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| Combining statistical machine learning models with ARIMA for water level forecasting: The case of the Red river 期刊论文
, 2020, 卷号: 142
作者: Phan T.-T.-H.; Nguyen X.H.
  收藏 | 浏览/下载：22/0 | 提交时间：2020/07/28
Autoregressive moving average model Cost effectiveness Disaster prevention Forecasting Learning algorithms Water levels Water resources Auto-regressive integrated moving average Computational time Cost-effective solutions Linear and nonlinear models Physically based models Statistical machine learning Time series forecasting Water level forecasting Machine learning data set flood forecasting forecasting method hydrological modeling machine learning numerical model performance assessment river water water level Hanoi Red River [Asia] Viet Nam |
| Reconciling the water balance of large lake systems 期刊论文
, 2020, 卷号: 137
作者: Gronewold A.D.; Smith J.P.; Read L.K.; Crooks J.L.
收藏 | 浏览/下载：36/0 | 提交时间：2020/07/28
Bayesian networks Climate models Digital storage Hydrology Inference engines Iterative methods Legacy systems Statistical methods Uncertainty analysis Bayesian inference Hydrologic cycles Large lakes Statistical modeling Water balance Lakes Bayesian analysis error correction hydrological cycle hydrological modeling lake uncertainty analysis water budget Great Lakes [North America] |
| Anomalous transport through free-flow-porous media interface: Pore-scale simulation and predictive modeling 期刊论文
, 2020, 卷号: 135
作者: Kim J.S.; Kang P.K.
收藏 | 浏览/下载：36/0 | 提交时间：2020/07/28
Atmospheric turbulence Diffusion Groundwater flow Lagrange multipliers Markov processes Navier Stokes equations Porosity Porous materials Residence time distribution Solute transport Statistical mechanics Turbulence models Velocity Vortex flow Anomalous transport Markov model Pore-scale simulation Recirculation zones Turbulence structures Velocity distribution flow modeling Lagrangian analysis Markov chain Navier-Stokes equations numerical model porous medium recirculating system Reynolds number solute transport turbulence |
| Effective containment explains subexponential growth in recent confirmed COVID-19 cases in China 期刊论文
, 2020, 卷号: 368, 期号: 6492
作者: Maier B.F.; Brockmann D.
收藏 | 浏览/下载：26/0 | 提交时间：2020/07/28
disease control disease prevalence epidemic health geography public health quarantine symptom viral disease China Coronavirus basic reproduction number behavior Betacoronavirus China communicable disease control contact examination Coronavirus infection disease predisposition epidemic human pandemic quarantine statistical model virus pneumonia Basic Reproduction Number Behavior Betacoronavirus China Communicable Disease Control Contact Tracing Coronavirus Infections Disease Outbreaks Disease Susceptibility Humans Models, Statistical Pandemics Pneumonia, Viral Quarantine |
| 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：34/0 | 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 |
| Exploring the use of learning techniques for relating the site index of radiata pine stands with climate, soil and physiography 期刊论文
, 2020, 卷号: 458
作者: González-Rodríguez M.A.; Diéguez-Aranda U.
收藏 | 浏览/下载：30/0 | 提交时间：2020/07/28
Climate change Information management Learning algorithms Learning systems Least squares approximations Machine learning Regression analysis Environmental uncertainty Multivariate adaptive regression splines Partial least square (PLS) Pinus radiata Site index Stand growth Statistical learning techniques Sustainable forest management Forestry climate change coniferous tree forest management growth modeling machine learning site index statistical analysis uncertainty analysis Forestry Models Pinus Radiata Regression Analysis Site Index Sustainable Forest Management Techniques Galicia [Spain] La Coruna [Galicia] Santiago de Compostela Spain Pinus radiata Radiata |
| The influence of climate and management on survival probability for Germany's most important tree species 期刊论文
, 2020, 卷号: 458
作者: Brandl S.; Paul C.; Knoke T.; Falk W.
