期刊文献+
共找到9篇文章
< 1 >
每页显示 20 50 100
基于机器学习算法的九寨沟自然保护区植被生态水储量定量反演研究
1
作者 周湘山 杨武年 +3 位作者 罗可 张宇航 文艳 唐晓鹿 《水电站设计》 2023年第4期82-85,共4页
运用不同数据源(Sentinel-2B影像和Landsat8 OLI影像)和回归方法(XGBoost模型、MARS模型和随机森林模型)的能力,以改善九寨沟自然保护区的植被生态水储量定量反演。建立并采集了54个样地数据,以获得参考区域的实测植被生态水含量,并通... 运用不同数据源(Sentinel-2B影像和Landsat8 OLI影像)和回归方法(XGBoost模型、MARS模型和随机森林模型)的能力,以改善九寨沟自然保护区的植被生态水储量定量反演。建立并采集了54个样地数据,以获得参考区域的实测植被生态水含量,并通过相关性分析计算出60个指标用作构建植被生态水储量模型的预测因子。结果表明,纹理指数在植被生态水反演中具有较高的相关性,属于重要变量指标。在XGBoost模型中,结合Landsat8 OLI和Sentinel-12B影像作为预测变量反演的相关性最高,R2为0.57,RMSE为48,提供了最好的生态水储量估计。 展开更多
关键词 机器算法 植被生态水 定量反演
下载PDF
基于植被冠层含水量反演数据的森林易燃程度评价 被引量:3
2
作者 陈宗杰 杨武年 +3 位作者 张琬琳 刘明鑫 董秀军 何先定 《测绘通报》 CSCD 北大核心 2023年第4期99-105,共7页
近年来凉山彝族自治州森林火灾频发,且蔓延迅速,扑救难度大。本文选择传统遥感手段,利用遥感卫星和无人机相关数据,以木里藏族自治县森林火灾为背景,明确了可燃物识别及其易燃性的意义;选择地形、地表温度、植被含水情况等因子对目标区... 近年来凉山彝族自治州森林火灾频发,且蔓延迅速,扑救难度大。本文选择传统遥感手段,利用遥感卫星和无人机相关数据,以木里藏族自治县森林火灾为背景,明确了可燃物识别及其易燃性的意义;选择地形、地表温度、植被含水情况等因子对目标区域进行评价,并引入生态水(层)概念,将植被生态水作为一种重要的参数因子;分析研究区的自然环境特点,研究森林植被可燃物易燃程度的重要性及其空间分布,并构建一种适用于森林植被茂密地区的可燃物易燃程度评价体系,为降低研究区森林火灾风险提供防控依据。 展开更多
关键词 森林火灾 植被生态水 无人机遥感 植被易燃程度
下载PDF
植被生态用水结构及绿水资源消耗效用--以黄河三门峡地区为例 被引量:13
3
作者 王玉娟 杨胜天 +3 位作者 刘昌明 戴东 郑东海 曾红娟 《地理研究》 CSCD 北大核心 2009年第1期74-84,共11页
以黄河三门峡地区为研究对象,构建适用于流域尺度植被生态用水估算的生态水文模型,对三门峡地区20世纪50年代以来植被生态用水量进行了定量模拟,得到研究区植被生态用水时空结构差异。在此基础上,对三门峡地区不同植被类型绿水资源消耗... 以黄河三门峡地区为研究对象,构建适用于流域尺度植被生态用水估算的生态水文模型,对三门峡地区20世纪50年代以来植被生态用水量进行了定量模拟,得到研究区植被生态用水时空结构差异。在此基础上,对三门峡地区不同植被类型绿水资源消耗效用进行了分析,提出该区域植被结构调整方案。结果表明:三门峡地区植被生态用水量自20世纪50年代以来,由于气候和土地利用状况的变化,总体呈现出降低-稳定-上升的趋势;生态用水空间结构主要表现在不同植被类型下生态用水量差异上:林地最大,其次为农作物、灌丛,草地最小;林地高效消耗比例最大,其次为草地和灌丛,农用地最小。基于不同植被类型绿水资源消耗效用分析,提出三门峡地区植被结构调整方案。在一定水资源消耗量状况下,减少无效和低效消耗量,增加高效消耗量,是缓解该地区生产、生活、生态用水矛盾,提高总体生态效益的重要途径。 展开更多
关键词 植被生态 绿资源消耗效用 黄河三门峡
原文传递
黄河流域植被生态用水过程动态模拟 被引量:5
4
作者 王玉娟 王树东 +3 位作者 杨胜天 曾红娟 蔡明勇 宋文龙 《自然资源学报》 CSSCI CSCD 北大核心 2014年第3期431-440,共10页
以黄河流域为例,通过集成RS/GIS技术,利用生态水文评估工具中模块化生态水文综合管理系统(EcoHAT)对研究区植被生态用水过程进行定量模拟,模拟出该流域20世纪50年代以来像元尺度上植被生态用水量,得到研究区植被生态用水时空结构差异。... 以黄河流域为例,通过集成RS/GIS技术,利用生态水文评估工具中模块化生态水文综合管理系统(EcoHAT)对研究区植被生态用水过程进行定量模拟,模拟出该流域20世纪50年代以来像元尺度上植被生态用水量,得到研究区植被生态用水时空结构差异。结果表明:在年际变化上,20世纪60年代和80年代偏多,而70年代和90年代偏少,2000年生长季植被生态用水量为263.5 mm;年内变化整体与降水变化趋势相一致,最大值集中在6—8月;从植被类型看,最小是草地,其次为灌丛,最大为林地;从水资源分区上看,最小的是兰河干流区间,伊洛河流域最大。其中,兰河干流区间、河龙干流区间、内流区、湟水流域、龙兰干流区间、龙羊峡以上及洮河流域普遍小于400 mm,汾河流域、黄河下游、泾河流域、北洛河流域、沁河流域、渭河流域、龙三干流区间、三花干流区间及伊洛河流域普遍大于400 mm。 展开更多
关键词 植被生态 EcoHAT 黄河流域
原文传递
Effect of Vegetation Changes on Soil Erosion on the Loess Plateau 被引量:94
5
作者 ZHENG Fen-Li 《Pedosphere》 SCIE CAS CSCD 2006年第4期420-427,共8页
Vegetation is one of the key factors affecting soil erosion on the Loess Plateau. The effects of vegetation destruction and vegetation restoration on soil erosion were quantified using data from long-term field runoff... Vegetation is one of the key factors affecting soil erosion on the Loess Plateau. The effects of vegetation destruction and vegetation restoration on soil erosion were quantified using data from long-term field runoff plots established on the eastern slope of the Ziwuling secondary forest region, China and a field survey. The results showed that before the secondary vegetation restoration period (before about 1866-1872), soil erosion in the Ziwuling region of the Loess Plateau was similar to the current erosion conditions in neighboring regions, where the soil erosion rate now is 8000 to 10000 t km-2 year-1. After the secondary vegetation restoration, soil erosion was very low; influences of rainfall and slope gradient on soil erosion were small; the vegetation effect on soil erosion was predominant; shallow gully and gully erosion ceased; and sediment deposition occurred in shallow gully and gully channels. In modern times when human activities destroyed secondary forests, soil erosion increased markedly, and erosion rates in the deforested lands reached 10000 to 24000 t km-2 year-1, which was 797 to 1682 times greater than those in the forested land prior to deforestation. Rainfall intensity and landform greatly affected the soil erosion process after deforestation. These results showed that accelerated erosion caused by vegetation destruction played a key role in soil degradation and eco-environmental deterioration in deforested regions. 展开更多
