DEVELOPMENT OF SOIL SLIP SUSCEPTIBILITY MAPS FOR SOIL SLIPS GENERATED DURING WINTER RAINS, SOUTHWESTERN CALIFORNIA
Geology, slope, and aspect, were the three most important variables in determining the location of soil slips. Using digital geologic maps of the Southern California Areal Mapping Project, SCAMP, more than 700 geologic units were grouped into 8 susceptibility categories based on geology. The 8 catagories were given values from 0 to 25 which were then assigned to over 800 million 5-m cells. 5 slope and 5 aspect values were assigned to more than 200 million 10-m cells derived from 10-m DEMs. A susceptibility algorithm was developed from the product of these three variables. Calculated susceptibility values, assigned to 10-m cells, ranged from zero to 5,000. For map depiction, these values were converted to four map categories: 0-5, no soil slips (uncolored); 6-999 low susceptibility (green); 1,000-3,250 moderate (yellow); and 3,251-5,000 high (red). Slope calculation is a major problem; conventional procedure is to calculate the slope for a cell from the eight surrounding cells. This results in an incorrect low slope value for cells near a summit. To compensate, a high susceptibility value cell was added to the topographically-highest upslope high susceptibility value cell; this resulted in an increase of capturing soil slips in the moderate and high value cells from 69% to 94% for the Santa Paula area, 55%-81% for the Sunland area, and 53% to 86.5 % for the San Timoteo Badlands.