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Multi-scale Effects of Land Use
    in a Rural and Exurban
Landscape within the Southern
         Appalachians
       Stephanie Smith & Gabrielle Katz
     Appalachian State University, Boone NC
Rural & Exurban Landscape
!   Agricultural and low density housing
    ! Heterogeneous setting (Benton et al. 2003, Weibull et al.
      2003)
      " Complex landscape structure and diverse habitat matrix
!   Human interaction effects to the natural
    surroundings
    ! Alters the landscape
    ! Impacts
      " soil structures, hydrologic systems, atmospheric
        composition
      " biotic diversity and habitat fragmentation
Study Setting

!   Western mountains of
    North Carolina                 Elevation
    ! Watauga & Ashe Counties           High : 5923


                                        Low : 1339

!   Mountainous landscape
    ! steep slopes
    ! diverse land uses

!   Land use change
    ! rural ! exurban
    ! developable land is highly
      desired
Research Question
!   How does land use conversion from
    agriculture to exurban affect the
    landscape structure of the Southern
    Appalachians?
Sites
Study Design
!   Multi-scale analysis
    using ArcGIS!
    ! landscape scale
      " 2 km2 surrounding each site
    ! site scale
      " land area of each farm and
        subdivision
    ! patch scale
      " plant species richness
Methods
!   ArcGIS!
    ! 6 in. aerial photography
    ! min zoom, 1:1,500
    ! 8 habitat patch types
        " forested,
          built/landscaped,
          field/woodlot, crop,
          shrub, riparian, water,
          & paved
    ! manually digitized each
      habitat patch at every
      site                          Ñ
Methods
!   ArcGIS!
    ! 6 in. aerial photography
    ! min zoom, 1:1,500
    ! 8 habitat patch types
        " forested,
          built/landscaped,
          field/woodlot, crop,
          shrub, riparian, water,
          & paved
    ! manually digitized each
      habitat patch at every
      site
Methods
!   ArcGIS!
    ! 6 in. aerial photography
    ! min zoom, 1:1,500
    ! 8 habitat patch types
        " forested,
          built/landscaped,
          field/woodlot, crop,
          shrub, riparian, water,
          & paved
    ! manually digitized each
      habitat patch at every
      site
Methods
!   ArcGIS!
    ! 6 in. aerial photography
    ! min zoom, 1:1,500
    ! 8 habitat patch types
        " forested,
          built/landscaped,
          field/woodlot, crop,
          shrub, riparian, water,
          & paved
    ! manually digitized each
      habitat patch at every
      site
Methods
!   ArcGIS!
    ! 6 in. aerial photography
    ! min zoom, 1:1,500
    ! 8 habitat patch types
        " forested,
          built/landscaped,
          field/woodlot, crop,
          shrub, riparian, water,
          & paved
    ! manually digitized each
      habitat patch at every
      site
Methods


          entire digitized
          landscape
          (2 km2)
Statistical Analysis
!   Each site was then analyzed within Patch Analyst
    (Rempel et al. 1997) and Fragstats (McGarigal and Marks, 1994)
    (landscape & site scale)
     ! landscape metrics and diversity indices
      " patch richness, mean patch size, mean patch fractal
        dimension, edge density, shannon’s diversity &
        evenness indices
      " percent area for each patch type
Landscape Scale
                    Percent Area by Patch Type
100%




80%
                                                          % Paved

                                                          % Built
60%                                                       % Water
                                                          % Riparian
                                                          % Crop
40%                                                       % Field
                                                          % Shrub
                                                          % Forested
20%



 0%
          F1       S1       F2   S2   F3   S3   F4   S4

  F = Farms; S = Subdivisions
Site Scale
       Percent Area by Patch Type
100%


80%                             % Paved

                                % Built

                                % Water
60%
                                % Riparian

                                % Crop
40%                             % Field

                                % Shrub

                                % Forested
20%



 0%

         Farms   Subdivisions
Results
                                                                                                    Farm and Subdivisions Patch Comparisons

