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Tracking the effects of land use and
management on vegetation condition

             Richard Thackway

               Presentation to NSW OEH
                    6 March 2013
Outline

•   Concepts and definitions
•   Background to VAST framework
•   Why VAST-2 was developed
•   VAST-2 methodology
•   Case studies
•   Lessons
•   Where to here?
•   More information
Goals of land managers


                                             Intensification


                                             Degradation?




Values and decisions matrix:
• Social
• Economic
• Environmental
Goals of land managers

                                            Extensification

                                             Restoration




Values and decisions matrix:
• Social
• Economic
• Environmental
Changing ecological function to derive multiple benefits (ecosystem
                              services)
Regulation of hydrological regime


Generation of food and fibre


Regulation of climate / microclimate


Generation of raw materials


Recycling of organic matter


Creating and regulating habitats


Controlling reproduction and dispersal
Drivers for information on changes in
             vegetation condition
• NRM policy and program design e.g.
   – Implementing guidelines for conservation and management of threatened
      species EPBC ACT
   – Reporting on the performance of investment e.g. changing LMP to improve
      landscape connectivity
   – Assessing land acquisitions for the National Reserve System

• Resource condition of native vegetation e.g.
   – A measure of sustainable use and management (public & private)
• Monitoring and reporting and improvement e.g.
   – National, state & regional reporting e.g. SoE & SOFR
   – Reporting 5 yearly outcomes Regional Forest Agreements
What is condition and transformation?

•   Changes to a plant community caused by landuse
    /management
      –   Structure

      –   Composition                   Vegetation condition
      –   Regenerative capacity

•   Transformation = changes to vegetation condition over time

•   Condition and transformation are relative to a reference state
VAST - A framework for compiling & reporting
                   vegetation condition
                         Increasing vegetation modification from unmodified state




           0               I              II                III             IV                V                VI

        Naturally      Unmodified     Modified         Transformed      Replaced -       Replaced -      Replaced -
         bare                                                           Adventive        managed         removed
                                                                                                                            Vegetation
                                                                                                                            thresholds


                               Condition states                                          Transitions = trend

Reference for         Native vegetation                                              Non-native vegetation
each veg type
(NVIS)                      cover                                                           cover
                                                 Diagnostic attributes of VAST states:
                                                 • Vegetation structure
                                                 • Species composition
                                                                                          NVIS
                                                 • Regenerative capacity
                                                                                              Thackway & Lesslie (2008) Environmental
   Vegetation Assets States and Transitions (VAST) framework                                  Management, 42, 572-90
Why VAST-2 was developed?

• To implement the ‘T’ (Transition) of the VAST framework
   – i.e. track changes in vegetation condition over time
• To provide a practical tool for understanding and reporting the
  status of native vegetation over time
• To propose a standardised national system for compiling data
  on cause & effect of management on native plant communities
VAST – a snapshot




Thackway & Lesslie (2008)              NB: Input dataset biophysical naturalness reclassified using
Environmental Management, 42, 572-90   VAST framework
Models of ecosystem change
Reference
                                                                   Settlement
 Change in vegetation indicator




                                  0                                  1000
                                                  Time




Source: Adamson and Fox (1982).
Models of ecosystem change
    Reference


                                                  Anthropogenic change
         Change in vegetation indicator




                                                                                                  Net impact
                                                                       Relaxation

                                                        Occupation




                                          1800   1850           1900                1950   2000

                                                                     Time




Based on Hamilton, Brown & Nolan 2008. FWPA PRO7.1050. pg 18
Land use impacts on biodiversity and Life Cycle Analysis
Aim of VAST-2

                                 Long              Long term
                                 term              disturbance
                                 rainfall          e.g. wildfire,    Reference state
               Indigenous                          cyclones
               land
               management
                                                                                       Site 1
                First
modification




                explorers
 Degree of




                            Grazing
                                        Logging                Revegetation
                                                                                       Site 2
                                               Cropping
                                                                                       Site 3


                                            Time
                VAST
                classes
VAST-2 System
Condition                      Attribute
                                                     Description of loss or gain relative to pre settlement indicator reference state
components                       groups
                                                                                            (22)
    (3)                            (10)
                            Fire regime       Area /size of fire foot prints
                                              Number of fire starts
                            Soil hydrology    Soil surface water availability
    Regenerative capacity




