U.S. Department of the Interior U.S. Geological Survey Buffelgrass Scenarios for Ironwood Forest National Monument Tracy Holcombe, Leonardo Frid, Catherine Jarnevich
Why are we here? Understand your needs Create a useful product DSS for Ironwood Applicable Elsewhere
Agenda – Day One Present prototype models for Ironwood How the model works Inputs Scenario Outputs Breakout Groups Needs and requirements for a DSS Developing scenarios (Decisions and Uncertainties) Discussion Presentation on Helicopter Study
Agenda – Day Two Presentation of additional scenario outputs Presentation on treatment effectiveness at Saguaro National Park Presentation to decision makers Discussion Product Factsheet – Workshop outcomes and scenario Results
How can a DSS help? Resources are limited Alternative actions are expensive Lag time between actions and results How to get the highest return on investment? $
Alternative decisions Inventory - $$$$$ Treatment - $$$$$$$$$ Maintenance - $$$ Inventory - $$$$$$$$$$$ Treatment - $$ Maintenance - $$$$ OR?Where?
Multiple objectives Public safety Biodiversity Tourism Cost effective
Catalina Study Area
Calibrating Spread
Questions? What if control could happen in neighboring areas? What if intensive surveys could be conducted more frequently? What if budget could be increased? What if treatment effectiveness could be increased? What would the cost be?
Questions? How much buffelgrass is invading from neighboring lands? What if volunteers were not available? What if budgets were interrupted so treatment would only happen every two years? Where is the biggest fire risk? Where would the most effective treatment to reduce fire risk?
Model development process Biology of species Growth, Spread and Mortality Management activities Effectiveness Amount Cost Scenarios Change management actives Change management amounts Change uncertainties
State and Transition Model
Current Buffelgrass Invasion Based on survey data Classified into categories listed
Ironwood Land Ownership Remote = 1 mile from roads Units here define management actions
Habitat suitability Classifies landscape into three categories Used to change max density, probability of establishment and spread
Scenarios run No Management Current Management Double Budget Manager allocated Manage everywhere – reduced inventory Mortality Based on precipitation
No Management No management No mortality
Management Input Management Activity<5% 5 to 50% >50% >50 partial Cost Per Acre Acres Per Yr Incidental Inventory1%50%90% $0.0612,000 Intensive Field Surveys90% 100% $ ,000 Vehicle Mounted Spraying50%* 25% $ Backpack Spraying (accessible)50%50%*50%25%* $ Volunteer Hand Pulling (accessible & remote) 90% 9% $ Follow-up maintenance (volunteer remote) 100%NA $ Follow-up maintenance (accessible)100%NA $ Effectiveness by percent cover *Have updated values not yet incorporated
Current Management
Double Budget Intensive inventory frequency – 7 to 3 years Backpack spraying – 200 to 300 acres Added more costly contract hand pulling Accessible – 30 acres Remote – 10 Acres Follow-up maintenance – 80 to 160 acres
Double Budget
Management Everywhere Same ratio of mgmt as current scenario Lower probability of inventory
Mortality and Growth Index used to spatially alter probability of mortality and growth
Mortality Same as current mgmnt + mortality
Detected vs. Undetected
Inventory and Control Costs
Management Costs
Management Efficiency
Updates to be incorporated Inventory needs to be updated. Affects the amount acres that are detected. When it is updated there will be more inventory occurring, and potentially more buffelgrass found. Update the effectiveness of spraying Explore inventory vs. control Calibrate with Tucson Mountain data Explore more scenarios