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2021年全球可再生能源装机容量增加9.1% 快报文章
气候变化快报,2022年第09期
作者:  董利苹
Microsoft Word(118Kb)  |  收藏  |  浏览/下载:729/0  |  提交时间:2022/04/29
2022  Renewable Capacity  Statistics  
UNECE发布新版《可持续发展目标统计路线图》 快报文章
资源环境快报,2022年第04期
作者:  牛艺博
Microsoft Word(21Kb)  |  收藏  |  浏览/下载:746/0  |  提交时间:2022/03/01
UNECE  Sustainable Development  Statistics  Road Map  
Nearest neighbours reveal fast and slow components of motor learning 期刊论文
NATURE, 2020, 577 (7791) : 526-+
作者:  Kollmorgen, Sepp;  Hahnloser, Richard H. R.;  Mante, Valerio
收藏  |  浏览/下载:6/0  |  提交时间:2020/07/03

A new method for analysing change in high-dimensional data is based on nearest-neighbour statistics and is applied here to song dynamics during vocal learning in zebra finches, but could potentially be applied to other biological and artificial behaviours.


Changes in behaviour resulting from environmental influences, development and learning(1-5) are commonly quantified on the basis of a few hand-picked features(2-4,6,7) (for example, the average pitch of acoustic vocalizations(3)), assuming discrete classes of behaviours (such as distinct vocal syllables)(2,3,8-10). However, such methods generalize poorly across different behaviours and model systems and may miss important components of change. Here we present a more-general account of behavioural change that is based on nearest-neighbour statistics(11-13), and apply it to song development in a songbird, the zebra finch(3). First, we introduce the concept of '  repertoire dating'  , whereby each rendition of a behaviour (for example, each vocalization) is assigned a repertoire time, reflecting when similar renditions were typical in the behavioural repertoire. Repertoire time isolates the components of vocal variability that are congruent with long-term changes due to vocal learning and development, and stratifies the behavioural repertoire into '  regressions'  , '  anticipations'  and '  typical renditions'  . Second, we obtain a holistic, yet low-dimensional, description of vocal change in terms of a stratified '  behavioural trajectory'  , revealing numerous previously unrecognized components of behavioural change on fast and slow timescales, as well as distinct patterns of overnight consolidation(1,2,4,14,15) across the behavioral repertoire. We find that diurnal changes in regressions undergo only weak consolidation, whereas anticipations and typical renditions consolidate fully. Because of its generality, our nonparametric description of how behaviour evolves relative to itself-rather than to a potentially arbitrary, experimenter-defined goal(2,3,14,16)-appears well suited for comparing learning and change across behaviours and species(17,18), as well as biological and artificial systems(5).


  
Reduction of Bias from Parameter Variance in Geophysical Data Estimation: Method and Application to Ice Water Content and Sedimentation Flux Estimated from Lidar 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2020, 77 (3) : 835-857
作者:  Bolot, Maximilien;  Fueglistaler, Stephan
收藏  |  浏览/下载:5/0  |  提交时间:2020/07/02
Cirrus clouds  Cloud retrieval  Lidars  Lidar observations  Remote sensing  Bias  Statistics  
Loopy Levy flights enhance tracer diffusion in active suspensions 期刊论文
NATURE, 2020, 579 (7799) : 364-+
作者:  Hu, Bo;  Jin, Chengcheng;  Zeng, Xing;  Resch, Jon M.;  Jedrychowski, Mark P.;  Yang, Zongfang;  Desai, Bhavna N.;  Banks, Alexander S.;  Lowell, Bradford B.;  Mathis, Diane;  Spiegelman, Bruce M.
收藏  |  浏览/下载:17/0  |  提交时间:2020/07/03

A theoretical framework describing the hydrodynamic interactions between a passive particle and an active medium in out-of-equilibrium systems predicts long-range Levy flights for the diffusing particle driven by the density of the active component.


Brownian motion is widely used as a model of diffusion in equilibrium media throughout the physical, chemical and biological sciences. However, many real-world systems are intrinsically out of equilibrium owing to energy-dissipating active processes underlying their mechanical and dynamical features(1). The diffusion process followed by a passive tracer in prototypical active media, such as suspensions of active colloids or swimming microorganisms(2), differs considerably from Brownian motion, as revealed by a greatly enhanced diffusion coefficient(3-10) and non-Gaussian statistics of the tracer displacements(6,9,10). Although these characteristic features have been extensively observed experimentally, there is so far no comprehensive theory explaining how they emerge from the microscopic dynamics of the system. Here we develop a theoretical framework to model the hydrodynamic interactions between the tracer and the active swimmers, which shows that the tracer follows a non-Markovian coloured Poisson process that accounts for all empirical observations. The theory predicts a long-lived Levy flight regime(11) of the loopy tracer motion with a non-monotonic crossover between two different power-law exponents. The duration of this regime can be tuned by the swimmer density, suggesting that the optimal foraging strategy of swimming microorganisms might depend crucially on their density in order to exploit the Levy flights of nutrients(12). Our framework can be applied to address important theoretical questions, such as the thermodynamics of active systems(13), and practical ones, such as the interaction of swimming microorganisms with nutrients and other small particles(14) (for example, degraded plastic) and the design of artificial nanoscale machines(15).


  
Holographic Observations of Centimeter-Scale Nonuniformities within Marine Stratocumulus Clouds 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2020, 77 (2) : 499-512
作者:  Glienke, Susanne;  Kostinski, Alexander B.;  Shaw, Raymond A.;  Larsen, Michael L.;  Fugal, Jacob P.;  Schlenczek, Oliver;  Borrmann, Stephan
收藏  |  浏览/下载:6/0  |  提交时间:2020/07/02
Cloud droplets  Cloud microphysics  Clouds  Aircraft observations  In situ atmospheric observations  Statistics  
Hazard from Himalayan glacier lake outburst floods 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020, 117 (2) : 907-912
作者:  Veh, Georg;  Korup, Oliver;  Walz, Ariane
收藏  |  浏览/下载:8/0  |  提交时间:2020/05/13
atmospheric warming  meltwater lakes  GLOF  extreme-value statistics  Bayesian modeling  
Climatological Features of the Weakly and Very Stably Stratified Nocturnal Boundary Layers. Part II: Regime Occupation and Transition Statistics and the Influence of External Drivers 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2019, 76 (11) : 3485-3504
作者:  Abraham, Carsten;  Monahan, Adam H.
收藏  |  浏览/下载:9/0  |  提交时间:2020/02/17
Nonlinear dynamics  Boundary layer  Wind  Climate classification  regimes  Statistics  
Climatological Features of the Weakly and Very Stably Stratified Nocturnal Boundary Layers. Part III: The Structure of Meteorological State Variables in Persistent Regime Nights and across Regime Transitions 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2019, 76 (11) : 3505-3527
作者:  Abraham, Carsten;  Monahan, Adam H.
收藏  |  浏览/下载:7/0  |  提交时间:2020/02/17
Nonlinear dynamics  Boundary layer  Inversions  Wind  Climate classification  regimes  Statistics  
Why Do Precipitation Intensities Tend to Follow Gamma Distributions? 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2019, 76 (11) : 3611-3631
作者:  Martinez-Villalobos, Cristian;  Neelin, J. David
收藏  |  浏览/下载:5/0  |  提交时间:2020/02/17
Convection  Precipitation  Climate change  Moisture  moisture budget  Statistics  Stochastic models