陆表微波发射率模式(LandEM)改进及在青藏高原地区初步应用研究

Improvement of the land surface microwave emissivity model (LandEM) and its application in the Qinghai-Xizang plateau region

  • 摘要: 基于物理模型的微波发射率(MLSE)模拟一直面临着很大挑战,目前还缺乏利用物理模式模拟较高分辨率的全球或区域尺度MLSE的应用案例。针对先进辐射传输模拟系统(ARMS)中的陆面微波发射率(LandEM)模式,对土壤介电常数和粗糙地表反射率模型进行了改进及相应MLSE模拟研究,并结合地面观测MLSE资料进行了模拟评估,同时开展了LandEM模式主要输入参数优化研究;在此基础上,以青藏高原地区为例,选择3种粗糙地表反射率半经验模型和1种发射率经验模型组合成9种MLSE模拟方案,利用3套卫星观测反演的MLSE产品,对9种不同模拟方案进行了评估,并选择出最优模拟方案对青藏高原地区MLSE进行了模拟分析。研究结果显示: LandEM模式中引入Mironov常温土壤介电常数模型后模拟的MLSE得到改善,引入Zhang冻土介电常数模型可弥补原有冻土介电常数估算的缺陷,引入Chen-Weng粗糙地表反射率模型后模拟的MLSE也得到有效改善;针对青藏高原地区MLSE模拟,Qp模型更适合裸土粗糙地表, Chen-Weng模型更适合植被粗糙地表;改进后的LandEM模式及优化模拟方案能较好地模拟0.10°空间分辨率青藏高原地区水平极化MLSE值及空间分布,也能较好地模拟垂直极化MLSE值,但还不能对垂直极化MLSE空间差异进行有效模拟。

     

    Abstract: Physical models have been developed in the past for simulations of microwave land surface emissivity (MLSE), yet the application of such physical models are very limited.This study focuses on the Land Microwave Emissivity (LandEM) model in the Advanced Radiation Transfer Simulation System (ARMS) and attempts to improve soil dielectric constant and rough surface reflectance models. Corresponding MLSE simulations are conducted and evaluated based on ground MLSE observations. The main input parameters to LandEM are also optimized. Taking the Qinghai-Xizang plateau region as an example, three semi-empirical models of rough surface reflectance and one empirical model of emissivity are selected to form nine MLSE simulation schemes. Using three sets of MLSE products retrieved from satellite observations, the above nine different simulation schemes are evaluated, and the optimal scheme is selected to simulate the MLSE in the Qinghai-Xizang plateau region. The results show that the introduction of Mironov's room temperature soil dielectric constant model to the LandEM model can improv the simulated MLSE. The introduction of the Zhang frozen soil dielectric constant model further compensates for the shortcomings of the original frozen soil dielectric constant estimation. The MLSE simulated by introducing the Chen-Weng rough surface reflectance model has also been effectively improved. For MLSE simulation in the Qinghai-Xizang plateau region, the Qp model is more suitable for bare soil rough surfaces, while the Chen-Weng model is more suitable for vegetation rough surfaces. The improved LandEM model and optimized simulation scheme can effectively simulate horizontal polarization MLSE and its spatial distribution in the Qinghai-Xizang plateau region with a spatial resolution of 0.10° as well as the vertical polarization MLSE. However, the model cannot effectively simulate spatial differences in vertical polarization MLSE.

     

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