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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:36/0  |  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 |
| Evaluation of bias correction methods for APHRODITE data to improve hydrologic simulation in a large Himalayan basin 期刊论文 , 2020, 卷号: 242 作者: Ji X.; Li Y.; Luo X.; He D.; Guo R.; Wang J.; Bai Y.; Yue C.; Liu C. 收藏  |  浏览/下载:36/0  |  提交时间:2020/07/28 Rain gages Rivers Bias-correction methods Cumulative frequencies Extreme precipitation Hydrologic simulations Hydrological simulations Precipitation correction Precipitation products Spatio-temporal resolution Rain correction hydrological modeling precipitation assessment raingauge runoff satellite data Brahmaputra Basin China Qinghai-Xizang Plateau |
| 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:33/0  |  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 |
| Dust emission and transport in Northwest China: WRF-Chem simulation and comparisons with multi-sensor observations 期刊论文 , 2020, 卷号: 241 作者: Zhao J.; Ma X.; Wu S.; Sha T. 收藏  |  浏览/下载:34/0  |  提交时间:2020/07/28 Arid regions Erosion Landforms Meteorology Particle size Particle size analysis Precipitation (chemical) Satellites Size distribution Transport properties Weather forecasting Assimilation Model results Multi-sensor observations Pm10 mass concentrations Process analysis Spatio-temporal variation Weather research and forecasting models WRF-Chem Dust air quality atmospheric pollution carbon emission concentration (composition) dust satellite data satellite imagery China Qinghai-Xizang Plateau |
| Bayesian Multi-Scale Spatio-Temporal Modeling of Precipitation in the Indus Watershed 期刊论文 FRONTIERS IN EARTH SCIENCE, 2019, 卷号: 7 作者: Christensen, Michael F.; Heaton, Matthew J.; Rupper, Summer; Reese, C. Shane; Christensen, William F. 收藏  |  浏览/下载:39/0  |  提交时间:2019/10/08 spatio-temporal correlation dynamic linear model (DLM) High Mountain Asia (HMA) change of support problem data assimilation climate model climate change |
| Quantifying the risk of heat waves using extreme value theory and spatio-temporal functional data 期刊论文 COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2019, 卷号: 131, 页码: 176-193 作者: French, Joshua; Kokoszka, Piotr; Stoev, Stilian; Hall, Lauren 收藏  |  浏览/下载:55/0  |  提交时间:2019/10/08 Extreme events Functional data Elsevier Heat waves Spatio-temporal analysis |