西藏尼洋河水生生物群落时空动态及与环境因子关系:4.浮游动物

于2008-2009年按照季节调查西藏地区尼洋河浮游动物群落的组成、丰度和多样性,并运用多元统计方法定量分析浮游动物的空间和季节变化特征及其与主要环境因子之间的关系.结果显示,尼洋河浮游动物包括原生动物、轮虫、枝角类和桡足类,其中原生动物9目13科14属,轮虫1目7科17属,枝角类仅1目1科1属,桡足类2目2科2属.原生动物以砂壳虫和瞬目虫属为主,轮虫则以橘轮虫属和单趾轮虫属为主.尼洋河浮游动物的物种丰富度和生物量随尼洋河海拔高度不断提升呈现递减的趋势,夏季浮游动物生物量、物种丰富度、总丰度较低,其中夏季浮游动物物种丰富度最低,而浮游动物生物量和总丰度则仅高于冬季.受到水体稳定性的影响,尼洋河浮游动物Shannon-Wiener多样性指数和均匀度指数在交汇处较低;季节方面,夏季最低,冬季次之.尼洋河原生动物和轮虫总丰度在季节方面存在相似的演替规律,即出现2次高峰和2次低谷,2次高峰分别出现在春季和秋季,2次低谷分别出现在夏季和冬季.尼洋河浮游动物沿程变化方面,浮游动物群落4个指标不存在显著差异.尼洋河浮游动物季节变化方面,仅总丰度秋季和冬季之间存在显著差异,其他3个指标在各个季节之间均不存在显著差异.典范对应分析表明,原生动物类群里,砂壳虫属丰度受水体溶解氧浓度的影响较大,前管虫、袋座虫、肾形虫、瞬目虫和斜口虫属丰度受水体矿化度的影响较大,鳞壳虫属丰度则主要与水体中氨氮浓度关联较大;轮虫类群里,单趾轮虫、无柄轮虫、枝胃轮虫、囊足轮虫属丰度与水体的矿化度关联较大,龟甲轮虫属丰度则与总磷浓度有着较大的关联.分类回归树模型预测了尼洋河浮游动物时空分布与主要环境因子之间的定量关系,结果表明尼洋河浮游动物总丰度受到硬度、季节、海拔以及河道底质等因素的影响,Shannon-Wiener多样性指数受到总碱度、季节、硬度和水温的影响,均匀度指数受到总碱度、总磷浓度和水温的影响.这些关键环境因子对尼洋河水域浮游动物的时空变化有着重要的指示作用,建议加强对浮游动物及这些环境因子的关注,推动尼洋河水域生态环境的可持续发展.     

城市不透水面覆盖度与地面温度遥感估算与分析

全球气候变暖和城市化的快速发展,导致了城市不透水面急剧增加和热岛效应日趋严重.本文综合利用多源遥感数据进行城市不透水面覆盖度(ISP)和地面温度(LST)的估算,实验结果较好地反映了城市ISP和LST的空间分布和变化状况;同时对二者之间的相关关系进行了简要分析,发现ISP与地面温度之间具有正相关关系,为通过绿化建设改善...     

基于CART算法的夏季高温预测模型构建与应用

以夏季高温有效积温的多年平均值作为判断夏季高温炎热程度的标准,借助CART算法探究东亚夏季风指数,夏季印缅槽,夏季北大西洋涛动(NAO),赤道太平洋海温等多项气候因子与高温的关系,得到高温预测规则集,建立高温的预测模型。研究中选取1955—2012年福建漳州夏季的日最高气温等站点气温资料,通过计算58 a的夏季高温有效积温数值来判定夏季的炎热程度。将同一时期的多项气候因子数据作为输入变量输入,算法会随机选出其中46 a的数据得到10条分类规则集,建立的预测模型准确率达到91. 49%。用剩下的12 a数据进行检验,准确率达到91. 67%。研究结果较好地验证了高温预测模型的可行性和有效性,为灾害性天气模型的研究提供了新思路。     

Examining the distribution and dynamics of impervious surface in different function zones in Beijing

