多模型耦合下的植被冠层可燃物含水率遥感反演     

全兴文  何彬彬  刘向茁  廖展芒  邱实  殷长明 《遥感学报》2019,23(1):62-77

植被冠层可燃物含水率FMC(Fuel Moisture Content)是评估野火风险及估算火灾蔓延速率的重要指标。以中国西部6个典型研究区为例,基于辐射传输模型,利用Landsat 5 TM及Landsat 8 OLI遥感数据,开展草原、森林冠层FMC定量反演研究。为克服基于物理模型的病态反演问题、FMC自身的弱敏感性问题及西南森林多具复杂的双层冠层结构问题,研究中考虑了模型参数之间的相关特征,使用多波段遥感数据及耦合辐射传输模型等方法。反演结果显示,总体植被冠层FMC反演精度R~2为0.64,RMSE为44.86%,其中草地冠层FMC的反演精度(R~2=0.64,RMSE=47.57%)略低于森林冠层FMC的反演精度(R~2=0.71,RMSE=30.82%)。为进一步论证该反演结果对野火风险评估的有效性,研究中选取并分析了2011年3月2日于云南大理白族自治州剑川县金华镇金和村森林火灾爆发前、爆发时及灾后该区域植被冠层FMC的变化特征。结果显示,火灾爆发时该地区植被冠层FMC明显低于火灾发生前后(约一月时间)植被冠层FMC,证明了本文FMC反演结果对野火风险评估的有效性。  相似文献   

不同下垫面数据和城市冠层参数化方案对江苏气温影响的个例分析   总被引：1，自引：0，他引：1  

周晶  刘蕾  霍飞  鲍婷婷 《气象科学》2018,38(3):342-350

利用中尺度数值模式WRF,分别选用新旧两种下垫面资料和不同城市冠层模型设计试验,以江苏一次秋末高温天气个例(2014年11月20—21日)为背景,研究城市化进程对气温的影响和可能机制。将模式结果与江苏国家气象观测站和地面加密区域自动站观测资料进行对比,并分析3组试验结果发现:(1)采用BEP城市方案对2 m气温、2 m相对湿度和10 m风速等物理量的日变化模拟最优。(2)相比USGS数据,MODIS较新地表覆盖变化数据能更真实反映研究区域当前地表类型分布情况,且能提高近地面风温湿要素空间分布的模拟。(3)分析不同试验模拟的地表能量平衡过程差异,发现相比UCM单层城市冠层方案,BEP多层城市冠层方案在白天能更好模拟出城市地区的温度升高以及相对应的地表感热通量和地面热通量的增加。  相似文献   

空调系统对城市大气温度影响的模拟研究   总被引：5，自引：0，他引：5  

王咏薇  王恪非  陈磊  张蕾 《气象学报》2018,76(4):649-662

人为热排放对城市边界层气候效应的影响起着举足轻重的作用。在人为热源的组成中,建筑物内部的能源消耗、热量产生以及室内外热量传输与交换,对于城市热环境的改变有着非常重要的作用。因此,为研究室内空调系统的产热和通过屋顶、墙面、地面进行室内外热量传输扩散,并对室外热环境产生的影响,运用WRF（Weather Research and Forecasting Model）模式,选取BEP+BEM城市冠层参数化方案,即基于多层城市冠层方案BEP（Building Effect Parameterization）增加室内空调系统影响的建筑物能量模式BEM（Building Energy Model）的方案,以南京2010年8月2—3日,夏季三伏天晴天小风天气作为背景天气进行模拟研究。结果表明,采用WRF模式考虑空调系统室内、外能量交换的BEP+BEM参数化方案,能够更好地模拟出夏季晴天城市近地层气温。当假设空调全天开启时,白天模拟值与观测值吻合较好。夜间温度模拟值高于观测值,在22时—次日00时（北京时）,存在1℃左右的偏差。白天空调系统开启对于城市近地层气温的影响不明显,而夜间使得城市气温普遍升高0.6℃,尤其是在居民区密集的地方,22—23时最大有2℃左右的升温。当调整室内空调目标温度从25℃调至27℃时,空调系统能量总释放量减少12.66%,13—16时温度下降最大,平均约为1℃,建筑物越是密集,温度下降幅度越大。   相似文献   

