基于支持向量机的喀斯特山区土壤环境质量评价——以贵州北部一茶叶园区为例   总被引：1，自引：0，他引：1  

尚梦佳  周忠发  王小宇  黄登红  张珊珊 《中国岩溶》2018,37(4):575-583

以贵州北部一茶叶园区80个表层土壤样品为研究对象,对其Hg、As、Cd、Pb、Cr和Cu含量进行测定,在MATLAB中应用支持向量机构建土壤环境质量评价模型,并与模糊综合评价法和内梅罗综合污染指数法的评价结果对比分析,探究支持向量机模型在喀斯特山区土壤环境质量评价中的适用性,其结果表明:研究区土壤质量Ⅰ类与Ⅱ类样品比例为33∶7,土壤环境质量大多数为I类;支持向量机方法的评价结果与模糊综合评价法和内梅罗综合污染指数法结果的相同率分别达到82.5%和80.0%,并分析结果有差异的样品,发现支持向量机评价结果更符合实际情况,这说明该模型适用于土壤环境质量的评价。   相似文献   

TM图像杨树林识别的MLC与LSU算法应用分析——以河北省文安县为例     

赵宇鸾  李秀彬  辛良杰  张英 《地球信息科学学报》2011,13(2):252-259

以Landsat5 TM1、TM2、TM3、TM4、TM5和TM7等图像数据,经预处理后进行植被指数提取和主成分分析,生成13个波段数据集;并用最优指数法(OIF)选取目视解译波段,运用最大似然法(MLC)和线性光谱分解法(LSU)对华北平原农区河北省文安县2007年5月的杨树林地面积信息作了应用分析.结果表明:(1)...  相似文献   

Managing fragile homestead trees to improve livelihoods of land‐poor farmers in the Northern Highlands of Ethiopia          下载免费PDF全文

Hailemariam Meaza  Biadglign Demssie 《Singapore journal of tropical geography》2015,36(1):57-66

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Biomass and water partitioning in two age-related Caragana korshinskii plantations in desert steppe, northern China     

RenTao Liu  Fan Zhu 《寒旱区科学》2015,7(3):238-244

Understanding of biomass and water allocation in plant populations will provide useful information on their growth pattern and resource allocation dynamics. By direct measurement, the biomass and water...  相似文献   

Forest land use change at Trans-Boundary Laos-China Biodiversity Conservation Area     

HEMMAVANH Chanhda  YE Yanmei  YOSHIDA A 《地理学报》2010,20(6):889-898

This paper analyzed forest land use change in Trans-Boundary Laos–China Biodiversity Conservation Area which is called Namha National Biodiversity Conservation Areas (Namha NBCAs), with 1992 and 2002 TM (ETM). Based on GIS and statistical methods, the intensity, state index of land use change and transfer matrix were used to study spatio- temporal land use change in the region. The results showed that the area of forest land decreased greatly, also the area of bamboo and grassland decreased. The other way round, the area of unstocked forest, slash and burn and rice paddy land increased. As a whole, the intensity of forest land change was higher, but others were lower. From the transfer matrix, most of the forest land changed into unstocked forest and urban area, some to slash and burn. The grassland and bamboo were mainly transferred to forest and unstocked forest. The unstocked forest land mostly came from forest land and grassland. It was showed there were three main causes of the land use change namely: opium poppy cultivation, rubber plantation and also ecotourism activities and finally some policies were developed in order to address the land use change in the study areas.  相似文献   

A comparison of stream water temperature regimes from open and afforested moorland,Yorkshire Dales,northern England     

L. E. Brown  L. Cooper  J. Holden  S. J. Ramchunder 《水文研究》2010,24(22):3206-3218

Despite the known importance of water temperature for river ecosystems, the thermal regime of streams and rivers can be heavily modified by afforestation. Although the nature of the heat budget affecting streams in forested catchments shows high variability in space and time, most of the studies of stream temperature response to afforestation have lacked replication among streams. This study examined the impacts of coniferous forest plantations on stream water temperature at six sites (three forested and three open moorland) in the Yorkshire Dales, northern England. Our aim was to test the hypothesis that afforestation would alter the thermal regime of streams, leading to reduced year‐round thermal variability, and cooler summer/warmer winter water temperatures, relative to streams flowing across open moorland. Data collected from April 2007 to March 2009 showed similar thermal dynamics among all six streams over the study period, although variability in forested streams was markedly lower as expected. Mean and maximum daily water temperatures were significantly higher in open moorland streams for much of the year but while some forested streams were warmer than individual moorland streams during winter months (November to February), there was considerable overlap in water temperature between moorland and forest streams. Most stream temperature records showed evidence of low/no winter flow and freezing. These results contrast with many previous studies that have reported warmer temperatures in forested versus open moorland streams during winter, a finding that most likely reflects site‐specific hydrological, geomorphological and climatological influences on water temperature in addition to afforestation. This study demonstrates the need for replication of hydrological monitoring when examining the effects of basin‐scale management practices and provides further evidence for changes in stream thermal regime following afforestation, a practice that is likely to increase in future due to growing demands for increased forest cover in the UK uplands. Copyright © 2010 John Wiley & Sons, Ltd.  相似文献   

