2022
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 ResearchConceptsLand 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
2021
Predicting spatiotemporally-resolved air temperature over Sweden from satellite data using an ensemble model
Jin Z, Ma Y, Chu L, Liu Y, Dubrow R, Chen K. Predicting spatiotemporally-resolved air temperature over Sweden from satellite data using an ensemble model. ISEE Conference Abstracts 2021, 2021 DOI: 10.1289/isee.2021.o-to-189.Peer-Reviewed Original ResearchSatellite dataAir temperature