Sustainable Governance of Natural Resources

Sustainable Governance of Natural Resources

Uncovering Success Patterns with Machine Learning

Frey, Ulrich

Oxford University Press Inc

11/2020

334

Dura

Inglês

9780197502211

15 a 20 dias

612

Descrição não disponível.
Acknowledgments

Chapter 1: Introduction
1.1 The high importance of natural resources
1.2 Research question and goals

Chapter 2: State of Research
2.1 What are fundamental biological mechanisms of cooperation?
2.2 What drives cooperation in laboratory experiments?
2.3 Common-pool resources
2.4 A primer on social-ecological systems
2.5 Potential success factors for sustainable management of social-ecological systems

Chapter 3: Data
3.1 Common-pool resource database
3.2 Nepal irrigation institution study database
3.3 International forestry resources and institutions database
3.4 Comparability of databases
3.5 Data preparation

Chapter 4: Methods
4.1 Introducing the three statistical methods used
4.2 Operationalizing the success factors via a new indicator system

Chapter 5: Results and Discussion
5.1 Synthesis of success factors
5.2 Results for the common-pool resource data
5.3 Results for the Nepal irrigation institution study data
5.4 Results for the international forestry resources and institutions data
5.5 Results for a combined full model
5.6 Robustness and sensitivity analyses

Chapter 6: Discussion and Conclusion
6.1 Final assessment
6.2 New findings
6.3 Summary
6.4 Outlook

Chapter 7: Appendix

References
Index
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