                                              Ground water availability
                            Soil physical     Depth of the A horizon
                            state             Soil structure
                            Soil nutrient     Nutrient stress – rundown (deficiency) relative to soil fertility
                            state             Nutrient stress – excess (toxicity) relative to soil fertility
                            Soil biological   Recyclers responsible for maintaining soil porosity and nutrient recycling
                            state             Surface organic matter, soil crusts
                            Reproductive      Reproductive potential of overstorey structuring species
                            potential         Reproductive potential of understorey structuring species
                            Overstorey        Overstorey top height (mean) of the plant community
    Vegetation structure




                            structure         Overstorey foliage projective cover (mean) of the plant community
                                              Overstorey structural diversity (i.e. a diversity of age classes) of the stand
                            Understorey       Understorey top height (mean) of the plant community
                            structure         Understorey ground cover (mean) of the plant community
                                              Understorey structural diversity (i.e. a diversity of age classes) of the plant
                            Overstorey        Densities of overstorey species functional groups
  Composition




                            composition
    Species




                                              Relative number of overstorey species (richness) of indigenous to exotic species
                            Understorey       Densities of understorey species functional groups
                            composition       Relative number of understorey species (richness) of indigenous to exotic species
General process for tracking changes
                          VAST-2 system
      Transformation site                                                                                                      Reference state/sites
               Step 1a                                                                                                                    Step 3a
Use a checklist of 22 indicators to compile                                                                                    Literature review to determine the
     changes in LU & LMP* and plant                                                                                           baseline conditions for 22 indicators
     community responses over time
                                                             Step 2                             Step 4                                    Step 3b
               Step 1b                              Document responses of 22            Document the reference            Evaluate the influence of climate, soil
Evaluate the influence of climate, soil and           indicators over time               states for 22 indicators          and landform for the reference site
    landform on the historical record
                                                                                                                                           Step 3c
                Step 1c                                                                                                          Compile indicator data for 22
Evaluate impacts on the plant community                                                                                           indicators for reference site
               over time
                                                                                Step 5
                                                     Score all 22 indicators for ‘transformation site’ relative to the
                                                          ‘reference site’. 0 = major change; 1 = no change



                                                                              Step 6
                                              Derive weighted indices for the three components for the ‘transformation
                                                site’ i.e. regenerative capacity (58%), vegetation structure (27%) and
                                                      species composition (18%) by adding predefined indicators



                                                                               Step 7
                                              Add the indices for the three components to generate total transformation
                                               index for the ‘transformation site’ for each year of the historical record .
* LU Land use                                                       Validate using Expert Knowledge
LMP Land management practices
Method: VAST-2
                                               Indicators of VAST diagnostic
                                                         attributes
Time




   LU = Land Use, LMP = Land Management Practices
Method: VAST-2


Year     Source      LU & LMP        Source:      Reliability    Effects of use and land   Source    Reliability
        Year and                    LU & LMP        of LMP      management practices on    Effects    of effects
       reliability                               sources and     structure, composition              and spatial
                                                    spatial           and function                    accuracy
                                                   accuracy
                             Pre-contact
1800

1840
                                First contact




                                Current year



2013


LU = Land Use, LMP = Land Management Practices
Scoring impacts of land management
               practices
• All management practices are directed at e.g.
   – Vegetation/plants, soil, landform, water, animal, air
• Five objectives summarize all vegetation management
   –   Establish and rehabilitate
   –   Improve and maintain growth and condition
   –   Harvest plant products and remove waste and weeds
   –   Monitor health, vitality and condition
   –   No activity or interventions
• Combinations of 5 objectives are common (space & time)
• Impacts of LMP are scored for each VAST-2 indicator
  relative to indicator’s reference state for each year
1       VAST-2 hierarchy
                           3
                                                    Vegetation
                          10                      Transformation
                                                       score
                          22
Diagnostic
attributes




                     Regenerative                   Vegetation                          Species
                       Capacity                      Structure                        Composition
                        (55%)                          (27%)                             (18%)
Attribute




                                    Reprod
 groups




               Fire       Soil                  Overstorey     Understorey   Overstorey     Understorey
                                    potent
                                                    (3)           (3)           (2)             (2)
               (2)                  (2)


