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Updated: Feb 8, 2026

Using Generative Art to Convey Past and Future Climate Transitions
Published on: March 31, 2023
Evaluating catchment response to artificial rainfall from four weather generators for present and future climate
Hjalte Jomo Danielsen Sørup1, Steffen Davidsen2, Roland Löwe3
1Department of Environmental Engineering, Technical University of Denmark, Lyngby, Denmark E-mail: hjds@env.dtu.dk; Global Decision Support Initiative, Technical University of Denmark, Lyngby, Denmark.
Climate change impacts urban water infrastructure. Weather generators simulate future rainfall, showing drainage systems will face more capacity-utilizing events, informing future planning.
Area of Science:
- Urban water management
- Climate change adaptation
- Hydrological modeling
Background:
- Urban water infrastructure requires long-term planning considering climate change.
- Complex urban water models increasingly include decentralized stormwater controls.
- Evaluating these systems requires near-real condition simulations.
Purpose of the Study:
- To assess the suitability of weather generator (WG) products for long-term statistics (LTS) modeling of urban water systems under present and future climate conditions.
- To evaluate catchment responses using different WG products for both current and projected climate scenarios.
Main Methods:
- Long-term statistics (LTS) simulations were performed on two catchments.
- Four different weather generator (WG) products were used to generate artificial rainfall time series.
- Simulations were conducted for both present and future climate conditions.
Main Results:
- For present conditions, WG products yielded realistic catchment responses regarding pipe flow and combined sewer overflows (CSOs).
- For future conditions, significant differences emerged between WG products in representing climate change expectations.
- All future scenarios indicated an increased frequency of events stressing drainage system capacity.
Conclusions:
- Weather generator products are relevant tools for planning future alterations to urban sewer systems.
- Simulations highlight the necessity of adapting urban water infrastructure to anticipated climate change impacts.
- The study validates the use of WG-derived rainfall data for robust future-state assessments.
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