4.3 Article

An Improved DDV Algorithm for the Retrieval of Aerosol Optical Depth From NOAA/AVHRR Data

Journal

JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING
Volume 49, Issue 5, Pages 1141-1152

Publisher

SPRINGER
DOI: 10.1007/s12524-020-01301-6

Keywords

AVHRR AOD; MODIS VI product; DDV algorithm

Funding

  1. National Natural Science Foundation of China [41771408]
  2. Shandong Provincial Natural Science Foundation, China [ZR2017MD001, ZR2020QD055]

Ask authors/readers for more resources

This study examined the historical changes of aerosols using AVHRR data, introducing mature MODIS vegetation index products (MYD13) to correct AVHRR NDVI for estimating AVHRR LSR and conducting aerosol retrieval.
Aerosol Optical Depth (AOD) is one of the important parameters to characterize the physical properties of the atmospheric aerosol, which is used to describe the extinction characteristics of the aerosol, and also to calculate the aerosol content, to assess the degree of air pollution and to study aerosol climate effect. To study the historical change of aerosol in long-time series, the advanced very high resolution radiometer (AVHRR) data earliest used for aerosol research was used in this study. Due to the lack of shortwave infrared (SWIR) (center at 2.13 mu m) of the sensor, the relationship between the blue and red bands with SWIR cannot be provided, and the visible band used to calculate the normalized difference vegetation index (NDVI) contains the wavelength range of red and green, it is very difficult to calculate the accurate land surface reflectance (LSR). Therefore, based on the Dense Dark Vegetation algorithm (DDV), we propose to introduce mature MODIS vegetation index products (MYD13) to correct AVHRR NDVI, to support the estimation of AVHRR LSR, determine the relationship between corrected AVHRR NDVI and visible band LSR, and to carry out aerosol retrieval. The results show that about 63% of the data are within the error line, and there is a consistent distribution trend in the inter-comparison validation with MODIS aerosol products (MYD04).

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.3
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available