Why do the coldest temperatures occur over large land masses far north?

Because land masses emit radiation causing the land to cool. Land cools quicker than water. The farther north you go toward the poles the less direct sun radiation you receive therefore the heat for the sun is less intense. the combination of earth emitting radiation and less intense solar radiation causes the higher latitudes to be colder.