  Structure            Nutrients      Biology      Hydrology
             (2)         (2)              (2)        (2)                 Indicators
Certainty level standards used to compile
                     historic record
Certainty      Spatial precision        Temporal precision       Attribute accuracy
level               (Scale)            (Year of observation)       (Land use, land
standards                                                      management practices,
                                                                effects on condition)
  HIGH          Reliable direct          Reliable direct            Reliable direct
"Definite”     quantitative data.       quantitative data.        quantitative data.
                    Code: 1                  Code: 4                   Code: 7
 MEDIUM          Direct (with              Direct (with              Direct (with
"Probable qualifications) or strong qualifications) or strong qualifications) or strong
    "           indirect data.           indirect data.            indirect data.
                   Code: 2                   Code: 5                   Code: 8
  LOW      Limited qualitative and Limited qualitative and Limited qualitative and
"Possible" possibly contradictory    possibly contradictory    possibly contradictory
             observations. More       observations. More        observations. More
                data needed.             data needed.              data needed.
                    Code: 3                  Code: 6                   Code: 9
Reliability levels of attribute information

       Granularity of         Sources of        Certainty
        information          information         levels

          Coarse                 Bioregion         Low




                               Sub-bioregion       Low




                                Land system      Medium

           Fine                  Land unit       Medium
                             Quadrat or pixel     High
Case studies VAST-2
Cumberland State Forest 1941-2012




                           Red boundary shows
                           main compartments
                           that were cleared as
                           per the 1943 aerial
                           photograph. This area
                           was fully planted out
                           around 1944 as part
                           of the arboretum.
                           Except for regrowth
                           forests: i.e.
                           compartments 8a, 9a,
                           9b and 10b
1941
1943
1951
1978
1982
1984
1999
2011
2012
On-ground field survey 2012



Transect 1
Cumberland SF, ex-comp 8b, 9a, 9b.
Regrowth forest
On-ground field survey 2012




      Transect 2
      Cumberland SF, ex-comp 3a, 7a, 7b, 7c.
      Repurposed arboretum
NSW, SB Bioregion, Cumberland SF, ex-comp 3a, 7a, 7b, 7c
 Reference pre-European: Sydney Blue Gum High Forest




                                                                                                              VAST
                                                                                                              Unmodified




             Explorers   Commenced   Area         Cleared &     Ceased        Area            Commenced       Commenced
Indigenous
             traverse    grazing     logged for   sown to       grazing.      gazetted as     managing area   managing
people
             the area    native      building     improved      Area          State Forest,   as a future     area for
manage the
             and site    pastures    houses       pasture for   purchased     commenced       production      recreation.
area
             selected                and fences   grazing &     as a future   planting        forest. Weed    Weed control.
                                                  orchard       working       arboretum       control         Arboretum
                                                                forest                                        abandoned
NSW, SB Bioregion, Cumberland SF, ex-comp 8b, 9a, 9b
    Reference pre-European: Sydney Blue Gum High Forest




                                                                                                                             VAST
                                                                                                                             Unmodified




                            Site fenced.   Tree cover   Trees        Ceased          Cleared and     Commenced    Initiated 1st
Indigenous Commenced
                            Commenced      thinned      logged for   grazing.        commenced       managing     hazard
people     grazing cattle
                            continuous     for cattle   housing,     Purchased &     regrowing       area         reduction
manage the
                            stocking       grazing      fences &     declared as a   forest as a     primarily    burn
area
                            with cattle                 fire wood    State forest    future forest   for
                                                                                     production      recreation
Resources needed to compile and analyse an
        historical record for each site

• Network of collaborators
   • Ecologists, academics, land managers, environmental historians,
     educators
• Inputs
  • Reference state
  • Land use
  • Land management practices
  • Natural events e.g. droughts, fires, floods, cyclones, average rainfall
    1900-2012 etc
  • Observed interactions e.g. rabbits, sheep and drought
  • Observations and quantitative measures of effects
       • Include written, oral, artistic, photographic and remote sensing
VAST-2 Lessons

• Useful tool for:
•       engaging a wide range of collaborators and stakeholders incl:
    •      ecologists, academics, land managers, environmental historians, educators
           because it builds on VAST, which is widely accepted and used
•       synthesizing information and ‘telling the story’ of vegetation
        transformation since settlement
•       reporting ‘telling the story’ progress toward vegetation condition targets
•       Understanding resilience of natural ecosystems
http://portal.tern.org.au/transformation-of-australias-vegetated-landscapes-cumberland-
state-forest-recommissioned-regrowth-forest-nsw
http://aceas-data.science.uq.edu.au/portal/
Where to from here?

