Indeed, these anomalies are clearly affected by a positive trend which can be related to the global conditions of rising temperatures in the context of climate change, but this fact apparently does not affect the topological properties of networks.
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Analysis of Air Mean Temperature Anomalies by Using Horizontal Visibility Graphs.
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The sentences
Only three stations had a significant trend at a 95% confident level.