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3. Infrastructure and city ontologies

5. The need for training and benchmark datasets for convolutional neural networks in flood applications.

6. Analysis of cold weather patterns over the period 1991-2012

7. Soil and climatic causes of water mains infrastructure bursts

8. The use and applications of the Soilscapes datasets

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