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Effective vegetation optical depth retrieval using microwave vegetation indices from WindSat data for short vegetation

机译:利用WindSat数据中的微波植被指数对短植被进行有效的植被光学深度检索

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摘要

Vegetation optical depth (VOD) and effective vegetation optical depth (EVOD) are key factors for estimating soil moisture and vegetation parameters. Microwave vegetation indices (MVIs, including A and B parameters) have been recently developed for short-vegetation covered surfaces. The MVIs parameter B (MVIs_B) is mainly related to vegetation conditions, which makes it provide a potential way of EVOD retrieval. A theoretical expression deriving EVOD was deduced using MVIs_B from WindSat data. Global patterns of EVOD were analyzed subsequently. It has been shown that EVOD retrieved from MVIs performed a consistent global pattern and seasonal variation with normalized difference vegetation index. Time-series data from the Central Tibetan Plateau Soil Moisture/Temperature Monitoring Network, which is grassland dominated, was selected for temporal analysis. It was found that the temporal EVOD from WindSat MVIs can capture the growth trend of vegetation. Comparisons between EVOD estimations from MVIs and a radiative transfer model were also performed over this network. It was found that EVOD from the two methods exhibited comparable values and similar trends. MVIs_B-derived EVOD can be obtained without any other auxiliary data and has great potential in land-surface parameter retrieval over short-vegetation covered areas. (C) 2015 Society of Photo-Optical Instrumentation Engineers (SPIE)
机译:植被光学深度(VOD)和有效植被光学深度(EVOD)是估算土壤湿度和植被参数的关键因素。最近已经开发出了植被覆盖面短的微波植被指数(MVI,包括A和B参数)。 MVIs参数B(MVIs_B)主要与植被状况有关,这为EVOD检索提供了一种可能的方式。使用Windsat数据中的MVIs_B推导得出EVOD的理论表达式。随后分析了EVOD的整体模式。研究表明,从多类生物多样性中获取的EVOD表现出一致的全球格局和季节性变化,且植被指数得到了标准化。选择了青藏高原中部土壤湿度/温度监测网络的时间序列数据,该数据以草地为主,用于时间分析。研究发现,WindSat MVIs的临时EVOD可以捕获植被的生长趋势。通过该网络还对来自MVI的EVOD估算值与辐射传输模型进行了比较。发现两种方法的EVOD表现出可比较的值和相似的趋势。 MVIs_B得出的EVOD无需任何其他辅助数据即可获得,并且在植被覆盖不足地区的地表参数检索中具有很大的潜力。 (C)2015年光电仪器工程师协会(SPIE)

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