An integrated remotely sensed database was used as the basis for a hyd
rologic and sediment transport modeling effort for an agricultural are
a of western Puerto Rico. Classified spectral images of airborne radia
nce data provided ground cover information and were used in conjunctio
n with topographic and soils data to guide model construction and prov
ide input to the water balance and sediment yield simulations. Runoff
and sediment discharge from hydrologically homogeneous regions were ro
uted through the drainage network and combined at the basin outlet. Th
e model was used to simulate four years of observed sediment discharge
from the basin. Relative contributions to the total sediment yield of
forested and agricultural areas were determined and compared.