Land Cover Trends Project

Willamette Valley Ecoregion Summary

By Tamara S. Wilson and Daniel G. Sorenson 1

Click to see available downloads for this ecoregion

See caption

Figure 1.  Willamette Valley ecoregion and surrounding ecoregions.  Information shown includes land-use/land-cover data from the 1992 National Land Cover Dataset (Vogelmann and others, 2001) and the 32 randomly selected 100 km2 sample blocks used to create estimates of change for the entire ecoregion.  Click to enlarge.

 

Ecoregion Description

 

The Willamette Valley ecoregion (as defined by Omernik, 1987; Environmental Protection Agency, 1999) covers approximately 14,400 km², making it one of the smallest ecoregions in the conterminous United States (fig. 1). The alluvial valley extends 193 km (120 mi) north to south over, ranging from 32 to 64 km in width (20 to 40 mi), and is wedged between the sedimentary-basalt Coast Range to the west and the basaltic Cascade Mountains to the east. The Willamette River watershed is the largest in Oregon, with headwaters in the Cascades draining northward into the Columbia River near the ecoregion’s northern boundary in Washington State. Interstate Highway 5 runs the length of the Willamette Valley to its southern boundary with the Klamath Mountains. Topography here is relatively flat with elevations ranging from sea level to 122 meters (400 feet). The Willamette Valley is considered the most important agricultural region in Oregon given its even terrain, mild wet winters, warm dry summers, and nutrient-rich soil (Sinclair, 2005, Oregon Department of Fish and Wildlife, 2006). More than 2,300,000 people called Willamette Valley home in 2000 (Oregon Department of Fish and Wildlife, 2006), and population centers are concentrated along the valley floor (fig. 2).  Portland is the largest city with 529,121 residents (U.S. Census Bureau, 2000). Other sizable cities in the ecoregion include Eugene, Salem (Oregon State capitol), and Vancouver, W ashington.

 

            High-technology, manufacturing, construction, and services industries dominate the urban economy in the Willamette Valley, yet agriculture, forestry, and forest products are major drivers of the region’s economy as well (figs. 3 and 4). The valley is a major producer of grass seed, ornamental plants, fruits, nuts, vegetables, and grains, as well as poultry, beef, and dairy products. The forestry and logging industries are primary employers of the valley’s rural residents (Oregon Department of Employment, 2006). Most of the forest cover is located along the foothills lining the ecoregion’s perimeter (fig. 1). The combined impact of timber harvesting (mechanical disturbance) and agricultural activities has altered the Willamette Valley watershed, with forestry contributing to river sedimentation and agricultural runoff impacting water quality in the Willamette River and its tributary streams (Oregon Department of Fish and Wildlife, 2006). 

 

            Recent years have seen a marked decline in forest health related to the increased frequency of multi-year droughts (ODF, 2008). Insect damage and other diseases are also present, however, drought-related water stress is the primary factor in coniferous tree mortality in the Willamette Valley. Trees most at risk include Douglas-fir (Pseudotsuga menziesii), grand fir (Abies grandis), and western red cedar (Thuja plicata). Overstocking by timber companies and planting on sites with poor soil conditions increases tree susceptibility, with mortality occuring most often at low-elevation sites (Oregon Department of Forestry, 2008) such as those sampled in our study.

 

Contemporary Land-Cover Change (1973 to 2000)

 

Between 1973 and 2000, the areal extent of land-use/land-cover (LU/LC) change in the Willamette Valley was 14.5 percent, or approximately 2,035.9 km² of area changed (table 1). The footprint of change can be interpreted as the area that experienced LU/LC change during at least one of the four multi-year periods comprising the 27-year study period. Overall, an estimated 1,240 km² of land-cover experienced change in at least one of the time periods, 594 km² changed during two time periods, 195 km² changed during three periods, and less than 7 km² of sampled land area changed during all four time periods. 