• Scaling-up to landscape levels
• More sites
• Transfer and adoption
Scaling up to landscape levels
                   Static layers               Time series response variables
•first contact by European explorers    •rainfall anomaly (post 1900)
•slope & relief derived from 30m DEM    •state-wide & national land tenure
•aspect classes derived from 30m DEM    •FPC (post 1980s)*
•weathering layer                       •ground cover (post 1980s)*
•digital atlas of soils+                •NDVI / EVI (post 1980s)*
•pre-European vegetation types (NVIS)   •native veg (tree) layers*
                                        •state-wide & national land use
                                              • sheep DSE
                                              • cattle DSE
                                              • cropping
                                              • urban areas
                                              • Plantations
                                              • nature conservation reserves
                                              • indigenous protected areas
                                        •Infrastructure
                                              • railways
                                              • roads
                                        •fire regime (fire area & No. fire starts)*
TERN AusCover*                          •other
TERN Soils+
Landform Pattern and Topographic Position Index. 30 m – DEM SRTM

                 Nass Valley - ACT
Further information

• VAST-2 Handbook and brochure http://www.vasttransformations.com/

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Tracking the effects of land use and management on vegetation condition

  • 1. Tracking the effects of land use and management on vegetation condition Richard Thackway Presentation to NSW OEH 6 March 2013
  • 2. Outline • Concepts and definitions • Background to VAST framework • Why VAST-2 was developed • VAST-2 methodology • Case studies • Lessons • Where to here? • More information
  • 3. Goals of land managers Intensification Degradation? Values and decisions matrix: • Social • Economic • Environmental
  • 4. Goals of land managers Extensification Restoration Values and decisions matrix: • Social • Economic • Environmental
  • 5. Changing ecological function to derive multiple benefits (ecosystem services) Regulation of hydrological regime Generation of food and fibre Regulation of climate / microclimate Generation of raw materials Recycling of organic matter Creating and regulating habitats Controlling reproduction and dispersal
  • 6. Drivers for information on changes in vegetation condition • NRM policy and program design e.g. – Implementing guidelines for conservation and management of threatened species EPBC ACT – Reporting on the performance of investment e.g. changing LMP to improve landscape connectivity – Assessing land acquisitions for the National Reserve System • Resource condition of native vegetation e.g. – A measure of sustainable use and management (public & private) • Monitoring and reporting and improvement e.g. – National, state & regional reporting e.g. SoE & SOFR – Reporting 5 yearly outcomes Regional Forest Agreements
  • 7. What is condition and transformation? • Changes to a plant community caused by landuse /management – Structure – Composition Vegetation condition – Regenerative capacity • Transformation = changes to vegetation condition over time • Condition and transformation are relative to a reference state
  • 8. VAST - A framework for compiling & reporting vegetation condition Increasing vegetation modification from unmodified state 0 I II III IV V VI Naturally Unmodified Modified Transformed Replaced - Replaced - Replaced - bare Adventive managed removed Vegetation thresholds Condition states Transitions = trend Reference for Native vegetation Non-native vegetation each veg type (NVIS) cover cover Diagnostic attributes of VAST states: • Vegetation structure • Species composition NVIS • Regenerative capacity Thackway & Lesslie (2008) Environmental Vegetation Assets States and Transitions (VAST) framework Management, 42, 572-90
  • 9. Why VAST-2 was developed? • To implement the ‘T’ (Transition) of the VAST framework – i.e. track changes in vegetation condition over time • To provide a practical tool for understanding and reporting the status of native vegetation over time • To propose a standardised national system for compiling data on cause & effect of management on native plant communities
  • 10. VAST – a snapshot Thackway & Lesslie (2008) NB: Input dataset biophysical naturalness reclassified using Environmental Management, 42, 572-90 VAST framework
  • 11. Models of ecosystem change Reference Settlement Change in vegetation indicator 0 1000 Time Source: Adamson and Fox (1982).
