叶片化学组分成像光谱遥感探测机理分析   总被引：69，自引：5，他引：64  

牛铮  陈永华  隋洪智  张庆员  赵春江 《遥感学报》2000,4(2):125-130

利用地面光谱仪的测量数据 ,进行了成像光谱遥感探测叶片化学组分的机理性研究。采用多元逐步回归方法 ,分析了鲜叶片 7种化学组分含量与其光谱特性的统计关系 ,分别建立了反射率 ρ及其变化式 1/ρ、logρ和ρ的一阶导数Kρ 与化学组分含量的统计方程 ,并对这 4个指标的性能进行了比较和评价。结果表明 ,在 95 %的置信水平下 ,可以由叶片的精细光谱特征较好地反映出化学组分含量 ;特别是利用Kρ 作为因子 ,使置信水平提高到 99% ,尤以对粗蛋白质、N、K含量反映最好 ,R2 均达到 0 8以上 ,粗蛋白质可达 0 95 6 4,从而为进一步探讨在中国利用成像光谱遥感探测叶片化学组分奠定了基础  相似文献   

Monitoring litter interception of rainfall using leaf wetness sensor under controlled and field conditions   总被引：2，自引：0，他引：2       下载免费PDF全文

Bharat Sharma Acharya  Elaine Stebler  Chris B. Zou 《水文研究》2017,31(1):240-249

Leaf litter interception of water is an integral component of the water budget for some vegetated ecosystems. However, loss of rainfall to litter receives considerably less attention than canopy interception due to lack of suitable sensors to measure changes in litter water content. In this study, a commercially available leaf wetness sensor was calibrated to the gravimetric water content of eastern redcedar (Juniperus virginiana ) litter and used to estimate litter interception in a subhumid eastern redcedar woodland in north‐central Oklahoma. Under controlled laboratory conditions, a strong positive correlation between the leaf wetness sensor output voltage (mV) and measured gravimetric litter water content (? _g) was determined: ? _g = (.0009 × mV²) ? (0.14 × mV) ? 11.41 (R ² = .94, p  < .0001). This relationship was validated with field sampling and the output voltage (mV) accounted for 48% of the observed variance in the measured water content. The maximum and minimum interception storage capacity ranged between 1.16 and 12.04 and 1.12 and 9.62 mm, respectively. The maximum and minimum amount of intercepted rain was positively correlated to rainfall amount and intensity. The continuous field measurements demonstrated that eastern redcedar litter intercepted approximately 8% of the gross rainfall that fell between December 16, 2014 and May 31, 2015. Therefore, rainfall loss to litter can constitute a substantial component of the annual water budget. Long‐term in situ measurement of litter interception loss is necessary to gain a better estimate of water availability for streamflow and recharge. This is critical to manage water resources in the south‐central Great Plains, USA where grasslands are rapidly being transformed to woodland or woody dominated savanna.  相似文献   

红树叶片衰老过程中活性氧和保护酶活性的变化   总被引：2，自引：0，他引：2  

张平  谢潮添  杨盛昌 《海洋科学》2004,28(5):37-40

测定了红树植物木榄(Bruguiera gymnorrhiza)和秋茄(Kandelia candel)幼叶、成熟叶和老叶间活性氧和三种细胞保护酶活性的变化。结果表明,在叶片衰老过程中,丙二醛和H2O2含量显著提高,超氧化物自由基产生速率加快,表明红树叶片衰老中膜脂过氧化作用增强,并且与H2O2和超氧化物自由基含量的上升相关。在3种细胞保护酶中,超氧化物歧化酶(SOD)活性逐渐降低,过氧化物酶(POD)活性显著提高,过氧化氢酶(CAT)活性在叶片成熟过程中增高,随着衰老而急剧降低,细胞保护酶酶活的变化直接影响了叶片衰老过程中活性氧代谢的平衡。  相似文献   

