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Physical-empirical models for prediction of seasonal rainfall extremes of Peninsular Malaysia 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Pour, Sahar Hadi;  Abd Wahab, Ahmad Khairi;  Shahid, Shamsuddin
收藏  |  浏览/下载:11/0  |  提交时间:2020/07/02
Extreme rainfall  Climate forecasting  Physical-empirical model  Machine learning algorithm  Recursive feature elimination  
Selection of GCMs for the projection of spatial distribution of heat waves in Pakistan 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Khan, Najeebullah;  Shahid, Shamsuddin;  Ahmed, Kamal;  Wang, Xiaojun;  Ali, Rawshan;  Ismail, Tarmizi;  Nawaz, Nadeem
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/02
General circulation model  Climate change projections  Heat waves  Gridded climate data  Pakistan  
Assessing progress towards sustainable development over space and time 期刊论文
NATURE, 2020, 577 (7788) : 74-+
作者:  Xu, Zhenci;  Chau, Sophia N.;  Chen, Xiuzhi;  Zhang, Jian;  Li, Yingjie;  Dietz, Thomas;  Wang, Jinyan;  Winkler, Julie A.;  Fan, Fan;  Huang, Baorong;  Li, Shuxin;  Wu, Shaohua;  Herzberger, Anna;  Tang, Ying;  Hong, Dequ;  Li, Yunkai;  Liu, Jianguo
收藏  |  浏览/下载:9/0  |  提交时间:2020/05/13

To address global challenges(1-4), 193 countries have committed to the 17 United Nations Sustainable Development Goals (SDGs)(5). Quantifying progress towards achieving the SDGs is essential to track global efforts towards sustainable development and guide policy development and implementation. However, systematic methods for assessing spatio-temporal progress towards achieving the SDGs are lacking. Here we develop and test systematic methods to quantify progress towards the 17 SDGs at national and subnational levels in China. Our analyses indicate that China'  s SDG Index score (an aggregate score representing the overall performance towards achieving all 17 SDGs) increased at the national level from 2000 to 2015. Every province also increased its SDG Index score over this period. There were large spatio-temporal variations across regions. For example, eastern China had a higher SDG Index score than western China in the 2000s, and southern China had a higher SDG Index score than northern China in 2015. At the national level, the scores of 13 of the 17 SDGs improved over time, but the scores of four SDGs declined. This study suggests the need to track the spatio-temporal dynamics of progress towards SDGs at the global level and in other nations.


  
Development of a daily PM10 and PM2.5 prediction system using a deep long short-term memory neural network model 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (20) : 12935-12951
作者:  Kim, Hyun S.;  Park, Inyoung;  Song, Chul H.;  Lee, Kyunghwa;  Yun, Jae W.;  Kim, Hong K.;  Jeon, Moongu;  Lee, Jiwon;  Han, Kyung M.
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/27
Application of machine learning to large hail prediction - The importance of radar reflectivity, lightning occurrence and convective parameters derived from ERA5 期刊论文
ATMOSPHERIC RESEARCH, 2019, 227: 249-262
作者:  Czernecki, Bartosz;  Taszarek, Mateusz;  Marosz, Michal;  Polrolniczak, Marek;  Kolendowicz, Leszek;  Wyszogrodzki, Andrzej;  Szturc, Jan
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/27
Large hail  Forecasting  Thunderstorm  Machine learning  ERAS  EUCLID  ESWD  
Evaluating the accuracy of MSWEP V2.1 and its performance for drought monitoring over mainland China 期刊论文
ATMOSPHERIC RESEARCH, 2019, 226: 17-31
作者:  Xu, Zhengguang;  Wu, Zhiyong;  He, Hai;  Wu, Xiaotao;  Zhou, Jianhong;  Zhang, Yuliang;  Guo, Xiao
收藏  |  浏览/下载:17/0  |  提交时间:2019/11/27
Multi-Source Weighted-Ensemble Precipitation  Drought monitoring  Standardized Precipitation Index  Mainland China  
Shape regulation of high-index facet nanoparticles by dealloying 期刊论文
SCIENCE, 2019, 365 (6458) : 1159-+
作者:  Huang, Liliang;  Liu, Mohan;  Lin, Haixin;  Xu, Yaobin;  Wu, Jinsong;  Dravid, Vinayak P.;  Wolverton, Chris;  Mirkin, Chad A.
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/27
Skill of CMIP5 climate models to reproduce the stability indices in identifying thunderstorms over the Gangetic West Bengal 期刊论文
ATMOSPHERIC RESEARCH, 2019, 225: 172-180
作者:  Meher, Jitendra Kumar;  Das, Lalu
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/27
Gangetic West Bengal  Global Climate Models  Reanalysis  Stability indices  Thunderstorm  
Heuristic estimation of low-level cloud fraction over the globe based on a decoupling parameterization 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (8) : 5635-5660
作者:  Park, Sungsu;  Shin, Jihoon
收藏  |  浏览/下载:4/0  |  提交时间:2019/11/26
Future projections of extreme temperature events in different sub-regions of China 期刊论文
ATMOSPHERIC RESEARCH, 2019, 217: 150-164
作者:  Li, Linchao;  Yao, Ning;  Li, Yi;  Liu, De Li;  Wang, Bin;  Ayantobo, Olusola O.
收藏  |  浏览/下载:8/0  |  提交时间:2019/04/09
Extreme temperature index  Statistical downscaling  GCM  Mann-Kendall test  Wavelet analysis  Representative concentration pathways