Submitted:
05 May 2026
Posted:
07 May 2026
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Abstract
Keywords:
1. Introduction
2. Study Area

3. Materials and Methods
3.1. Rainfall Analysis and Design Storms
3.2. Rain-on-Grid 2D Hydrodynamic Model
3.3. Channel Hierarchy and Lateral-Inflow Extraction
3.4. Hazard Classification
3.5. Vulnerability and Risk Assessment
3.6. Hydraulic Assumptions for Structural Measures
3.6.1. Urban Expansion Scenarios (Villa Cielo)
3.7. Sinu River Modeling

4. Results
4.1. Flood Hazard: Mechanisms and Spatial Distribution

4.2. Urban Flood Risk: Exposure, Vulnerability, and Asset Classification

4.3. Ranking of Priority Hotspots
5. Intervention Measures
| Axis | Structural | Non-structural (prospective) |
|---|---|---|
| Sinu River | N/A | Relocation of exposed assets; bank-stability studies for new developments; formal 12 m ronda delimitation |
| Macro-drainage | Channel optimization (section, dikes, land-raising, retention lagoons) | 12 m buffer |
| Micro-drainage | Channel section optimization | 12 m buffer; cleaning and maintenance; water parks; downtown drainage plan |
| New developments | N/A | Sustainable construction code; minimum-elevation map; land-management instruments; SAT; CURBA |
5.1. Structural Measures: Scenarios M1 and M2


5.1.1. Urban Drainage Plan for the Downtown Area
5.2. Non-Structural Measures
5.2.1. Sinu River Ronda Management
5.2.2. Sustainable Urban Drainage Master Plan (PMDUS)

5.2.3. Early Warning System (SAT) Integrated with Urban Mobility
5.2.4. CURBA Integration and Minimum Construction-Elevation Map

5.2.5. Land-Management Instruments
5.3. Residual Risk Analysis (Monte Carlo Model)


6. Emergency Response: February 2026 Cold-Front Event
6.1. Event Characterization and Hydrological Context

6.2. Field Documentation of Water-Surface Elevations
6.3. Three-Front Mitigation Strategy
6.3.1. Front 1 — Perimeter Containment Dike (4,300 m, Commune 1)
6.3.2. Front 2 — High-Capacity Pump Stations
| Sector | Neighborhoods | Observation |
|---|---|---|
| 1 | La Ribera; Panamá neighborhood | Evacuating through Channel Centenario, redirected to Pitolandia property. |
| 2 | La Navarra; El Portal I–III; Los Colores; Los Ébanos; Villa Nazaret; La Vid | Much of the territory is already dry. |
| 3 | La Palma; Rancho Grande; Mi Ranchito; Nuevo Horizonte; Sector Campano | Mostly dry; lower-capacity pumps are required to remove stagnant water. |
| 4 | Caracolí; El Níspero I–II; Vallejo | Critical zone adjacent to Berlin wetland. Strategy: perimeter dike + 6–8 × 3” motor pumps; tractor pump at Channel Vallejo intersection (highest cota). |
| 5 | El Dorado; El Poblado | Standing water 50–70 cm average in El Poblado; intervention on Channel Pitolandia dike and high-capacity tractor pump recommended. |
| 6 | Commune 2 | Water has already evacuated to Channel Centenario. |
6.3.3. Front 3 — Channel Vallejo–Dorado Hydraulic Optimization
7. Discussion
7.1. From EDRI to Implementation: Governance Considerations
7.2. Limitations and Future Work
8. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
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| Land use | Area (km²) | % area | CN |
|---|---|---|---|
| Forested pastures | 3.59 | 68.04 | 75 |
| Weedy pastures | 1.18 | 22.47 | 72 |
| Continuous urban fabric | 0.25 | 4.83 | 89 |
| Discontinuous urban fabric | 0.24 | 4.53 | 77 |
| Roads | 0.00 | 0.08 | 92 |
| Artificial water bodies | 0.00 | 0.04 | 98 |
| Urban green areas / bare land | 0.00 | 0.01 | 80–85 |
| Total (weighted CN = 75.12) | 5.27 | 100.0 | — |
| TR (yr) | CN = 75 | CN = 77 | CN = 80 | CN = 83 | CN = 86 | CN = 89 |
|---|---|---|---|---|---|---|
| 2.33 | 20.18 | 22.49 | 23.73 | 26.31 | 27.65 | 30.41 |
| 5 | 33.92 | 36.70 | 38.12 | 40.99 | 42.44 | 45.56 |
| 10 | 38.31 | 41.18 | 42.64 | 45.57 | 47.04 | 50.27 |
| 25 | 44.52 | 47.50 | 48.99 | 51.98 | 53.56 | 56.85 |
| 50 | 54.13 | 57.22 | 58.75 | 61.91 | 63.60 | 66.92 |
| 100 | 65.43 | 68.61 | 70.18 | 73.61 | 75.32 | 78.65 |
| Measure | Quantity | Unit cost (COP) | Total cost (COP) |
|---|---|---|---|
| Channel optimization | 17,151.1 m | 3,074,638 / m | 52,734,653,931 |
| Ground-level raising | 299,521 m³ | 95,000 / m³ | 28,454,495,000 |
| Protection dikes | 34,806 m³ | 95,000 / m³ | 3,306,541,500 |
| TOTAL | — | — | 84,495,690,431 |
| Alternative | Advantages | Disadvantages |
|---|---|---|
| Geotextile bags with impervious bag-soil fill | Lower cost | Reduced maneuverability |
| Geocontainers / hydrotubes | Greater installation speed; superior hydraulic containment | Higher unit cost |
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