What Arduino board? Most boards use pin 1 for the hardware serial TX.
Do you have pullups on each DHT input? What value?
How long are the wires between the mystery Arduino board and the sensors?
What is supplying power to your project? Voltage? Current capacity?
Post a schematic of the project.