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Spatio-temporal modelling of PM10 daily concentrations in Italy using the SPDE approach 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 248
作者:  Fioravanti G.;  Martino S.;  Cameletti M.;  Cattani G.
收藏  |  浏览/下载：34/0  |  提交时间：2022/01/18
Bayesian hierarchical model  Exceedance probability  Exposure map  GMRF  GRF  INLA  Particulate matter  
Ambient temperature and relative humidity as possible drivers of the hand, foot, and mouth disease epidemics in Zhejiang Province, China 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 244
作者:  Lau S.Y.-F.;  Chen E.;  Kirran N.M.;  Cai J.;  Wang M.H.;  Zee B.C.-Y.;  Zhao S.;  Chong K.C.;  Wang X.
收藏  |  浏览/下载：22/0  |  提交时间：2022/01/18
Ambient temperature  Bayesian hierarchical Poisson spatiotemporal model  Distributed nonlinear lag  HFMD  Relative humidity  
The importance of being random! Taking full account of random effects in nonlinear sigmoid hierarchical Bayesian models reveals the relationship between deadwood and the species richness of saproxylic beetles 期刊论文
, 2020, 卷号: 465
作者:  Godeau U.;  Bouget C.;  Piffady J.;  Pozzi T.;  Gosselin F.
收藏  |  浏览/下载：40/0  |  提交时间：2020/07/28
Bayesian networks  Biodiversity  Ecology  Forestry  Hierarchical systems  Living systems studies  Random forests  Ecological indicators  Evaluation criteria  Model comparison  Spatial variations  Statistical modeling  Random processes  biodiversity  biogeography  complementarity  ecophysiology  environmental indicator  forest management  numerical model  spatial variation  species richness  Biodiversity  Criteria  Data  Ecology  Forestry  Hierarchical Systems  Models  Random Processes  Coleoptera  
Extreme heterogeneity of population response to climatic variation and the limits of prediction 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 卷号: 25, 期号: 6, 页码: 2127-2136
作者:  Nice, Chris C.;  Forister, Matthew L.;  Harrison, Joshua G.;  Gompert, Zachariah;  Fordyce, James A.;  Thorne, James H.;  Waetjen, David P.;  Shapiro, Arthur M.
收藏  |  浏览/下载：27/0  |  提交时间：2019/10/08
Bayesian hierarchical model  climate change  long-term data  monitoring  weather  
A hierarchical Bayesian model for decomposing the impacts of human activities and climate change on water resources in China 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 665, 页码: 836-847
作者:  Zhang, Xu;  Dong, Qianjin;  Costa, Veber;  Wang, Xianxun
收藏  |  浏览/下载：41/0  |  提交时间：2019/10/08
Hierarchical Bayesian model  Budyko equation  Water resources management  Climate change  Human activities  
Synergistic effects of climate and land-use change influence broad-scale avian population declines 期刊论文
GLOBAL CHANGE BIOLOGY, 2019, 卷号: 25, 期号: 5, 页码: 1561-1575
作者:  Northrup, Joseph M.;  Rivers, James W.;  Yang, Zhiqiang;  Betts, Matthew G.
收藏  |  浏览/下载：18/0  |  提交时间：2019/10/08
Bayesian hierarchical model  Breeding Bird Survey  climate change  habitat loss  land-use change  synergistic effects  
Boreal tree growth exhibits decadal-scale ecological memory to drought and insect defoliation, but no negative response to their interaction 期刊论文
JOURNAL OF ECOLOGY, 2019, 卷号: 107, 期号: 3, 页码: 1288-1301
作者:  Itter, Malcolm S.;  D';  Orangeville, Loic;  Dawson, Andria;  Kneeshaw, Daniel;  Duchesne, Louis;  Finley, Andrew O.
收藏  |  浏览/下载：31/0  |  提交时间：2019/10/08
Bayesian hierarchical model  boreal forest  drought  ecological memory  ecophysiology  forest tent caterpillar  global change ecology  insect defoliation  spruce budworm  tree rings  
A hierarchical Bayesian approach for multi-site optimization of a satellite-based evapotranspiration model 期刊论文
HYDROLOGICAL PROCESSES, 2018, 卷号: 32, 期号: 26
作者:  Su, Yonghong;  Feng, Qi;  Zhu, Gaofeng;  Gu, Chunjie;  Wang, Yunquan;  Shang, Shasha;  Zhang, Kun;  Han, Tuo;  Chen, Huiling;  Ma, Jinzhu
收藏  |  浏览/下载：42/0  |  提交时间：2019/11/08
differential evolution Markov chain algorithm  evaporation  evapotranspiration  hierarchical Bayesian method  process-based ET model  transpiration