FPAR的Monte Carlo模拟研究
The Monte Carlo Study on FPAR
- 2008年第3期 页码:385-391
纸质出版日期: 2008
DOI: 10.11834/jrs.20080351
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纸质出版日期: 2008 ,
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[1]周彬,陈良富,舒晓波.FPAR的Monte Carlo模拟研究[J].遥感学报,2008(03):385-391.
ZHOU Bin~. The Monte Carlo Study on FPAR[J]. Journal of Remote Sensing, 2008,(3):385-391.
FPAR(fraction of photosynthetically active radiation absorbed by the canopy)是植被冠层阻截太阳光合有效辐射的比例
是遥感估算陆地生态系统植被净第一性生产力(NPP)的重要参数。利用Monte Carlo方法模拟光子在植被冠层中的辐射传输过程
以植被冠层二向反射分布函数的模拟来验证模拟的正确性;在此基础上对400—700nm光合作用波段范围内的植被叶片吸收光子辐射比例的FPAR进行模拟。FPAR的Monte Carlo模拟结果
揭示了FPAR与太阳天顶角及植被冠层参数之间的关系。
For the missing carbon sink problem
terrestrial ecosystems are recognized as the biggest unknown field. Thus
to determine the role of terrestrial ecosystems in the global carbon cycle and understand its short-and long-term dynamics is a matter of high practical and scientific importance.Remote sensing has been attached increasingly more attention regarding the regional or global scale net primary production(NPP)estimation.The light-use efficiency model elaborated by Monteith has been widely used to estimate NPP based on remotely sensed data.In those NPP models based on remotely sensed images
NPP can be represented as the light-use efficiency multiplying absorbed photosynthetically active radiation.The absorbed photosynthetically active radiation is linear to the fraction of incident photosynthetically active radiation absorbed by vegetation(FPAR).So FPAR is a very important parameter in the NPP model.For the exist- ing remote sensed NPP models
FPAR is calculated respectively from the Normalized Difference Vegetation Index(NDVI) used in Glo-PEM NPP model and Enhanced Vegetation Index(EVI)in VMP model
so it is influenced by VI characteris- tic property
which VI varies with view angle and bands of sensors.In fact
According to its definition
FPAR only depends on the solar incident angle and the canopy parameters.In this paper
Monte Carlo algorithm will be used to simu- late the radiance transfer process in canopy.In this paper
the spherical distribution of leaf angle distribution is taken as an example.On the one hand
we can get the function of bidirectional reflectance distribution at different wavelength
which can be used to calculate the vegetation index
such as Normalized Difference Vegetation Index(NDVI)used in Glo- PEM NPP model and Enhanced Vegetation Index(EVI)in VMP model.So the VIs can be used to study the property of FPAR value applied in Glo-PEM and VMP model.On the other hand
the Monte Carlo algorithm can be directly applied to simulate the fraction of active radiance absorbed by canopy
which is the FPAR.After the simulation of FPAR at differ- ent wavelength between 400-70Ohm
an averaged FPAR is integrated.It has been proved that the FPAR is function from solar zenith angle for the research of the leaf area index and the leaf angle distribution.Our simulated results show that the FPAR increases with the solar zenith angle
but the increasing range of FPAR depends on LAI.But when the LAI is up to 5
the FPAR is getting saturation and the FPAR changes smoothly with different solar zenith angles.The simulated results also show that the FPAR variations with LAI depend on solar zenith angle.For example
when solar zenith angle is set at a low value I0
the FPAR is saturated while LAI is up to 7.But when solar zenith angle is set at a big value
for example 70 degree
FAPR is easily saturated when LAI is getting to 3.Our simulated results also show FPAR does not dependent on view angle.It is consistent with definition of FPAR
which is defined as the fraction of incident solar energy between wavelength of 400 nm and 700 nm absorbed by canopy.
FPARMonte Carlo叶面积指数
FPARMonte CarloLAI
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