The document summarizes a training session on stratification and site selection for the AusPlots ecological monitoring program. It discusses the following:
1) A framework for making pragmatic decisions on stratification based on historical, scientific, logistical, and political information. 2) A 4-stage process for stratification and site selection including bioregional stratification, selecting representative bioregions, stratifying areas of interest, and field site locations. 3) Uses of the collected data including various collaborations and downstream analyses to gain knowledge on biodiversity, distributions, ecosystem functions, and more.
3. 4 Presentations before lunch
Stratification –“Telling an Australian Story”
Use of the data: Collaborators, Downstream analysis and Knowledge Gained
Introduction to the AusPlots Method Manual
Organising a Survey, Equipment, Permissions etc.
9. •Climate
•Vegetation mapping
•Landform
•Bioregions
•Good national spatial coverage
•Data deficient areas
•Location of other TERN sites / Environments covered/ Collaboration
•Ibrasub regions
•Distance from water
•Land systems
•Regional Ecosystems
•Land Units
Pragmatic decision making on:
Historical Information
Scientific/ Environmental Information
Logistical Information
Political Information
10. Pragmatic decision making on:
Previous monitoring sites
•Types of information previously collected
•Location of site
•Ability to accurately relocate
•Management history
•Quality/ compatabilityof previously collected data.
•Location of biological survey sites
•Land Use
•Aim of previous monitoring
Historical Information
Scientific/ Environmental Information
Logistical Information
Political Information
11. Pragmatic decision making on:
•Ability to get to the site
•Financial limitations
•Ease of access to bioregion
•Ease of access to suitable sites
•Road and Track layers
•Terrain layers
Historical Information
Scientific/ Environmental Information
Logistical Information
Political Information
12. Pragmatic decision making on:
•State priorities
•Site ownership
•Tenure
•Location within NRS
•Covenants
•Federal Government Priorities
•Future Policy Drivers
•Carbon economy
•Climate change
•Biodiversity loss
•Food security
Historical Information
Scientific/ Environmental Information
Logistical Information
Political Information
13. Stratification/ Site Selection
Consists of 4 steps
–Bioregional Stratification
–Selecting representative bioregions to sample
–Stratification of areas of sampling interest within each bioregion
–Field location of plots
14. Stage 1.
Determining Bioregional groupings using hierarchical clustering techniques
Based on:
•Climate
•Regolith/Landform
•Major Vegetation Groups
Summarise for each bioregion
Conduct PATN analysis to group
similar bioregions
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20. Stage 2. Decisions on which bioregions to sample
In consultation with state and territory agencies
Based on the decision making framework
Stratification workshop held in May 2011 –representatives from each state
Pick one or several
Bioregions per group
to sample
•Developed a consensus list a few months after the workshop
Pragmatic decision making on:
Historical Information
Logistical Information
Political Information
Scientific/ Environmental Information
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22. Stage 3. GIS analysis within each bioregion to determine Areas of Interest
Based on the best available spatial information representing each information type in our decision framework.
•e.g. Vegetation Mapping or Land Units
•e.g. Distance from tracks
•e.g. State monitoring priorities
•e.g. Previous monitoring sites
Pragmatic decision making on:
Historical Information
Logistical Information
Political Information
Scientific/ Environmental Information
23. •Gather best available spatial information for each bioregion that is sampled.
•Conduct GIS analysis to determine which areas are of highest priority to sample.
•Interpret these areas in light of heuristic information on previous monitoring sites, local knowledge (in collaboration with states), and practical and logistical considerations, and reservation
•Output is areas of interest
24. Stage 4 -Field Locations of Plots
•Final selection only possible in the field.
•Will be some rules to provide guidance
•Homogeneity
•Orientated to grid
•Decision process noted
•Representative
•Protected
•Discussed in a subsequent Presentation
25. Are now also including a new process
•Working with Kristen Williams and Simon Ferrier @ CSIRO Ecosystem Sciences
•Assess where we currently have sites
•Assess the location of these sites against biological and climatic variables
•Calculate the “most dissimilar” sites to focus next effort on.
