遥感蒸散发模型研究进展
Progress in Models for Evapotranspiration Estimation Using Remotely Sensed Data
- 2008年第3期 页码:515-528
纸质出版日期: 2008
DOI: 10.11834/jrs.20080369
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纸质出版日期: 2008 ,
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[1]高彦春,龙笛.遥感蒸散发模型研究进展[J].遥感学报,2008(03):515-528.
GAO Yan-chun~1 LONG Di~. Progress in Models for Evapotranspiration Estimation Using Remotely Sensed Data[J]. Journal of Remote Sensing, 2008,(3):515-528.
蒸散发是水圈、大气圈和生物圈水分和能量交换的主要过程
也是水循环中最重要的分量之一。遥感技术的应用使得区域尺度的蒸散发估算成为可能
由此涌现出许多旨在精确反演不同时空尺度蒸散发及地表通量的模型
以更好地服务于相关领域的研究和应用。根据模型建构思想和方法的不同
从基于能量平衡的单层和多层模型、基于能量平衡的彭曼类模型以及遥感经验模型3个方面入手
系统回顾国内外遥感蒸散发模型的算法
详细评述了目前应用较为广泛的SEBAL
SEBS
TSEB模型的原理和优劣
分析了蒸散发反演存在的时间拓展及不确定性、时空分辨率及尺度效应、模型选择及适用性判别、平流影响和精度检验5个问题。指出今后应加强陆面过程和地-气系统作用机制、模型输入参数精度、精度检验和尺度效应及误差传递规律等方面的研究。
Evapotranspiration(ET)
including evaporation from soil surface and vegetation transpiration
is an impor- tant parameter for water and energy balances on the Earth’s surface.Many applications in water resource
agriculture
and forest management require the knowledge of ET over a range of spatial and temporal scales.Satellite provides an unprece- dented spatial distribution of critical land surface parameters such as surface albedo
fractional vegetation cover
land sur- face temperature
and so on
so numerous physical and empirical remote sensing-based models in conjunction of ancillary surface and atmospheric data have been developed to estimate ET for clear sky days in recent years.The models for evapo- transpiration estimation using remotely sensed data are categorized as single-layer and two-layer model
Penman-Monteith model and empirical model in this paper.A review of algorithms and approaches of these models is presented
with a dis- cussion regarding the main merits and limitations of SEBAL(Surface Energy Balance Algorithm For Land)
SEBS(Sur- face Energy Balance System)and TSEB(Two Source Energy Balance)that are widely used.The problems of temporal ex- tension with its uncertainty
the temporal and spatial resolution with relative scale effect
the selection of models for appli- cation and the evaluation of model applicability
the effect of advection on energy balance principle
and the accuracy as- sessment are discussed respectively.To improve the accuracy of ET estimation using remotely sensed data at reginonal scale
several problems have to be overcome in the future.Suggestions are as follows:Firstly
the research on the mecha- nism of interaction between land surface and atmosphere with related land-surface process should be enhanced because the parameterization schemes of land-surface process are currently still too simple to depict the complicated mechanism pre- cisely
especially for the conditions of heterogeneous underlying surface and complex terrain.Secondly
the accuracy of land surface variables retrieved from remotely sensed data has not achieved perfect level and needs to be improved because it can significantly affect the accuracy of ET estimation.Enhancing the research on the interrelationship between remote sensing information of a variety of bands and characteristics of land surface and micrometeorology can enlarge the applica- ble range of two-layer model
which also conduces to the establishment of ET estimation model of more accurate and appli- cable.Thirdly
the use of hydrological methodology can provide effective methods for accuracy assessment of remote sens- ing-based models
underway to develop a new parameterization scheme incorporating the strengths of remote sensing-based and hydrological models.Fourthly
enhancing the research regarding scale effect and error propagation could improve the accuracy of ET estimate model using coarse spatial resolution data.
遥感蒸散发模型陆面过程
remote sensingevapotranspirationModelland-surface process
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