1 BCR Abbreviations – LGL: Lower Great Lakes / St. Lawrence Plain (13), ANF: Atlantic Northern Forest (14), SCP: Southeastern Coastal Plain (27), AMT: Appalachian Mountains (28), PMT: Piedmont (29), NMC: New England / Mid-Atlantic Coast (30), PFL: Peninsular Florida (31)
Table 3.3. Classification categories for USGS Land Use Land Cover (LULC) data used as baseline condition for ACJV circa mid-1970s (http://www.epa.gov/ngispgm3/spdata/EPAGIRAS/meta/metadata.txt).
Anderson Level
|
Description
|
I
|
II
|
|
1
|
|
Urban or built-up land
|
|
11
|
Residental
|
|
12
|
Commercial and services
|
|
13
|
Industrial
|
|
14
|
Transportation, communication, utilities
|
|
15
|
Industrial and commercial complexes
|
|
16
|
Mixed urban or built-up land
|
|
17
|
Other urban or built-up land
|
2
|
|
Agricultural land
|
|
21
|
Cropland and pasture
|
|
22
|
Orchards, groves, vineyards, nurseries and ornamental horticultural
|
|
23
|
Confined feeeding operations
|
|
24
|
Other agricultural land
|
3
|
|
Rangeland
|
|
31
|
Herbaceous rangeland
|
|
32
|
Shrub and brush rangeland
|
|
33
|
Mixed rangeland
|
4
|
|
Forest land
|
|
41
|
Deciduous forest land
|
|
42
|
Evergreen forest land
|
|
43
|
Mixed forest land
|
5
|
|
Water
|
|
51
|
Streams and canals
|
|
52
|
Lakes
|
|
53
|
Reservoirs
|
|
54
|
Bays and estuaries
|
6
|
|
Wetland
|
|
61
|
Forested wetland
|
|
62
|
Nonforested wetland
|
7
|
|
Barren land
|
|
71
|
Dry salt flats
|
|
72
|
Beaches
|
|
73
|
Sandy areas not beaches
|
|
74
|
Bare exposed rock
|
|
75
|
Strip mines, quarries, gravel pits
|
|
76
|
Transitional areas
|
Table 3.3 (cont.). Classification categories for USGS Land Use Land Cover (LULC) data used as baseline condition for ACJV circa mid-1970s (http://www.epa.gov/ngispgm3/spdata/EPAGIRAS/meta/metadata.txt).
Anderson Level
|
Descriptions
|
I
|
II
|
|
8
|
|
Tundra
|
|
81
|
Shrub and brush tundra
|
|
82
|
Herbaceous tundra
|
|
83
|
Bare ground
|
|
84
|
Wet tundra
|
|
85
|
Mixed tundra
|
9
|
|
Perennial snow or ice
|
|
91
|
Perennial snowfields
|
|
92
|
Glaciers
|
Table 3.4 NLCD two-level land cover classification system.
Level
|
Description
|
I
|
II
|
|
10
|
|
Water
|
|
11
|
Open Water
|
|
12
|
Perennial Ice/Snow
|
20
|
|
Developed
|
|
21
|
Low Intensity Residential
|
|
22
|
High Intensity Residential
|
|
23
|
Commercial/Industrial/Transportation
|
30
|
|
Barren
|
|
31
|
Bare Rock/Sand/Clay
|
|
32
|
Quarries/Strip Mines/Gravel Pits
|
|
33
|
Transitional
|
40
|
|
Forested Upland
|
|
41
|
Deciduous Forest
|
|
42
|
Evergreen Forest
|
|
43
|
Mixed Forest
|
50
|
|
Shrubland
|
|
51
|
Shrubland
|
60
|
|
Non-Natural Woody
|
|
61
|
Orchards/Vineyards/Other
|
70
|
|
Herbaceous Upland
|
|
71
|
Grasslands/Herbaceous
|
80
|
|
Planted/Cultivated
|
|
81
|
Pasture/Hay
|
|
82
|
Row Crops
|
|
83
|
Small Grains
|
|
84
|
Fallow
|
|
85
|
Urban/Recreational Grasses
|
90
|
|
Wetlands
|
|
91
|
Woody Wetlands
|
|
92
|
Emergent Herbaceous Wetlands
|
Table 3.5 Percent of landscape by land cover category for each data set and percent change between the mid-1970s (LULC) and mid-1990s (NLCD). Note that not all classes were reconcilable between the two data sets, thus caution must be used in interpreting change for Urban/Recreational Grasses category which only exited in the NLCD data.