 

The average annual rate of LU/LC change in Willamette Valley from 1973 to 2000 was 0.8 percent (113.6  km²) of change each year in the 27-year study period (table 2). This measurement is a cumulative average of the annual average-change values for each time period reported. A closer look at successive time intervals reveals a steady increase in change estimates during the study period (table 2).  Between 1973 and 1980, the annual rate of change was 0.4 percent (62.5 km²), increasing to 0.7 percent (97.9 km²) from 1980 to 1986. The annual rate of change rises to 1.0 percent (139.6 km²) from 1986 to 1992 and to 1.1 percent (154.2 km²) from 1992 to 2000 (table 2). 

 

Our results illustrate a domi­nance of four of the ten LU/LC classes in Willamette Valley in 2000:  agriculture (45.1 percent), forest/woodland (33.5 percent), developed/urban (12.6 percent), and mechanically disturbed (4.0 per­cent; table 3). These estimates from our sampled area are similar to LU/LC percentages reported for the entire ecoregion by the Oregon Department of Fish and Wildlife’s “Ecoregions: Willamette Valley Ecoregion” report (2006). The remaining six LU/LC classes account for the final 4.8 percent of the classified landscape in 2000.  Each of these classes alone represents less than two percent of the sampled area (table 3). Between 1973 and 2000, the LU/LC classes experiencing statistically significant (Wilcoxon statistical test for linear and quadratic trends, P< 0.05) net change in relation to the total ecoregion area include net losses of forest cover (- 4.1 percent) and agricultural land (- 2.2 percent) and net gains in developed area (+ 3.1 percent) and mechanically disturbed land (+ 2.8 percent; table 3).   

 

A closer look at per period net change estimates reveals within-class variability for those LU/LC classes experiencing spatio-temporal fluctuations during the study period (fig. 5). Analysis of net change (area gained and lost) in individual LU/LC classes by period shows class fluctuations throughout the 27-year study period. Classes may experience gains and losses in area within and between time intervals (fig.5). For example, mechanically disturbed land experienced a net increase of 2.8 percent from 1973 to 2000, but variable rates of forest cutting and other disturbances throughout the study period show a gross change (sum of positive and negative change) of 3.3 percent (table 3). This equates to a net change in mechanically disturbed area of 404.7 km² compared to a gross change of 476.3 km² during the entire study period.   

 

The "from-to" information afforded by a post classification comparison allowed us to identify LU/LC class conversions and to rank these conversions according to their magnitude. The most frequent conversions from 1973 to 2000 are shown in table 4. An estimated 80.6 percent of land-cover class conversions were related to timber harvesting, forest loss, and successional regrowth (fig. 6). Of these changes, 41.2 percent represent the mechanical disturbance of forests with 14.7 percent recovering directly back to forest and 11.6 percent transitioning to grass/shrubland. Overall, the cumulative impact of forest clearing represents 1,254 km2 of disturbed landscape (table 4). The majority of LU/LC changes in the Willamette Valley occurred in the low-elevation forested foothills along the ecoregion periphery (fig.7). As a result, a percentage of the forest loss in our year 2000 classifications may potentially be attributed to hydrologic and climatologic changes affecting forest health in the ecoregion, rather than to timber harvesting alone.

 

Our analysis shows forestry intensifying during the study period - a trend not seen in any other western U.S. ecoregion analyses. Because 96 percent of forested lands in the Willamette Valley are privately owned (Oregon Department of Fish and Wildlife, 2006), logging restrictions imposed on public lands by Federal laws, such as the Endangered Species Act, are not enforceable. When the northern spotted owl was listed as endangered in 1990, sizeable tracts of federally-owned forest in the Pacific Northwest were taken out of production and preserved as habitat (Daniels, 2005). Consequently, between 1988 and 1996, timber harvesting rates in the Pacific Northwest fell 87 percent in national forests alone and 38 percent overall (Warren 1992, 1999). However, dramatic increases in timber harvesting occurred in the Willamette Valley at this time, in contrast to regional trends. Our estimates show that between 1992 and 2000, an additional 206 km2 (127.7 mi2) of timberland was harvested or cleared as compared to the previous time period (1986 to 1992; table 4). These estimates suggest that increased logging restrictions on national forest land outside of the Willamette Valley led to increased logging on private land within the valley (Sinclair, 2005) to meet national and international timber market demands (Daniels, 2005). Within the ecoregion, logging restrictions on private land are only applicable where plots are adjacent to fish bearing streams, as regulated by the Oregon Forest Practices Act (1971; Sinclair, 2005). Where logging does occur in privately-held forests, the goal is maximization of wood yield with more frequent cutting of younger trees (Sinclair, 2005). 

