1900F steel doesn't care if the ambient is 70F or -7F. The difference is little. Contrary to what seems logical, the steel doesn't really cool any noticable amount faster on the cold day.
The biggest cooler is the anvil. Warming it up will help a lot. One simple trick for an outdoor forge is to put a small pan or burning coal on the anvil and let it warm things up.
When you can feel the anvil being warmer a few inches down on the sides, that will make the blade stay hot longer. You can place the pan back on the anvil as the steel is in the forge for the next heat. Other tricks are wrapping 20 feet of pipe heater tape, or a drum heater strap around the anvil. These will take hours to warm a cold anvil up, but are good for keeping the anvil warm once it warms up. A 1000-1500W 220VAC drum strap is only around $40-50. That is the simplest method to get itw warmed up and to keep it warm if you take a break. They have thermostats to set the temp between 50F and 150F.
I regularly forge at 20-30F. I have a 3X10X1" bar of steel I stick in the forge while it comes up to soak. Once it is around 1000F, I set it on the cold anvil. I repeat as needed to keep the anvil warm.
I have never thought of it before, but I have a bunch of 500W heater rods. They are self controlling electric rods 12" long and about 1/2" thick. I used to use one to heat my oil, but since I switched to Parks #50, I don't need it warmed. I could weld tubes on both sides of the anvil and stick one on each side. Put them on a timer to start warming the anvil early in the morning and it will be all nice and warm when I come out. I'll have to park that idea in my project book.