Impervious surface (IS) is often recognized as the indicator of urban environmental changes. Numerous research efforts have been devoted to studying its spatio-temporal dynamics and ecological effects, especially for the IS in Beijing metropolitan region. However, most previous studies primarily considered the Beijing metropolitan region as a whole without considering the differences and heterogeneity among the function zones. In this study, the subpixel impervious surface results in Beijing within a time series (1991, 2001, 2005, 2011 and 2015) were extracted by means of the classification and regression tree (CART) model combined with change detection models. Then based on the method of standard deviation ellipse, Lorenz curve, contribution index (CI) and landscape metrics, the spatio-temporal dynamics and variations of IS (1991, 2001, 2011 and 2015) in different function zones and districts were analyzed. It is found that the total area of impervious surface in Beijing increased dramatically during the study period, increasing about 144.18%. The deflection angle of major axis of standard deviation ellipse decreased from 47.15° to 38.82°, indicating the major development axis in Beijing gradually moved from northeast-southwest to north-south. Moreover, the heterogeneity of impervious surface’s distribution among 16 districts weakened gradually, but the CI values and landscape metrics in four function zones differed greatly. The urban function extended zone (UFEZ), the main source of the growth of IS in Beijing, had the highest CI values. Its lowest CI value was 1.79 that is still much higher than the highest CI value in other function zones. The core function zone (CFZ), the traditional aggregation zone of impervious surface, had the highest contagion index (CONTAG) values, but it contributed less than UFEZ due to its small area. The CI value of the new urban developed zone (NUDZ) increased rapidly, and it increased from negative to positive and multiplied, becoming an important contributor to the rise of urban impervious surface. However, the ecological conservation zone (ECZ) had a constant negative contribution all the time, and its CI value decreased gradually. Moreover, the landscape metrics and centroids of impervious surface in different density classes differed greatly. The high-density impervious surface had a more compact configuration and a greater impact on the eco-environment.     

Use of CART analysis to differentiate pollen of red pine (Pinus resinosa) and jack pine (P. banksiana) in New England

The identification of fossil pollen at the generic rather than species level is hampering progress in understanding the biogeography and dynamics of paleo-vegetation. We used CART analysis to facilitate the differentiation of fossil pollen of Pinus banksiana and Pinusresinosa, which are morphologically similar and nearly always combined in paleoecological studies. The CART model, using four of the ten morphological traits measured, exhibited a high level of correct identification for pollen of each of the species and shows promise as a tool for increasing the detail of paleoecological records and inferences.     

兼容多源数据的森林湿地信息提取和比较分析

针对以光谱特征差异为依据,提取森林湿地信息精度低的问题,该文采用兼容多源数据的分类回归树(CART)提取方法,并以大沾河国家森林湿地进行实证研究。基于Landsat8遥感数据、Radarsat-2极化雷达数据和地形辅助数据,采用SPM软件分别构建3种特征变量组合的CART决策树模型,并获取分类规则,最后根据规则对研究区的森林湿地信息进行提取。结果表明:3种特征变量组合中,兼容光谱、纹理、雷达与地形辅助数据的CART决策树的森林湿地信息提取精度最高,用户精度和制图精度分别达到了88.46%和82.14%。研究结果体现了雷达数据与地形辅助数据有助于提取森林湿地信息。     

基于CART方法计算的黄河淡水水龄在渤海的分布变化特征

通过计算黄河淡水在渤海内部的水龄变化,能够进一步了解由黄河口排出的溶解性污染物在渤海中的输运时间和分布规律。利用ROMS(Regional Ocean Modeling System)数值模型,加入了基于CART(the constituent-oriented age and residence time theory)方法计算水龄的模块,用于计算黄河淡水水龄在渤海的分布以及长期变化规律。模式较好地再现了渤海物理场以及黄河淡水水龄在渤海中的分布。模拟结果显示水龄在空间分布上差异很大,莱州湾平均水龄为700天,而辽东湾则高达1760天。渤海中部与辽东湾水龄时空分布表现出季节变化,冬季辽东湾水龄西低东高,高龄水自辽东湾东侧入侵渤海中部;夏季辽东湾水龄西高东低,渤海中部低龄水占优。黄河淡水水龄在年际时间尺度上存在明显差异,1998—2003年黄河淡水水龄较高且存在上升趋势,而2003—2007年则迅速下降,此变化主要由黄河入海径流量的改变导致;径流量增大会使淡水水龄降低,反之则会使水龄升高。黄河径流量对黄河淡水水龄的影响主要是通过改变目标区域黄河淡水浓度和低龄淡水质点在水团中所占的比例来实现的。     

