NDVI and High-Foreclosure Pixels

Michael Minn - 30 July 2014

The animations below isolate the the top 20 pixels with exceptionally high foreclosure lawn area.

All those pixels are in exurban areas.

When no restriction is placed on parcel size, most of those high-lawn-area pixels reflect foreclosure of extremely large parcels that cover the bulk of one or more pixels. Therefore a single foreclosure causes a sudden and dramatic jump in foreclosed lawn area, even though referring to those massive properties as lawns is, literally, a bit of a stretch.

When the parcels used for calculating foreclosed lawn area are limited to 10K sq meters or lower, this starts to include a number of what may be troubled exurban developments.

From the animations, there do not appear to be any parcels that drop from consistently high NDVI (managed landscape) prior to foreclosure to low NDVI during foreclosure, which would be indicative of neglect due to vacancy. There are a number of pixels that have consistently high NDVI, but those are pixels that appear to contain adjacent agricultural fields.

The gray line is mean NDVI for the entire area.


An NDVI vs foreclosed-lawn-area animation for the top pixels with parcel sizes under 10K sq meters

A KML of the pixel centroids that will allow you to locate the numbered values from the animation are here. High NDVI pixel 14 is clearly adjacent to an agricultural field

The animation and KML limited to parcel sizes under 27K sq meters (1/2 pixel)

High NDVI pixels 15 and 18 are adjacent to agricultural operations