We often measure what we can, and assume what we cannot measure does not matter. Models, indicators, and frameworks give us a sense of control, but often conceal uncertainty, cognitive biases, and epistemological limitations. Precision is mistaken for accuracy, and complexity is reduced to what fits within antological capacity and analytical convenience.
Is resilience an emergent property? What are its universal enablers or barriers, and how can a leverage point for maximized resilience return on investment be identified?
PRI challenges how resilience itself is conceptualized, measured, and operationalized. We develop methodologies that embrace uncertainty, non-linearity, and systemic interdependencies—enabling decision-making that is adaptive, reflexive, and grounded in the realities of a rapidly changing planetary system.
Topics under Resilience Concept, Tools, and Methodologies
- Concept development in the existing relevant landscape of resilience
- Planetary governance science for actionable knowledge
- Monitoring, evaluation, learning, accountability, audit, and certification approaches
- Anticipatory polycrisis governance
- Planetary health and well-being
- Space governance and planetary protection
- Political economy of planetary resilience
- Ethics of planetary resilience governance
- Recursive and Systemic Risk
- Desilience
- Emergent behaviors and non-linear dynamics in socio-techno-ecological systems
- Feedback loops, leverage points, and tipping points in planetary systems
- Self-organization and adaptive capacity mechanisms that lead to resilience
- Early warning signals of systems approaching tipping points
- Cross-level panarchial organization and attractor basins of sustainability
- Transformative capacities frameworks
- Quantum computing for CAS modeling and visualization
- Advanced network topology and emergent geometry
- Developing standardized metrics for systemic resilience measurement
- Multi-scale resilience assessment tools and datasets for social-techno-ecological systems
- Indicator development and validation methodologies
- Systemic resilience evaluation frameworks
- Health-resilience synergies
- Socioecological valuation frameworks
- Arts-based research and practice
- Quantifying resilience interventions effectiveness
- Co-benefits and trade-offs assessment
- Long-term impact tracking and evaluation
- Cost-benefit analysis for adaptation measures
- Desilience
- Technology design aligned with ecological principles
- Digital tools, data, and computational capacities for resilience monitoring and decision making
- Sustainable innovation pathways
- Assessment of technological innovation’s impact across scales, species, and generations
- Earth system digital twin, space data, and IoT for planetary monitoring and emerging planetary risks
- Integrated AI and real-time planetary observatory systems for decision support systems
- AI’s and Novel technological risks to planetary systems
- Sociotechnical Imaginaries
- Computationally efficient optimization methods
- Behavioral science and neuroscience for decision-making under uncertainty
- Stakeholder engagement and participatory governance tools
- AI-assisted decision making
- Adaptive management frameworks
- Participatory Modeling and Integrated Collaborative Decision Making (ICDM)