北京城区不透水地表盖度变化及对地表温度的影响

基于QuickBird高分辨率影像、LandsatTM影像及夜间灯光数据,设计了集成CART（Classification and Regression Tree,）算法和多源遥感数据估算亚像元级不透水地表盖度的技术方案,采取适用于典型温带半干旱地区的ISP（Impervious Surface Percentage ）提取方法,提取2001年和2011年北京城区不透水地表盖度,并将不透水地表盖度分为3类,ISP为10%~60%的区域为低密度区,60%~80%的区域为中密度区,大于80%的区域为高密度区。同时采用单窗算法反演2001年和2011年地表温度,对2001-2011年北京六环以内城区不同环路区域ISP发展趋势,以及其与地表温度的相关性进行分析。结果表明：（1）北京城区的不透水地表盖度变化主要集中在低密度区域,与之相比,中密度区域和高密度区域不透水地表盖度变化不大。2001-2011年来北京五环以内区域由于城建区较多,整体不透水地表变化并不明显,主要变化区域集中在五环至六环以内区域,其中低密度区增长明显,中密度区和高密度区主要增长集中在东部,可以看出,近年来五环至六环以内区域发展迅速,城建区范围不断扩大。（2）相较于2001年,2011年北京市中心地表温度明显上升,高温区聚集程度更为明显。其中四环以内地表温度与周边区域地表温度相比,温差明显增大。（3）通过对比2001年和2011年各密度区平均地表温度发现,相较于2001年,2011年北京市六环以内城区各密度区之间的地表温度差异更大,城市热岛效应更为明显。（4）2001年和2011年北京城区各环路区域内不透水地表盖度与地表温度均呈正相关。四环至六环区域,地表温度随不透水地表盖度变化的趋势相近。ISP在10%~20%的区域,地表温度随不透水地表盖度增高而上升的速率明显高于其他区域,ISP大于20%的区域地表温度上升速率下降,且趋于一致。     

Influence of landscape and hydrological factors on stream–air temperature relationships at regional scale

Identifying the main controlling factors of the stream temperature (Tw) variability is important to target streams sensitive to climate and other drivers of change. The thermal sensitivity (TS), based on relationship between air temperature (Ta) and Tw, of a given stream can be used for quantifying the streams sensitivity to future climate change. This study aims to compare TS for a wide range of temperate streams located within a large French catchment (110,000 km²) using 4 years of hourly data (2008–2012) and to cluster stations sharing similar thermal variabilities and thereby identify environmental key drivers that modify TS at the regional scale. Two successive classifications were carried out: (a) first based on Ta–Tw relationship metrics including TS and (b) second to establish a link between a selection of environmental variables and clusters of stations. Based on weekly Ta–Tw relationships, the first classification identified four thermal regimes with differing annual Tw in terms of magnitude and amplitudes in comparison with Ta. The second classification, based on classification and regression tree method, succeeded to link each thermal regime to different environmental controlling factors. Streams influenced by both groundwater inflows and shading are the most moderated with the lowest TS and an annual amplitude of Tw around half of the annual amplitude of Ta. Inversely, stations located on large streams with a high distance from source and not (or slightly) influenced by groundwater inflows nor shading showed the highest TS, and so, they are very climate sensitive. These findings have implications for guiding river basin managers and other stakeholders in implementing thermal moderation measures in the context of a warming climate and global change.     

Extraction and analysis of abandoned farmland: A case study of Qingyun and Wudi counties in Shandong Province

Journal of Geographical Sciences - Rapid urbanization and continuous loss of rural labor force has resulted in abandonment of large areas of farmland in some regions of China. Remote sensing...