Uncertainty analysis of CO_2 flux components in subtropical evergreen coniferous plantation     

LIU Min      HE HongLin  YU GuiRui  LUO YiQi  SUN XiaoMin & WANG HuiMin Institute of Geographic Sciences  Natural Resources Research  Chinese Academy of Sciences  Beijing  China  Gradute School of the Chinese Academy of Sciences  Beijing  School of Geography Science  Nanjing Normal University  Nanjing 《中国科学D辑(英文版)》2009,(2)

We present an uncertainty analysis of ecological process parameters and CO2 flux components (Reco, NEE and gross ecosystem exchange (GEE)) derived from 3 years’ continuous eddy covariance meas-urements of CO2 fluxes at subtropical evergreen coniferous plantation, Qianyanzhou of ChinaFlux. Daily-differencing approach was used to analyze the random error of CO2 fluxes measurements and bootstrapping method was used to quantify the uncertainties of three CO2 flux components. In addition, we evaluated different ...  相似文献   

地缘经济背景下的老挝橡胶林地扩张监测及其影响研究综述   总被引：1，自引：1，他引：0  

李鹏  封志明 《地理科学进展》2016,35(3):286-294

20世纪90年代以来,在全球橡胶市场和地缘经济合作机制的影响下,作为中南半岛唯一的内陆国家,老挝正在经历以橡胶林扩展种植为主导的土地覆被/土地利用变化(LCLUC)。橡胶扩展种植不仅对全球最大的橡胶消费国——中国进口天然橡胶至关重要,其引起的LCLUC也对老挝国内农户社会经济和生态环境造成了深刻影响。本文首先总结了老挝橡胶林种植模式、扩展机制和发展潜力,其次回顾了老挝橡胶扩展种植相关研究进展及橡胶林遥感方法研究进展。综述表明：老挝境内橡胶林种植模式、适宜性空间评价、遥感监测、社会经济与生态环境影响评估研究,总体上仍处于起步阶段。迄今,有关老挝全国层面的橡胶林种植和扩展地理分布及时空变化信息仍非常缺乏,同时橡胶林种植与快速扩展对农户生计和自然环境(水土流失、水源涵养和生物多样性等)影响尚缺乏系统研究,这也是未来需要优先关注的研究方向。本文有助于更好地理解老挝橡胶林扩展特征及其社会与环境影响,既可为指导老挝橡胶种植业有序良性发展提供科技支撑,也可为中国海南与云南等省橡胶发展提供借鉴。  相似文献   

极端干旱沙漠中无沙埋干扰时几种固沙植物栽植试验研究   总被引：6，自引：3，他引：3  

何兴东  赵爱国  段争虎  张小由  高玉葆 《中国沙漠》2003,23(3):246-251

沙埋干扰是沙漠地区乡土植物生存繁殖的必要条件。在塔克拉玛干沙漠腹地,无沙埋干扰地段大多是高矿化度地下水埋深较浅的地段,这些地段盐渍化较重。7a定点观测和试验表明,塔里木沙漠公路沿线丘间地栽植固沙植物逐渐死亡的主要因素不是沙层水分和沙层盐分,而是高矿化度地下水埋深太浅(0.8～1．0m),即这类地段植物死亡的原因主要是由于植物长期吸收高矿化度地下水使得体内盐分积聚过多无法调节而造成的。因此,在干旱区高矿化度地下水埋深太浅的地段,无沙埋干扰时建立固沙植被应谨慎。  相似文献   

岷江上游毛榛、辽东栎灌丛及3种人工幼林土壤种子库的比较   总被引：7，自引：0，他引：7  

刘文胜  曹敏  唐勇 《山地学报》2003,21(2):162-168

本文采用野外调查与萌发实验相结合的方法对岷江上游地区自然恢复的灌丛以及 3种人工林的土壤种子库状况进行了比较研究。结果显示 ,各样地土壤种子库的储量为 192 5 0～ 3 13 60粒 /(m2 × 10cm)之间 ,人工林的土壤种子库储量和物种数量都大于自然恢复的灌丛 ,其顺序为连香树Cercidiphyllum japonicum、油松Pinustabulaeformis混交林 >连香树林 >油松林 >毛榛Corylusmandshurica、辽东栎Quercusliaotungensis灌丛 ,各样地土壤种子库密度的垂直分布均为上层 >中层 >下层。在各样地土壤种子库的生活型组成中 ,乔木种类所占比例极少 ,而草本种类的数量较多。在灌丛的土壤种子库中 ,灌木的物种数量及其在种子库中所占的比例均大于人工林。大序醉鱼草Buddlejamacrostachya、喜阴悬钩子Rubusmesogaeus、华西绣线菊Spiraealaeta在种子库中的大量存在明显提高了灌木在各样地土壤种子库中所占的比例  相似文献