关键词 DEFORESTATION Loess Plateau natural vegetation restoration soil erosion
下载PDF
Relationship between Water and Vegetation in the Ejina Delta 被引量:1
6
作者 YU Jingjie WANG Ping 《Bulletin of the Chinese Academy of Sciences》 2012年第1期68-75,共8页
Water is the foundation of an arid ecological system, as the quantity and quality of surface water and groundwater determine its structure and function. The study on the relationship between water and ecosystem is the... Water is the foundation of an arid ecological system, as the quantity and quality of surface water and groundwater determine its structure and function. The study on the relationship between water and ecosystem is the basis of ecosystem protection. Taking the Ejina delta, an extremely arid area located downstream of the Heihe River in northwestern China, as an example, this article gives an overviewe of the study in three aspects: (1) the groundwater table and salinity dynamics and their driving factors, (2) the groundwater depth and salt threshold of natural vegetation ecosystem, and (3) the impact evaluation of ecological flow control on Ejina natural vegetation. The authors point out the importance of the research into the relation between water and ecosystem and its key difficulties and weakness, and put forward strategies for promoting the study processes. 展开更多
关键词 Chinese inland river extremely arid region envrionmental flow control natural vegetation groundwater environment
下载PDF
Effects of Plant Functional Types,Climate and Soil Nitrogen on Leaf Nitrogen along the North-South Transect of Eastern China 被引量:5
7
作者 展小云 于贵瑞 何念鹏 《Journal of Resources and Ecology》 CSCD 2013年第2期125-131,共7页
We conducted a systematic census of leaf N for 102 plant species at 112 research sites along the North-South Transect of Eastern China (NSTEC) following the same protocol, to explore how plant functional types (PFT... We conducted a systematic census of leaf N for 102 plant species at 112 research sites along the North-South Transect of Eastern China (NSTEC) following the same protocol, to explore how plant functional types (PFTs) and environmental factors affect the spatial pattern of leaf N. The results showed that mean leaf N was 17.7 mg g^-1 for all plant species. The highest and lowest leaf N were found in deciduous-broadleaf and evergreen-conifer species, respectively, and the ranking of leaf N from high to low was: deciduous 〉 evergreen species, broadleaf 〉 coniferous species, shrubs ≈ trees 〉 grasses. For all data pooled, leaf N showed a convex quadratic response to mean annual temperature (MAT), and a negative linear relationship with mean annual precipitation (MAP), but a positive linear relationship with soil nitrogen concentration (Nsoil). These patterns were similar when PFTs were examined individually. Importantly, PFTs, climate and Nsoil, jointly explained 46.1% of the spatial variation in leaf N, of which the independent explanatory powers of PFTs, climate and Nsoil, were 15.6%, 2.3% and 4.7%, respectively. Our findings suggest that leaf N is regulated by climate and Nsoil, mainly via plant species composition. The wide scale empirical relationships developed here are useful for understanding and modeling of the effects of PFTs and environmental factors on leaf N. 展开更多
关键词 forest ecosystem plant functional type temperature PRECIPITATION soil nitrogen
原文传递
Spatio-temporal Variation of Vegetation Ecological Quality and Its Response to Climate Change in Rocky Desertification Areas in Southwest China during 2000–2020 被引量:2
8
作者 XU Lingling QIAN Shuan +1 位作者 ZHAO Xiulan YAN Hao 《Journal of Resources and Ecology》 CSCD 2022年第1期27-33,共7页
