time when local governments are setting ambitious targets to increase UTC overall. Simple, statistically rigorous methods are required to benchmark and track change in UTC, whilst identifying which land-use types or tenures experience change.We estimated UTC in six Melbourne suburbs in 2010 and 2015 by randomly sampling 2000 points across public land, public streetscapes and private land. We were able to detect a net change in UTC of <2% over five years to a 95% level of confidence. A significant net decrease in UTC (−2.4%) was only detected in one of the six suburbs. Two suburbs had a net increase in UTC by +2.7% over five years. On private land, there was often areas of UTC loss, but this was generally offset by canopy gain in other areas of the private realm as well as in streetscapes and public land. Losses in UTC on private land were mainly due to tree removal, with or without subsequent construction works.This study describes a simple, but statistically rigorous, method to quantify UTC change and the drivers of change in different land-use types and tenure. Despite studying two suburbs will high rates of infill development, only one suburb showed evidence of net UTC decrease. The ‘dynamic equilibrium’ in UTC, whereby canopy losses area approximately offset by concurrent canopy gain, means that ambitious targets being set by local governments to increase UTC may be difficult to achieve without changes in tree protection and infill development policy and planning.  相似文献   

基于熵算法的股票指数高频数据复杂度测算与评价     

温博慧  袁铭  侯笠 《湖南农业大学学报(自然科学版)》2015,(1):19-25

在日内高频环境下检验基于兼容法的柯尔莫哥洛夫熵、样本熵和模糊熵等复杂度测算方法对我国沪深300股票指数的测算效率，并运用筛选后的有效算法分阶段研究和比较了序列复杂度的变化过程与变化幅度.结果表明，模糊熵算法是一种更适用于我国沪深300股票指数的有效复杂度测算方法，其对相似容忍度的敏感性更低，测度值连续性更好.随时间推移，我国沪深300股票指数复杂度整体呈上升趋势,而相较于发达市场甚至周边新兴市场其复杂度偏低.  相似文献   

农机检测实验室样品管理研究     

王玉华 《农业机械化与电气化》2013,(10):91-92

样品管理是实验室工作中的重要环节，规范化、制度化的样品管理工作可保障实验室管理体系的有效运行。阐述实验室样品管理的总体要求与原则，从样品接收、标识、确认、流转、贮存、处理等环节人手，介绍样品全过程跟踪管理方法，为做好实验室样品管理工作提供参考。  相似文献   

我国和欧盟兽药质量监督抽检工作机制对比研究     

张秀英  吴好庭  张骊  李美花  李宁  李琰  娜琳  王小慈  张存帅 《中国兽药杂志》2021,55(1):64-69

为更好地完善我国兽药质量监督抽检计划,通过对欧盟药品抽检管理工作机制的研究,本文分析了欧盟和我国兽药监督抽检管理方式的不同,从抽检责任部门、抽检目的、抽检计划内容、抽检计划制定流程、抽检品种的遴选和检测参数的确定等6方面进行了对比分析,探讨我国兽药质量监督抽检工作的管理中可以借鉴的方面。  相似文献   

INVESTIGATION OF SOLID SAMPLE INTRODUCING DIRECTLY BY GRAPHITE INNER MINI-CUP     

Wang Hoyue Chen Jida 《保鲜与加工》1988,(5)

  相似文献   

水科学中应用数理统计方法应注意   总被引：1，自引：0，他引：1  

张子贤 《中国农村水利水电》2005,(12):13-15

对回归方程误差的影响因素进行了分析，导出了回归方程的均方误差与其影响因素之间的关系式。分析表明，复相关系数(或相关系数)一定时，倚变量的变差系数越大，回归方程的均方误差就越大；回归分析时，应对回归方程的误差进行分析。对于样本均值估计总体均值，给出了基于误差限制的样本容量的计算式。研究表明，应考虑样本变差系数对估计精度的影响。  相似文献   

光谱技术结合水分校正与样本增广的棉田土壤盐分精准反演     

李佳怿  张翼腾  周宝闯  翁海勇  周蓓蓓  叶大鹏  瞿芳芳 《农业工程学报》2024,40(1):179-189

棉田土壤盐分的精准反演对于棉花的种植管理具有重要意义。水分和盐分作为主要环境因素,共同影响棉田土壤的波谱特征,两者之间的耦合关系直接影响土壤盐分的检测分析。为了提高基于光谱技术构建的模型对棉田土壤盐分信息解析的准确性与可靠性,该研究联用可见/短波近红外（400～1 000 nm）和长波近红外（960～1 693 nm）技术,采集不同含水率与含盐量的新疆地区土壤样本的光谱;结合外部参数正交法（external parameter orthogonalization,EPO）,校正不同标样集与不同波段光谱中的土壤含水率干扰信息;引入基于不同卷积步幅的深度卷积对抗网络（deep convolutional generative adversarial networks,DCGAN）,进行样本增广与质量评估;参考三层残差神经网络设计一维卷积神经网络RNet,最终构建基于EPO-DCGAN-RNet的优化模型,用于棉田土壤盐分的反演。结果表明,与传统机器学习方法和基于VGG或EfficientNet结构一维卷积神经网络相比,该研究提出的EPO-DCGAN-RNet方法能够有效地滤除水分对盐分反演的影响、提高模型对特征波段的挖掘能力、降低深度学习算法对样本量的依赖性,并能得到更优的模型预测性能。EPO-DCGAN-RNet的建模集R²和均方根误差分别为0.942、115.420 μS/cm,验证集R²和均方根误差分别为0.910和136.472 μS/cm。研究结果可为新疆棉田土壤盐分快速精准检测提供理论指导和技术支持,有助于促进盐碱地区棉花种植的水肥科学管理。  相似文献