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Pressure  Interval              Temperature C/F
Altitude  Elements       ZERO WIND TAKEOFF DISTANCE
                          Liftoff Velocity 54 KIAS

PA(ft)   Takeoff    0C/32F 10C/50F 20C/68F 30C/86 40C/104F

3000     Distance   860ft   925ft   995ft  1070ft  1150ft
       Density ALT 1904ft  3112ft  4268ft  5376ft  6440ft
         Velocity   95fps   96fps   98fps   99fps  100fps
           KTAS      56      57      58      59      60
           Time     18sec   19sec   20sec   21sec   23sec

          Thrust   532lbs  513lbs  493lbs  475lbs  442lbs
        (Effective)
Thrust - Drag - Runway Friction

          
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NTSB Brief

Equal Scale: Interval Data (Higher Level Measurement).
The temperature scale has equal intervals (zero, 10, 20, 30, & 40 degrees celsius).

The graph above is for a constant pressure altitude of 3,000 feet. The independent variables are temperature.

When we say that 40 degrees celsius is 20 degrees more than than 20 degrees celsius, that does not mean takeoff distance has doubled. That does not mean density altitude has doubled. That does not mean velocity and true airspeed has doubled. It also does not mean the time to accelerate to liftoff velocity has doubled. Pilots encounter performance discrepancies in the mountainous west and Appalachian Mountains when they think cooler temperatures yield proportional performance gains. The graph above shows the relationship of temperature to effective thrust. This does not mean causation. The combination of air density, vehicle mass, and acceleration rate are the causes. Tables, charts, and graphs help us to identify environmental and technological processes. The effect of takeoff thrust (an input) has a direct effect on takeoff velocity and takeoff distance (outputs). Notice the downward trend associated with temperature rise. An amber color should be understood as an expression of "caution."
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