Comment by lifeisstillgood

at a 1.8 km resolution (without checking my maths) 21,000 points along a great circle is basically every 1.8km so i guess you are checking at each 1.8km if you just drove into water (or vice versa)

Your point that you only need to fail once is fair - there is a lot of boundary conditions one can apply quite quickly