 

Another important LU/LC conversion is the loss of agricultural lands to development (table 4).  In the first change period (1973 to 1980), only 45.0 km² of agricultural lands were converted to development, however, this number nearly tripled between 1980 and 1986 to 132.0 km². This development trend drops off somewhat in the third change period (1986 to 1992) to 77.0 km² and rises again to 93.0 km² in the last change period (1992 to 2000). Individual sample block results show these trends concentrated in 4 of the 32 sample blocks within the greater Portland, OR. - Vancouver, WA. metropolitan area (63.7 percent between 1973 and 2000; sample blocks 17, 34, 40, 42; fig. 2). Of the four blocks, sample block 17 alone accounted for 34.3 percent of farmland to development conversions during the study period, and it is the only block located in Washington State. This trend may be a function of differential State land-use planning. Whereas Oregon enacted the Land Conservation Development Plan back in 1973, Washington land use planning law did not take effect until after passage of the Growth Management Act in 1990 (Kline and Alig, 1997). The Oregon law mandated all cities and counties in the state prepare urban growth plans and set growth boundaries; this was completed in 1986. Oregon experienced some of its greatest urban growth rates during this time (1980-1986), according to our change estimates. This growth occurred just prior to completion and submission of the comprehensive growth management plans.

 

References

 

Daniels, J.M., 2005, The rise and fall of the Pacific Northwest log export market: U.S.

Department of Agriculture, Forest Service, Pacific Northwest Research Station General Technical

Report PNW-GTR-624, 88 p. [http://www.fs.fed.us/pnw/pubs/pnw_gtr624.pdf, last accessed Januraly 15, 2008]

 

EPA, 1999, Level III Ecoregions of the Continental United States: U.S. Environmental Protection

Agency, National Health and Environmental Effects Research Laboratory, Corvallis, Oregon, 1 map, scale 1:7,500,000.

 

Kline, Jeffrey, and Alig, R.J., 1997, The impact of Oregon’s Land Use Planning Program on

forest and agricultural land retention:  Proceedings of the 31st Annual Pacific Northwest

Regional Economic Conference, Spokane, Wash., April 24-26, 1997.

 

Omernik, J.M., 1987, Ecoregions of the conterminous United States: Annals of the Association of

American Geographers, v. 77, p.118-125.

 

Oregon Department of Employment, 2006, Oregon’s forestry and logging industry: Particularly

important to rural areas: [http://www.qualityinfo.org/olmisj/ArticleReader?itemid=00004977,

last accessed May 12, 2008]

 

Oregon Department of Forestry, 2008, Drought and conifer mortality in the Willamette Valley: 

last accessed April 16, 2008].

 

Oregon Department of Fish and Wildlife, 2006, The Oregon Conservation Strategy:

Willamette Valley Ecoregion: [http://www.dfw.state.or.us/conservationstrategy/document_pdf/b-eco_wv.pdf, p. 234-235, last accessed May 23, 2008].

 

Sinclair, M., 2005, Willamette River Basin: Challenge of change: The Willamette Partnership, Oregon

Explorer, p. 44.

 

U.S. Census Bureau, 2008, [http://www.census.gov/prod/www/abs/decennial/index.htm, last

accessed April 28, 2008].