26. Uses of the DataCollaborations, downstream analysis and knowledge gainedBen Sparrow
27. Collaboration with:
Bush Blitz and State Herbaria
Analyses conducted:
–Shared field data collection
–Species discovery and frequency cover
Knowledge gained
–Biodiversity discovery
–Improved understanding of flora distribution
–Ability to model distribution
–Increased understanding of habitat preferences/requirements
–Specimen protection/preservation
28. Collaboration with:
Bush Blitz and State NRM Agencies
Analyses conducted:
–Plant/Canopy Structure / Size
–Community Demographics
Knowledge gained
–Age/ Demographic profiles
–Data to inform on Ecosystem Condition
–Community evolution
–Understanding the drivers of change
29. Collaboration with:
Australian Centre for Visual Technologies
Analyses conducted:
–Determined new method for taking photo points
–Interactive Panoramas Developed
–Point Clouds calculated
–Research into Basal Area Calculations
Knowledge gained
–Growth form analysis automated
–Basal area calculated –with allometricequations able to calibrate to biomass for particular communities and hence inform on carbon volume
–Determine BHD
–Inform on community structure
–Info in the entire site
30. Collaboration with:
Auscover, CSIRO and DERM (QLD)
Analyses conducted:
–Acquisition of terrestrial LiDARof selected ecosystems
–Comparison with photopointdata
–Calibrate photopointdata with known measurements
–Estimate biomass for communities
Knowledge gained
–Will help inform on carbon
–Assist train photopointsfor structural data
–Improved ground based biomass measures/ Structural volumes
–Compatibility/ Validation of Airborne LiDAR
31. Collaboration with:
AusCover
Analyses conducted:
–LAI measurements in Situ
–Compare and validate remotely sensed LAI products
–Relationship between LAI and FPC determined
Knowledge gained
–Validation of international RS products
–Validation in previously poorly sampled areas.
–Understanding of the relationship between LAI and FPC on a community basis
–LAI informative on net primary productivity
–Understanding how productive a system will affect management
32. Collaboration with:
Atlas of Living Australia and ÆKOS
Analyses conducted:
–Created Android “app” for digital data collection
–Data automatically uploaded to AusPlots database
–AusPlots database on “the cloud”
–Query directly or serve through ÆKOS
Benefits
–Ease of data collection
–Less opportunities for error
–Save significant $$ on data entry
–Ensures data collected in correct format
–Speed up data collection
33. Collaboration with:
TERN Soils, CSIRO Land and Water –National Soils Archive
Analyses conducted:
–Robustly store samples for future use
–Wet chemistry
–MIR analysis
–Calibration of MIR
Knowledge gained
–Soil chemical inventory of rangeland –very few samples outside agricultural areas
–Will inform the soils map of Australia
–Provide continental soil carbon and nutrient info
–Provide for future uses
34. Collaboration with:
Bioplatformsaustralia
Analyses conducted:
–Metagenomicanalysis of dried soil
•9 samples per plot
•By all plots
Knowledge gained
–Biodiversity discovery
–Metagenomicsoil community assessment across the continent
–Informs diversity and function of soil biota
–Soil biota distribution in relation to geology, climate, vegetation
–Tests how well soil DNA can be used as rapid biodiversity survey
35. Collaboration with:
e-Mast
Analyses conducted:
–Isotope Analysis (A)
–Plant functional traits (M)
–Wet/ Dry Mass –Leaf area (M)
–Respiration info (S)
Knowledge gained
–Provides essential modeling inputs
–Information not available to date
–Inform on carbon
–Better modeling + increased predictive/ what if scenarios
36. Collaboration with:
JahrenLab –University of Hawai’i
& David Keith UNSW & eMAST
Analyses conducted:
–Plant Isotope Analysis
Knowledge gained
–Info on plant stresses
–Info in best adapted species
–Info on species at risk
–Compared to morphological and genetic indicators of stress
–Inform models on how species effected by climate change
–Species headed for extinction
37. Collaboration with:
IBOL, CBOL, BGI
Analyses conducted:
–Barcodingof plant samples (curated)
–Population genetic analysis of plant samples (all replicates)
–Transcriptomeanalysis (targeted sites)
Knowledge gained
–Evolutionary relationships -species/communities
–Phylogeneticdiversity and endemism
–Community phylogeny and evolutionary adaptation
–Ecosystem refugiaand genetic diversity
–Colonisation/contraction dynamics
–Connectivity and biogeographicdisjunction analysis
–Adaptive gene identification and screening
–Gene expression changes in response to environment
38. Collaboration with:
Department of Agriculture, Fisheries and Forestry/ National Earth Observations Group –GeoscienceAustralia
Analyses conducted:
–Point Intercept
–Conversion of Point Intercept data to functional groups
–Data collection on the “app”
–Data storage
Knowledge gained
–Validation of Land Cover datasets
–Particularly Fractional Cover datasets
–Inform NEO DLCM –Accuracy assessment
39. The AusPlotsMethods ManualAn Introductionhttp://tern.org.au/AusPlots-Rangelands-Survey- Protocol-Manual-released-bgp1915.html
62. Funding and Expenses
•Wages
•Vehicles and fuel
•Accommodation
•Equipment costs
–Stationary, printing, maps etc
•Licence and access fees
–Existing data, permits, etc
•Food and living expenses
•Petty cash
–Unexpected repairs, consumables, other expenses
•Consultant fees
•Additional wages or survey-specific expenses
63. Legislative Requirements
•Scientific Permits (State Govt)
–Required for research that requires “taking” any protected species from the wild (inc. private land)
–research carried out in reserves, including collection of soil, rocks, leaf litter, etc.
