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A lightweight dataflow-based software framework for building forest simulators

delete2025-09-11
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PRE
AI
T
Tapio Lempinen *
L
Lauri Mehtätalo
A
Annika Kangas
T
Tero Heinonen
P
Paulo Borges
J
Jari Vauhkonen
DOI:10.1016/j.envsoft.2025.106661delete
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Abstract

Abstract

En 中文
• We propose an easily modifiable and efficient forest simulator framework. • Dataflow-based approach automates discovery of data model and model chains. • Model functions are language- and framework-independent. • A domain-specific language is introduced for model metadata. • Dataflow compiler reduces redundancy and overhead in model chains.
Keywords:
Simulation
Forest management planning
Model linking
Domain-specific language
Software design
AI Summary

AI Summary

Key information extracted from the uploaded paper, including a brief overview, abstract, background, key highlights, visual analysis, and future outlook.

Journal

E
Environmental Modelling and Software
IF:
4.6
Papers:
511
Citations:
1.8W

Organization

N
Natural Resources Institute
Scholars:
57
Papers: 25
Citations: 941
U
University of Eastern
Scholars:
7
Papers: 5
Citations: 0
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