 

Vogelmann, J.E., Howard, S.M., Yang, L., Larson, C.R., Wylie, B.K., and van Driel, N., 2001,

Completion of the 1990s National Land Cover Data Set for the conterminous United States

from Landsat Thematic Mapper data and ancillary data sources: Photogrammetric Engineering

& Remote Sensing, v. 67, p. 650-662.

 

Warren, D.D., 1992, Production, prices, employment, and trade in Northwest forest industries, fourth

quarter 1991: U.S. Department of Agriculture, Forest Service, Pacific Northwest Research

Station, Resource Bulletin PNW-RB-192, 112 p.

 

Warren, D.D., 1999, Production, prices, employment, and trade in Northwest forest industries, fourth

quarter 1997: U.S. Department of Agriculture, Forest Service, Pacific Northwest Research

Station, Resource Bulletin PNW-RB-230, 130 p.

 

 

Figures and Tables

 

See caption

Figure 1.  Willamette Valley ecoregion and surrounding ecoregions.  Information shown includes land-use/land-cover data from the 1992 National Land Cover Dataset (Vogelmann and others, 2001) and the 32 randomly selected 100 km2 sample blocks used to create estimates of change for the entire ecoregion. 

See caption

 

Figure 2:  Figure 2. Willamette Valley ecoregion and major metropolitan areas.  32 - 100 km² sample blocks were randomly selected. Green shaded areas represent metropolitan areas. 


See caption

 

Figure 3.  Vineyard adjacent to forested foothills in Willamette Valley.  Note the recovering mechanical disturbance (clear-cut) adjacent to the forested area in the background.

 

See caption

 

Figure 4.  Lumber yard and forest in Willamette Valley.  Note the clear-cut at right in the background. 


Table 1. Overall Spatial Change in the Willamette Valley. Percentage of the ecoregion that experienced detectable change during the study period. 

85% Confidence Interval

 

% of Ecoregion

 +/- (%)

Lower

Upper

Standard

error

Relative

error

Ecoregion area (km²)

 +/- (km²)

 (1973-2000)

All Change

14.5

2.9

11.6

17.5

2.0

13.7

2035.9

411.9

1 Change

8.9

1.7

7.1

10.6

1.2

13.1

1239.7

239.5

2 Changes

4.2

1.2

3.0

5.5

0.8

19.8

594.2

173.5

3 Changes

1.4

0.5

0.9

1.9

0.3

23.6

195.3

68.2

4 Changes

0.0

0.0

0.0

0.1

0.0

33.4

6.7

3.3

 

Table 2. Overall change in the Willamette Valley ecoregion per time interval in percent stratum (top) and km² (bottom).

 

 

 

 

 

 

 

 

% stratum

 

85% Confidence Interval

 

 

 

 

Change estimate

+/-

Lower bound

Upper bound

Standard error

Relative error

Average annual %

1973 to 1980

3.0

1.0

2.2

4.1

0.6

20.4

0.4

1980 to 1986

4.1

1.0

3.1

5.0

0.6

15.9

0.7

1986 to 1992

5.8

1.4

4.4

7.2

0.9

16.0

1.0

1992 to 2000

8.6

2.1

6.5

10.6

1.4

16.2

1.1

Average

 1973-2000

5.4

 

 

 

 

 

0.8

 

 

 

 

 

 

 

 

km²

 

85% Confidence Interval

 

 

 

 

Change estimate

+/-

Lower bound

Upper bound

Standard error

Relative error

Average annual %

1973 to 1980

437.8

150.5

315.8

588.3

0.3%

42.8%

62.5

1980 to 1986

587.5

137.5

449.9

725.0

0.7%

43.3%

97.9

1986 to 1992

837.7

197.5

640.2

1035.1

1.8%

47.2%

139.6

1992 to 2000

1233.5

295.2

938.3

1528.7

1.4%

50.2%

154.2

Average

1973-2000

774.1

 

 

 

 

 

113.6

 

 

 

 

 

Table 3. Land-cover trends in the Willamette Valley ecoregion. [Percentages and amounts of each land cover class for each of the five mapped dates and associated margins of error.

