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Updated: Feb 5, 2026

Visualizing Visual Adaptation
Published on: April 24, 2017
Visualizing dynamic capabilities as adaptive capacity for municipal water governance
Jeffrey M Widener1, Travis J Gliedt1, Preston Hartman1
1University of Oklahoma, Norman, OK USA.
Municipal water systems innovate more with strong dynamic capabilities, not population or income. This study visualizes climate adaptation successes and failures to guide future infrastructure planning.
Area of Science:
- Environmental Science
- Public Policy
- Urban Planning
Background:
- Climate change poses significant risks to municipal water systems.
- Innovation in public sector water management has historically lagged.
- Understanding factors driving municipal water system adaptation is crucial.
Purpose of the Study:
- To analyze municipal water governance and innovation in response to climate change in Oklahoma.
- To identify key drivers of innovativeness in water systems.
- To visualize the relationship between dynamic capabilities, policy, and infrastructure adaptation.
Main Methods:
- Qualitative geographic information system (GIS) developed using ArcMap 10.3.
- Fieldwork including interviews and site observations in 38 Oklahoma cities.
- Analysis of socio-economic factors, policy influence, and risk perception.
Main Results:
- Innovativeness in water systems is directly linked to dynamic capabilities.
- Population size, income, and decision-maker education indirectly influence innovation rates.
- Some municipalities demonstrate surplus adaptation capacity, while others translate capacity into efficient innovation.
Conclusions:
- Digitalized GIS visualizations offer insights into water governance successes and failures.
- Findings highlight the utility of digitalization for sustainable water infrastructure solutions.
- Educating citizens and decision-makers on climate adaptation strategies is essential.
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