High-resolution spatiotemporal modeling of daily near-surface air temperature in Germany over the period 2000–2020
Nikolaou N, Dallavalle M, Stafoggia M, Bouwer L, Peters A, Chen K, Wolf K, Schneider A. High-resolution spatiotemporal modeling of daily near-surface air temperature in Germany over the period 2000–2020. Environmental Research 2022, 219: 115062. PMID: 36535393, DOI: 10.1016/j.envres.2022.115062.Peer-Reviewed Original ResearchMeSH KeywordsEnvironmental MonitoringGermanyHot TemperatureHumansLinear ModelsTemperatureUrbanizationConceptsLand surface temperatureSatellite-based land surface temperatureNear-surface air temperatureAir temperatureStation TSurface temperatureMulti-stage modelingTemperatureLow errorHigh resolutionSpatiotemporal coverageHigh accuracyBetter performanceSpatial variabilityWeather stationsModelingSecond stageSpatiotemporal modelingFirst stageMaximum TSpatiotemporal variabilitySub