                                                                                                    Site Measure             Site Type        Mean     Patc
         Mean Patch Number                                   Mean Patch Size
                                                                                            Patch Number                Farm                   37.00
35                                                  4                                                                                                  Mea
                                                                                                                        Subdivision            73.00

30                                                                                          Mean Patch Size (ha)        Farm                    1.58
                                                    3                                                                                                  Edg
                                                                                                                        Subdivision             0.77
25
                                                                                            Edge Density                Farm                  597.57
20                                                                                                                                                     AWM
                                         Hectares




                                                                                                                        Subdivision           885.52
                                                    2

15                                                                                          AWMP Fractal Dimension      Farm                    1.38
                                                                                                                                                       Sha
                                                                                                                        Subdivision             1.46
10                                                  1
                                                                                            Shannons Diversity Index    Farm                    1.07
5                                                                                                                                                      Sha
                                                                                                                        Subdivision             1.23

0
                                                    0                                       Shannons Evenness Index     Farm                    0.60
                                                                                                                                                       AW=
              Farms Subdivisions
              Farm Subdivisions                                  Farms Subdivisions
                                                                 Farm Subdivisions                                      Subdivision             0.74
                                                        F1, S1   F2, S2   F3, S3   F4, S4
                                                                                            AW=area weighted; AWM=area weighted mean
     F1, S1   F2, S2   F3, S3   F4, S4
Results
                                                                                                                          Farm and Subdivisions Patch Comparisons

                                                                                                                          Site Measure             Site Type        Mean
                                                                                                                                                                             Patc
                                 Edge Density                            Area Weighted Mean
                                                                        Patch Fractal Dimension                   Patch Number                Farm                   37.00
                 1200                                             1.55                                                                        Subdivision            73.00   Mea

                                                                                                                  Mean Patch Size (ha)        Farm                    1.58
                 1000
                                                                  1.5
                                                                                                                                              Subdivision             0.77   Edg
                  800                                                                                             Edge Density                Farm                  597.57
                                                                  1.45
Meters/Hectare




                                                                                                                                              Subdivision           885.52   AWM
                  600
                                                                                                                  AWMP Fractal Dimension      Farm                    1.38
                                                                  1.4
                  400                                                                                                                         Subdivision             1.46   Sha

                                                                                                                  Shannons Diversity Index    Farm                    1.07
                                                                  1.35
                  200
                                                                                                                                              Subdivision             1.23   Sha

                    0                                             1.3                                             Shannons Evenness Index     Farm                    0.60
                                  Farm       Subdivisions                          Farm      Subdivisions                                                                    AW=
                                                                                                                                              Subdivision             0.74
                        F1, S1      F2, S2      F3, S3   F4, S4
                                                                          F1, S1    F2, S2      F3, S3   F4, S4   AW=area weighted; AWM=area weighted mean
Results
                                                                                                    Farm and Subdivisions Patch Comparisons

 Shannon’s Diversity Index                    Shannon’s Evenness Index                              Site Measure             Site Type        Mean
                                                                                                                                                       Patc

 2                                             1                                            Patch Number                Farm                   37.00
                                                                                                                        Subdivision            73.00   Mea

1.6                                           0.8                                           Mean Patch Size (ha)        Farm                    1.58
                                                                                                                        Subdivision             0.77   Edg
1.2                                           0.6                                           Edge Density                Farm                  597.57
                                                                                                                        Subdivision           885.52   AWM
0.8                                           0.4
                                                                                            AWMP Fractal Dimension      Farm                    1.38

                                                                                                                        Subdivision             1.46   Sha
0.4                                           0.2
                                                                                            Shannons Diversity Index    Farm                    1.07

                                                                                                                        Subdivision             1.23   Sha
 0                                             0
                                                                                            Shannons Evenness Index     Farm                    0.60
               Farm      Subdivisions                        Farm      Subdivisions
                                                                                                                                                       AW=
      F1, S1    F2, S2      F3, S3   F4, S4         F1, S1    F2, S2      F3, S3   F4, S4                               Subdivision             0.74
                                                                                            AW=area weighted; AWM=area weighted mean
Conclusion
!   How does land use conversion from agriculture to
    exurban affect the landscape structure of the Southern
    Appalachians?