  • 12. Models of ecosystem change Reference Anthropogenic change Change in vegetation indicator Net impact Relaxation Occupation 1800 1850 1900 1950 2000 Time Based on Hamilton, Brown & Nolan 2008. FWPA PRO7.1050. pg 18 Land use impacts on biodiversity and Life Cycle Analysis
  • 13. Aim of VAST-2 Long Long term term disturbance rainfall e.g. wildfire, Reference state Indigenous cyclones land management Site 1 First modification explorers Degree of Grazing Logging Revegetation Site 2 Cropping Site 3 Time VAST classes
  • 15. Condition Attribute Description of loss or gain relative to pre settlement indicator reference state components groups (22) (3) (10) Fire regime Area /size of fire foot prints Number of fire starts Soil hydrology Soil surface water availability Regenerative capacity Ground water availability Soil physical Depth of the A horizon state Soil structure Soil nutrient Nutrient stress – rundown (deficiency) relative to soil fertility state Nutrient stress – excess (toxicity) relative to soil fertility Soil biological Recyclers responsible for maintaining soil porosity and nutrient recycling state Surface organic matter, soil crusts Reproductive Reproductive potential of overstorey structuring species potential Reproductive potential of understorey structuring species Overstorey Overstorey top height (mean) of the plant community Vegetation structure structure Overstorey foliage projective cover (mean) of the plant community Overstorey structural diversity (i.e. a diversity of age classes) of the stand Understorey Understorey top height (mean) of the plant community structure Understorey ground cover (mean) of the plant community Understorey structural diversity (i.e. a diversity of age classes) of the plant Overstorey Densities of overstorey species functional groups Composition composition Species Relative number of overstorey species (richness) of indigenous to exotic species Understorey Densities of understorey species functional groups composition Relative number of understorey species (richness) of indigenous to exotic species
  • 16. General process for tracking changes VAST-2 system Transformation site Reference state/sites Step 1a Step 3a Use a checklist of 22 indicators to compile Literature review to determine the changes in LU & LMP* and plant baseline conditions for 22 indicators community responses over time Step 2 Step 4 Step 3b Step 1b Document responses of 22 Document the reference Evaluate the influence of climate, soil Evaluate the influence of climate, soil and indicators over time states for 22 indicators and landform for the reference site landform on the historical record Step 3c Step 1c Compile indicator data for 22 Evaluate impacts on the plant community indicators for reference site over time Step 5 Score all 22 indicators for ‘transformation site’ relative to the ‘reference site’. 0 = major change; 1 = no change Step 6 Derive weighted indices for the three components for the ‘transformation site’ i.e. regenerative capacity (58%), vegetation structure (27%) and species composition (18%) by adding predefined indicators Step 7 Add the indices for the three components to generate total transformation index for the ‘transformation site’ for each year of the historical record . * LU Land use Validate using Expert Knowledge LMP Land management practices
  • 17. Method: VAST-2 Indicators of VAST diagnostic attributes Time LU = Land Use, LMP = Land Management Practices
  • 18. Method: VAST-2 Year Source LU & LMP Source: Reliability Effects of use and land Source Reliability Year and LU & LMP of LMP management practices on Effects of effects reliability sources and structure, composition and spatial spatial and function accuracy accuracy Pre-contact 1800 1840 First contact Current year 2013 LU = Land Use, LMP = Land Management Practices
  • 19. Scoring impacts of land management practices • All management practices are directed at e.g. – Vegetation/plants, soil, landform, water, animal, air • Five objectives summarize all vegetation management – Establish and rehabilitate – Improve and maintain growth and condition – Harvest plant products and remove waste and weeds – Monitor health, vitality and condition – No activity or interventions • Combinations of 5 objectives are common (space & time) • Impacts of LMP are scored for each VAST-2 indicator relative to indicator’s reference state for each year
  • 20. 1 VAST-2 hierarchy 3 Vegetation 10 Transformation score 22 Diagnostic attributes Regenerative Vegetation Species Capacity Structure Composition (55%) (27%) (18%) Attribute Reprod groups Fire Soil Overstorey Understorey Overstorey Understorey potent (3) (3) (2) (2) (2) (2) Structure Nutrients Biology Hydrology (2) (2) (2) (2) Indicators
