RHT03 Sensor & LS20031 GPS Receiver Trouble

You need to show us how everything is wired - for instance where's the GPS's 3.3V coming from (what maximum current does it draw - the
datasheet only gives "typical" values?)

How long are the wires connecting the humidity sensor to the Arduino? Have you added the relevant decoupling capacitor on the supply
rails right at the sensor as recommended? And the pull-up resistor on its output?