The statement that is most likely true is:
B. On a sunny day, the air over a lake will be cooler than the air over the bordering land.
This is because water has a higher specific heat capacity than land, meaning it takes longer to warm up. Therefore, on a sunny day, the land heats up quickly, leading to warmer air above it, while the lake, which heats up more slowly, will have cooler air above it.