Vegetation restoration is the primary task of ecological reconstruction and rocky desertification control in Karst areas. With vegetation net primary productivity and coverage as two key indicators, a vegetation ecolo... Vegetation restoration is the primary task of ecological reconstruction and rocky desertification control in Karst areas. With vegetation net primary productivity and coverage as two key indicators, a vegetation ecological quality evaluation model was built based on meteorological and remote sensing data. Spatiotemporal variation of vegetation ecological quality index and its response to climate change in rocky desertification areas in Southwest China during 2000-2020 were also analyzed by using the difference method and linear trend method. The results showed that:(1) Vegetation ecological quality in rocky desertification areas in Southwest China showed a fluctuating upward trend during 2000-2020. In 2020, the vegetation ecological quality index reached 69.7, which was 19.9% and 9.3% higher than the averaged values for 2000 and 2000-2019, respectively, ranking the fourth highest since 2000.(2) Vegetation ecological quality of the rocky desertification areas in Yunnan, Guangxi and Guizhou provinces have been improved by 89.2%, 99.2% and 98.5%, respectively, from 2000 to 2020, with their vegetation ecological quality index values increasing by 0.5-0.75 per year in southeast Yunnan, most areas in Guizhou and northwest Guangxi.(3) Precipitation was an important meteorological factor affecting the vegetation ecological quality in rocky desertification areas. The vegetation ecological quality index in the northwest and central Yunnan rocky desertification areas has been rising slowly, but with localized declines at a yearly rate of nearly 0.25 caused by climatic warming and drying. 展开更多
关键词 rocky desertification area vegetation ecological quality PRECIPITATION
原文传递
The Ecological Water Demand of Different Vegetation Types in the Bashang Area,Northwest Hebei Province 被引量:3
9
作者 XU Zhongqi ZHANG Naixuan +3 位作者 WANG Ran YANG Xin SUN Shoujia YAN Tengfei 《Journal of Resources and Ecology》 CSCD 2022年第1期113-119,共7页
In order to construct stable vegetation for reducing wind and sand disasters and soil erosion in the Bashang Area of Northwest Hebei Province in China,it is very important to understand the ecological water demand of ... In order to construct stable vegetation for reducing wind and sand disasters and soil erosion in the Bashang Area of Northwest Hebei Province in China,it is very important to understand the ecological water demand of different vegetation types in this area.Based on observed data and the Irmak-Allen formula,we investigated the ecological water demand and ecological water shortage of arbor,shrub and grassland in Bashang Area of northwestern Hebei province.The results showed that the actual evapotranspiration values of the three vegetation types in the growing seasons in the study area from high to low were arbor forest(401.81 mm),shrub(358.78 mm)and grassland(346.02 mm).The minimum ecological water requirements of arbor forest,shrub and grassland in the growing season were 243.96 mm,218.35 mm and 211.36 mm,respectively,and the optimal ecological water requirements were 472.99 mm,423.34 mm and 409.77 mm,respectively.In addition,the optimal ecological water shortage values were 198.56 mm for arbor forest,148.91 mm for shrub and 135.34 mm for grassland.The ecological water shortage of vegetation has obvious seasonality,with the largest water shortage in May and June,and a lower and steady water surplus in July to October.Therefore,an artificial water supplementation in May and June would alleviate the drought stress of the vegetation.The rainfall in Bashang Area of Northwest Hebei Province can meet the requirements of minimum ecological water demand for arbor forest,but the gap between the rainfall and the optimal ecological water requirement is too large to support good growth of an arbor forest,which could explain why the degradation of poplar protective forests has occurred in Bashang Area. 展开更多
关键词 Bashang Area Northwest Hebei VEGETATION actual evapotranspiration ecological water demand
原文传递
上一页 1 下一页 到第
使用帮助 返回顶部