National Park
Regional Reserve
Conservation Reserve
Conservation Park
Wilderness Protection Area
Crown Lands
Game Reserve
Wilderness Protection Zone
Forest Reserves
Recreation Park
Heritage Agreement Area
Public Parks
Aboriginal Heritage Sites, Aboriginal Lands, Fisheries, Registered Heritage Places
EPBCAct: Actions which may have a significant impact uponWorld Heritage Areas, RamsarWetlands, Listed Species & Communities, or Migratory spp.
64. Legislative Requirements
Animals
•Licence for Teaching, Research or Experimentation involving animals
–SAPrevention of Cruelty to Animals Act 1985
–Application to Animal Welfare Unit, DEWNR (fee $)
•Animal Ethics
–Any activity involving “interaction with vertebrates (except fish) must be approved by an AEC.
•State Govt agencies, universities, etc have dedicated or joint AECs, many are availability to external parties.
•Licence to Possess and Administer Drugs for Euthanasia (S4 Licence)
65. Biosecurity
•Chytridfungus, Phytopthora, Myrtle Rust
•Crazy ants, Cryptosporidiosis, etc
•Avoid or limit movement of specimens between sites
•Follow local hygiene protocols - clean vehicles, boots, clothes and survey equipment
•Contact local agencies to be aware of local risks
66. Cultural Considerations
•Proclaimed Aboriginal Lands or areas owned by Indigenous communities require advanced planning and permission
–sacred sites (gender and initiation considerations)
–disturbance of significant landscape features
–removal or disturbance of sacred plants and animals
–entry permits
–local communities may wish to be actively involved in survey activities (and may ask for payment)
•Aboriginal Consultative Committees can advise best approach to take (and timeframes required)
67. Landholders and Local Community
•Consult after funding and permits have been secured to plan specifics of survey
•Explain aims and constraints, ask for views
•Landholder may wish to be involved in survey
•Publicise activities in local community, particularly with local rangers, Landcaregroups, etc
•Consider notifying Police
68. Reconnaissance Trips
•Check survey sites prior to survey beginning
•Area may have changed significantly since selection
•Fire, flood, agriculture or other disturbance may rendersite unsuitable
•Logistical challenges best identified in advance (access, etc)
69. Confirmation with Landholders
•Once sites and survey dates have been confirmed, all landholders and managers should be contacted to confirm arrangements
•Identify any areas to be avoided
•Ensure access (keys etc)
•Check which radiofrequencies are usedlocally
70. Field Equipment and Vehicles
•Ensure equipment and vehicles are suitable for conditions and provide adequate contingencyTerrain: 4WDs, radios
–Remote: Satellite phone, radios, extra fuel and water etc
–Weather: wet weather gear, extra water, mosquito protection, warm clothes, etc
71. Survey Specific Items
•Local maps, including general area
–Hospitals, nearest supermarket, etc
•Data collection sheets (hole punched)
•ID field guides
•Specimen containers and labels
•Photopointmarkers and discs
72. Survey Participants
Adequate expertise and support
Scientific expertise, drivers, hazardous goods handlers, etc
Ensure there is someone familiar with the method
Ensure roles are clearly identified
Medical information
Volunteers
Should be reimbursed for out of pocket expenses
Make it clear what costs they will need to cover
73. Pre-Survey Meeting
•Ensures everyone is on the same page
•Survey coordinators give overview of methodology, location of survey site, accommodation, etc
•Collection of keys, local contacts, facilities, etc
•Local issues
–Biosecurity
–Cultural considerations
•Handouts
–Include the above
–contact information forall participants
74. Transport
•Appropriate vehicles
•Vehicle checklists and backup gear
–Well ahead of time and prior to departure
•Driver training
–Manual cars, 4WD, towing, heavy vehicles, etc
–Winch and radio operation
•Meeting points
75. Packing
•Ensure enough space for personal gear
–let participants know beforehand what they will need and how much they can bring
•Pack as much as possible ahead of time
•Pack safely
–tie down loose items
–don’t carry liquid nitrogenor formalin inside passengercompartments
76. Scheduled Check-Ins
•Establish regime prior to leaving
•Check in at least daily (more often in summer or if conditions are adverse)
•Base must launch rescue if three call-ins are missed (e.g. 9am, 4pm, 9am) and contact cannot be made
•Backup form of contact
–radios, mobile phones, satellite phones, locallandlines, etc
77. From the office you’ll always know where your staff are.....If they’re in possession of their spot device