低幅度构造天然气成藏的闭合度下限探讨——以柴达木盆地三湖地区为例   总被引：2，自引：2，他引：0       下载免费PDF全文

郭泽清  李本亮  张林  李熙喆  孔骅 《地质科学》2008,43(1):34-49

在一定条件下,构造圈闭只有达到一定的闭合高度,气水才能有效地分离,当达到一定含气饱和度和储量规模后便形成天然气藏,因而,必然有一个成藏闭合度的下限值。该值受储层物性、盖层条件、储盖配置情况、圈闭形态和规模、水动力强度和方向等多种因素的影响,故因地而异。柴达木盆地东部三湖地区的研究表明:1)根据储层毛细管压力曲线计算天然气成藏的最小气柱高度可间接得到最小成藏幅度,不同的储层对应不同的闭合度下限,从1m至上百米不等;2)根据盖层的封闭能力计算盖层封闭的最大气柱高度可从几十米到上百米,每种类型的储层成藏的闭合度下限始终小于盖层所能封闭的最大气柱高度,因此盖层不是制约闭合度下限的因素;3)在特有的水动力条件下,如果不考虑其它因素,成藏的闭合度下限与圈闭短轴半径的关系可以涩北气田为例,与其圈闭面积相当的构造圈闭,闭合度必须大于25m才能构成气藏。据此认为储层条件和圈闭规模是该区天然气成藏下限的主要制约因素。确定低幅度构造圈闭天然气成藏的闭合度下限对今后寻找低幅度构造圈闭具有重要意义。  相似文献   

Estimation of rice grain yield from dual-polarization Radarsat-2 SAR data by integrating a rice canopy scattering model and a genetic algorithm     

《International Journal of Applied Earth Observation and Geoinformation》2017

Fast and accurate estimation of rice yield plays a role in forecasting rice productivity for ensuring regional or national food security. Microwave synthetic aperture radar (SAR) data has been proved to have a great potential for rice monitoring and parameters retrieval. In this study, a rice canopy scattering model (RCSM) was revised and then was applied to simulate the backscatter of rice canopy. The combination of RCSM and genetic algorithm (GA) was proposed for retrieving two important rice parameters relating to grain yield, ear length and ear number density, from a C-band, dual-polarization (HH and HV) Radarsat-2 SAR data. The stability of retrieved results of GA inversion was also evaluated by changing various parameter configurations.Results show that RCSM can effectively simulate backscattering coefficients of rice canopy at HH and HV mode with an error of <1 dB. Reasonable selection of GA’s parameters is essential for stability and efficiency of rice parameter retrieval. Two rice parameters are retrieved by the proposed RCSM-GA technology with better accuracy. The rice ear length are estimated with error of <1.5 cm, and ear number density with error of <23 #/m². Rice grain yields are effectively estimated and mapped by the retrieved ear length and number density via a simple yield regression equation. This study further illustrates the capability of C-band Radarsat-2 SAR data on retrieval of rice ear parameters and the practicability of radar remote sensing technology for operational yield estimation.  相似文献   

利用时序InSAR技术分析北京及河北廊坊地面沉降     

周旭  许才军  温扬茂 《测绘科学》2017,42(7)

利用带大气估计模型的时序InSAR方法对24幅覆盖北京及河北廊坊的Envisat-ASAR影像数据进行了时序分析,获取了该地区2007年4月—2010年9月的地面沉降速率及均方差。发现了以北京朝阳区和通州区交界处为中心和以河北廊坊城区为中心的两个沉降区域,中心区平均沉降速率分别为35mm/a与22mm/a。研究区域形变速率均方差1.5mm/a。研究结果表明:利用时序InSAR技术进行城市地表沉降监测具有较好的精度及稳定性;产生该沉降的可能原因为地下水的开采、城市基础建设的发展及工业用地量、人为活动的增加。  相似文献   

A New Parameterization of Canopy Radiative Transfer for Land Surface Radiation Models     

Feng ZHANG  Yadong LEI  Jia-Ren YAN  Jian-Qi ZHAO  Jiangnan LI  Qiudan DAI 《大气科学进展》2017,34(5):613-622

A new parameterization of canopy asymmetry factor on phase function,which is dependent on the leaf normal distribution and leaf reflection/transmission,is derived. This new parameterization is much more accurate than the existing scheme. In addition,the new solutions for both the diffuse and direct radiation can be obtained using the Eddington approximation. It is found that the direct radiation can be described as a function of the diffuse radiation. This new approach offers a substantial improvement in accuracy,as compared with the hemispheric constant method,for both isotropic and anisotropic cases. Given the analytical nature of the solution and its high accuracy,we recommend the new parameterization for application in land surface radiation modeling.  相似文献   

