Puzzling. Did you ever find out what, or where, the bees actually lived? Considering they're not supposed to normally forage more than 3 miles, pesticides or earthworks or change of crops can't be the explanation then.
One other variable is the climate, or weather, changing to provide less water or something else that plants and bees require.