Publications by authors named "Georgia Lazoglou"
The Mediterranean region has long been identified as a climate change hotspot. However, within the Mediterranean, there are smaller sub-areas that exhibit a higher risk of climate change and extremes. Previous research has often focused on indices based on mean climate values, yet extremes are typically more impactful on humans and ecosystems.
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- Meteorological station measurements provide crucial data for weather understanding and climate change quantification, but they often have issues like limited coverage, erroneous outliers, and missing values.
- Alternative climate model outputs offer better spatial coverage but come with biases; thus, there's a need for better data integration.
- The proposed probabilistic Bayesian framework enables the integration of temperature measurements and climate model data, allowing for bias correction, outlier detection, and flexible spatial prediction while effectively managing uncertainty.