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KernelHR 4.27

The program can be run either in interactive or command line mode. The program is highly flexible and powerful, allowing the user much control over the estimation method. Default values simplify operation in command line mode, and provide the methods that have been found to give the most accurate results (Seaman and Powell 1996). When used interactively, the program prompts the user to enter file names, and to make choices about what options to run. When run in command line mode, these choices are made with command line parameters.

Output includes area estimates from both the fixed and adaptive kernels (the fixed kernel estimate is highly preferred), as well as many indicators of internal conditions and diagnostics for the estimates. Optional output includes files of density estimates for numerical or graphical analysis, and contour levels for specified volume percentages of the estimated utilization distribution.

HIGHLIGHTS OF KERNELHR PROGRAM FEATURES

1. Many ranges can be run, either in a single file or in multiple files, without constant interaction from the keyboard. It is not necessary to make individual files for each home range, nor to start the program manually for each one.

2. There is no fixed limit to the number of observations per range. The program can run as many locations as the memory of your computer will hold. Rough calculations suggest that with 8 megs of RAM, the program should be able to handle about 10,000 observations per home range (providing that nothing else is using memory, i.e. you are not running within Windows, etc.).

3. The user has great control over the smoothing parameter. The major automated methods for choosing the level of smoothing are available (Least Squares Cross Validation, the Reference Method), as are manual methods. LSCV is performed on normalized data, making it suitable even for data measured in different units in the two dimensions (i.e. non-spatial data).

4. Output is available for almost any values calculated by the program. In addition to the area of the estimate, you can output densities or utilization distribution at grid points, or densities at observed locations. Furthermore, the program saves much information about each run: grid size, number of grid cells, amount of smoothing, method of selecting the smoothing parameter, and the volume of the estimate.

5. You can select the units for output of the area estimates: square kilometers, hectares, and square meters are available.

6. Contour levels for up to 11 levels of utilization distribution may be output. This is true "volume percentage" data, rather than "point percentage". Volume percentages give the exact percentage of the UD, point percentages only give estimates.

7. The level of smoothing can differ between the two dimensions.

8. The user has optional complete control over the grid spacing, there is no maximum grid size.

9. On the down-side... There are no pop-up menus or slick output graphics. All output is in ASCII format, and must be imported into a graphics or GIS program for presentation. But this gives you complete control and flexibility!

D. Erran Seaman
National Biological Service
Forest and Rangeland Ecosystem Science Center
Olympic Field Station
600 E. Park Ave.
Port Angeles WA 98362-6798

phone:(360) 452-0303
FAX:(360) 452-0348
e-mail:Erran_Seaman@NPS.GOV

Copyright ©2004 Illinois Natural History Survey. All rights Reserved.