Tom's Blog

Saturday, February 17, 2018

Measuring the canopy coverage of an oak savanna

Typical open canopy of a savanna. This is a July view of the northwest side of Unit 10.



Quite a few methods for measuring a forest canopy cover exist, but on-the-ground methods are very time-consuming. However, with a good air photo, the analysis can be done very easily with GIS.

At Pleasant Valley Conservancy we have over 40 acres of high-quality oak savanna and a similar amount of oak woodland. Because of the heterogeneity of PVC, the canopy cover varies widely. I was interested in determining the coverage of some different sites and I was also interested in observing the changes in canopy coverage with time.

The general procedure in ArcMap was to overlay a digital grid of dots over an air photo whose sites are delineated, and count the percentage of dots that are over trees. However, because dots are difficult to see against the tree background, I used triangles, with the lower right corner of the triangle used as the “dot”. I created the grid in Corel Draw, saved it as a GIF file, and imported it into ArcMap as a layer.

I used air photos from various years to give a wide time series. The oldest air photo was from 1937. I adjusted the contrast and brightness so that the tree images were sharp. Color photos were converted to B/W.

Previously I had created a GIS layer that had the outlines of each management unit. Thus, I could determine the canopy cover for any PVC area. The photo shows the digital grid and management  units on top of the 1937 air photo.

A portion of PVC showing the dot overlay of the 1937 air photo. The lower right corner of the triangle was considered to be the "dot".
The Unit labels can be turned off when doing the measurements.

The accuracy of this technique depends on the density of the digital grid, and the ability to recognize the edge of the tree canopy. Some air photos were better than others, but all were of sufficient quality for my purposes.


% canopy coverage

Year
Vegetation
Unit
1937
1990
2005
2010

4
0
66
0
0
Prairie remnant
6
43
92
40
40
Bur oak savanna
8
77
100
57
45
Bur oak savanna
9
49
88
46
38
Bur oak savanna
10
54
93
44
46
Bur oak savanna
11A
30
97
36
40
Bur oak savanna
12A
31
89
28
36
White oak savanna

The drastic change from 1937 to 1990 shows what happens in the absence of fire. We started clearing the bad stuff in 1998 and by 2005 we had most of PVC cleared. In most units, the canopy cover is lower in 2005 than it was in 1937, probably reflecting the extent of our restoration work. As expected, there is little change between 2005 and 2010.

Another procedure for canopy analysis is on-the-ground vertical photography with a fish-eye lens. This makes it possible to determine the canopy coverage at any site. I used this procedure when I was studying the distribution of purple milkweed, a classic savanna species. Most of the sites where purples were established had about 50% coverage. 

An image of a purple milkweed site with a superimposed grid is shown in the photo below.

Vertical image taken with a fish-eye lens.
Each grid corner represents a dot".
I estimated 55% coverage for this image.




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