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反照率作为一种非常重要的地表能量平衡、全球变化研究的参数,在众多研究领域中得到了广泛的应用,到目前为止已经有多种全球范围的反照率产品进行业务化生产和发布,针对不同反照率产品质量评价的研究也变得愈加重要。MODLAND团队在MODIS V005反照率产品反演算法的基础上通过改进16天周期内观测数据加权的方法生产出新版本的反照率产品MODIS V006。本文针对MODIS两个版本V005及V006的反照率产品,利用FLUXNET地面站点数据,比较验证两个版本反照率的总体精度以及在不同地表类型条件下的精度差异,同时通过交叉验证的方法分析二者的差异及稳定性。验证结果表明,MODIS V006反照率产品虽然在全反演高质量的数据比例上较V005有所下降,但是在同等条件下V006在提高时间分辨率的同时其精度也有所提高,在不同的地表类型条件下精度也优于V005,且在时间序列分布上具有稳定比例的高质量数据,可以满足大多数应用的精度需求。 相似文献
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利用Landsat TM数据和地面观测数据验证GLASS反照率产品 总被引：1，自引：0，他引：1
Global LAnd Surface Satellite Products System(GLASS)反照率产品基于Angular Bin(AB)算法,仅使用单一观测角度的地表或大气层顶反射率数据就能较为准确地反演地表宽波段反照率,具有较高的时间分辨率,可以反映降雪、融雪、收割等状况下地表反照率的快速变化。遵循"一检两恰"的验证流程对这一反照率产品进行验证,首先使用FLUXNET站点验证数据对AB算法反演的Landsat Thematic Mapper(TM)高分辨地表反照率数据进行验证,再将TM高分辨反照率聚合到GLASS像元尺度对GLASS反照率产品进行验证。挑选FLUXNET的5个站点,筛选无云条件下的TM高分辨率影像,共获得103组有效验证数据。验证结果表明,GLASS反照率产品具有较高的精度,总体误差约为0.0163,可以满足大多数应用的精度需求。 相似文献
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R. Vargas E.A. Yépez J.L. Andrade G. Ángeles T. Arredondo A.E. Castellanos J. Delgado-Balbuena J. Garatuza-Payán E. González Del Castillo W. Oechel J.C. Rodríguez A. Sánchez-Azofeifa E. Velasco E.R. Vivoni C. Watts 《Atmósfera》2013,26(3):325-336
Understanding ecosystem processes from a functional point of view is essential to study relationships among climate variability, biogeochemical cycles, and surface-atmosphere interactions. Increasingly during the last decades, the eddy covariance (EC) method has been applied in terrestrial, marine and urban ecosystems to quantify fluxes of greenhouse gases (e.g., CO2, H2O) and energy (e.g., sensible and latent heat). Networks of EC systems have been established in different regions and have provided scientific information that has been used for designing environmental and adaptation policies. In this context, this article outlines the conceptual and technical framework for the establishment of an EC regional network (i.e., MexFlux) to measure the surface-atmosphere exchange of heat and greenhouse gases in Mexico. The goal of the network is to improve our understanding of how climate variability and environmental change influence the dynamics of Mexican ecosystems. First, we discuss the relevance of CO2 and water vapor exchange between terrestrial ecosystems and the atmosphere. Second, we briefly describe the EC basis and present examples of measurements in terrestrial and urban ecosystems of Mexico. Finally, we describe the conceptual and operational goals at short-, medium-, and long-term scales for continuity of the MexFlux network. 相似文献
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《中国科学D辑(英文版)》2006,(Z2)
The eddy covariance technique has emerged as an important tool to directly measure carbon dioxide, water vapor and heat fluxes between the terrestrial ecosystem and the atmosphere after a long history of fundamental research and technological developments. With the realization of regional networks of flux measurements in North American, European, Asia, Brazil, Australia and Africa, a global-scale network of micrometeorological flux measurement (FLUXNET) was established in 1998. FLUXNET has made great progresses in investigating the environmental mechanisms controlling carbon and water cycles, quantifying spatial-temporal patterns of carbon budget and seeking the "missing carbon sink" in global terrestrial ecosystems in the past ten years. The global-scale flux measurement also built a platform for international communication in the fields of resource, ecology and environment sciences. With the continuous development of