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LUMASS
a Spatial System Dynamics Modelling Framework
Alexander Herzig and Daniel Rutledge
Land-Use Management Support
How does the system work?
How does the system react to management?
Spatially explicit system dynamics modelling
 System understanding
 Impact assessment
What do we do?
Where do we do it?
Spatial optimisation
 Land-use development scenarios
 Resource-use efficiency
Design Criteria
 Raster-based (attribute table support)
 Large data support
 Multi-scale (space and time)
 Dynamic models
 Component-based
 Easy to use for non-programmers
LUMASS Features
• Multi-dimensional data support
• Legacy model integration
• Cellular automata modelling
• Spatial Optimisation
• SQL processing
• Visual programming environment
• Auto-completion
• Syntax highlighting
• Map display (3D)
• Table viewing and manipulation
FrameworkUserinterface
LUMASS GUI
Basic Model Mechanics
Process
Components
Hierarchy and Execution Order
Dynamics &
Feedback
Dynamic Parameters
Dynamic Parameters
Dynamics & Feedback
Dynamics and Feedback – Daisy World
Daisy World Dynamics
Erosion Mitigation Optimisation
Mitigation Option 1
(Effectiveness, Cost)
Mitigation Option …
Mitigation Option n
(Effectiveness, Cost)
Mitigation Budget Farm
Mitigation Zones
Erosion Mitigation Optimisation
Model to the Data
lumassengine
LUMASS GUI
LUMASS Model </xml>
Data Store
Cluster
Data Service
User Data
User Data
Data
Provider
Local
Architecture
What’s next
• OGC Web Services Clients (e.g. WCS)
• Interoperability (OMS3, BMI)
• rasdaman – SQLite interface
• Python-based MapKernel filter
• Lateral Transport
• Evaluation & Visualisation
• Reporting
• …
Acknowledgement
for support, contribution and funding: Anne-Gaelle Ausseil, John
Dymond, Alison Collins, Chris Phillips, Justine Daw, Jackie Aislabie,
Garth Harmsworth, Robbie Price, David Whitehead, Fiona Carswell,
New Zealand Ministry of Business, Innovation and Employment’s
Science and Innovation Group, Northland Regional Council and
Auckland Council
Download & Documentation
https://bitbucket.org/landcareresearch/lumass

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LUMASS - a Spatial System Dynamics Modelling Framework