运用动态谐波回归模型对MODIS叶面积指数时间序列产品的分析与预测     

江波 《遥感学报》2010,14(1):23-37

运用动态谐波回归模型(Dynamic Harmonic Regression,DHR)对MODIS的长时间序列的LAI产品进行分析,可以从中分离出LAI随时间变化的多年趋势、季节变化及残差等主要成分,通过建立的模型实现LAI年间变化的短时预测。本文将所述DHR模型分析方法试用于遥感数据产品随时间变化的信息提取,对LAI年间变化的预测结果证明该方法用于遥感像元尺度LAI产品的时间序列分析与预测的效果良好。  相似文献   

苹果树叶片全氮含量高光谱估算模型研究   总被引：5，自引：1，他引：4  

李丙智  李敏夏  周璇  张林森  张海燕 《遥感学报》2010,14(4):767-780

采用Field-Spec Pro便携式光谱仪,测定了不同苹果品种叶片的光谱反射率及对应的全氮含量,采用相关性及单变量线性与非线性拟合分析技术,对全氮含量与原始光谱反射率、一阶微分光谱、高光谱参数之间的关系进行了分析。研究确立叶片全氮含量的定量监测模型,以期为遥感技术在苹果氮素营养诊断中的实际应用提供理论依据。结果表明:全氮含量与原始光谱在715nm处具有最大负相关系数(r=?0.817),并且基于此波长所构建的对数关系估算模型明显优于线性模型;光谱反射率一阶微分值在723nm处具有最大正相关系数(r=0.87),并且基于此波长所构建的线性和非线性模型的拟合效果接近;对于所选取的3类高光谱特征变量,全氮含量除了与黄边位置及由红边位置和黄边面积所构建的比值植被指数和归一化植被指数的相关性较弱外,与其余变量均呈极显著相关,说明这些变量对苹果叶片全氮含量进行估算具有可行性。对所建立的各类方程进行检验,最终筛选确定在723nm处的光谱反射率一阶微分值所构建的指数模型作为苹果叶片全氮含量的预测模型最为理想。  相似文献   

喀斯特山区先锋植物叶片解剖特征及其生态适应性评价--以贵州花江峡谷区为例   总被引：13，自引：0，他引：13  

容丽  王世杰  刘宁  杨龙 《山地学报》2005,23(1):35-42

通过研究贵州西南部典型喀斯特植被退化区花江峡谷植被现状,选取具一定经济价值和推广价值的先锋植物,采用生物显微制片技术与数理统计方法相结合,报导了6科10种分属不同生活型的植物叶片的解剖结构特征,并进行了比较和解剖因子分析。结果表明研究区喀斯特先锋植物叶片在不同种类之间具有明显差异,这些差异除受遗传因子控制外,环境因子(主要为光照和水分)也有重要作用;生活型不同对先锋植物叶片特征有一定影响,但未表现出规律性。根据叶片适应特征的差异,10种先锋植物可分为3种类型,即旱生或阳生叶类型的构树(Broussonetia papyrifera)、火棘(pyracantha fortuneana)、刺槐(Robinia pseudoacacia)、白三叶(Trifolium repens);偏中生叶类型(香椿的Toona sirensis)、顶坛花椒(Zanthaxylum pinum var．dingtanensis)、黔滇木蓝(In-digofera esquirolii)、忍冬(Lomicera japonica)、紫云英(Astragalus sinicus);偏阴生叶类型的繁缕(Stellaria media)。  相似文献   

A first Holocene leaf wax isotope-based paleoclimate record from the semi-humid to semi-arid south-eastern Caucasian lowlands     

Marcel Bliedtner  Roland Zech  Jana Zech  Imke Schäfer  Hans von Suchodoletz 《第四纪科学杂志》2020,35(5):625-633

