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MODIS True Color Product - OEF Middle East Tutorial

Click thumbnails to view original full-sized images.

Introduction

MODIS True Color Product
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The NRL Monterey MODIS true color product is intended to depict the earth/atmosphere scene in a form similar to what be observed to the human eye. It is important to note that this is not an exact representation, and as with any imagery care must be taken in the analysis. This must be emphasized particularly for true color products, where the user can be lulled into a false sense of security by the seeming familiarity of the product.

Background

500m Resolution True Color product over North Eastern Afghanistan
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The true color product is formed by a combination of red, green, and blue channel data from the MODIS instrument. It can be produced at 1km, 500m, and 250m spatial resolution, selected based on the scale of the sector. The data are first corrected for atmospheric molecular scatter effects using a radiative transfer model (without this correction, the product would assume a milky-white appearance especially near scan edge, when the sensor peers through a deeper layer of the atmosphere), and then combined to form a Red/Green/Blue composite image. Coastlines and other annotations are then added to form the final product hosted on this website. An important consideration is that the model used to remove the atmospheric molecular scatter is not perfect, and sometimes over or under corrects the data. For this reason one must proceed with caution when interpreting the true color product, especially near the scan edges where correction terms are largest.

The intent of the true color product, as stated above, is to depict the surface/atmosphere in a way familiar to our own eyes. As such, oceans appear as shades of blue (depending on water clarity and depth), clouds and snow appear as shades of white, land surfaces assume earth tones, and vegetation canopies are shades of green (depending on density and chlorophyll content). Sometimes shallow water or water with high chlorophyll content (called " blooms ") will appear are shades of green. These are not false signals, but rather, represent an example of how true color imagery actually differs from what our eyes see (our eyes filter the light differently than what is done in the image product).

Sunglint, which is the mirror reflection of the solar disk off the surface, is a feature that should be noted when interpreting true color imagery. Sunglint occurs typically only over water bodies, and results in brighter values in the imagery. Because these brighter values may be mistaken for high aerosol content, an attempt to flag the region of possible sunglint is done in the current true color product. The region enclosed by the red/yellow lines in the figure above describes the region of possible sunglint. The plot legend indicates that the red-side of the line denotes the potential glint region (this two- color line is used since some of the focus sectors may not be large enough to contain both lines). In the case where a sector is completely within the glint zone, no indication is available. For this reason it is suggested that the user always refer first to the larger region products to orient themselves with respect to the glint zone. It should also be noted that the current glint zone was specified at a fixed value, when infact the spread of the glint zone is a function of surface windspeed (expands with higher winds). For this reason the glint delineator should only be regarded as a first-order approximation of the sunglint zone--the actual glint zone may be smaller or larger depending on local sea state.

Advantages

A Clear Day Over Iraq
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The primary advantage of true color products are in their ability to distinguish among the myriad of surface and aerosol constituents by virtue of their unique spectral differences across the visible spectrum. As opposed to panchromatic (black and white) imagery which provides typically 256 gray shades (our eyes are sensitive to far fewer), true color imagery provides a palette of 256*256*256, or almost 17 million, tones.

Limits

Resolution and overall image quality is reduced near swath edges. Being aboard a sun-synchronous polar orbiting platform means that only 1-2 useful passes will be available per day at these latitudes, always around the same time of day. Occasional minor navigation problems will occur, resulting in coastline mismatches.

Examples

Multiple Plumes of Desert Dust Blanket Parts of Afghanistan, Pakistan, and the Northern Arabian Sea
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The image above, a rendition of which garnished the cover of a recent issue of Aviation Week magazine, illustrates the potential severity of extreme dust events in this part of the world. Post deployment METOC reports described visibilities reduced to less than 1 nautical mile within some of these plumes. As suggested by the structure of the plumes over the Northern Arabian Sea, a minor position adjustment can mean the difference between working visibility and complete shutdown of operations.

True Color Over Arabian Gulf
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The dark patches in the sunglint region correspond to an area of calm sea state. The " dots " of red/yellow on the interior of Iran are lake bodies (or in this case, dry lake bodies) that are being considered as water in the glint masking algorithm.


Author: 7541sm@nrlmry.navy.mil
Last Updated: Thu Dec 26 11:09:20 2002
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