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An improved forecast of precipitation type using correlation-based feature selection and multinomial logistic regression 期刊论文
ATMOSPHERIC RESEARCH, 2020, 240
作者:  Moon, Seung-Hyun;  Kim, Yong-Hyuk
收藏  |  浏览/下载:13/0  |  提交时间:2020/08/18
Precipitation type  Precipitation phase  Multinomial logistic regression  Correlation-based feature selection  
Inter-comparison of multi-satellites and Aeronet AOD over Indian Region 期刊论文
ATMOSPHERIC RESEARCH, 2020, 240
作者:  Mangla, Rohit;  Indu, J.;  Chakra, S. S.
收藏  |  浏览/下载:15/0  |  提交时间:2020/08/18
AOD  MODIS  MISR  OMI  Aeronet  Seasonal  Spatial correlation  
Characteristics of the global copper raw materials and scrap trade systems and the policy impacts of China's import ban 期刊论文
ECOLOGICAL ECONOMICS, 2020, 172
作者:  Hu, Xiaoqian;  Wang, Chao;  Lim, Ming K.;  Chen, Wei-Qiang
收藏  |  浏览/下载:9/0  |  提交时间:2020/07/02
Copper raw materials  Copper waste and scrap  Multiplex trade network  Evolution and correlation  Policy impacts  China'  s import ban  
Impacts of Using State-of-the-Art Multivariate Bias Correction Methods on Hydrological Modeling Over North America 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Guo, Qiang;  Chen, Jie;  Zhang, Xunchang John;  Xu, Chong-Yu;  Chen, Hua
收藏  |  浏览/下载:10/0  |  提交时间:2020/05/13
multivariate bias correction methods  hydrological modeling  intervariable correlation  climate regimes  North America  
Mapping the twist-angle disorder and Landau levels in magic-angle graphene 期刊论文
NATURE, 2020, 581 (7806) : 47-+
作者:  Luck, Katja;  39;Amata, Cassandra
收藏  |  浏览/下载:11/0  |  提交时间:2020/07/03

The recently discovered flat electronic bands and strongly correlated and superconducting phases in magic-angle twisted bilayer graphene (MATBG)(1,2) crucially depend on the interlayer twist angle, theta. Although control of the global theta with a precision of about 0.1 degrees has been demonstrated(1-7), little information is available on the distribution of the local twist angles. Here we use a nanoscale on-tip scanning superconducting quantum interference device (SQUID-on-tip)(8) to obtain tomographic images of the Landau levels in the quantum Hall state(9) and to map the local theta variations in hexagonal boron nitride (hBN)-encapsulated MATBG devices with relative precision better than 0.002 degrees and a spatial resolution of a few moire periods. We find a correlation between the degree of theta disorder and the quality of the MATBG transport characteristics and show that even state-of-the-art devices-which exhibit correlated states, Landau fans and superconductivity-display considerable local variation in theta of up to 0.1 degrees, exhibiting substantial gradients and networks of jumps, and may contain areas with no local MATBG behaviour. We observe that the correlated states in MATBG are particularly fragile with respect to the twist-angle disorder. We also show that the gradients of theta generate large gate-tunable in-plane electric fields, unscreened even in the metallic regions, which profoundly alter the quantum Hall state by forming edge channels in the bulk of the sample and may affect the phase diagram of the correlated and superconducting states. We thus establish the importance of theta disorder as an unconventional type of disorder enabling the use of twist-angle gradients for bandstructure engineering, for realization of correlated phenomena and for gate-tunable built-in planar electric fields for device applications.


SQUID-on-tip tomographic imaging of Landau levels in magic-angle graphene provides nanoscale maps of local twist-angle disorder and shows that its properties are fundamentally different from common types of disorder.


  
A predictive model for seasonal pond counts in the United States Prairie Pothole Region using large-scale climate connections 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (4)
作者:  Abel, Benjamin D.;  Rajagopalan, Balaji;  Ray, Andrea J.
收藏  |  浏览/下载:11/0  |  提交时间:2020/07/02
Prairie Pothole Region  canonical correlation analysis  predictive model  pond count  
Simulation of Hubbard model physics in WSe2/WS2 moire superlattices 期刊论文
NATURE, 2020, 579 (7799) : 353-+
作者:  Stein, Reed M.;  Kang, Hye Jin;  McCorvy, John D.;  Glatfelter, Grant C.;  Jones, Anthony J.;  Che, Tao;  Slocum, Samuel;  Huang, Xi-Ping;  Savych, Olena;  Moroz, Yurii S.;  Stauch, Benjamin;  Johansson, Linda C.;  Cherezov, Vadim;  Kenakin, Terry;  Irwin, John J.;  Shoichet, Brian K.;  Roth, Bryan L.;  Dubocovich, Margarita L.
收藏  |  浏览/下载:9/0  |  提交时间:2020/07/03

Study of WSe2/WS2 moire superlattices reveals the phase diagram of the triangular-lattice Hubbard model, including a Mott insulating state at half-filling and a possible magnetic quantum phase transition near 0.6 filling.


