River Corridors and River Engineering Works as Critical Infrastructure for Flood Resilience: Case Study of the Gradaščica River in Ljubljana, Slovenia
Abstract
1. Introduction
2. Flood Resilience and Critical Infrastructure Concepts
2.1. River Engineering Works as Critical Infrastructure
2.2. River Corridor as Critical Infrastructure
3. Methodological and Monitoring Framework
3.1. Study Area
3.2. River Restoration Works
3.3. Flood Risk and RAMSSHEEP-Based Resilience Assessment
3.4. Monitoring Framework
4. Results and Discussion
4.1. RAMSSHEEP-Based Resilience Assessment
4.2. Water Temperature as an Indicator of Ecosystem Services
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Abbreviations
| NATURE-DEMO | Nature-based Solutions for Demonstrating Climate-Resilient Critical Infrastructure |
| DRSV | Slovenian Water Agency (orig. Direkcija Republike Slovenije za vode) |
| KPI | Key Performance Indicator |
| RAMSSHEEP | Reliability, Availability, Maintainability, Safety, Security, Health, Environment, Economics, Politics |
Appendix A
| Abbreviation | Description |
|---|---|
| SRS | Safety, Reliability and Security |
| AM | Availability and Maintainability |
| EC | Economy |
| EV | Environment |
| HP | Health and Politics |
| Score | Interpretation |
|---|---|
| 1 | Very good performance, high resilience |
| 2 | Good performance, minor deficiencies |
| 3 | Fair, moderate performance |
| 4 | Poor performance, significant deficiencies |
| 5 | Very poor performance, high vulnerability |
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| Sensor | Mean | Median | Std. Dev. | Min | Max |
|---|---|---|---|---|---|
| mg01 | 18.01 | 18.32 | 1.92 | 12.60 | 21.91 |
| mg02 | 18.30 | 18.68 | 2.00 | 12.94 | 22.70 |
| mg03 | 18.68 | 18.93 | 2.26 | 13.02 | 23.97 |
| mg04 | 19.02 | 19.08 | 2.50 | 13.07 | 25.20 |
| mg05 | 19.05 | 19.08 | 2.54 | 13.12 | 25.23 |
| mg06 | 19.84 | 19.59 | 3.01 | 13.41 | 27.24 |
| mg07 | 19.90 | 19.64 | 3.05 | 13.44 | 27.25 |
| mg08 | 20.75 | 20.89 | 3.15 | 13.72 | 27.13 |
| mg09 | 20.97 | 21.29 | 3.16 | 13.71 | 26.94 |
| mg10 | 22.62 | 22.35 | 5.04 | 9.36 | 34.40 |
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Kuzmanić, T.; Alivio, M.B.; Kuschel, E.; Mikoš, M.; Lebar, K. River Corridors and River Engineering Works as Critical Infrastructure for Flood Resilience: Case Study of the Gradaščica River in Ljubljana, Slovenia. Infrastructures 2026, 11, 330. https://doi.org/10.3390/infrastructures11090330
Kuzmanić T, Alivio MB, Kuschel E, Mikoš M, Lebar K. River Corridors and River Engineering Works as Critical Infrastructure for Flood Resilience: Case Study of the Gradaščica River in Ljubljana, Slovenia. Infrastructures. 2026; 11(9):330. https://doi.org/10.3390/infrastructures11090330
Chicago/Turabian StyleKuzmanić, Tamara, Mark Bryan Alivio, Erik Kuschel, Matjaž Mikoš, and Klaudija Lebar. 2026. "River Corridors and River Engineering Works as Critical Infrastructure for Flood Resilience: Case Study of the Gradaščica River in Ljubljana, Slovenia" Infrastructures 11, no. 9: 330. https://doi.org/10.3390/infrastructures11090330
APA StyleKuzmanić, T., Alivio, M. B., Kuschel, E., Mikoš, M., & Lebar, K. (2026). River Corridors and River Engineering Works as Critical Infrastructure for Flood Resilience: Case Study of the Gradaščica River in Ljubljana, Slovenia. Infrastructures, 11(9), 330. https://doi.org/10.3390/infrastructures11090330

