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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:4/0  |  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).


  
Challenges and opportunities for re-framing resource use policy with practice theories: The change points approach 期刊论文
GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS, 2020, 62
作者:  Watson, Matt;  Browne, Alison;  Evans, David;  Foden, Mike;  Hoolohan, Claire;  Sharp, Liz
收藏  |  浏览/下载:12/0  |  提交时间:2020/07/02
Resource consumption  Policy  Social practice  Behaviour change  Food waste  
Olfactory receptor and circuit evolution promote host specialization 期刊论文
NATURE, 2020
作者:  Chen, Tse-An;  Chuu, Chih-Piao;  Tseng, Chien-Chih;  Wen, Chao-Kai;  Wong, H. -S. Philip;  Pan, Shuangyuan;  Li, Rongtan;  Chao, Tzu-Ang;  Chueh, Wei-Chen;  Zhang, Yanfeng;  Fu, Qiang;  Yakobson, Boris I.;  Chang, Wen-Hao;  Li, Lain-Jong
收藏  |  浏览/下载:8/0  |  提交时间:2020/07/03

The evolution of animal behaviour is poorly understood(1,2). Despite numerous correlations between interspecific divergence in behaviour and nervous system structure and function, demonstrations of the genetic basis of these behavioural differences remain rare(3-5). Here we develop a neurogenetic model, Drosophila sechellia, a species that displays marked differences in behaviour compared to its close cousin Drosophila melanogaster(6,7), which are linked to its extreme specialization on noni fruit (Morinda citrifolia)(8-16). Using calcium imaging, we identify olfactory pathways in D. sechellia that detect volatiles emitted by the noni host. Our mutational analysis indicates roles for different olfactory receptors in long- and short-range attraction to noni, and our cross-species allele-transfer experiments demonstrate that the tuning of one of these receptors is important for species-specific host-seeking. We identify the molecular determinants of this functional change, and characterize their evolutionary origin and behavioural importance. We perform circuit tracing in the D. sechellia brain, and find that receptor adaptations are accompanied by increased sensory pooling onto interneurons as well as species-specific central projection patterns. This work reveals an accumulation of molecular, physiological and anatomical traits that are linked to behavioural divergence between species, and defines a model for investigating speciation and the evolution of the nervous system.


A neurogenetic model, Drosophila sechellia-a relative of Drosophila melanogaster that has developed an extreme specialization for a single host plant-sheds light on the evolution of interspecific differences in behaviour.


  
The behavioural effect of electronic home energy reports: Evidence from a randomised field trial in the United States 期刊论文
ENERGY POLICY, 2019, 132: 1256-1261
作者:  Henry, Marisa L.;  Ferraro, Paul J.;  Kontoleon, Andreas
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
Behaviour change  Impact evaluation  Energy conservation  Nudge  
Climate change and air pollution: the connection between traffic intervention policies and public acceptance in a local context 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (8)
作者:  Weiand, Laura;  Schmitz, Sean;  Becker, Sophia;  Niehoff, Norman;  Schwartzbach, Frank;  von Schneidemesser, Erika
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/27
air quality  climate change  policy attitudes  travel behaviour  sustainable urban transport  cluster analysis  transdisciplinary  
Exploring the perceptions of drivers of energy behaviour 期刊论文
ENERGY POLICY, 2019, 129: 1297-1305
作者:  van den Broek, Karlijn L.;  Walker, Ian
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/26
Energy models  Energy behaviour  Perceptions  Qualitative research  Behaviour change  
Domestic thermal upgrades, community action and energy saving: A three-ear experimental study of prosperous households 期刊论文
ENERGY POLICY, 2019, 127: 475-485
作者:  Bardsley, Nicholas;  Buchs, Milena;  James, Patrick;  Papafragkou, Anastasios;  Rushby, Thomas;  Saunders, Clare;  Smith, Graham;  Wallbridge, Rebecca;  Woodman, Nicholas
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/26
Household energy saving  Behaviour change  Field experiment  Rebound  Thermal upgrade  Community group  
Promoting low carbon behaviours through personalised information? Long-term evaluation of a carbon calculator interview 期刊论文
ENERGY POLICY, 2018, 120: 284-293
作者:  Buchs, Milena;  Bahaj, AbuBakr S.;  Blunden, Luke;  Bourikas, Leonidas;  Falkingham, Jane;  James, Patrick;  Kamanda, Mamusu;  Wu, Yue
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Behaviour change  Energy reduction  Field experiment  Intervention  Personalised information  Sustainable cities  
The "isohydric trap": A proposed feedback between water shortage, stomatal regulation, and nutrient acquisition drives differential growth and survival of European pines under climatic dryness 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (9) : 4069-4083
作者:  Salazar-Tortosa, Diego;  Castro, Jorge;  Villar-Salvador, Pedro;  Vinegla, Benjamin;  Matias, Luis;  Michelsen, Anders;  Rubio de Casas, Rafael;  Querejeta, Jose I.
收藏  |  浏览/下载:11/0  |  提交时间:2019/04/09
climatic change  hotter drought  nutrients  stable isotopes  stoichiometry  stomatal behaviour  water use efficiency  
Mindsets for Sustainability: Exploring the Link Between Mindfulness and Sustainable Climate Adaptation 期刊论文
ECOLOGICAL ECONOMICS, 2018, 151: 55-61
作者:  Warnsler, Christine;  Brink, Ebba
收藏  |  浏览/下载:4/0  |  提交时间:2019/04/09
Climate change adaptation  Risk reduction  Mindfulness  Wellbeing  Inner transition  Inner transformation  Interiority  Worldviews  Values  Religion  Spirituality  Consciousness  Pro-environmental behaviour  Pro-social behaviour  Sustainability