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The Rapid Initial Community Builder (RICB) V1.1 for LANDIS-II.
Steven A Flanagan1, Zachary J Robbins2, Mac A Callaham1
1Disturbance and Prescribed Fire Laboratory, Southern Research Station, U.S. Forest Service, Athens, GA, USA.
Methodsx
|January 9, 2026
Summary
The Rapid Initial Community Builder (RICB) simplifies forest ecosystem modeling by automating initial community setup. This tool reduces the time and technical expertise needed for landscape-scale forest succession simulations.
Area of Science:
- Forest Ecology
- Computational Modeling
- Land Management
Background:
- Ecosystem process models, particularly landscape class models, are crucial for predicting forest resilience and future structure under disturbance.
- Current models require extensive user input for site-specific initialization, limiting widespread adoption.
- Generating initial forest communities for these models is a significant bottleneck.
Purpose of the Study:
- To develop a tool that automates and streamlines the creation of initial forest communities for landscape ecosystem process models.
- To reduce the time and technical barriers associated with model setup for land management applications.
Main Methods:
- The Rapid Initial Community Builder (RICB) was developed as an executable file.
- RICB utilizes high-resolution CONtinental United States (CONUS) forest coverage and type data.
- Data is modified for compatibility with the LANDIS-II ecosystem process model, removing coding barriers.
Main Results:
- RICB significantly reduces the time required for generating initial forest communities.
- The tool eliminates the need for users to possess coding expertise or manage software versioning.
- Implementation of landscape ecosystem process models for new sites is greatly facilitated.
Conclusions:
- The Rapid Initial Community Builder (RICB) effectively addresses the challenge of intensive data assimilation for model initialization.
- RICB enhances the accessibility and practical application of landscape ecosystem process models in land management.
- This automation supports more efficient and widespread use of forest simulation tools for decision-making.
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