THIS EFFORT IS ORGANIZED INTO TWO MAIN OBJECTIVES: 1) USE A BAYESIAN ENSEMBLE APPROACH AND MULTI-SOURCE IMAGERY TO REDUCE THE LATENCY AND IMPROVE THE SPATIAL RESOLUTION OF NRT DEFORESTATION MONITORING AND 2) CREATE A CONTINUOUSLY GROUND-VALIDATED APPLICATION SYSTEM USING THE PROBABILITY MAPS.