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Potential of satellite and reanalysis evaporation datasets for hydrological modelling under various model calibration strategies 期刊论文
, 2020, 卷号: 143
作者:  Dembélé M.;  Ceperley N.;  Zwart S.J.;  Salvadore E.;  Mariethoz G.;  Schaefli B.
收藏  |  浏览/下载：44/0  |  提交时间：2020/07/28
Bond (masonry)  Digital storage  Evaporation  Geodetic satellites  Hydrology  Land use  Multivariable systems  Pixels  Soil moisture  Soil surveys  Stream flow  Accounting strategy  Evaporation products  Hydrological modelling  Multivariate calibration  Process representation  Remotely sensed data  Spatio-temporal prediction  Terrestrial water storage  Climate models  calibration  data set  evaporation  hydrological modeling  satellite data  soil moisture  streamflow  Volta Basin  
Modelling hourly spatio-temporal PM2.5 concentration in wildfire scenarios using dynamic linear models 期刊论文
, 2020, 卷号: 242
作者:  Sánchez-Balseca J.;  Pérez-Foguet A.
收藏  |  浏览/下载：49/0  |  提交时间：2020/07/28
Aerodynamics  Air quality  Bayesian networks  Particles (particulate matter)  Aerodynamic diameters  Bayesian approaches  Dynamic linear model  Modelling framework  Monitoring stations  PM2.5 concentration  Spatio-temporal models  Statistical approach  Fires  air quality  atmospheric pollution  concentration (composition)  health impact  modeling  particulate matter  public health  wildfire  
Using machine learning to synthesize spatiotemporal data for modelling DBH-height and DBH-height-age relationships in boreal forests 期刊论文
, 2020, 卷号: 466
作者:  Chen J.;  Yang H.;  Man R.;  Wang W.;  Sharma M.;  Peng C.;  Parton J.;  Zhu H.;  Deng Z.
收藏  |  浏览/下载：64/0  |  提交时间：2020/07/28
Climate models  Dynamics  Machine learning  Neural networks  Complex relationships  Comprehensive monitoring  Diameter-at-breast heights  Environmental conditions  Individual-based modelling  Long-term monitoring datum  Spatio-temporal data  Sustainable forest management  Forestry  age determination  boreal forest  environmental conditions  environmental monitoring  forest dynamics  forest management  forestry modeling  growth  height  machine learning  mortality  spatiotemporal analysis  Data  DBH  Dynamics  Forestry  Growth  Neural Networks  Sustainable Forest Management  Trees  Canada  
Possible future changes in South East Australian frost frequency: an inter-comparison of statistical downscaling approaches 期刊论文
CLIMATE DYNAMICS, 2019, 卷号: 52, 期号: 1-2, 页码: 1247-1262
作者:  Crimp, Steven;  Jin, Huidong;  Kokic, Philip;  Bakar, Shuvo;  Nicholls, Neville
收藏  |  浏览/下载：35/0  |  提交时间：2019/10/08
Frost  Daily minimum temperatures  Spatio-temporal modelling  Quantile matching  Future projections  
Mapping ecoregions under climate change: a case study from the biological "crossroads' of three continents, Turkey 期刊论文
LANDSCAPE ECOLOGY, 2019, 卷号: 34, 期号: 1, 页码: 35-50
作者:  Erguner, Yasemin;  Kumar, Jitendra;  Hoffman, Forrest M.;  Dalfes, H. Nuzhet;  Hargrove, William W.
收藏  |  浏览/下载：31/0  |  提交时间：2019/10/08
Biodiversity conservation  Climate change  Ecoregions  Ecological observatory network  Multivariate Spatio-Temporal Clustering  Regional climate modelling