收藏 | 浏览/下载：38/0 | 提交时间：2020/07/28
Climate models Forestry Normal distribution Plants (botany) Weibull distribution Accelerated failure time models European beech (fagus sylvatica l.) Increasing temperatures Log-normal distribution Picea Abies (L.) Karst Silver fir (Abies alba Mill.) Survival analysis Tree mortality Climate change ecological modeling environmental gradient mortality risk precipitation (chemistry) precipitation (climatology) survival tree Forestry Models Mortality Probability Pseudotsuga Statistical Distribution Survival Germany Abies Abies alba Fagus sylvatica Picea abies Pinus sylvestris Pseudotsuga Pseudotsuga menziesii Quercus petraea Quercus robur |
| How structural diversity affects Norway spruce crown characteristics 期刊论文
, 2020, 卷号: 461
作者: Bianchi S.; Siipilehto J.; Hynynen J.
收藏 | 浏览/下载：28/0 | 提交时间：2020/07/28
Fading (radio) Information management Plants (botany) Statistical methods Timber Asymmetric competition Continuous cover forestries Leave-one-out cross validations Management systems Mean absolute percentage error Picea Abies (L.) Karst Repeated measurements Structural diversity Forestry coniferous tree data set forest management hexachlorobenzene model validation Characteristics Forestry Management Models Picea Abies Statistical Methods Trees Finland Picea abies |
| An investigation of transmission control measures during the first 50 days of the COVID-19 epidemic in China 期刊论文
, 2020, 卷号: 368, 期号: 6491
作者: Tian H.; Liu Y.; Li Y.; Wu C.-H.; Chen B.; Kraemer M.U.G.; Li B.; Cai J.; Xu B.; Yang Q.; Wang B.; Yang P.; Cui Y.; Song Y.; Zheng P.; Wang Q.; Bjornstad O.N.; Yang R.; Grenfell B.T.; Pybus O.G.; Dye C.
收藏 | 浏览/下载：38/0 | 提交时间：2020/07/28
data set disease control disease incidence disease transmission epidemic public health viral disease Article China coronavirus disease 2019 disease duration disease transmission epidemic health care planning human incidence infection control influenza A (H1N1) pandemic patient isolation priority journal public health sample size scale up traffic and transport Betacoronavirus communicable disease control Coronavirus infection epidemic pandemic public health service regression analysis statistical model travel virus pneumonia China Hubei Wuhan Coronavirus Betacoronavirus China Communicable Disease Control Coronavirus Infections Epidemics Humans Incidence Models, Statistical Pandemics Pneumonia, Viral Public Health Practice Regression Analysis Travel |
| Nitrogen deposition is the most important environmental driver of growth of pure, even-aged and managed European forests 期刊论文
, 2020, 卷号: 458
作者: Etzold S.; Ferretti M.; Reinds G.J.; Solberg S.; Gessler A.; Waldner P.; Schaub M.; Simpson D.; Benham S.; Hansen K.; Ingerslev M.; Jonard M.; Karlsson P.E.; Lindroos A.-J.; Marchetto A.; Manninger M.; Meesenburg H.; Merilä P.; Nöjd P.; Rautio P.; Sanders T.G.M.; Seidling W.; Skudnik M.; Thimonier A.; Verstraeten A.; Vesterdal L.; Vejpustkova M.; de Vries W.
收藏 | 浏览/下载：57/0 | 提交时间：2020/07/28
Air pollution Climate change Climate models Ecosystems Multivariant analysis Nitrogen Ozone Continental-scale analysis Environmental conditions ICP Forests Multivariate statistical approaches Observational study Potential negative effects Statistical modelling Structural equation modelling Forestry atmospheric pollution carbon sequestration environmental conditions forest management growth response nitrogen ozone stand structure statistical analysis Air Pollution Deposition Ecosystems Forestry Forests Growth Nitrogen Ozone Norway Fagus Picea abies |