flux research, FLUXNET will introduce and explore new techniques to extend the application fields of flux measurement and to answer questions in the fields of bio-geography, eco-hydrology, meteorology, climate change, remote sensing and modeling with eddy covariance flux data. As an important part of FLUXNET, ChinaFLUX has made significant progresses in the past three years on the methodology and technique of eddy covariance flux measurement, on the responses of CO2 and H2O exchange between the terrestrial ecosystem and the atmosphere to environmental change, and on flux modeling development. Results showed that the major forests on the North-South Transect of Eastern China (NSTEC) were all carbon sinks during 2003 to 2005, and the alpine meadows on the Tibet Plateau were also small carbon sinks. However, the reserved natural grassland, Leymus chinensis steppe in Inner Mongolia, was a carbon source. On a regional scale, temperature and precipitation are the primary climatic factors that determined the carbon balance in major terrestrial ecosystems in China. Finally, the current research emphasis and future directions of ChinaFLUX were presented. By combining flux network and terrestrial transect, ChinaFLUX will develop integrated research with multi-scale, multi-process, multi-subject observations, placing emphasis on the mechanism and coupling relationships between water, carbon and nitrogen cycles in terrestrial ecosystems. 相似文献
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选取包含9种植被功能型的15个通量塔观测数据（60站点年）,采用控制变量法,分别在月尺度和年尺度上对25℃时最大羧化速率（Vcmax25）进行优化,并利用未参与参数反演的站点年数据集定量评估这2种参数化方案的模拟效果。研究发现：① 在参数的季节变异方面：9种植被功能型的Vcmax25均呈现明显的季节性波动。Vcmax25的波动幅度为：冬季>秋季>春季>夏季,不同植被类型季节变化幅度相差不大,而寒带植被Vcmax25季节变化幅度接近温带植被的2倍;② 对生态系统初级生产力（GPP）估算的影响方面：Vcmax25季节性参数化方案显著提高了GPP的模拟能力和模拟精度,其中森林和灌木冬季提升最显著（R2提高了35.7%,RMSE降低了23.24%）,春秋季次之,夏季最小。然而,对于C3草地,DLM无论采取Vcmax25季节性参数化方案还是年尺度参数化方案,均为系统低估GPP。 相似文献
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On Measuring Net Ecosystem Carbon Exchange Over Tall Vegetation on Complex Terrain 总被引：21，自引：2，他引：19
Dennis Baldocchi John Finnigan Kell Wilson K. T. Paw U Eva Falge 《Boundary-Layer Meteorology》2000,96(1-2):257-291
To assess annual budgets of CO2 exchange betweenthe biosphere and atmosphere over representativeecosystems, long-term measurements must be made overecosystems that do not exist on ideal terrain. How tointerpret eddy covariance measurements correctlyremains a major task. At present, net ecosystemCO2 exchange is assessed, by members of themicrometeorological community, as the sum of eddycovariance measurements and the storage of CO2 inthe underlying air. This approach, however, seemsunsatisfactory as numerous investigators are reportingthat it may be causing nocturnal respiration fluxdensities to be underestimated.A new theory was recently published by Lee (1998, Agricultural and Forest Meteorology
91: 39–50) for assessing net ecosystem-atmosphere CO2 exchange(Ne) over non-ideal terrain. Itincludes a vertical advection term. We apply thisequation over a temperate broadleaved forest growingin undulating terrain. Inclusion of the verticaladvection term yields hourly, daily and annual sums ofnet ecosystem CO2 exchange that are moreecologically correct during the growing season.During the winter dormant period, on the other hand,corrected CO2 flux density measurements of anactively respiring forest were near zero. Thisobservation is unrealistic compared to chambermeasurements and model calculations. Only duringmidday, when the atmosphere is well-mixed, domeasurements of Ne match estimatesbased on model calculations and chamber measurements. On an annual