基于HJ-1A/1B CCD数据的干旱监测

    Drought monitoring based on HJ-1A/1B CCD data

    • 摘要: HJ-1A/1B是中国以防灾减灾和环境监测为直接应用目标的小卫星星座,为探讨HJ-1A/1B CCD数据在快速监测西南喀斯特地区旱情变化的应用潜力,以2010年遭受严重旱灾的贵州安顺地区为研究区,基于多时相的?HJ-1A/1B?CCD数据,利用垂直干旱指数、改进的垂直干旱指数和归一化植被指数对研究区的干旱情况和植被长势进行时间序列的监测与分析,并研究了监测模型在干旱监测中的适宜性、差异性及影响因素。结果表明,利用HJ-1A/1B CCD数据、垂直干旱指数和改进的垂直干旱指数,可以实现对旱情变化的快速监测;改进的垂直干旱指数对干旱变化的响应比垂直干旱指数敏感,且在植被覆盖较好地区的监测效果比垂直干旱指数更为有效;降水是影响监测效果的重要因素,降水对改进的垂直干旱指数的影响比垂直干旱指数大;结合干旱监测指数(MPDI,PDI)与植被指数NDVI的时间序列分析,可以更为准确地监测研究区实际旱情变化和植被长势情况。该研究对推广HJ-1A/1B数据在西南喀斯特地区的作物长势和旱情监测中的应用,以及提高中国应对突发灾害的决策能力具有重要意义。

       

      Abstract: HJ-1A/1B is the first small satellite constellation in China for environment and disaster monitoring and forecasting. This paper is aimed to discuss the potential application of HJ-1A/1B CCD data in drought monitoring in southwestern Karst area in China. The Anshun area in Guizhou province which suffered greatly from drought disaster in 2010 was selected as study area. The Normalized Difference Vegetation Index (NDVI), Perpendicular Drought Index (PDI) and Modified Perpendicular Drought Index (MPDI) were used in a time-series analysis based on multi-temporal HJ-1A/1B data to monitor the crop growth and drought status. The characteristic, suitability and influence factors of each model were also discussed. The results showed that PDI, MPDI performed well by utilizing HJ-1A/1B data in drought monitoring, in which MPDI presented a better performance than PDI, especially in densely vegetated area. Precipitation is a major influencing factor in drought monitoring, and it has more impact on MPDI than PDI. The combination of drought monitoring index and vegetation index (NDVI) in a time-series analysis could give a better description of crop growth and drought condition. This work is hoped to facilitate application of HJ-1A/1B data in crop and drought monitoring in western Karst area of China and contribute to the decision-making of Chinese government when confronting drought disasters.

       

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