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Modeling Urbanization
in the
Chesapeake Bay Watershed

Peter Claggett, Fred Irani, Renee Thompson, and David Donato
October 29, 2013
Delaware Watershed Forum
•U.S. Department of the Interior
•U.S. Geological Survey
Chesapeake Bay Watershed, U.S.A.
Future Population in Chesapeake Region
60

Population (millions)

50

40

IPCC SRES
A2
30

B2
A1

B1
Trend

20

10

0
1950 1960 1970 1980 1990 2000 2010 2020 2030 2040 2050 2060 2070 2080 2090 2100
Year
The Chesapeake Bay Land Change Model
(CBLCM)
Purposes:
1. To provide the specific land-use data input
needs for the Watershed
Model, accommodating the best available
regional data.

2. To inform restoration strategies and policies
through simulating alternative future land use
scenarios.
The Bay TMDL: A Restoration Blueprint
Total Maximum Daily Load (TMDL) allocation:
The amount of nitrogen, phosphorus, and sediment that
the Chesapeake Bay can receive while sustaining water
clarity, dissolve oxygen, and chlorophyll-a levels that
support living resources.

States and localities are required to implement Best
Management Practices to reduce nutrient and sediment
loads by 2025.
States and localities are required to maintain reductions
forever.
2010
2000
1990
1980
1970
1960
1950
1940 Housing Density

Counties
Chesapeake Bay
Census Total Housing Units
Units per Acre
0.0 - 0.1
0.2
0.3 - 0.5
0.6 - 1.0
1.1 - 2.0
2.1 - 3.0
3.1 - 5.0
5.1 - 10.0
10.1 - 75.3
0

Updated analysis following methods outlined by Hammer, et al., 2004.
How does the CBLCM work?
Population
Projections

Housing
Projections

Employment
Projections

Infill/
Redevelopment

Density
Assumptions

Land Suitable for
development

Residential and Commercial Land Demand

Factors Affecting
Location of Growth

US Census
1980 - 2010

Urban-----------Suburban---------------Rural
Development
Location, Extent, and
Patterns
1984 - 2006

Probability of
development
Fine-scale Allocation and Simulation
of Development
Value

Probability (yr. 2010)

High : 16.8061

High

Anne Arundel
County

Low

Low : 0.00213435

Prince George’s
County
Value

Housing Density
(yr. 2010)
2100)

High : 16.8061

High

Anne Arundel
County

Low : 0.00213435

Low

Prince George’s
County
2100
2090
2080
2070
2060
2050
2040
2030
2020
2010

Prince George’s
County

Anne Arundel
County
2100 v1
v100
v9…
v8
v7
v6
v5
v4
v3
v2

Anne Arundel
County

Prince George’s
County
Future Infrastructure (2006)
Green Development (2040)
Trend: Simulation #1
#2

Suitability
High

Low
Core Forest Extent Pre- and Post-Development
180,000

* Based on 23 simulations and use of the GUIDOS software. Brackets represent +/- 2 standard deviations from the mean
160,000

140,000

120,000

100,000

80,000

yr. 2006 extent
yr. 2040 extent

60,000

40,000

20,000

York

Lebanon

Lancaster

Dauphin

Chester

Berks

Adams

Baltimore

St. Mary's

Prince George's

Montgomery

Howard

Harford

Frederick

Charles

Cecil

Carroll

Calvert

Baltimore

0
Anne Arundel

A
c
r
e
s
Chesapeake Bay Alternative Future
Development Scenarios
Strong

Infill &
Redevelopment

Land-Use
Planning

Sustainable
Chesapeake

Rural Downzoning
TREND

LaissezFaire

Conserve
Green
Infrastructure

Weak

Weak

Land Conservation

Strong
Farmland Conversion to Development
2006 - 2025
Forest
Infill Conservation
Baseline

Farmland Loss
Baseline:
- 433,347 acres
Infill:
- 377,931 acres
Conservation: - 468,738 acres
Forest & Wetland Conversion to Development
2006 - 2025
Forest
Infill Conservation
Baseline

