My distance sampling data was collected and compiled at the observation level, but unmarked requires two separate files (one at the observation-level and one at the survey route-level). Is that correct? If so, how do I efficiently convert my observation data into two files? Specifically, how do I create a file for survey routes from my observation data?
I have 12 study areas with 4-6 survey routes each. The survey routes range from 30-40 miles and were created after ensuring the habitat composition of each route matches the composition of the larger study area. Because I collected the habitat type of the observations, I don't have a habitat variable describing a single habitat type for each survey route and have many different habitat types described for a single survey route because the habitat variable is describing the observation.
Thus far, I have been trying to segment my survey route shapefiles into many, smaller segments based on segments of dominant habitat type along the survey route. I have over 60 survey routes and will end up with hundreds of smaller segments after segmentation. Then, I think I need to match my observation data to each segment to get a new survey route ID.
Is this a feasible method? If so, how do I efficiently accomplish this? Has anyone dealt with this with their data, having to create a transect data frame from observation data?
Thank you for your help ,
Beth