Data Dictionary#
The resulting statistics file has the following fields.
Column / field / feature | Description | Type | Units |
---|---|---|---|
image |
Filename (minus extension) of scan. | str |
N/A |
threshold |
Whether grain is above or below a threshold. |
str |
N/A |
molecule_number |
Number of found grain (starts at 0 ) |
int |
N/A |
centre_x |
x co-ordinate of grain centre. | float |
m |
centre_y |
y co-ordinate of grain centre. | float |
m |
radius_min |
minimum distance from the centroid to edge of the grain. | float |
m |
radius_max |
maximum distance from the centroid to edge of the grain. | float |
m |
radius_mean |
mean distance from the centroid to the edge of the grain. | float |
m |
radius_median |
median distance from the centroid to the edge of the grain. | float |
m |
height_min |
Minimum height of grain. | float |
m |
height_max |
Maximum height of grain. | float |
m |
height_median |
Median height of grain. | float |
m |
height_mean |
Mean height of grain. | float |
m |
volume |
Volume of the grain calculated as the number of pixels multiplied by each height and scaled to metres. | float |
m^3 |
area |
Area of the grain itself calculated as the number of pixels scaled to metres. | float |
m^2 |
area_cartesian_bbox |
Area of the bounding box for the grain along the cartesian axes. (Not the smallest bounding box). | float |
m^2 |
smallest_bounding_width |
Width of the smallest bounding box for the grain (not along cartesian axes). | float |
m |
smallest_bounding_length |
Length of the smallest bounding box for the grain (not along cartesian axes). | float |
m |
smallest_bounding_area |
Area of the smallest bounding box for the grain (not along cartesian axes). | float |
m^2 |
aspect_ratio |
Aspect ratio of the grain (length / width), always >= 1. | float |
N/A |
max_feret |
Longest length of the grain (see Feret diameter). | float |
m |
min_feret |
Shortest width of the grain (see Feret diameter). | float |
m |
contour_lengths |
UNKNOWN | float |
m |
circular |
Whether the grain is a circular loop or not. | float |
True / False |
end_to_end_distance |
UNKNOWN | float |
m |
basename |
Directory in which images was found. | str |
N/A |