Step 1: Understand tone.
Tone is the brightness an object shows in a remote sensing image, and it depends on how much energy the surface sends back to the sensor.
Step 2: Check Statement-I.
Tone changes with the direction of the incoming radiation and with the surface properties, because both decide how much energy reaches the sensor. So Statement-I is correct.
Step 3: Set up Statement-II.
Statement-II says smooth and dry surfaces reflect less than rough and moist surfaces. We must test this.
Step 4: Think about smooth and dry surfaces.
A smooth dry surface acts like a mirror and reflects strongly in one direction, often sending more energy back, while moisture (water) usually absorbs energy and lowers reflection.
Step 5: Judge Statement-II.
So the claim that smooth dry surfaces reflect less than rough moist ones is wrong, making Statement-II incorrect.
Step 6: State the answer.
Only Statement-I is correct.
\[ \boxed{\text{Only statement-I is correct}} \]