Forest Loss
Baseline:
- 441,724 acres
Infill:
- 352,648 acres
Conservation: - 408,427 acres

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Knowledge base session2 p_claggett

  • 1. Modeling Urbanization in the Chesapeake Bay Watershed Peter Claggett, Fred Irani, Renee Thompson, and David Donato October 29, 2013 Delaware Watershed Forum •U.S. Department of the Interior •U.S. Geological Survey
  • 3. Future Population in Chesapeake Region 60 Population (millions) 50 40 IPCC SRES A2 30 B2 A1 B1 Trend 20 10 0 1950 1960 1970 1980 1990 2000 2010 2020 2030 2040 2050 2060 2070 2080 2090 2100 Year
  • 4. The Chesapeake Bay Land Change Model (CBLCM) Purposes: 1. To provide the specific land-use data input needs for the Watershed Model, accommodating the best available regional data. 2. To inform restoration strategies and policies through simulating alternative future land use scenarios.
  • 5. The Bay TMDL: A Restoration Blueprint Total Maximum Daily Load (TMDL) allocation: The amount of nitrogen, phosphorus, and sediment that the Chesapeake Bay can receive while sustaining water clarity, dissolve oxygen, and chlorophyll-a levels that support living resources. States and localities are required to implement Best Management Practices to reduce nutrient and sediment loads by 2025. States and localities are required to maintain reductions forever.
  • 6. 2010 2000 1990 1980 1970 1960 1950 1940 Housing Density Counties Chesapeake Bay Census Total Housing Units Units per Acre 0.0 - 0.1 0.2 0.3 - 0.5 0.6 - 1.0 1.1 - 2.0 2.1 - 3.0 3.1 - 5.0 5.1 - 10.0 10.1 - 75.3 0 Updated analysis following methods outlined by Hammer, et al., 2004.
  • 7. How does the CBLCM work? Population Projections Housing Projections Employment Projections Infill/ Redevelopment Density Assumptions Land Suitable for development Residential and Commercial Land Demand Factors Affecting Location of Growth US Census 1980 - 2010 Urban-----------Suburban---------------Rural Development Location, Extent, and Patterns 1984 - 2006 Probability of development Fine-scale Allocation and Simulation of Development
  • 8. Value Probability (yr. 2010) High : 16.8061 High Anne Arundel County Low Low : 0.00213435 Prince George’s County
  • 9. Value Housing Density (yr. 2010) 2100) High : 16.8061 High Anne Arundel County Low : 0.00213435 Low Prince George’s County
  • 12. Future Infrastructure (2006) Green Development (2040) Trend: Simulation #1 #2 Suitability High Low
  • 13. Core Forest Extent Pre- and Post-Development 180,000 * Based on 23 simulations and use of the GUIDOS software. Brackets represent +/- 2 standard deviations from the mean 160,000 140,000 120,000 100,000 80,000 yr. 2006 extent yr. 2040 extent 60,000 40,000 20,000 York Lebanon Lancaster Dauphin Chester Berks Adams Baltimore St. Mary's Prince George's Montgomery Howard Harford Frederick Charles Cecil Carroll Calvert Baltimore 0 Anne Arundel A c r e s
  • 14. Chesapeake Bay Alternative Future Development Scenarios Strong Infill & Redevelopment Land-Use Planning Sustainable Chesapeake Rural Downzoning TREND LaissezFaire Conserve Green Infrastructure Weak Weak Land Conservation Strong
  • 15. Farmland Conversion to Development 2006 - 2025 Forest Infill Conservation Baseline Farmland Loss Baseline: - 433,347 acres Infill: - 377,931 acres Conservation: - 468,738 acres
  • 16. Forest & Wetland Conversion to Development 2006 - 2025 Forest Infill Conservation Baseline Forest Loss Baseline: - 441,724 acres Infill: - 352,648 acres Conservation: - 408,427 acres

Editor's Notes

  • #7: EGSC has compiled census housing data from 1940 to 2010 for the entire Bay watershed to inform the reconstruction of historical residential land uses. NAQWA is compiling historical agricultural census data to further support the modeling of historic land uses in the Bay watershed.