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MODIS影像的NDVI和LSWI植被水分含量估算 被引量:27
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作者 张友水 谢元礼 《地理科学》 CSCD 北大核心 2008年第1期72-76,共5页
植被含水量估算在作物灌溉和森林火灾预警中具有重要指导意义。采用8天合成MODIS地表反射率数据,针对植被水分含量与陆表水指数,植被覆盖与归一化植被指数的关系及不同植被类型和地表水分含量状况在NDVI-LSWI二维空间中的分布规律,在NDV... 植被含水量估算在作物灌溉和森林火灾预警中具有重要指导意义。采用8天合成MODIS地表反射率数据,针对植被水分含量与陆表水指数,植被覆盖与归一化植被指数的关系及不同植被类型和地表水分含量状况在NDVI-LSWI二维空间中的分布规律,在NDVI-LSWI梯形特征空间中确定最大和最小含水量边界线的基础上采用植被干燥指数直接估算植被水分亏缺程度。该方法不仅简便,而且可以避开植被指数温度梯形图中陆地表面温度和气温差值的测量。 展开更多
关键词 MODIS 植被水分含量 等价水深 陆表水指数 植被干燥指数
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高光谱反演植被水分含量研究综述 被引量:12
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作者 林毅 李倩 +5 位作者 王宏博 冯锐 赵梓淇 李岚 肇同斌 张玉书 《中国农学通报》 2015年第3期167-172,共6页
高光谱反演技术凭借快速、有效和不破坏植被的优势,已成为评估植被水分含量的重要方法。本研究概述了利用高光谱数据反演植被水分含量的研究进展。重点介绍了反演植被水分含量模型所用高光谱参数、指数的选择与变换方法,以及建立植被水... 高光谱反演技术凭借快速、有效和不破坏植被的优势,已成为评估植被水分含量的重要方法。本研究概述了利用高光谱数据反演植被水分含量的研究进展。重点介绍了反演植被水分含量模型所用高光谱参数、指数的选择与变换方法,以及建立植被水分含量模型的几种常用方法,并分析了各种方法的适用条件。最后针对目前的研究进行了展望。 展开更多
关键词 高光谱 植被水分含量 植被指数 经验模型
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基于多光谱遥感影像的森林病虫害监测研究
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作者 孙伟韬 《桉树科技》 2023年第4期39-46,共8页
通过森林病虫害监测研究能够更好地管理和保护森林资源,减少病害和虫害对生态系统的影响,同时提高森林可持续发展的能力。常规的森林病虫害监测主要通过识别影像尺度特征得出监测结果,忽略了植被水分含量对影像的影响,导致监测结果误差... 通过森林病虫害监测研究能够更好地管理和保护森林资源,减少病害和虫害对生态系统的影响,同时提高森林可持续发展的能力。常规的森林病虫害监测主要通过识别影像尺度特征得出监测结果,忽略了植被水分含量对影像的影响,导致监测结果误差较大。因此,提出基于多光谱遥感影像的森林病虫害监测方法。分步提取森林多光谱遥感影像的核心光谱,计算多光谱遥感影像的光谱响应,进而得出病虫害特征向量,识别出森林病虫害特征。根据森林植被水分含量层级归类生成森林病虫害监测结果。结果表明,所提方法应用后得出的监测结果误差较小,平均仅为0.010125,森林病虫害监测效果较好。利用该方法可以及早发现病虫害的蔓延趋势和程度,以防止病虫害的进一步传播和对森林造成更大的破坏,满足了森林保护的现实需求。 展开更多
关键词 森林病虫害 病虫害监测 多光谱遥感影像 光谱响应 植被水分含量
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Soil Organic Matter Fractions under Different Vegetation Types in Permafrost Regions along the Qinghai-Tibet Highway, North of Kunlun Mountains, China 被引量:10
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作者 SHANG Wen ZHAO Lin +4 位作者 WU Xiao-dong LI Yu-qiang YUE Guang-yang ZHAO Yong-hua QIAO Yong-ping 《Journal of Mountain Science》 SCIE CSCD 2015年第4期1010-1024,共15页
As a key attribute of soil quality, soil organic matter(SOM) and its different fractions play an important role in regulating soil nutrient cycling and soil properties.This study evaluated the soil carbon(C) and nitro... As a key attribute of soil quality, soil organic matter(SOM) and its different fractions play an important role in regulating soil nutrient cycling and soil properties.This study evaluated the soil carbon(C) and nitrogen(N) concentrations in different SOM fractions(light– and heavy fractions,microbial biomass) under different vegetation types and analyzed their influencing factors in continuous permafrost regions along the Qinghai-Tibet Highway in the North of Kunlun Mountains, China.Soil samples were collected in pits under four vegetation types — Alpine swamp meadow(ASM), Alpine meadow(AM), Alpine steppe(AS) and Alpine desert(AD) — at the depth of 0-50 cm.The vegetation coverage was the highest at ASM and AM, followed byAS and AD.The results indicated that the concentrations of light fraction carbon(LFC) and nitrogen(LFN), and microbial biomass carbon(MBC)and nitrogen(MBN) decreased as follows: ASM > AM >AS > AD, with the relatively stronger decrease of LFC,whereas the heavy fraction carbon(HFC) and nitrogen(HFN) concentrations were lower in AS soils than in the AD soils.The relatively higher proportions of LFC/SOC and MBC/SOC in the 0-10 cm depth under the ASM soils are mainly resulted from its higher substrate input and soil moisture content.Correlation analysis demonstrated that aboveground biomass, soil moisture content, soil organic carbon(SOC) and total nitrogen(TN) positively correlated to LFC, LFN, HFC, HFN, MBC and MBN, while p H negatively correlated to LFC, LFN, HFC, HFN, MBC and MBN.There was no relationship between active layer thickness and SOM fractions, except for the LFC.Results suggested that vegetation cover, soil moisture content, and SOC and TN concentrations were significantly correlated with the amount and availability of SOM fractions, while permafrost had less impact on SOM fractions in permafrost regions of the central Qinghai–Tibet Plateau. 展开更多
