Higher isn't Necessarily Better: Visibility Algorithms and Experiments Wm Randolph Franklin Rensselaer Polytechnic Institute Troy, NY, 12180 USA LTC Clark K Ray Department of Electrical Engineering and Computer Science U.S. Military Academy West Point, NY 10996 USA May 28, 1994 Symposium on Spatial Data Handling, Edinburgh, Sept 1994 We describe several fast programs to compute viewsheds and weighted visibility indices for observation points in a raster terrain. These programs explore various tradeoffs between speed and accuracy. We have analyzed many cells of data; there is no strong correlation between a point's elevation and its weighted visibility index. However, the, very few, high visibility points tend to characterize features of the terrain. This work can form a basis for automatically locating observers jointly to cover a terrain region of interest.