basis, sums of Newithout the advection correction were 40% too large,as compared with computations derived from a validatedand process-based model. With the inclusion of theadvection correction term, we observe convergencebetween measured and calculated values ofNe on hourly, daily and yearly time scales. We cannot, however, conclude that inclusion of aone-dimensional, vertical advection term into thecontinuity equation is sufficient for evaluatingCO2 exchange over tall forests in complexterrain. There is an indication that the neglected term,( c¯/ x), isnon-zero and that CO2 may be leakingfrom the sides of the control volume during the winter. In this circumstance, forest floor CO2 effluxdensities exceed effluxes measured above the canopy. 相似文献
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3种反演算法的地表反照率遥感产品对比分析 总被引：1，自引：1，他引：1
地表反照率对于地表能量平衡和全球气候变化具有重要的影响。近年来,地表反照率产品已经取得了较为广泛的应用,但是仍存在时间分辨率低和数据缺失等问题。本文基于均匀站点观测数据与MODIS的MCD43B3产品验证了GLASS(Global LAnd Surface Satellite)地表反照率产品的3种算法及其对应的反照率产品:AB1(ABD01)、AB2(ABD03)和STF(ABD06)。并分析比较了GLASS反照率初级产品到最终产品的质量提升。结果表明:最终产品ABD06与地面观测数据符合最好,RMSE为0.050,R2为0.788;同时,ABD06与MCD43B3反照率产品一致性最好,RMSE优于0.03,R2达到0.9,且ABD06有效数据最多(ABD01为4290,ABD03为3296,ABD06为5507),比较适合生产长时间序列的反照率产品。大量数据的统计结果还表明:3种GLASS产品80%以上的数据与地面观测数据的偏差均能满足气候模式对反照率的精度要求(0.02—0.05)。 相似文献
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以“传播新知识、交流新思想、展示新成果”为宗旨的中国生态大讲堂百期学术演讲暨2014年春季研讨会于2014年4月25日在北京举行。本次研讨会以“国际重大研究计划与中国生态系统研究展望”为主题,邀请秦大河、姚檀栋、傅伯杰、崔鹏4位中国科学院院士和马克平、于贵瑞、张佳宝、秦伯强4位知名专家作了主题报告。8位报告人分别介绍了政府间气候变化专门委员会(IPCC)、未来地球(Future Earth)、第三极环境(Third Pole Environment)、国际长期生态监测研究网络(ILTER)、生物多样性和生态系统服务政府间科学—政策平台(IPBES)、生物多样性计划(DIVERSITAS)、通量观测研究计划(FluxNet)等国际重大研究计划的进展和趋势,并就山洪泥石流风险分析与管理、碳通量空间格局及生物地理生态学机制、农田地力提升和湖泊富营养化治理等领域的前沿科学问题和研究进展作了系统阐释。基于8位报告人的演讲,本文评述了8个报告的主要内容和亮点工作,分析了国际生态环境领域重大国际研究计划的发展趋势及其对中国生态系统研究的启示,讨论了中国相关领域的科学研究方向和主要问题。 相似文献
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Xiangxiang ZHANG Yongjiu DAI Hongzhi CUI Robert E. DICKINSON Siguang ZHU Nan WEI Binyan YAN Hua YUAN Wei SHANGGUAN Lili WANG Wenting FU 《大气科学进展》2017,34(9):1035-1046
Given the crucial role of land surface processes in global and regional climates, there is a pressing need to test and verify the performance of land surface models via comparisons to observations. In this study, the eddy covariance measurements from 20 FLUXNET sites spanning more than 100 site-years were utilized to evaluate the performance of the Common Land Model(Co LM) over different vegetation types in various climate zones. A decomposition method was employed to separate both the observed and simulated energy fluxes, i.e., the sensible heat flux, latent heat flux, net radiation, and ground heat flux, at three timescales ranging from stepwise(30 min) to monthly. A comparison between the simulations and observations indicated that Co LM produced satisfactory simulations of all four energy fluxes, although the different indexes did not exhibit consistent results among the different fluxes. A strong agreement between the simulations and observations was found for the seasonal cycles at the 20 sites, whereas Co LM underestimated the latent heat flux at the sites with distinct dry and wet seasons, which might be associated with its weakness in simulating soil water during the dry season. Co LM cannot explicitly simulate the midday depression of leaf gas exchange, which may explain why Co LM also has a maximum diurnal bias at noon in the summer. Of the eight selected vegetation types analyzed, Co LM performs best for evergreen broadleaf forests and worst for croplands and wetlands. 相似文献
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