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Improving AI System Awareness of Geoscience Knowledge: Symbiotic Integration of Physical Approaches and Deep Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (13)
作者:  Jiang, Shijie;  Zheng, Yi;  Solomatine, Dimitri
收藏  |  浏览/下载:13/0  |  提交时间:2020/06/16
artificial intelligence  deep learning  Earth science  geosystem dynamics  hydrology  predictions in ungauged basins  
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:10/0  |  提交时间:2020/06/01
Hybrid Prediction of Weekly Tornado Activity Out to Week 3: Utilizing Weather Regimes 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (9)
作者:  Miller, Douglas E.;  Wang, Zhuo;  Trapp, Robert J.;  Harnos, Daniel S.
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
tornado prediction  hybrid prediction  weather regimes  extended range  
LEM2 phase separation promotes ESCRT-mediated nuclear envelope reformation 期刊论文
NATURE, 2020
作者:  Deshaies, Raymond J.
收藏  |  浏览/下载:14/0  |  提交时间:2020/07/03

Following cell division, phase separation of the transmembrane adaptor LEM2 ensures that the ESCRT machinery remodels microtubules and seals the nuclear envelope.


During cell division, remodelling of the nuclear envelope enables chromosome segregation by the mitotic spindle(1). The reformation of sealed nuclei requires ESCRTs (endosomal sorting complexes required for transport) and LEM2, a transmembrane ESCRT adaptor(2-4). Here we show how the ability of LEM2 to condense on microtubules governs the activation of ESCRTs and coordinated spindle disassembly. The LEM motif of LEM2 binds BAF, conferring on LEM2 an affinity for chromatin(5,6), while an adjacent low-complexity domain (LCD) promotes LEM2 phase separation. A proline-arginine-rich sequence within the LCD binds to microtubules and targets condensation of LEM2 to spindle microtubules that traverse the nascent nuclear envelope. Furthermore, the winged-helix domain of LEM2 activates the ESCRT-II/ESCRT-III hybrid protein CHMP7 to form co-oligomeric rings. Disruption of these events in human cells prevented the recruitment of downstream ESCRTs, compromised spindle disassembly, and led to defects in nuclear integrity and DNA damage. We propose that during nuclear reassembly LEM2 condenses into a liquid-like phase and coassembles with CHMP7 to form a macromolecular O-ring seal at the confluence between membranes, chromatin and the spindle. The properties of LEM2 described here, and the homologous architectures of related inner nuclear membrane proteins(7,8), suggest that phase separation may contribute to other critical envelope functions, including interphase repair(8-13) and chromatin organization(14-17).


  
Assimilation of radar radial velocity data with the WRF hybrid 4DEnVar system for the prediction of hurricane Ike (2008) 期刊论文
ATMOSPHERIC RESEARCH, 2020, 234
作者:  Shen, Feifei;  Xu, Dongmei;  Min, Jinzhong;  Chu, Zhigang;  Li, Xin
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
Radial velocity data  WRF data assimilation  4DEnVar  Numerical simulation  
Refining Predictor Spectral Representation Using Wavelet Theory for Improved Natural System Modeling 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Jiang, Ze;  Sharma, Ashish;  Johnson, Fiona
收藏  |  浏览/下载:8/0  |  提交时间:2020/07/02
A Multiscale Precipitation Forecasting Framework: Linking Teleconnections and Climate Dipoles to Seasonal and 24-hr Extreme Rainfall Prediction 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (3)
作者:  Kim, Yong-Tak;  So, Byung-Jin;  Kwon, Hyun-Han;  Lall, Upmanu
收藏  |  浏览/下载:5/0  |  提交时间:2020/07/02
Detection of Non-Gaussian Behavior Using Machine Learning Techniques: A Case Study on the Lorenz 63 Model 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2020, 125 (2)
作者:  Goodliff, Michael;  Fletcher, Steven;  Kliewer, Anton;  Forsythe, John;  Jones, Andrew
收藏  |  浏览/下载:8/0  |  提交时间:2020/07/02
Advances in Quantifying Streamflow Variability Across Continental Scales: 2. Improved Model Regionalization and Prediction Uncertainties Using Hierarchical Bayesian Methods 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11061-11087
作者:  Alexander, Richard B.;  Schwarz, Gregory E.;  Boyer, Elizabeth W.
收藏  |  浏览/下载:8/0  |  提交时间:2020/02/16
hierarchical Bayesian  hydrological modeling  SPARROW  regionalization methods  
NMME-based hybrid prediction of Atlantic hurricane season activity 期刊论文
CLIMATE DYNAMICS, 2019, 53 (12) : 7267-7285
作者:  Harnos, Daniel S.;  Schemm, Jae-Kyung E.;  Wang, Hui;  Finan, Christina A.
收藏  |  浏览/下载:9/0  |  提交时间:2020/02/17
Tropical cyclone  Hurricane  Typhoon  North American Multimodel Ensemble  Interannual variability  Seasonal prediction