The Hubbard model, formulated by physicist John Hubbard in the 1960s(1), is a simple theoretical model of interacting quantum particles in a lattice. The model is thought to capture the essential physics of high-temperature superconductors, magnetic insulators and other complex quantum many-body ground states(2,3). Although the Hubbard model provides a greatly simplified representation of most real materials, it is nevertheless difficult to solve accurately except in the one-dimensional case(2,3). Therefore, the physical realization of the Hubbard model in two or three dimensions, which can act as an analogue quantum simulator (that is, it can mimic the model and simulate its phase diagram and dynamics(4,5)), has a vital role in solving the strong-correlation puzzle, namely, revealing the physics of a large number of strongly interacting quantum particles. Here we obtain the phase diagram of the two-dimensional triangular-lattice Hubbard model by studying angle-aligned WSe2/WS2 bilayers, which form moire superlattices(6) because of the difference between the lattice constants of the two materials. We probe the charge and magnetic properties of the system by measuring the dependence of its optical response on an out-of-plane magnetic field and on the gate-tuned carrier density. At half-filling of the first hole moire superlattice band, we observe a Mott insulating state with antiferromagnetic Curie-Weiss behaviour, as expected for a Hubbard model in the strong-interaction regime(2,3,7-9). Above half-filling, our experiment suggests a possible quantum phase transition from an antiferromagnetic to a weak ferromagnetic state at filling factors near 0.6. Our results establish a new solid-state platform based on moire superlattices that can be used to simulate problems in strong-correlation physics that are described by triangular-lattice Hubbard models.


  
On the connection between large-scale atmospheric circulation and winter GPCP precipitation over the Mediterranean region for the period 1980-2017 期刊论文
ATMOSPHERIC RESEARCH, 2020, 233
作者:  Kotsias, G.;  Lolis, C. J.;  Hatzianastassiou, N.;  Levizzani, V;  Bartzokas, A.
收藏  |  浏览/下载:11/0  |  提交时间:2020/07/02
Mediterranean  GPCP precipitation  Atmospheric circulation  Canonical Correlation Analysis  
Random Fields Simplified: Preserving Marginal Distributions, Correlations, and Intermittency, With Applications From Rainfall to Humidity 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Papalexiou, Simon Michael;  Serinaldi, Francesco
收藏  |  浏览/下载:13/0  |  提交时间:2020/07/02
Random field simulation  Stochastic modelling  Spatiotemporal correlation structures  Precipitation simulation  Hydroclimatic processes simulation  Spatiotemporal risk analysis  
Structure of SAGA and mechanism of TBP deposition on gene promoters 期刊论文
NATURE, 2020, 577 (7792) : 711-+
作者:  Xue, Jenny Y.;  Zhao, Yulei;  Aronowitz, Jordan;  Mai, Trang T.;  Vides, Alberto;  Qeriqi, Besnik;  Kim, Dongsung;  Li, Chuanchuan;  de Stanchina, Elisa;  Mazutis, Linas;  Risso, Davide;  Lito, Piro
收藏  |  浏览/下载:33/0  |  提交时间:2020/07/03

SAGA (Spt-Ada-Gcn5-acetyltransferase) is a 19-subunit complex that stimulates transcription via two chromatin-modifying enzymatic modules and by delivering the TATA box binding protein (TBP) to nucleate the pre-initiation complex on DNA, a pivotal event in the expression of protein-encoding genes(1). Here we present the structure of yeast SAGA with bound TBP. The core of the complex is resolved at 3.5 angstrom resolution (0.143 Fourier shell correlation). The structure reveals the intricate network of interactions that coordinate the different functional domains of SAGA and resolves an octamer of histone-fold domains at the core of SAGA. This deformed octamer deviates considerably from the symmetrical analogue in the nucleosome and is precisely tuned to establish a peripheral site for TBP, where steric hindrance represses binding of spurious DNA. Complementary biochemical analysis points to a mechanism for TBP delivery and release from SAGA that requires transcription factor IIA and whose efficiency correlates with the affinity of DNA to TBP. We provide the foundations for understanding the specific delivery of TBP to gene promoters and the multiple roles of SAGA in regulating gene expression.


Structural studies on the yeast transcription coactivator complex SAGA (Spt-Ada-Gcn5-acetyltransferase) provide insights into the mechanism of initiation of regulated transcription by this multiprotein complex, which is conserved among eukaryotes.