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A , and B Only set B has masked median and average, as well as lit area mask. In both methods there is an initial filtering to remove sunlit, moonlit and cloudy pixels, leading to rough composites that contains lights, fires, aurora and background.

In the original method, the rough annual composites are made from a full year of nightly DNB data. In the new method, the rough composites are made on monthly increments and then combined to form rough annual composites. Both methods employ outlier removal to discard biomass burning pixels and isolate the background.

In the original method the outlier removal is performed on scattergrams generated for each 15 arc second grid cell, with outliers clipped off from both the high and low radiance sides of the scattergram. The new method uses the twelve-month median radiance to discard high and low radiance outliers, filtering out most fires and isolating the background.

Background areas are zeroed out in both methods using the data range DR calculated from 3x3 grid cells. In both methods, the DR threshold for background is indexed to cloud-cover levels, with higher DR thresholds in areas having low numbers of cloud-free coverages. In the new method, particular attention is given to setting a single DR threshold for distinguishing lit grid cells from background for each 15 arc second grid cell. This is achieved by setting the DR threshold from a multiyear maximum median and a corresponding multiyear percent cloud-cover grids.

The multiyear approach makes it possible to detect lighting present in each 15 arc second grid cell with a single DR threshold across all the years in the series. Reference Elvidge, C. D, Zhizhin, M. Remote Sensing , 13 5 , p. Simple mosaic of nightly DNB imagery with later-on-top logic. The pixel value is rounded to th place to reduce file volume. See here for instruction on how to decompress if your application does not recognize internally compressed GeoTIFF files.

EOG has the ability to extract the DNB radiance and other information from every pixel associated with a given coordinate. EOG had developed a series of indices to describe and analyze the character of the nightly DNB profile. Users can explore the existing datasets processed for a collection of areas of interest.

Above is a sample summary image from a grid cell in Sana'a, Yemen. Clear drop of radiance is observed after the aerial strike taken place in April, Annual peak of radiance during Ramadan is clearly displayed.

The radiance is slowly recovering after the strike. These summary images are shown in the KML file for every grid cell in each study area. For more details on this dataset, please check Readme. Reference Elvidge, Christopher D. With the large volume of VNL data collected, EOG is able to perform various analysis covering vast area revealing interesting insights over the long time span. Above is a sample GIF animation showing the annual change of radiance compared to for Ghana.

Nighttime Light is extremely popular in artistic purposes. To correctly show the view at the dark side of the Earth, Nighttime Light is a must-have. Visit the special page for more resources on hi-resolution Nighttime Light for artists. Above is a 3D rendering of Europe at night using high-resolution Nighttime Light texture as emission source in Blender.

EOG is developing prototype service to monitor the change of nighttime light in a given region. The service is called "Lumen Watch". It provides long temporal profile for the region as well as current nightly transect and image preview of the area.

This application is particularly useful for monitoring nightly changes for small areas. Please contact EOG for regions you are interested in to setup a monitoring page. Then Charli just did her thing'. Crossan released his debut album self-titled debut studio album, Mura Masa on 14 July The album was produced and recorded from to , and has guest features by A. Upon release, it received positive reviews by critics, and debuted at number 19 on the UK Albums Chart and at on the US Billboard Before that, 12 June , the band also premiered another song from the album 'Boogie All Night', which features Crossan, alongside working affiliate Nao.

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