Class
|
LULC
|
NLCD
|
% Change
|
Open Water
|
6.79%
|
7.36%
|
0.58%
|
Developed
|
5.83%
|
4.69%
|
-1.15%
|
Bare Rock/Sand/Clay
|
0.06%
|
0.11%
|
0.04%
|
Quarries/Strip Mines/Gravel Pits
|
0.34%
|
0.22%
|
-0.13%
|
Transitional
|
0.51%
|
1.80%
|
1.29%
|
Deciduous Forest
|
21.15%
|
28.26%
|
7.10%
|
Evergreen Forest
|
14.97%
|
14.43%
|
-0.54%
|
Mixed Forest
|
17.91%
|
12.60%
|
-5.30%
|
Shrubland
|
0.31%
|
0.14%
|
-0.17%
|
Orchards/Vineyards/Other
|
0.62%
|
0.37%
|
-0.25%
|
Grasslands/Herbaceous
|
1.01%
|
1.20%
|
0.19%
|
Planted/Cultivated
|
23.36%
|
18.94%
|
-4.43%
|
Urban/Recreational Grasses
|
|
0.41%
|
|
Woody Wetlands
|
5.17%
|
7.32%
|
2.15%
|
Emergent Herbaceous Wetlands
|
1.95%
|
2.16%
|
0.21%
|
Interpreting the changes in land cover composition between the 1970s LULC data and the1990s NLCD data is problematic due to inherent differences in how the data were collected and classified. The LULC data is based on interpreted aerial photographs using traditional photogrammetry techniques; whereas the NLCD data were from a digital sensor on a satellite in orbit and then processed by various computer-based classification algorithms. Some of the change in land cover classes between the two time periods (Table 3.5) is quite likely due to differences in how each data set was classified. In making a determination of what is a real change versus an issue with methodological differences, it is informative to look how individual pixels changed from the 1970s to the 1990s (Table 3.6). In order to correctly interpret this confusion matrix, it is important to keep in mind that the only valid comparisons are made oolumn-wise. For example, for pixels that were classified as Transitional (33) in the LULC data set, only 3.7% were still classified as Transitional in the mid-1990s. In accounting for this change, we see that 25% of the pixels were classified as Developed in the NLCD data set; an additional 31% were later classified as Forested. Examination of Table 3.6 shows that there is generally good agreement between the two classified data sets; remember there was a relatively low overall change over the 20 year interval.
Table 3.6. Matrix showing how land cover has changed in the ACJV between the 1970s and 1990s. Table shows percent of landscape that was classified as a given land cover type in the Land Use Land Cover (LULC) data set in the 1970s (columns) and their resulting classification in the 1992 National Land Cover Data (NLCD) data set (rows). Primary diagonal cells (highlighted in grey) show percent of landscape that the same classification in the two data sets. Note there was no comparable LULC category thus, class 85 is absent from that data set.
