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Dust Storm Events over Delhi: Verification of Dust AOD Forecasts with satellite and surface observations

机译:德里的沙尘暴事件:通过卫星和地面观测对AOD AOD预报进行验证

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摘要

Thar desert located in northwest part of India is considered as one of the major dust source. Dust storms originate in Thar desert during pre-monsoon season, affects large part of Indo-Gangetic plains. High dust loading causes the deterioration of the ambient air quality and degradation in visibility. Present study focuses on the identification of dust events and verification of the forecast of dust events over Delhi and western part of IG Plains, during the pre-monsoon season of 2015. Three dust events have been identified over Delhi during the study period. For all the selected days, Terra-MODIS AOD at 550 nm are found close to 1.0, while AURA-OMI AI shows high values. Dust AOD forecasts from NCMRWF Unified Model (NCUM) for the three selected dust events are verified against satellite (MODIS) and ground based observations (AERONET). Comparison of observed AODs at 550 nm from MODIS with NCUM predicted AODs reveals that NCUM is able to predict the spatial and temporal distribution of dust AOD, in these cases. Good correlation (~0.67) is obtained between the NCUM predicted dust AODs and location specific observations available from AERONET. Model under-predicted the AODs as compared to the AERONET observations. This may be mainly because the model account for only dust and no anthropogenic activities are considered. The results of the present study emphasize the requirement of more realistic representation of local dust emission in the model both of natural and anthropogenic origin, to improve the forecast of dust from NCUM during the dust events.
机译:位于印度西北部的塔尔沙漠被认为是主要的尘埃来源之一。沙尘暴在季风前季节起源于塔尔沙漠,并影响了印度-恒河平原的大部分地区。高的粉尘负荷会导致周围空气质量下降,并且能见度下降。本研究的重点是在2015年季风前季节的粉尘事件识别和IG平原西部和德里平原西部的粉尘事件预报的验证。在研究期间,已确定了德里的三起粉尘事件。对于所有选定的日期,发现550 nm处的Terra-MODIS AOD接近1.0,而AURA-OMI AI显示高值。根据卫星(MODIS)和地面观测(AERONET)验证了来自NCMRWF统一模型(NCUM)对三个选定的尘埃事件的尘埃AOD预测。将MODIS在550 nm处观察到的AOD与NCUM预测的AOD进行比较,发现在这些情况下NCUM能够预测粉尘AOD的时空分布。 NCUM预测的粉尘AOD与AERONET提供的特定位置观测值之间具有良好的相关性(〜0.67)。与AERONET观测值相比,模型对AOD的预测不足。这可能主要是因为该模型仅考虑了粉尘,没有考虑到人为活动。本研究的结果强调了在自然和人为起源模型中都必须更真实地表示局部扬尘排放的要求,以改进在扬尘事件中来自NCUM的扬尘预报。

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  • 来源
  • 会议地点 New Delhi(IN)
  • 作者单位

    National Centre for Medium Range Weather Forecasting Earth System Science Organisation, Ministry of Earth Sciences A-50, Sector-62, NOIDA-201 309, INDIA;

    National Centre for Medium Range Weather Forecasting Earth System Science Organisation, Ministry of Earth Sciences A-50, Sector-62, NOIDA-201 309, INDIA;

    National Centre for Medium Range Weather Forecasting Earth System Science Organisation, Ministry of Earth Sciences A-50, Sector-62, NOIDA-201 309, INDIA;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Dust; AOD; Delhi; India; MODIS;

    机译:灰尘;竞争德里;印度;莫迪斯;

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