* Wilcoxon linear trend significance. P-values less than 0.05 indicate significance at the alpha=0.05 level.

t Wilcoxon quadratic trend significance. P-values less than 0.05 indicate significance at the alpha=0.05 level.]

 

WATER

DEVELOPED*

MECH. DIST.*t

MINING

BARREN

FOREST*t

GRASS/SHRUB*t

AGRICULTURE*

WETLAND

 

%

85% CI

% area

85% CI

% area

85% CI

% area

85% CI

% area

85% CI

% area

85% CI

% area

85% CI

% area

85% CI

% area

85% CI

1973

1.8%

0.8%

9.4%

3.6%

1.2%

0.5%

0.2%

0.1%

0.0%

0.0%

37.7%

6.0%

0.8%

0.4%

47.3%

6.2%

1.6%

0.9%

1980

1.8%

0.8%

9.9%

3.8%

0.9%

0.4%

0.2%

0.1%

0.0%

0.0%

37.6%

6.0%

1.1%

0.3%

46.9%

6.3%

1.5%

0.8%

1986

1.8%

0.8%

10.9%

4.0%

1.4%

0.4%

0.2%

0.1%

0.0%

0.0%

36.6%

5.9%

1.3%

0.4%

46.2%

6.3%

1.5%

0.8%

1992

1.8%

0.8%

11.6%

4.3%

2.6%

0.8%

0.2%

0.1%

0.0%

0.0%

34.9%

5.6%

1.5%

0.4%

45.8%

6.3%

1.5%

0.8%

2000

1.8%

0.8%

12.6%

4.5%

4.0%

1.2%

0.2%

0.1%

0.1%

0.0%

33.5%

5.3%

1.2%

0.4%

45.1%

6.3%

1.5%

0.8%

Change

0.1%

 

3.1%

 

2.8%

 

0.0%

 

0.0%

 

-4.1%

 

0.4%

 

-2.2%

 

-0.1%

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

WATER

DEVELOPED*

MECH. DIST.*t

MINING

BARREN

FOREST*t

GRASS/SHRUB*t

AGRICULTURE*

Wetland

 

(km²)

85% CI

(km²)

85% CI

(km²)

85% CI

(km²)

85% CI

(km²)

85% CI

(km²)

85% CI

(km²)

85% CI

(km²)

85% CI

(km²)

85% CI

1973

252.1

115.2

1356.4

521.3

171.1

74.9

28.5

13.0

6.3

2.9

5427.7

865.4

119.9

59.0

6812.8

897.1

225.1

122.4

1980

262.6

113.8

1419.6

541.4

135.3

51.8

31.3

14.4

5.7

2.9

5417.5

869.8

152.6

49.0

6760.3

904.3

215.1

116.6

1986

258.6

113.8

1570.3

576.0

206.3

59.0

31.4

14.4

6.4

2.9

5276.3

849.6

188.3

53.3

6647.0

900.0

215.5

116.6

1992

259.9

113.8

1677.4

612.0

370.5

108.0

29.8

13.0

5.8

2.9

5030.3

809.3

209.5

57.6

6602.2

901.4

214.7

115.2

2000

263.9

115.2

1809.0

648.0

575.8

178.6

30.4

13.0

7.3

2.9

4830.2

766.1

173.9

57.6

6492.0

901.4

217.3

116.6

Change

11.8

 

452.6

 

404.7

 

1.9

 

0.9

 

-597.5

 

54.0

 

-320.8

 

-7.8

 

Table 3. Land-cover trends in the Willamette Valley ecoregion. [Percentages and amounts of each land cover class for each of the five mapped dates and associated margins of error.

* Wilcoxon linear trend significance. P-values less than 0.05 indicate significance at the alpha=0.05 level.

t Wilcoxon quadratic trend significance. P-values less than 0.05 indicate significance at the alpha=0.05 level.]

