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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:9/0  |  提交时间:2020/05/13
multivariate bias correction methods  hydrological modeling  intervariable correlation  climate regimes  North America  
Assessment of Climate Change Impacts on Reservoir Storage Reliability, Resilience, and Vulnerability Using a Multivariate Frequency Bias Correction Approach 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Ha Nguyen;  Mehrotra, Rajeshwar;  Sharma, Ashish
收藏  |  浏览/下载:8/0  |  提交时间:2020/07/02
frequency-based bias correction  multivariate bias correction  quantile mapping  hydrological climate change impacts  reservoir storage  
The strength and pattern of natural selection on gene expression in rice 期刊论文
NATURE, 2020, 578 (7796) : 572-+
作者:  Lipson, Mark;  Ribot, Isabelle;  Mallick, Swapan;  Rohland, Nadin;  Olalde, Inigo;  Adamski, Nicole;  Broomandkhoshbacht, Nasreen;  Lawson, Ann Marie;  Lopez, Saioa;  Oppenheimer, Jonas;  Stewardson, Kristin
收藏  |  浏览/下载:19/0  |  提交时间:2020/07/03

Levels of gene expression underpin organismal phenotypes(1,2), but the nature of selection that acts on gene expression and its role in adaptive evolution remain unknown(1,2). Here we assayed gene expression in rice (Oryza sativa)(3), and used phenotypic selection analysis to estimate the type and strength of selection on the levels of more than 15,000 transcripts(4,5). Variation in most transcripts appears (nearly) neutral or under very weak stabilizing selection in wet paddy conditions (with median standardized selection differentials near zero), but selection is stronger under drought conditions. Overall, more transcripts are conditionally neutral (2.83%) than are antagonistically pleiotropic(6) (0.04%), and transcripts that display lower levels of expression and stochastic noise(7-9) and higher levels of plasticity(9) are under stronger selection. Selection strength was further weakly negatively associated with levels of cis-regulation and network connectivity(9). Our multivariate analysis suggests that selection acts on the expression of photosynthesis genes(4,5), but that the efficacy of selection is genetically constrained under drought conditions(10). Drought selected for earlier flowering(11,12) and a higher expression of OsMADS18 (Os07g0605200), which encodes a MADS-box transcription factor and is a known regulator of early flowering(13)-marking this gene as a drought-escape gene(11,12). The ability to estimate selection strengths provides insights into how selection can shape molecular traits at the core of gene action.


Phenotypic selection analysis is used to estimate the type and strength of selection that acts on more than 15,000 transcripts in rice (Oryza sativa), which provides insight into the adaptive evolutionary role of selection on gene expression.


  
The Role of Information Sources and Providers in Shaping Green Behaviors. Evidence from Europe 期刊论文
ECOLOGICAL ECONOMICS, 2019, 164
作者:  D&;  39;Amato, Alessio
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/27
Pro-environmental behavior  Pseudo-panel  Multivariate analysis  Circular economy  
Leveraging multidimensional heterogeneity in resource selection to define movement tactics of animals 期刊论文
ECOLOGY LETTERS, 2019, 22 (9) : 1417-1427
作者:  Bastille-Rousseau, Guillaume;  Wittemyer, George
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/27
African elephant (Loxodonta africana)  biologging  GPS telemetry  home range  hypervolume  individual variation  migration  movement ecology  multivariate analyses  resource selection function (RSF)  
Multivariate Nonstationary Oscillation Simulation of Climate Indices With Empirical Mode Decomposition 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (6) : 5033-5052
作者:  Lee, Taesam;  Ouarda, Taha B. M. J.
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/26
Atlantic Oscillation  climate indices  ENSO  multivariate simulation  nonstationary oscillation  Pacific Decadal Oscillation  
Toward Sustainable Urban Metabolisms. From System Understanding to System Transformation 期刊论文
ECOLOGICAL ECONOMICS, 2019, 157: 402-414
作者:  John, Beatrice;  Luederitz, Christopher;  Lang, Daniel J.;  von Wehrden, Henrik
收藏  |  浏览/下载:3/0  |  提交时间:2019/04/09
Sustainability  Transformation knowledge  Multivariate statistics  Urban metabolism  Transdisciplinarity  Justice  
Extending the Latent Dirichlet Allocation model to presence/absence data: A case study on North American breeding birds and biogeographical shifts expected from climate change 期刊论文
GLOBAL CHANGE BIOLOGY, 2018, 24 (11) : 5560-5572
作者:  Valle, Denis;  Albuquerque, Pedro;  Zhao, Qing;  Barberan, Albert;  Fletcher, Robert J., Jr.
收藏  |  浏览/下载:8/0  |  提交时间:2019/04/09
biodiversity  breeding bird groups  climate change  cluster analysis  community ecology  mixed-membership model  multivariate statistics  presence/absence data  
Simulation of Stochastic Processes Exhibiting Any-Range Dependence and Arbitrary Marginal Distributions 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 9484-9513
作者:  Tsoukalas, Ioannis;  Makropoulos, Christos;  Koutsoyiannis, Demetris
收藏  |  浏览/下载:2/0  |  提交时间:2019/04/09
multivariate stochastic simulation  short- and long-range dependence  Hurst phenomenon  symmetric moving average to anything  Nataf joint distribution model  arbitrary marginal distributions  
Is social polarization related to urban density? Evidence from the Italian housing market 期刊论文
LANDSCAPE AND URBAN PLANNING, 2018, 177: 340-349
作者:  Antoniucci, Valentina;  Marella, Giuliano
收藏  |  浏览/下载:4/0  |  提交时间:2019/04/09
Urban density  Multivariate regression  Social polarisation  Housing market  Economic crisis  Inequality