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Improving the prediction of an atmospheric chemistry transport model using gradient-boosted regression trees 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (13) : 8063-8082
作者:  Ivatt, Peter D.;  Evans, Mathew J.
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/21
Developing a novel hybrid model for the estimation of surface 8 h ozone (O-3) across the remote Tibetan Plateau during 2005-2018 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (10) : 6159-6175
作者:  Li, Rui;  Zhao, Yilong;  Zhou, Wenhui;  Meng, Ya;  Zhang, Ziyu;  Fu, Hongbo
收藏  |  浏览/下载：9/0  |  提交时间：2020/06/01
Stratocumulus cloud clearings: statistics from satellites, reanalysis models, and airborne measurements 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (8) : 4637-4665
作者:  Dadashazar, Hossein;  Crosbie, Ewan;  Majdi, Mohammad S.;  Panahi, Milad;  Moghaddam, Mohammad A.;  Behrangi, Ali;  Brunke, Michael;  Zeng, Xubin;  Jonsson, Haflidi H.;  Sorooshian, Armin
收藏  |  浏览/下载：8/0  |  提交时间：2020/05/13
A machine learning examination of hydroxyl radical differences among model simulations for CCMI-1 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2020, 20 (3) : 1341-1361
作者:  Nicely, Julie M.;  Duncan, Bryan N.;  Hanisco, Thomas F.;  Wolfe, Glenn M.;  Salawitch, Ross J.;  Deushi, Makoto;  Haslerud, Amund S.;  Joeckel, Patrick;  Josse, Beatrice;  Kinnison, Douglas E.;  Klekociuk, Andrew;  Manyin, Michael E.;  Marecal, Virginie;  Morgenstern, Olaf;  Murray, Lee T.;  Myhre, Gunnar;  Oman, Luke D.;  Pitari, Giovanni;  Pozzer, Andrea;  Quaglia, Ilaria;  Revell, Laura E.;  Rozanov, Eugene;  Stenke, Andrea;  Stone, Kane;  Strahan, Susan;  Tames, Simone;  Tost, Holger;  Westervelt, Daniel M.;  Zeng, Guang
收藏  |  浏览/下载：21/0  |  提交时间：2020/07/02
Assessing the impact of clean air action on air quality trends in Beijing using a machine learning technique 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (17) : 11303-11314
作者:  Vu, Tuan V.;  Shi, Zongbo;  Cheng, Jing;  Zhang, Qiang;  He, Kebin;  Wang, Shuxiao;  Harrison, Roy M.
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/27
An emulator approach to stratocumulus susceptibility 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (15)
作者:  Glassmeier, Franziska;  Hoffmann, Fabian;  Johnson, Jill S.;  Yamaguchi, Takanobu;  Carslaw, Ken S.;  Feingold, Graham
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Machine learning for observation bias correction with application to dust storm data assimilation 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (15) : 10009-10026
作者:  Jin, Jianbing;  Lin, Hai Xiang;  Segers, Arjo;  Xie, Yu;  Heemink, Arnold
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Constructing a data-driven receptor model for organic and inorganic aerosol - a synthesis analysis of eight mass spectrometric data sets from a boreal forest site 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (6) : 3645-3672
作者:  Aijala, Mikko;  Daellenbach, Kaspar R.;  Canonaco, Francesco;  Heikkinen, Liine;  Junninen, Heikki;  Petaja, Tuukka;  Kulmala, Markku;  Prevot, Andre S. H.;  Ehn, Mikael
收藏  |  浏览/下载：11/0  |  提交时间：2019/04/09
Estimation of ground-level particulate matter concentrations through the synergistic use of satellite observations and process-based models over South Korea 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (2) : 1097-1113
作者:  Park, Seohui;  Shin, Minso;  Im, Jungho;  Song, Chang-Keun;  Choi, Myungje;  Kim, Jhoon;  Lee, Seungun;  Park, Rokjin;  Kim, Jiyoung;  Lee, Dong-Won;  Kim, Sang-Kyun
收藏  |  浏览/下载：11/0  |  提交时间：2019/04/09
Building a cloud in the southeast Atlantic: understanding low-cloud controls based on satellite observations with machine learning 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2018, 18 (22) : 16537-16552
作者:  Fuchs, Julia;  Cermak, Jan;  Andersen, Hendrik
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09