 

WATER

DEVELOPED*

MECH. DIST.*t

MINING

BARREN

 

%

85% CI

% area

85% CI

% area

85% CI

% area

85% CI

% area

85% CI

1973

1.8%

0.8%

9.4%

3.6%

1.2%

0.5%

0.2%

0.1%

0.0%

0.0%

1980

1.8%

0.8%

9.9%

3.8%

0.9%

0.4%

0.2%

0.1%

0.0%

0.0%

1986

1.8%

0.8%

10.9%

4.0%

1.4%

0.4%

0.2%

0.1%

0.0%

0.0%

1992

1.8%

0.8%

11.6%

4.3%

2.6%

0.8%

0.2%

0.1%

0.0%

0.0%

2000

1.8%

0.8%

12.6%

4.5%

4.0%

1.2%

0.2%

0.1%

0.1%

0.0%

Change

0.1%

 

3.1%

 

2.8%

 

0.0%

 

0.0%

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

WATER

DEVELOPED*

MECH. DIST.*t

MINING

BARREN

 

(km²)

85% CI

(km²)

85% CI

(km²)

85% CI

(km²)

85% CI

(km²)

85% CI

1973

252.1

115.2

1356.4

521.3

171.1

74.9

28.5

13.0

6.3

2.9

1980

262.6

113.8

1419.6

541.4

135.3

51.8

31.3

14.4

5.7

2.9

1986

258.6

113.8

1570.3

576.0

206.3

59.0

31.4

14.4

6.4

2.9

1992

259.9

113.8

1677.4

612.0

370.5

108.0

29.8

13.0

5.8

2.9

2000

263.9

115.2

1809.0

648.0

575.8

178.6

30.4

13.0

7.3

2.9

Change

11.8

 

452.6

 

404.7

 

1.9

 

0.9

 

 

 

Table 3. Part 2.

 

 

FOREST*t

GRASS/SHRUB*t

AGRICULTURE*

WETLAND

 

% area

85% CI

% area

85% CI

% area

85% CI

% area

85% CI

1973

37.7%

6.0%

0.8%

0.4%

47.3%

6.2%

1.6%

0.9%

1980

37.6%

6.0%

1.1%

0.3%

46.9%

6.3%

1.5%

0.8%

1986

36.6%

5.9%

1.3%

0.4%

46.2%

6.3%

1.5%

0.8%

1992

34.9%

5.6%

1.5%

0.4%

45.8%

6.3%

1.5%

0.8%

2000

33.5%

5.3%

1.2%

0.4%

45.1%

6.3%

1.5%

0.8%

Change

-4.1%

 

0.4%

 

-2.2%

 

-0.1%

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

FOREST*t

GRASS/SHRUB*t

AGRICULTURE*

WETLAND

 

(km²)

85% CI

(km²)

85% CI

(km²)

85% CI

(km²)

85% CI

1973

5427.7

865.4

119.9

59.0

6812.8

897.1

225.1

122.4

1980

5417.5

869.8

152.6

49.0

6760.3

904.3

215.1

116.6

1986

5276.3

849.6

188.3

53.3

6647.0

900.0

215.5

116.6

1992

5030.3

809.3

209.5

57.6

6602.2

901.4

214.7

115.2

2000

4830.2

766.1

173.9

57.6

6492.0

901.4

217.3

116.6

Change

-597.5

 

54.0

 

-320.8

 

-7.8

 

 

See caption

Figure 5. Per period net change for each mapped land cover class.  Areas above the zero percent axis represent net gains for a land cover class, while areas below the zero percent axis represent net losses. 

 

 

 

 

 

 

 

Table 4. Common land-cover conversions in the Willamette Valley ecoregion. [Top five land-cover conversions, margin of error, standard error, and as a percentage of all changes.]