    ! Heterogeneous landscape
        " high levels of patch richness, diversity and evenness

    ! Change in overall landscape structure
        " greater degree of fragmentation within subdivisions
            " smaller patches and more complex shapes

        " agricultural land is being converted to developed
          instead of forested area
            " high amount of forested within both land uses
            " tradeoffs between patch types
                 " crop/field ! built
Acknowledgements
!   Funding: NC Beautiful
!   Participants: Creeksong Farm, Maverick Farms, ASU Farm,
    Watauga River Farms, Laurel Mtn, The Glen at Mast Gap,
    Shulls Farm, Riverside Homes
!   Research Assistance: Appalachian State University
    Department of Geography and Planning, Gabrielle Katz, Chris
    Badurek, Michael Denslow, Chris Kaase, Sarah Moncelle

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Multi-scale Effects of Land Use Conversion on Southern Appalachian Landscapes

  • 1. Multi-scale Effects of Land Use in a Rural and Exurban Landscape within the Southern Appalachians Stephanie Smith & Gabrielle Katz Appalachian State University, Boone NC
  • 2. Rural & Exurban Landscape ! Agricultural and low density housing ! Heterogeneous setting (Benton et al. 2003, Weibull et al. 2003) " Complex landscape structure and diverse habitat matrix ! Human interaction effects to the natural surroundings ! Alters the landscape ! Impacts " soil structures, hydrologic systems, atmospheric composition " biotic diversity and habitat fragmentation
  • 3. Study Setting ! Western mountains of North Carolina Elevation ! Watauga & Ashe Counties High : 5923 Low : 1339 ! Mountainous landscape ! steep slopes ! diverse land uses ! Land use change ! rural ! exurban ! developable land is highly desired
  • 4. Research Question ! How does land use conversion from agriculture to exurban affect the landscape structure of the Southern Appalachians?
  • 6. Study Design ! Multi-scale analysis using ArcGIS! ! landscape scale " 2 km2 surrounding each site ! site scale " land area of each farm and subdivision ! patch scale " plant species richness
  • 7. Methods ! ArcGIS! ! 6 in. aerial photography ! min zoom, 1:1,500 ! 8 habitat patch types " forested, built/landscaped, field/woodlot, crop, shrub, riparian, water, & paved ! manually digitized each habitat patch at every site Ñ
  • 8. Methods ! ArcGIS! ! 6 in. aerial photography ! min zoom, 1:1,500 ! 8 habitat patch types " forested, built/landscaped, field/woodlot, crop, shrub, riparian, water, & paved ! manually digitized each habitat patch at every site
  • 9. Methods ! ArcGIS! ! 6 in. aerial photography ! min zoom, 1:1,500 ! 8 habitat patch types " forested, built/landscaped, field/woodlot, crop, shrub, riparian, water, & paved ! manually digitized each habitat patch at every site
  • 10. Methods ! ArcGIS! ! 6 in. aerial photography ! min zoom, 1:1,500 ! 8 habitat patch types " forested, built/landscaped, field/woodlot, crop, shrub, riparian, water, & paved ! manually digitized each habitat patch at every site
  • 11. Methods ! ArcGIS! ! 6 in. aerial photography ! min zoom, 1:1,500 ! 8 habitat patch types " forested, built/landscaped, field/woodlot, crop, shrub, riparian, water, & paved ! manually digitized each habitat patch at every site
  • 12. Methods entire digitized landscape (2 km2)