关键词 Soil organic matter Light fraction Heavy fraction Microbial biomass Vegetation types Tibetan permafrost soil
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The Relationship Between Vegetation Characteristics and Altitudes in Transitional Permafrost Zone in Xidatan, Qinghai-Tibetan Plateau
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作者 Zhiwei WANG Bentian MO +3 位作者 Leilei DING Puchang WANG Qian WANG Ruixia LU 《Agricultural Science & Technology》 CAS 2016年第6期1462-1467,共6页
Many studies showed that permafrost has profound influence on alpine ecosystem. However, former researches were mainly focused on typical points by temporal scales. There were few studies about the correlation between... Many studies showed that permafrost has profound influence on alpine ecosystem. However, former researches were mainly focused on typical points by temporal scales. There were few studies about the correlation between vegetation characteristics and different altitudes covering a large region in spatial pattern, especially in transitional permafrost(TP). There were continuous permafrost(CP) discontinuous permafrost(DCP) and seasonal frozen ground(SFG) in this study region. The types of permafrost changed from SFG to DCP, and finally become CP as the altitudes of Xidatan increase. In this paper, 112 845 points interpreted by HJ1-B(environment and disaster monitoring and prediction small satellite constellation), vegetation investigation points, thawing layer thickness research sites, ground temperature and water content observation plots were used to examine the spatial pattern of vegetation which were located in different altitudes in Xidatan, a typical TP region, in Qinghai-Tibetan Plateau. Vegetation characteristics, soil moisture content(SMC) and thaw depths were collected in 15 August to 25 August2012. Characteristics of vegetation were mainly represented by fractional vegetation cover(FVC) derived from the normalized difference vegetation index(NDVI), as well as above ground biomass(AGB). In this paper, we analyzed that the distinction of vegetation characteristics in each range through statistics data. These ranges were divided by varied altitudes. For examples, the ranges were divided into 50 m or 100 m. In this study we use a large area plots method to further discuss the relationship between the features of vegetation and the different regions of permafrost based on altitudes shifts in Xidatan. A diagram described the vegetation characteristics variability with rising altitudes in transitional permafrost region was drawn in this paper. Our results illustrated the FVCs first increased in SFG region and then decreased in DCP zone slowly, and in CP region FVCs soared then dropped dramatically. With the altitudes increased, the curve of FVCs indicated a parabolic distribution except a little difference in the first 200 m range. 展开更多
关键词 vegetation Qinghai Plateau transitional alpine Tibetan ecosystem covering normalized biomass
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改进的区域缺水遥感监测方法 被引量:18
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作者 宋小宁 赵英时 《中国科学(D辑)》 CSCD 北大核心 2006年第2期188-194,共7页
植物水分与土壤水分状况密切相关,提取地表缺水指数是研究区域缺水的一种有效途径.选择不同退化程度的草地为研究对象,通过建立基于亚像元尺度的双层蒸散模型,成功计算了区域的地表缺水指数(SWDI);考虑到半干旱地区植被冠层水主... 植物水分与土壤水分状况密切相关,提取地表缺水指数是研究区域缺水的一种有效途径.选择不同退化程度的草地为研究对象,通过建立基于亚像元尺度的双层蒸散模型,成功计算了区域的地表缺水指数(SWDI);考虑到半干旱地区植被冠层水主要由土壤水提供,但植被供水状况与植被水分实际状况之间存在着一定的“滞后”,鉴于此,试图建立地表缺水指数与植被冠层水分含量、表层土壤水分含量(0-20cm)之间的定量关系,从而更准确、及时地反演区域的表层土壤水分含量(0-20cm).通过本次研究探讨一种直接应用遥感技术研究半干旱地区区域缺水的实用方法. 展开更多
关键词 双层燕散模型 地表缺水指数 植被冠层水分含量 土壤水分含量
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