大豆晴天群体光合作用农业气象数值模拟   总被引：10，自引：1，他引：10  

刘建栋  于强等 《应用气象学报》2001,12(1):14-20

运用农业气象、气象学等知识建立了一个晴天大豆群体光合农业气象数值模式.模式考虑了大豆叶片空间结构特征及本身生物学特征, 积分达到了瞬时时间尺度, 可以较准确地模拟出群体光合日变化过程, 平均模拟误差在8.7%左右, 并较好地反应了大豆群体光合午休过程.利用该模式进行数值分析, 给出了CO₂、辐射及温度对群体光合午休影响的一些规律, 从而为作物超高产攻关提供了一定的理论指导.  相似文献   

Estimating Co2 Source/Sink Distributions Within A Rice Canopy Using Higher-Order Closure Model     

G. G. Katul  R. Leuning  J. Kim  O. T. Denmead  A. Miyata  Y. Harazono 《Boundary-Layer Meteorology》2001,98(1):103-125

Source/sink strengths and vertical fluxdistributions of carbon dioxide within and above arice canopy were modelled using measured meanconcentration profiles collected during aninternational rice experiment in Okayama, Japan (IREX96). The model utilizes an Eulerian higher-orderclosure approach that permits coupling of scalar andmomentum transport within vegetation to infer sourcesand sinks from mean scalar concentration profiles; theso-called `inverse problem'. To compute the requiredvelocity statistics, a Eulerian second-order closuremodel was considered. The model well reproducedmeasured first and second moment velocity statisticsinside the canopy. Using these modelled velocitystatistics, scalar fluxes within and above the canopywere computed and compared with CO<sub>2</sub>eddy-correlation measurements above the canopy. Goodagreement was obtained between model calculations offluxes at the top of the canopy and measurements. Close to the ground, the model predicted higherrespiratory fluxes when the paddy was drained comparedto when it was flooded. This is consistent with thefloodwater providing a barrier to diffusion ofCO<sub>2</sub> from the soil to the atmosphere. TheEulerian sources and flux calculations were alsocompared to source and flux distributions estimatedindependently using a Lagrangian Localized Near Fieldtheory, the first study to make such a comparison.Some differences in source distributions werepredicted by these analyses. Despite this, thecalculated fluxes by the two approaches compared wellprovided a closure constant, accounting for theinfluence of `near-field' sources in the Eulerian fluxtransport term, was given a value of 1.5 instead ofthe value of 8 found in laboratory studies.  相似文献   

Turbulence Spectra And Dissipation Rates Above And Within A Forest Canopy   总被引：4，自引：0，他引：4  

Shuhua Liu  Heping Liu  M. Xu  M. Y. Leclerc  Tingyao Zhu  Changjie Jin  Zhongxiang Hong  Jun Li  Huizhi Liu 《Boundary-Layer Meteorology》2001,98(1):83-102

Three velocity componentsand temperature were measured usingthree-dimensional sonic anemometers/thermometers attwo levels, above and within a forest canopy, in theChangbai Mountains of northeast China. Turbulencespectral structure, local isotropy anddissipation rates above and within the forest canopywere calculated using the eddy correlation method.Results show that the normalized turbulent spectralcurves have -2/3 slopes in the inertial subrange.While the shapes of the spectra are in good agreementwith the Kansas flat terrain results, the atmosphericturbulence is anisotropic above the forest canopy. Dueto breaking down of large eddies by the foliage,branches and trunks, the spectral peak frequencies forvelocity and temperature are higher withinthan above the forest canopy. Compared withmeasurements from previous studies over flat terrain,the velocity and temperature spectra above andinside the forest canopy appear to shift toward higherfrequencies. The turbulence is approximately isotropicin the inertial subrange within the forest canopy, and isanisotropic above the forest canopy. The turbulentkinetic energy and heat energy dissipation rates aboveand inside the forest canopy are much larger thanthose obtained by Kaimal and Hogstrom over grasslandand grazing land. The distinct features in the resultsof the present experiment may be attributed to thedynamic forcing caused by the rough surface of the forestcanopy.  相似文献