  • 21. Certainty level standards used to compile historic record Certainty Spatial precision Temporal precision Attribute accuracy level (Scale) (Year of observation) (Land use, land standards management practices, effects on condition) HIGH Reliable direct Reliable direct Reliable direct "Definite” quantitative data. quantitative data. quantitative data. Code: 1 Code: 4 Code: 7 MEDIUM Direct (with Direct (with Direct (with "Probable qualifications) or strong qualifications) or strong qualifications) or strong " indirect data. indirect data. indirect data. Code: 2 Code: 5 Code: 8 LOW Limited qualitative and Limited qualitative and Limited qualitative and "Possible" possibly contradictory possibly contradictory possibly contradictory observations. More observations. More observations. More data needed. data needed. data needed. Code: 3 Code: 6 Code: 9
  • 22. Reliability levels of attribute information Granularity of Sources of Certainty information information levels Coarse Bioregion Low Sub-bioregion Low Land system Medium Fine Land unit Medium Quadrat or pixel High
  • 24. Cumberland State Forest 1941-2012 Red boundary shows main compartments that were cleared as per the 1943 aerial photograph. This area was fully planted out around 1944 as part of the arboretum. Except for regrowth forests: i.e. compartments 8a, 9a, 9b and 10b
  • 25. 1941
  • 26. 1943
  • 27. 1951
  • 28. 1978
  • 29. 1982
  • 30. 1984
  • 31. 1999
  • 32. 2011
  • 33. 2012
  • 34.
  • 35. On-ground field survey 2012 Transect 1 Cumberland SF, ex-comp 8b, 9a, 9b. Regrowth forest
  • 36. On-ground field survey 2012 Transect 2 Cumberland SF, ex-comp 3a, 7a, 7b, 7c. Repurposed arboretum
  • 37. NSW, SB Bioregion, Cumberland SF, ex-comp 3a, 7a, 7b, 7c Reference pre-European: Sydney Blue Gum High Forest VAST Unmodified Explorers Commenced Area Cleared & Ceased Area Commenced Commenced Indigenous traverse grazing logged for sown to grazing. gazetted as managing area managing people the area native building improved Area State Forest, as a future area for manage the and site pastures houses pasture for purchased commenced production recreation. area selected and fences grazing & as a future planting forest. Weed Weed control. orchard working arboretum control Arboretum forest abandoned
  • 38. NSW, SB Bioregion, Cumberland SF, ex-comp 8b, 9a, 9b Reference pre-European: Sydney Blue Gum High Forest VAST Unmodified Site fenced. Tree cover Trees Ceased Cleared and Commenced Initiated 1st Indigenous Commenced Commenced thinned logged for grazing. commenced managing hazard people grazing cattle continuous for cattle housing, Purchased & regrowing area reduction manage the stocking grazing fences & declared as a forest as a primarily burn area with cattle fire wood State forest future forest for production recreation
  • 39. Resources needed to compile and analyse an historical record for each site • Network of collaborators • Ecologists, academics, land managers, environmental historians, educators • Inputs • Reference state • Land use • Land management practices • Natural events e.g. droughts, fires, floods, cyclones, average rainfall 1900-2012 etc • Observed interactions e.g. rabbits, sheep and drought • Observations and quantitative measures of effects • Include written, oral, artistic, photographic and remote sensing
  • 40. VAST-2 Lessons • Useful tool for: • engaging a wide range of collaborators and stakeholders incl: • ecologists, academics, land managers, environmental historians, educators because it builds on VAST, which is widely accepted and used • synthesizing information and ‘telling the story’ of vegetation transformation since settlement • reporting ‘telling the story’ progress toward vegetation condition targets • Understanding resilience of natural ecosystems
  • 43. Where to from here? • Scaling-up to landscape levels • More sites • Transfer and adoption
  • 44. Scaling up to landscape levels Static layers Time series response variables •first contact by European explorers •rainfall anomaly (post 1900) •slope & relief derived from 30m DEM •state-wide & national land tenure •aspect classes derived from 30m DEM •FPC (post 1980s)* •weathering layer •ground cover (post 1980s)* •digital atlas of soils+ •NDVI / EVI (post 1980s)* •pre-European vegetation types (NVIS) •native veg (tree) layers* •state-wide & national land use • sheep DSE • cattle DSE • cropping • urban areas • Plantations • nature conservation reserves • indigenous protected areas •Infrastructure • railways • roads •fire regime (fire area & No. fire starts)* TERN AusCover* •other TERN Soils+
  • 45. Landform Pattern and Topographic Position Index. 30 m – DEM SRTM Nass Valley - ACT
  • 46. Further information • VAST-2 Handbook and brochure http://www.vasttransformations.com/