So I have been incubating for years and generally get 100% hatch rates during the spring and summer hatches. Last year I started hatching in mid January hoping to have babies that would start laying mid summer to add to my flock when the older ladies are ready to take a break and moult. Both last year and this year I have noticed my early hatches have had quite a few early quitters in the bunch out of 42 eggs I am getting about half that to hatch. Some eggs are infertile because I'm running a young rooster and he's still figuring out the hens aren't going to eat him. About a third of the eggs quit between day 5 and day 15 when I candle and pull eggs. I live in a northern climate and although I go out and check for eggs periodically to try and get them when they are super fresh it's inevitable that some are cold when I go out to get them. We have been running temps from 20 below to 20 above this last month. Would that be enough to account for the early quitters in the hatching eggs? Last batch out of 42 eggs I had 12 infertile eggs that never grew and out of the 20 remaining I had 18 make it to lockdown and hatch. The rest quit before lockdown.