One of the fun things about owning your own business besides the taxes, never ending hours, and the constant drive to please the customers are the projects.
I’ve mentioned it before, but if you’re new here, I will work for free. Sometimes. The work has to intrigue me and add something to life in general. In between paying gigs it’s fun to put a massive amount of software to good use to people who many or many not have access to it. Plus it can be just plain old fun.
Anyway back in the fall of 2009 I receive a phone call from Berry College. Being on the board for GA URISA is great for networking. I had a North Georgia Meeting there last year and some of the staff had attended. Anyway, Dr Chris Mowry called and had a problem with a project and needed help – could I send or help him find an intern. Berry College isn’t that far down the road and it’s actually a very nice drive. So about a week later there I sat on the campus of Berry College.
The project – Coyotes. For those of you who aren’t from here – we’ve got coyotes. Lots of Coyotes. They came into the area two different ways: people brought them here and migration – or I guess I should really call it a transition. I should really call it a biological term of some sort – but I’m not a biologist. The Coyotes fill a niche in the greater scheme of things since the wolves are no longer out and about. I don’ remember them being here in the 80’s and early 90’s. Now if you have a friend that hunts deer the story will at one point contain the phrase “I shot a coyote”. I”ve seen them on the side of the road. I”ve seen them hit. I”ve heard them howling at night and last year I had one within a half mile of my house in downtown Chattanooga.
In 2006, Dr. Mowry caught and collared 8 coyotes. The plan was to go out and triangulate their position. You’ve seen it – go out and hold up an antennae and take a bearing and a GPS location. Travel a bit and take another reading. From that you can triangulate the position….and I’ve incredibly oversimplified this since I’ve gotten the chance to do this once. So over three years worth of data collection you were able to generate this map: 
They had collected the locations into a spreadsheet with a lot of other information. The problem is what could you do with that pile of data. Here is what I did:
- First – clean up the spreadsheet.
- Second – fix the date field(s).
- Third – pull it all together.
- Finally – pull it into a geodatabase with subtypes and domains.
Then what? Here’s where the fun occurs. It was and continues to be my contention that this company’s strength lies in GIS. Give us a problem, describe it, and we’ll get the answer. That’s what we did and are still doing in this case. The ability to talk/reason through a problem is an art. The ability to translate from GIS to Biology is beyond art. I developed Home Ranges, I developed Core Areas. We’re now in a search to find imagery and more data to adequately describe the landscape and start making some decisions on their environment. Now – I wasn’t particularly happy with how I went through some of this. There was alot of back and forth on the abilities of ArcGIS and the general lack of information out on the Internet on developing some of this data. Plus a lot of contradictory information on what needed to be done. Also – it really pointed out how powerful Python is to fixing problems and how much more I need to spend working with it. It really highlighted a segment of my past life with Open Source Software – people need to be more open. If you provide free software – make it truly free. Provide the source code.

Home Ranges are nothing more than a Minimum Convex Polygons. Core areas are a statistical (more or less) representation of the area the animal inhabits the big break seems to be at 50% and 95%. So it’s like a statistical “Hot Spot” analysis – and not the “Hot Spot” functionality you get with Spatial Analyst. That drove me to use a program call Animal Space Use. This highlighted the disconnect between the GIS community and everyone else. In order to get the output from Animal Space Use I used a process developed by the Georgia Coastal Ecosytem LTER. They had developed a process that involved Excel and VBA scripts from within ArcGIS. People who aren’t GIS people develop answers to problems good or bad – work must continue. The answer works until the new version of ArcGIS comes out. Then a new answer gets rolled out and the vicious cycle continues. I really think that the bridge between Animal Space Use and the solution from Georgia Coastal Ecosystem either lies in .net or python. Python would probably be more stable. I’m currently thinking about seeing how much of it I can replicate in python to see what could be accomplished. Setting this up as a model would make life much much better.
Oh yeah – the point of all this – Coyotes actually inhabit an important niche. At least I think. As long as I can continue to provide GIS support and not filter through Coyote scat I’ll be quite happy.
Anyway – the coyote fun Continues. Curious? Contact Dr. Mowry at cmowry@berry.edu .
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Randal Hale ArcGIS Desktop, Conservation, GA URISA, Python ArcGIS Desktop, Conservation, GA URISA, Python, Spatial Analysis
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