Period

From class

To class

Area changed (km²)

Standard Error

85% CI +/- (km²)

% of ecoregion

% of all changes

1973-1980

Forest

Mech. disturbed

127.0

36.0

53.0

0.9

28.8

 

Mech. disturbed

Grass/shrubland

85.0

28.0

42.0

0.6

19.3

 

Mech. disturbed

Forest

85.0

30.0

44.0

0.6

19.3

 

Grass/shrubland

Forest

52.0

26.0

38.0

0.4

11.8

 

Agriculture

Developed

45.0

18.0

26.0

0.3

10.2

 

Other classes

Other classes

47.0

n/a

n/a

0.3

10.7

 

 

 

441.0

 

 

3.1

100

 

 

 

 

 

 

 

 

1980-1986

Forest

Mech. disturbed

201.0

40.0

59.0

1.4

34.8

 

Agriculture

Developed

132.0

55.0

81.0

0.9

22.9

 

Mech. disturbed

Grass/shrubland

94.0

23.0

35.0

0.7

16.3

 

Grass/shrubland

Forest

60.0

20.0

30.0

0.4

10.4

 

Mech. disturbed

Forest

34.0

15.0

23.0

0.2

5.9

 

Other classes

Other classes

56.0

n/a

n/a

0.4

9.7

 

 

 

577.0

 

 

4.0

100

 

 

 

 

 

 

 

 

1986-1992

Forest

Mech. disturbed

360.0

74.0

110.0

2.5

43.5

 

Mech. disturbed

Grass/shrubland

119.0

27.0

39.0

0.8

14.4

 

Grass/shrubland

Forest

102.0

30.0

45.0

0.7

12.3

 

Agriculture

Developed

77.0

24.0

35.0

0.5

9.3

 

Mech. disturbed

Forest

73.0

20.0

30.0

0.5

8.8

 

Other classes

Other classes

96.0

n/a

n/a

0.7

11.6

 

 

 

827.0

 

 

5.7

100

 

 

 

 

 

 

 

 

1992-2000

Forest

Mech. disturbed

566.0

123.0

182.0

3.9

46.3

 

Mech. disturbed

Forest

256.0

65.0

96.0

1.8

20.9

 

Grass/shrubland

Forest

138.0

35.0

51.0

1.0

11.3

 

Mech. disturbed

Grass/shrubland

102.0

25.0

38.0

0.7

8.3

 

Agriculture

Developed

93.0

27.0

39.0

0.6

7.6

 

Other classes

Other classes

67.0

n/a

n/a

0.5

5.5

 

 

 

1,222.0

 

 

8.5

100

Overall:

 

 

 

 

 

 

 

1973-2000

Forest

Mech. disturbed

1,254.0

250.0

369.0

8.7

41.2

 

Mech. disturbed

Forest

447.0

120.0

177.0

3.1

14.7

 

Mech. disturbed

Grass/shrubland

399.0

86.0

126.0

2.8

13.1

 

Grass/shrubland

Forest

352.0

89.0

131.0

2.4

11.6

 

Agriculture

Developed

347.0

111.0

164.0

2.4

11.4

 

Forest

Developed

81.0

28.0

41.0

0.6

2.7

 

Forest

Agriculture

76.0

23.0

34.0

0.5

2.5

 

Agriculture

Mech. disturbed

27.0

9.0

14.0

0.2

0.9

 

Mech. disturbed

Developed

22.0

9.0

13.0

0.2

0.7

 

Agriculture

Forest

15.0

3.0

4.0

0.1

0.5

 

Other classes

Other classes

23.0

n/a

n/a

0.2

0.8

 

 

 

3,043.0

 

 

21.1

100.0

 

 

See caption

 

Figure 6.  Most common LU/LC class conversions in the Willamette Valley ecoregion mapped between 1973 and 2000 and expressed as a percentage of total square kilometers changed. 


See caption

Figure 7.  Ecoregion-wide distribution of cumulative land-use/land-cover change (km2) from 1973 to 2000 in the Willamette Valley.   

 

 

 

[1] U.S. Geological Survey, Western Geographic Science Center, Menlo Park, CA 94025

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