Tool Multi-Band Variation
Calculates for each cell the spectral variation based on feature space distances to the centroid for all cells in specified neighbourhood. The average distance has been used for Spectral Variation Hypothesis (SVH).
References
- Palmer, M.W., Earls, P., Hoagland, B.W., White, P.S., Wohlgemuth, T. (2002): Quantitative tools for perfecting species lists.
- Author: O.Conrad (c) 2010
- Menu: Spatial and Geostatistics|Grids
Parameters
| Name | Type | Identifier | Description | Constraints |
Input | Bands | Grid list (input) | BANDS | - | - |
Output | Mean Distance | Grid (output) | MEAN | - | - |
Standard Deviation | Grid (output) | STDDEV | - | - |
Distance | Grid (output) | DIFF | - | - |
Options | Grid system | Grid system | PARAMETERS_GRID_SYSTEM | - | - |
Radius [Cells] | Integer | RADIUS | - | Minimum: 0 Default: 1 |
Weighting Function | Choice | DW_WEIGHTING | - | Available Choices: [0] no distance weighting [1] inverse distance to a power [2] exponential [3] gaussian weighting Default: 0 |
Inverse Distance Weighting Power | Floating point | DW_IDW_POWER | - | Minimum: 0.000000 Default: 1.000000 |
Inverse Distance Offset | Boolean | DW_IDW_OFFSET | Calculates weights for distance plus one, avoiding division by zero for zero distances | Default: 1 |
Gaussian and Exponential Weighting Bandwidth | Floating point | DW_BANDWIDTH | - | Minimum: 0.000000 Default: 1.000000 |
Command-line
Usage: saga_cmd statistics_grid 9 [-BANDS <str>] [-MEAN <str>] [-STDDEV <str>] [-DIFF <str>] [-RADIUS <num>] [-DW_WEIGHTING <str>] [-DW_IDW_POWER <double>] [-DW_IDW_OFFSET <str>] [-DW_BANDWIDTH <double>]
-BANDS:<str> Bands
Grid list (input)
-MEAN:<str> Mean Distance
Grid (output)
-STDDEV:<str> Standard Deviation
Grid (output)
-DIFF:<str> Distance
Grid (output)
-RADIUS:<num> Radius [Cells]
Integer
Minimum: 0
Default: 1
-DW_WEIGHTING:<str> Weighting Function
Choice
Available Choices:
[0] no distance weighting
[1] inverse distance to a power
[2] exponential
[3] gaussian weighting
Default: 0
-DW_IDW_POWER:<double> Inverse Distance Weighting Power
Floating point
Minimum: 0.000000
Default: 1.000000
-DW_IDW_OFFSET:<str> Inverse Distance Offset
Boolean
Default: 1
-DW_BANDWIDTH:<double> Gaussian and Exponential Weighting Bandwidth
Floating point
Minimum: 0.000000
Default: 1.000000