  • 13. Statistical Analysis ! Each site was then analyzed within Patch Analyst (Rempel et al. 1997) and Fragstats (McGarigal and Marks, 1994) (landscape & site scale) ! landscape metrics and diversity indices " patch richness, mean patch size, mean patch fractal dimension, edge density, shannon’s diversity & evenness indices " percent area for each patch type
  • 14. Landscape Scale Percent Area by Patch Type 100% 80% % Paved % Built 60% % Water % Riparian % Crop 40% % Field % Shrub % Forested 20% 0% F1 S1 F2 S2 F3 S3 F4 S4 F = Farms; S = Subdivisions
  • 15. Site Scale Percent Area by Patch Type 100% 80% % Paved % Built % Water 60% % Riparian % Crop 40% % Field % Shrub % Forested 20% 0% Farms Subdivisions
  • 16. Results Farm and Subdivisions Patch Comparisons Site Measure Site Type Mean Patc Mean Patch Number Mean Patch Size Patch Number Farm 37.00 35 4 Mea Subdivision 73.00 30 Mean Patch Size (ha) Farm 1.58 3 Edg Subdivision 0.77 25 Edge Density Farm 597.57 20 AWM Hectares Subdivision 885.52 2 15 AWMP Fractal Dimension Farm 1.38 Sha Subdivision 1.46 10 1 Shannons Diversity Index Farm 1.07 5 Sha Subdivision 1.23 0 0 Shannons Evenness Index Farm 0.60 AW= Farms Subdivisions Farm Subdivisions Farms Subdivisions Farm Subdivisions Subdivision 0.74 F1, S1 F2, S2 F3, S3 F4, S4 AW=area weighted; AWM=area weighted mean F1, S1 F2, S2 F3, S3 F4, S4
  • 17. Results Farm and Subdivisions Patch Comparisons Site Measure Site Type Mean Patc Edge Density Area Weighted Mean Patch Fractal Dimension Patch Number Farm 37.00 1200 1.55 Subdivision 73.00 Mea Mean Patch Size (ha) Farm 1.58 1000 1.5 Subdivision 0.77 Edg 800 Edge Density Farm 597.57 1.45 Meters/Hectare Subdivision 885.52 AWM 600 AWMP Fractal Dimension Farm 1.38 1.4 400 Subdivision 1.46 Sha Shannons Diversity Index Farm 1.07 1.35 200 Subdivision 1.23 Sha 0 1.3 Shannons Evenness Index Farm 0.60 Farm Subdivisions Farm Subdivisions AW= Subdivision 0.74 F1, S1 F2, S2 F3, S3 F4, S4 F1, S1 F2, S2 F3, S3 F4, S4 AW=area weighted; AWM=area weighted mean
  • 18. Results Farm and Subdivisions Patch Comparisons Shannon’s Diversity Index Shannon’s Evenness Index Site Measure Site Type Mean Patc 2 1 Patch Number Farm 37.00 Subdivision 73.00 Mea 1.6 0.8 Mean Patch Size (ha) Farm 1.58 Subdivision 0.77 Edg 1.2 0.6 Edge Density Farm 597.57 Subdivision 885.52 AWM 0.8 0.4 AWMP Fractal Dimension Farm 1.38 Subdivision 1.46 Sha 0.4 0.2 Shannons Diversity Index Farm 1.07 Subdivision 1.23 Sha 0 0 Shannons Evenness Index Farm 0.60 Farm Subdivisions Farm Subdivisions AW= F1, S1 F2, S2 F3, S3 F4, S4 F1, S1 F2, S2 F3, S3 F4, S4 Subdivision 0.74 AW=area weighted; AWM=area weighted mean
  • 19. Conclusion ! How does land use conversion from agriculture to exurban affect the landscape structure of the Southern Appalachians? ! Heterogeneous landscape " high levels of patch richness, diversity and evenness ! Change in overall landscape structure " greater degree of fragmentation within subdivisions " smaller patches and more complex shapes " agricultural land is being converted to developed instead of forested area " high amount of forested within both land uses " tradeoffs between patch types " crop/field ! built
  • 20. Acknowledgements ! Funding: NC Beautiful ! Participants: Creeksong Farm, Maverick Farms, ASU Farm, Watauga River Farms, Laurel Mtn, The Glen at Mast Gap, Shulls Farm, Riverside Homes ! Research Assistance: Appalachian State University Department of Geography and Planning, Gabrielle Katz, Chris Badurek, Michael Denslow, Chris Kaase, Sarah Moncelle