机构

• 地理科学与资源研究所 [6]

采集方式

• OAI收割 [6]

内容类型

• 期刊论文 [6]

发表日期

• 2020 [4]
• 2019 [2]

学科主题

筛选

浏览/检索结果: 共6条，第1-6条 帮助 条数/页： 5101520253035404550556065707580859095100 排序方式： 请选择题名升序题名降序提交时间升序提交时间降序作者升序作者降序发表日期升序发表日期降序 Ensemble-based deep learning for estimating PM2.5 over California with multisource big data including wildfire smoke 期刊论文  OAI收割 ENVIRONMENT INTERNATIONAL, 2020, 卷号: 145, 页码: 16 作者:  Li, Lianfa;  Girguis, Mariam;  Lurmann, Frederick;  Pavlovic, Nathan;  McClure, Crystal   |  收藏  |  浏览/下载：104/0  |  提交时间：2021/03/16 PM2.5  Machine learning  Air pollution exposure  Wildfires  Remote sensing  California  High spatiotemporal resolution   Ensemble-based deep learning for estimating PM2.5 over California with multisource big data including wildfire smoke 期刊论文  OAI收割 ENVIRONMENT INTERNATIONAL, 2020, 卷号: 145, 页码: 16 作者:  Li, Lianfa;  Girguis, Mariam;  Lurmann, Frederick;  Pavlovic, Nathan;  McClure, Crystal   |  收藏  |  浏览/下载：17/0  |  提交时间：2021/03/16 PM2.5  Machine learning  Air pollution exposure  Wildfires  Remote sensing  California  High spatiotemporal resolution   Spatiotemporal imputation of MAIAC AOD using deep learning with downscaling 期刊论文  OAI收割 REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 237, 页码: 17 作者:  Li, Lianfa;  Franklin, Meredith;  Girguis, Mariam;  Lurmann, Frederick;  Wu, Jun   |  收藏  |  浏览/下载：31/0  |  提交时间：2020/05/19 Aerosol Optical Depth  MAIAC  MERRA-2 GMI Replay Simulation  Deep learning  Downscaling  Missingness imputation  Air quality   Spatiotemporal imputation of MAIAC AOD using deep learning with downscaling 期刊论文  OAI收割 REMOTE SENSING OF ENVIRONMENT, 2020, 卷号: 237, 页码: 17 作者:  Li, Lianfa;  Franklin, Meredith;  Girguis, Mariam;  Lurmann, Frederick;  Wu, Jun   |  收藏  |  浏览/下载：27/0  |  提交时间：2020/05/19 Aerosol Optical Depth  MAIAC  MERRA-2 GMI Replay Simulation  Deep learning  Downscaling  Missingness imputation  Air quality   Cluster-based bagging of constrained mixed-effects models for high spatiotemporal resolution nitrogen oxides prediction over large regions 期刊论文  OAI收割 ENVIRONMENT INTERNATIONAL, 2019, 卷号: 128, 页码: 310-323 作者:  Li, Lianfa;  Girguis, Mariam;  Lurmann, Frederick;  Wu, Jun;  Urman, Robert   |  收藏  |  浏览/下载：63/0  |  提交时间：2019/09/24 Air pollution  Nitrogen oxides  Spatiotemporal variability  Generalization  Machine learning  Cluster methods   Cluster-based bagging of constrained mixed-effects models for high spatiotemporal resolution nitrogen oxides prediction over large regions 期刊论文  OAI收割 ENVIRONMENT INTERNATIONAL, 2019, 卷号: 128, 页码: 310-323 作者:  Li, Lianfa;  Girguis, Mariam;  Lurmann, Frederick;  Wu, Jun;  Urman, Robert   |  收藏  |  浏览/下载：21/0  |  提交时间：2019/09/24 Air pollution  Nitrogen oxides  Spatiotemporal variability  Generalization  Machine learning  Cluster methods