Foundations of
Modeling Coupled Human & Natural Systems
A Process- & Feedback-Oriented Approach
Garry Sotnik
January, 2021
Version: 0.4.1 (work-in-progress)
Summary: Coupled Human & Natural Systems (CHANSs) is a relatively new term created by an international group of leading environmental and social scientists to reflect the interconnected nature of human and natural systems. The underlying thread tying together this new body of research and used to conceptualize human-nature interaction and behavior is complexity/systems theory. This book introduces readers to this new and exciting field of study, to modeling and simulation in general, and specifically to five modeling approaches useful for conducting research within this new field, including Causal-Loop Diagramming, Fuzzy Cognitive Mapping, Stock & Flow Modeling, Social Network Modeling, and Multi-Agent Modeling. Through hands-on application, readers will explore a number of concepts related to modeling and complexity/systems theory, including: feedback, nonlinear dynamics, regime shifts, self-organization, self-organized criticality, emergence, the adaptive cycle, and resilience.
Citation: Sotnik, G. (January, 2021). Foundations of Modeling Coupled Human & Natural Systems: A Process- & Feedback-Oriented Approach. Manuscript retrieved from https://www.sosiel.org/education/textbook-fm_chanss
Copyright: 2021 SOSIEL INC. All rights reserved.
Table of contents
Front Matter
About the author and editing team
PART 1: Problems and solutions in coupled human & natural systems
1. Problems and solutions in coupled human & natural systems
PART 2: Theoretical foundations
3. Organized complexity and human cognition
4. Coupled human and natural systems
5. Resilience, vulnerability, & adaptive capacity
PART 3: Modeling & simulation
7. A general modeling methodology
9. Fuzzy cognitive mapping
13. Participatory modeling
14. Scenario analysis
15. Uncertainty analysis
16. Communication & accreditation
Part 4: Case studies
17. Multilevel Group Selection I