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| Bayesian network reasoning and machine learning with multiple data features: air pollution risk monitoring and early warning 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 3
作者: Xie X.; Zuo J.; Xie B.; Dooling T.A.; Mohanarajah S.
  收藏 | 浏览/下载：39/0 | 提交时间：2021/09/01
Air pollution risk AQI prediction Bayesian network Machine learning Statistical analysis |
| MODIS-FIRMS and ground-truthing-based wildfire likelihood mapping of Sikkim Himalaya using machine learning algorithms 期刊论文
Natural Hazards, 2021
作者: Banerjee P.
收藏 | 浏览/下载：34/0 | 提交时间：2021/09/01
Algorithm Forest fire GIS Prediction map Statistical learning |
| Relative importance of meteorological variables on air quality and role of boundary layer height 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 267
作者: Huang Y.; Guo B.; Sun H.; Liu H.; Chen S.X.
收藏 | 浏览/下载：37/0 | 提交时间：2022/01/18
Air quality assessment Meteorological effects Statistical learning Variable selection |
| A model framework to reduce bias in ground-level PM2.5 concentrations inferred from satellite-retrieved AOD 期刊论文
ATMOSPHERIC ENVIRONMENT, 2021, 卷号: 248
作者: Yao F.; Palmer P.I.
收藏 | 浏览/下载：32/0 | 提交时间：2022/01/18
AOD Machine learning Model of atmospheric chemistry and transport PM2.5 Statistical regression |
| 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 |
| Integrating data mining and transmission theory in the ecology of infectious diseases 期刊论文
Ecology Letters, 2020, 卷号: 23, 期号: 8
作者: Han B.A.; O’Regan S.M.; Paul Schmidt J.; Drake J.M.
收藏 | 浏览/下载：34/0 | 提交时间：2021/09/01
Boosted regression disease dynamics disease macroecology pathogen transmission random forest statistical learning zoonosis zoonotic spillover |
| 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：24/0 | 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 |
| Modeling the multiple time scale response of hydrological drought to climate change in the data-scarce inland river basin of Northwest China 期刊论文
ARABIAN JOURNAL OF GEOSCIENCES, 2019, 卷号: 12, 期号: 7
作者: Zhu, Nina; Xu, Jianhua; Wang, Chong; Chen, Zhongsheng; Luo, Yang
收藏 | 浏览/下载：40/0 | 提交时间：2019/10/08
Deep learning Ensemble empirical mode decomposition Hybrid model Long short-term memory model Simulation Statistical downscaling |
