Flying AG aircraft one doesn't "maximise the length of the takeoff roll". Every loaded take off is as soon as you can, as soon as the aircraft flys. Accelerate in ground effect and climb at your best rate which when loaded is eight tenths of buggar all.
Whatever the aircraft it's usually loaded to its max capacity, full available power is used for every loaded takeoff, conditions and job dictating. 1700 HP is still not enough with an aircraft that weighs 3T empty (AT802) and carries 4T with fuel and load on a 35 degree day.
One track, that pic is a 402, with an 802 usually try to keep spray speed below 125 IAS. Air Tractors come with a variety of powerplants starting at a dash 11 or 15 PT6 (550-600HP) in 402's through to 1700HP PT6 -67F in some 802's with all sorts in between. Don't see many Radial 3/401's around these days, pity.