NLCD Land Cover Class
|
LULC Land Cover Class
|
|
11
|
20
|
31
|
32
|
33
|
41
|
42
|
43
|
51
|
61
|
71
|
80
|
85
|
91
|
92
|
11
|
92.1%
|
1.9%
|
24.3%
|
3.6%
|
3.1%
|
0.6%
|
0.7%
|
0.8%
|
2.2%
|
1.6%
|
1.5%
|
0.7%
|
|
2.1%
|
12.9%
|
20
|
0.6%
|
53.7%
|
5.6%
|
5.1%
|
25.2%
|
1.1%
|
1.7%
|
1.3%
|
5.1%
|
7.5%
|
6.7%
|
2.0%
|
|
0.8%
|
1.1%
|
31
|
0.1%
|
0.3%
|
32.2%
|
1.1%
|
0.6%
|
0.0%
|
0.1%
|
0.0%
|
0.8%
|
0.1%
|
0.2%
|
0.1%
|
|
0.1%
|
0.3%
|
32
|
0.0%
|
0.3%
|
0.2%
|
20.8%
|
1.2%
|
0.2%
|
0.1%
|
0.1%
|
0.1%
|
0.3%
|
0.4%
|
0.1%
|
|
0.1%
|
0.0%
|
33
|
0.1%
|
1.0%
|
0.8%
|
2.8%
|
3.7%
|
0.5%
|
6.1%
|
1.7%
|
1.3%
|
0.6%
|
1.8%
|
1.1%
|
|
1.5%
|
0.7%
|
41
|
1.3%
|
12.9%
|
10.1%
|
33.4%
|
15.4%
|
65.1%
|
16.4%
|
40.0%
|
19.6%
|
4.4%
|
0.0%
|
14.9%
|
|
4.2%
|
2.3%
|
42
|
1.3%
|
5.8%
|
5.3%
|
5.9%
|
15.5%
|
8.0%
|
39.0%
|
20.1%
|
11.0%
|
4.9%
|
17.3%
|
6.6%
|
|
17.0%
|
5.6%
|
43
|
0.9%
|
7.0%
|
4.9%
|
6.5%
|
7.6%
|
16.6%
|
17.2%
|
23.0%
|
8.4%
|
2.1%
|
0.0%
|
6.7%
|
|
4.5%
|
1.7%
|
51
|
0.1%
|
0.1%
|
0.5%
|
1.1%
|
1.0%
|
0.0%
|
0.5%
|
0.0%
|
2.5%
|
0.1%
|
0.3%
|
0.0%
|
|
0.2%
|
0.3%
|
61
|
0.0%
|
0.3%
|
0.1%
|
0.1%
|
0.7%
|
0.0%
|
0.1%
|
0.0%
|
1.2%
|
37.9%
|
2.2%
|
0.2%
|
|
0.2%
|
0.3%
|
71
|
0.1%
|
0.4%
|
1.1%
|
2.6%
|
6.4%
|
0.0%
|
1.0%
|
0.0%
|
4.4%
|
3.4%
|
25.6%
|
2.4%
|
|
1.1%
|
3.8%
|
80
|
0.7%
|
9.9%
|
1.6%
|
11.7%
|
8.1%
|
4.8%
|
6.1%
|
6.8%
|
16.0%
|
31.2%
|
13.1%
|
61.8%
|
|
4.0%
|
2.6%
|
85
|
0.0%
|
3.9%
|
0.6%
|
0.6%
|
1.3%
|
0.1%
|
0.1%
|
0.1%
|
1.5%
|
0.3%
|
0.6%
|
0.3%
|
|
0.1%
|
0.1%
|
91
|
1.1%
|
1.7%
|
3.6%
|
2.4%
|
6.9%
|
2.6%
|
9.7%
|
5.4%
|
16.1%
|
2.9%
|
17.5%
|
2.4%
|
|
58.7%
|
15.1%
|
92
|
1.5%
|
0.9%
|
9.0%
|
2.1%
|
3.2%
|
0.3%
|
1.2%
|
0.5%
|
9.8%
|
2.7%
|
12.7%
|
0.7%
|
|
5.2%
|
53.1%
|
Land Cover Class Codes: 11: Open Water, 20: Developed, 31: Bare Rock/ Sand/Clay, 32: Quarries/Strip Mines/Gravel Pits, 33: Transitional, 41: Deciduous Forest, 42: Evergreen Forest, 43: Mixed Forest, 51: Shrubland, 61: Orchards/Vineyards/Other, 71: Grasslands/Herbaceous, 80: Planted/Cultivated, 85: Urban/Recreational Grasses, 91: Woody Wetlands, 92: Emergent Herbaceous Wetlands
|