I have old animal sightings data that I want to analyse for distribution, frequency and landscape utilization. However the data was captured using a grid system where all animals seen within a specific grid cell get assigned the coordinate of the bottom left corner of the cell.
The area is fairly mountainous and there seems to be a strong bias towards grid cells with roads through them.
Is there a way to quantify and or remove this bias?
Any suggestions would be welcome.