2022
The Case–Crossover Design Under Changing Baseline Outcome Risk: A Simulation of Ambient Temperature and Preterm Birth
Carrión D, Rush J, Colicino E, Just AC. The Case–Crossover Design Under Changing Baseline Outcome Risk: A Simulation of Ambient Temperature and Preterm Birth. Epidemiology 2022, 33: e14-e15. PMID: 35447631, PMCID: PMC9156557, DOI: 10.1097/ede.0000000000001477.Peer-Reviewed Original Research
2021
A 1-km hourly air-temperature model for 13 northeastern U.S. states using remotely sensed and ground-based measurements
Carrión D, Arfer KB, Rush J, Dorman M, Rowland ST, Kioumourtzoglou MA, Kloog I, Just AC. A 1-km hourly air-temperature model for 13 northeastern U.S. states using remotely sensed and ground-based measurements. Environmental Research 2021, 200: 111477. PMID: 34129866, PMCID: PMC8403657, DOI: 10.1016/j.envres.2021.111477.Peer-Reviewed Original ResearchConceptsAir temperature modelStatistical modelCoarse spatial resolutionSquare gridXGboost Machine Learning AlgorithmInterpolation of temperatureExample applicationHeat wavesTemperature modelAir temperatureSquare errorGrid cellsPrecise estimatesSatellite-based vegetationHourly modelSimilar accuracyWeighted rootGround-based measurementsWavesLand surface temperatureModel predictionsCross-validation schemeAmbient air temperatureMachine Learning AlgorithmsError
2019
Climate Change and Physical Activity: Estimated Impacts of Ambient Temperatures on Bikeshare Usage in New York City
Heaney AK, Carrión D, Burkart K, Lesk C, Jack D. Climate Change and Physical Activity: Estimated Impacts of Ambient Temperatures on Bikeshare Usage in New York City. Environmental Health Perspectives 2019, 127: 037002. PMID: 30835141, PMCID: PMC6768325, DOI: 10.1289/ehp4039.Peer-Reviewed Original Research