The Holocene paleoclimate of the Caucasus region is rather complex and not yet well understood: while existing studies are mainly based on pollen records from high-altitude and humid lowland regions, no records are available from the semi-humid to semi-arid south-eastern Caucasian lowlands. Therefore, this study investigated compound-specific δ²H and δ¹³C isotopes of leaf wax biomarkers from Holocene floodplain soils in eastern Georgia. Our results show that the leaf wax δ²H signal from the paleosols mostly reflects changes in the moisture source and its isotopic composition. Depleted δ²H values before ~8 cal ka bp change towards enriched values after ~5 cal ka bp and become again depleted after ~1.6 cal ka bp. This trend could be caused by Holocene changes of the isotopic compositions of the Black and eastern Mediterranean Sea, and/or by varying contribution of both moisture sources linked with the North Atlantic Oscillation. The leaf wax δ¹³C signal from the paleosols directly indicates varying local water availability and drought stress. Depleted δ¹³C values before ~8 and after ~5 cal ka bp indicate wetter local conditions with higher water availability, whereas more enriched values during the middle Holocene (~8 until at least 5 cal ka bp ) indicate drier conditions with increased drought stress.  相似文献   

Use of principal components of UAV-acquired narrow-band multispectral imagery to map the diverse low stature vegetation fAPAR   总被引：1，自引：0，他引：1  

Cho-ying Huang  Hsin-Lin Wei  Jiann-Yeou Rau  Jyun-Ping Jhan 《地理信息系统科学与遥感》2019,56(4):605-623

The fraction of absorbed photosynthetically active radiation (fAPAR) is an important plant physiological index that is used to assess the ability of vegetation to absorb PAR, which is utilized to sequester carbon in the atmosphere. This index is also important for monitoring plant health and productivity, which has been widely used to monitor low stature crops and is a crucial metric for food security assessment. The fAPAR has been commonly correlated with a greenness index derived from spaceborne optical imagery, but the relatively coarse spatial or temporal resolution may prohibit its application on complex land surfaces. In addition, the relationships between fAPAR and remotely sensed greenness data may be influenced by the heterogeneity of canopies. Multispectral and hyperspectral unmanned aerial vehicle (UAV) imaging systems, conversely, can provide several spectral bands at sub-meter resolutions, permitting precise estimation of fAPAR using chemometrics. However, the data pre-processing procedures are cumbersome, which makes large-scale mapping challenging. In this study, we applied a set of well-verified image processing protocols and a chemometric model to a lightweight, frame-based and narrow-band (10 nm) UAV imaging system to estimate the fAPAR over a relatively large cultivated land area with a variety of low stature vegetation of tropical crops along with native and non-native grasses. A principal component regression was applied to 12 bands of spectral reflectance data to minimize the collinearity issue and compress the data variation. Stepwise regression was employed to reduce the data dimensionality, and the first, third and fifth components were selected to estimate the fAPAR. Our results indicate that 77% of the fAPAR variation was explained by the model. All bands that are sensitive to foliar pigment concentrations, canopy structure and/or leaf water content may contribute to the estimation, especially those located close to (720 nm) or within (750 nm and 780 nm) the near-infrared spectral region. This study demonstrates that this narrow-band frame-based UAV system would be useful for vegetation monitoring. With proper pre-flight planning and hardware improvement, the mapping of a narrow-band multispectral UAV system could be comparable to that of a manned aircraft system.  相似文献   

如何利用化石植物定量研究古海拔？     

孙启高 《地质论评》2008,54(2):145-154

古海拔问题是当前古植物学与古环境研究领域中的难点之一,属于化石植物生物学与地球科学和环境科学相互交叉、相互渗透的前沿性研究。定量研究古海拔的变化对阐述诸如青藏高原抬升历史等重大科学问题具有十分重要的意义。应用生物学的思想和方法,利用化石植物研究地质历史时期古海拔的变化是当前研究的一个热点。化石植物既是研究地质历史时期植被演替的直接证据,又是研究古海拔变化的珍贵材料。本文简述了利用化石植物定量研究古海拔的3类主要方法,即最近亲缘种分析、共存因子分析和叶相分析的基本原理和实际应用,侧重分析中国地区（如西藏南部南木林盆地）古海拔的研究进展和存在问题,并结合近年来的研究实践展望了将来的工作。  相似文献   

水稻生长发育动态监测农业气象模式研究   总被引：1，自引：0，他引：1  

陶炳炎  汤志成 《南京气象学院学报》1992,15(2):82-91

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