MODELED ATMOSPHERIC CORRECTION OBJECTS
Techniques for making, using and updating a Modeled Atmospheric Correction Object (MACO) cluster and the MACO sites that are selected from within a given MACO cluster. The MACO construct is a novel application of a Model of Reality (MOR) that provides synthetic ground truth essential to converting imagery from top-of-the-atmosphere radiance to surface reflectance given a variety of spatial, spectral and radiance effects involving non-uniform distributions of opaque clouds, cirrus clouds, aerosols, water vapor, surface ice, surface snow, shadows and bidirectional reflectance distribution function (BRDF) effects.
1 . A method of creating modeled atmospheric correction objects, comprising:
accessing a plurality of images of the Earth's surface to identify patches thereof that are relatively homogeneous and are likely to change over time in a predictable manner; and
storing metadata associated with the patches including geographic coordinates of the patches, the angular position from which the image was captured, and the time and date that the image was captured.
2 . A method as defined in claim 1 , further including determining the surface reflectance for the patches.
3 . A method as defined in claim 1 , wherein the surface reflectance for a portion of the patches varies seasonally.
4 . A method of using modeled atmospheric correction objects (MACO), comprising:
providing a plurality of MACO sites that are cross-referenced by geographic coordinates;
obtaining an image of a portion of the surface of the Earth, for which geographic coordinates of the surface area covered by the image are known; and
identifying MACO sites within the image based on geographic coordinates.
5 . A method as defined in claim 4 , further including:
determining which of the identified MACO sites are visible in the image; and
using the visible MACO sites to compute atmospheric parameters.
6 . A method as defined in claim 5 , further including:
updating information associated with each visible MACO site.
7 . A method of detecting whether or not a MACO site is impacted by transient conditions (e.g., cloud shadow, structure shadow, wetness, or snow cover) (see paragraphs 0057 and 0058).
8 . A method as defined in claim 7 , further including determining which of the conditions impact the MACO site (see paragraph 0057) (may use green-yellow-red or green-red band signatures).
9 . A method of altering the observed MACO site radiance to compensate for shadow effects to enable comparisons with expected reflectance (see paragraph 0056).