Generalization of Constrained Mixed-Effect Modeling Framework with Ensemble Learning to Broader Geographic Areas for Predicting Nitrogen Oxides at High Spatiotemporal Resolution

Mixed Effect ◽

High Spatiotemporal Resolution ◽

Mixed Effect Modeling

Constrained Mixed-Effect Models with Ensemble Learning for Prediction of Nitrogen Oxides Concentrations at High Spatiotemporal Resolution

Environmental Science & Technology ◽

10.1021/acs.est.7b01864 ◽

2017 ◽

Vol 51 (17) ◽

pp. 9920-9929 ◽

Cited By ~ 12

Author(s):

Lianfa Li ◽

Fred Lurmann ◽

Rima Habre ◽

Robert Urman ◽

Edward Rappaport ◽

...

Keyword(s):

Nitrogen Oxides ◽

Ensemble Learning ◽

Mixed Effect ◽

Mixed Effect Models ◽

Estimation of PM2.5 concentrations at a high spatiotemporal resolution using constrained mixed-effect bagging models with MAIAC aerosol optical depth

Remote Sensing of Environment ◽

10.1016/j.rse.2018.09.001 ◽

2018 ◽

Vol 217 ◽

pp. 573-586 ◽

Cited By ~ 13

Author(s):

Lianfa Li ◽

Jiehao Zhang ◽

Xia Meng ◽

Ying Fang ◽

Yong Ge ◽

...

Keyword(s):

Aerosol Optical Depth ◽

Optical Depth ◽

Mixed Effect ◽

An Ensemble Learning Approach for Estimating High Spatiotemporal Resolution of Ground-Level Ozone in the Contiguous United States

Environmental Science & Technology ◽

10.1021/acs.est.0c01791 ◽

2020 ◽

Vol 54 (18) ◽

pp. 11037-11047 ◽

Cited By ~ 1

Author(s):

Weeberb J. Requia ◽

Qian Di ◽

Rachel Silvern ◽

James T. Kelly ◽

Petros Koutrakis ◽

...

Keyword(s):

United States ◽

Ensemble Learning ◽

Ground Level ◽

Learning Approach ◽

Ground Level Ozone ◽

Cluster-based bagging of constrained mixed-effects models for high spatiotemporal resolution nitrogen oxides prediction over large regions

Environment International ◽

10.1016/j.envint.2019.04.057 ◽

2019 ◽

Vol 128 ◽

pp. 310-323 ◽

Cited By ~ 6

Author(s):

Lianfa Li ◽

Mariam Girguis ◽

Frederick Lurmann ◽

Jun Wu ◽

Robert Urman ◽

...

Keyword(s):

Nitrogen Oxides ◽

Mixed Effects ◽

Mixed Effects Models ◽

High Spatiotemporal Resolution of Magnetic Dynamics in Mn - Ni - Ga via Four-Dimensional Lorentz Microscopy

Physical Review Applied ◽

10.1103/physrevapplied.12.034037 ◽

2019 ◽

Vol 12 (3) ◽

Author(s):

Ming Zhang ◽

Zi-An Li ◽

Shuaishuai Sun ◽

Peng Xu ◽

Chunhui Zhu ◽

...

Keyword(s):

Magnetic Dynamics ◽

Lorentz Microscopy ◽

High spatiotemporal resolution PM2.5 concentration estimation with satellite and ground observations: A case study in New York City

2018 IEEE International Conference on Environmental Engineering (EE) ◽

10.1109/ee1.2018.8385255 ◽

2018 ◽

Cited By ~ 2

Author(s):

Yongquan Zhao ◽

Bo Huang ◽

Andrea Marinoni ◽

Paolo Gamba

Keyword(s):

New York ◽

New York City ◽

York City ◽

High Spatiotemporal Resolution ◽

Concentration Estimation ◽

Pm2.5 Concentration

Population pharmacokinetics of docetaxel during phase I studies using nonlinear mixed-effect modeling and nonparametric maximum-likelihood estimation

Cancer Chemotherapy and Pharmacology ◽

10.1007/bf00685628 ◽

1995 ◽

Vol 37 (1-2) ◽

pp. 47-54 ◽

Cited By ~ 27

Author(s):

M. C. Launay-Iliadis ◽

R. Bruno ◽

V. Cosson ◽

J. C. Vergniol ◽

D. Oulid-Aissa ◽

...

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Phase I ◽

Likelihood Estimation ◽

Nonparametric Maximum Likelihood ◽

Mixed Effect ◽

Phase I Studies ◽

Nonlinear Mixed Effect ◽

Nonlinear Mixed Effect Modeling ◽

Mixed Effect Modeling

In vivo three-dimensional molecular imaging with Biosensor Imaging of Redundant Deviation in Shifts (BIRDS) at high spatiotemporal resolution

NMR in Biomedicine ◽

10.1002/nbm.2995 ◽

2013 ◽

Vol 26 (11) ◽

pp. 1589-1595 ◽

Cited By ~ 27

Author(s):

Daniel Coman ◽

Robin A. de Graaf ◽

Douglas L. Rothman ◽

Fahmeed Hyder

Keyword(s):

Molecular Imaging ◽

Three Dimensional ◽

Investigating impacts of drought and disturbance on evapotranspiration over a forested landscape in North Carolina, USA using high spatiotemporal resolution remotely sensed data

Remote Sensing of Environment ◽

10.1016/j.rse.2018.12.017 ◽

2020 ◽

Vol 238 ◽

pp. 111018 ◽

Cited By ~ 6

Author(s):

Yun Yang ◽

Martha Anderson ◽

Feng Gao ◽

Christopher Hain ◽

Asko Noormets ◽

...

Keyword(s):

North Carolina ◽

Remotely Sensed ◽

Remotely Sensed Data ◽

Imaging collagen type I fibrillogenesis with high spatiotemporal resolution

Ultramicroscopy ◽

10.1016/j.ultramic.2014.10.003 ◽

2015 ◽

Vol 149 ◽

pp. 86-94 ◽

Cited By ~ 15

Author(s):

Dimitar R Stamov ◽

Erik Stock ◽

Clemens M Franz ◽

Torsten Jähnke ◽

Heiko Haschke

Keyword(s):

Collagen Type ◽

Collagen Type I ◽

Type I ◽