Ensemble-based deep learning for estimating PM2.5 over California with multisource big data including wildfire smoke

References

Page 1

	Year	Citations
Deep Residual Learning for Image Recognition Kaiming He, Xiangyu Zhang, Shaoqing Ren, Image ClassificationDeep Neural NetworksMachine VisionImage AnalysisMachine Learning	2016	214.9K
Greedy function approximation: A gradient boosting machine. Jerome H. Friedman The Annals of Statistics EngineeringMachine LearningData MiningPattern RecognitionGreedy Function Approximation	2001	27.3K
A density-based algorithm for discovering clusters in large spatial Databases with Noise Martin Ester, Hans‐Peter Kriegel, Jörg Sander,	1996	19.1K
A Unified Approach to Interpreting Model Predictions Scott Lundberg, Su‐In Lee arXiv (Cornell University) Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolData Science	2017	7.6K
NOAA’s HYSPLIT Atmospheric Transport and Dispersion Modeling System Ariel Stein, Roland R. Draxler, Glenn D. Rolph, Bulletin of the American Meteorological Society Sophisticated ComputationsEngineeringAtmospheric ModelEarth ScienceAir Pollution Dispersion	2015	6.6K
Development of gridded surface meteorological data for ecological applications and modelling John T. Abatzoglou International Journal of Climatology Environmental MonitoringEngineeringWeather ForecastingClimate ModelingUnited States	2011	1.8K
Peeking Inside the Black Box: Visualizing Statistical Learning With Plots of Individual Conditional Expectation Alex Goldstein, Adam Kapelner, Justin Bleich, Journal of Computational and Graphical Statistics EngineeringMachine LearningIce PlotsInteractive VisualizationData Science	2014	1.6K
The MERRA-2 Aerosol Reanalysis, 1980 Onward. Part I: System Description and Data Assimilation Evaluation Cynthia A. Randles, Arlindo da Silva, Virginie Buchard, Journal of Climate	2017	1.5K
Large wildfire trends in the western United States, 1984–2011 Philip E. Dennison, Simon Brewer, James D. Arnold, Geophysical Research Letters Western United StatesFire ModelingWestern U.s.EngineeringDrought	2014	1.3K
Ambient Air Pollution Exposure Estimation for the Global Burden of Disease 2013 Michael Bräuer, Greg Freedman, Joseph Frostad, Environmental Science & Technology	2015	1.2K

Page 1