CourseCivil, Rail & Smart Cities Applications open

Urban Resilience KPIs Course

Online 300 h course in KPIs in Urban Resilience. 6 modules covering ISO 37123 Sustainable cities and communities: indicators for resilient cities, ISO 37120 Indicators for city services and quality of life, and Power BI. Tutor assigned and enrolment open.

Duration300 h
ModeOnline
Start datesSet by the faculty
AwardSEIUM Institute certificate
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Learning outcomes

What you will be able to do

01

Understand the main frameworks for measuring urban resilience.

02

Design quality indicators using methodological fact sheets.

03

Build composite indices using weighting and aggregation techniques.

04

Calculate ISO 37123 indicators from real data.

05

Develop dashboards that support decision-making.

06

Evaluate resilience strategies through systematic monitoring.

07

Communicate indicator results to decision-makers and citizens.

Profile

Who it's for

  • Urban data analyst looking to specialise in KPIs in Urban Resilience.
  • Strategic planning technician looking to specialise in KPIs in Urban Resilience.
  • Municipal resilience manager looking to specialise in KPIs in Urban Resilience.
  • Sustainability indicators consultant looking to specialise in KPIs in Urban Resilience.
  • Urban observatory manager looking to specialise in KPIs in Urban Resilience.
  • Public policy evaluation technician looking to specialise in KPIs in Urban Resilience.
  • Graduates in engineering or science looking to enter local government.
Standards & tools

What you'll work with

  • ISO 37123 Sustainable cities and communities: indicators for resilient cities
  • ISO 37120 Indicators for city services and quality of life
  • Sendai Framework for Disaster Risk Reduction 2015-2030
  • ISO 37122 Indicators for smart cities
  • UNE 178201 Smart cities: definition, attributes and requirements
  • ISO 22316 Organisational resilience: principles and attributes
  • ISO 37101 Sustainable development in communities: management system
Syllabus

6 modules · 300 h

  1. 1.1Why measure a city's resilience
  2. 1.2Indicators, indices and dashboards
  3. 1.3Static and dynamic resilience
  4. 1.4Dimensions: physical, social, economic, institutional
  5. 1.5Arup's City Resilience Index framework
  6. 1.6UNDRR resilience scorecard
  7. 1.7ISO 37123 indicators for resilient cities
  8. 1.8Open data and official statistical sources
  9. 1.9Common errors in selecting indicators
  10. 1.10Case study: comparison of two indicator frameworks
  1. 2.1SMART and RACER quality criteria
  2. 2.2Input, process, output and impact indicators
  3. 2.3Baseline and quantified targets
  4. 2.4Indicator methodological sheets
  5. 2.5Normalisation and measurement scales
  6. 2.6Weighting with AHP and expert panels
  7. 2.7Aggregation into composite indices
  8. 2.8Sensitivity and uncertainty analysis
  9. 2.9Indicators disaggregated by gender and neighbourhood
  10. 2.10Workshop: indicator sheets for an urban service
  1. 3.1Recovery time of essential services
  2. 3.2Redundancy of water and energy networks
  3. 3.3Access to facilities during crises
  4. 3.4Population exposed to natural hazards
  5. 3.5Coverage of alerts and drills
  6. 3.6Social indicators of cohesion and vulnerability
  7. 3.7Economic and fiscal indicators
  8. 3.8Governance and planning indicators
  9. 3.9ISO 37120 urban services indicators
  10. 3.10Practice: calculating indicators with municipal open data
  1. 4.1Data architecture for dashboards
  2. 4.2Integration of heterogeneous sources
  3. 4.3Visual design of executive panels
  4. 4.4Indicator maps and traffic lights
  5. 4.5Automatic updating and APIs
  6. 4.6Real-time urban data platforms
  7. 4.7Indicators for operational decision-making
  8. 4.8Data storytelling for policymakers
  9. 4.9Accessibility and open publication
  10. 4.10Lab: resilience dashboard in Power BI
  1. 5.1Monitoring plans and frequency
  2. 5.2Evaluation of resilience strategies
  3. 5.3Benchmarking across cities
  4. 5.4WCCD certification based on ISO 37120
  5. 5.5Reporting on Sendai Framework targets
  6. 5.6Linking with the SDGs and the Urban Agenda
  7. 5.7Results-based management in public administration
  8. 5.8Data quality audit
  9. 5.9Review and improvement of the indicator system
  10. 5.10Case study: annual resilience report for a city
  1. 6.1Selection of the city and its context
  2. 6.2Review of reference frameworks
  3. 6.3Definition of the indicator system
  4. 6.4Complete methodological sheets
  5. 6.5Data collection and calculation
  6. 6.6Dashboard prototype
  7. 6.7Interpretation of results
  8. 6.8Data-driven improvement proposals
  9. 6.9Report and presentation
  10. 6.10Final review with the tutor
Methodology, software & labs

How you'll learn

100 % online training on the SEIUM campus, with downloadable material, recorded classes and an assigned technical tutor. No fixed timetables: students progress at their own pace within the intake, which makes it possible to combine the course with work.

Each module combines theory, guided reading of the original standard and applied exercises. The working software is Power BI, Tableau, QGIS, R, Python, in free, academic or evaluation versions. The practical work is based on real procedures for designing a municipal resilience indicator system, calculating ISO 37123 indicators with open data, and developing an executive dashboard. Assessment is continuous per module plus the final integrating project.

Accredited laboratories(EN ISO/IEC 17025) with rotor test rig, EMC/Lightning pre-compliance, HIL/SIL, vibration/acoustics.
Evidence-focused Master's Thesis:safety case, test plan, compliance dossier and operational limits.
Industry mentoring:lecturers with experience in training, , eVTOL/UAM and flight test.
Flexible format(hybrid/online), international cohorts and support from SEIUM Career Services.
Ethics and safety:a safety-by-design approach, cyber-OT, DIH and compliance as pillars.
Capstone project

Build it end to end

Your final project follows the real engineering workflow, step by step, reviewed by your tutor.

Selection of the city and its context

Understand the main frameworks for measuring urban resilience.

Review of reference frameworks

Design quality indicators using methodological sheets.

Definition of the indicator system

Build composite indices using weighting and aggregation techniques.

Complete methodological sheets

Calculate ISO 37123 indicators from real data.

Data collection and calculation

Develop dashboards that support decision-making.

Career opportunities

Where this takes you

Urban data analystStrategic planning technicianMunicipal resilience managerSustainability indicators consultantUrban observatory managerPublic policy evaluation technician
Admissions & scholarships

Requirements

  • No prior degree is required.
  • Internet connection and a computer capable of running the programme's software.
  • Sufficient level of Spanish to follow technical regulatory texts.

Ready to start?

Send your application today. Our admissions team replies within 72 hours with your study plan and funding options.

FAQ

Frequently asked questions

The programme totals 300 hours, spread over 3 to 5 months. That is an average of 10 to 15 hours per week, compatible with a full-time job.

The course uses Power BI, Tableau, QGIS, R, Python. Free, academic or evaluation versions are used, and the tutor indicates the free alternative where one exists.

An own SEIUM diploma upon passing the continuous assessment and the integrating project. It is in-house training, not an official Ministry qualification.

Yes. Modules passed in a course or postgraduate diploma in the same area are recognised towards the advanced programme. Check the recognition policy when enrolling.

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