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| Evaluation of NASA's high-resolution global composition simulations: Understanding a pollution event in the Chesapeake Bay during the summer 2017 OWLETS campaign 期刊论文
Atmospheric Environment, 2020, 卷号: 222
作者: Dacic N.; Sullivan J.T.; Knowland K.E.; Wolfe G.M.; Oman L.D.; Berkoff T.A.; Gronoff G.P.
  收藏 | 浏览/下载：38/0 | 提交时间：2020/03/12 |
| Evaluation of NASA's high-resolution global composition simulations: Understanding a pollution event in the Chesapeake Bay during the summer 2017 OWLETS campaign 期刊论文
Atmospheric Environment, 2020, 卷号: 222
作者: Dacic N.; Sullivan J.T.; Knowland K.E.; Wolfe G.M.; Oman L.D.; Berkoff T.A.; Gronoff G.P.
收藏 | 浏览/下载：15/0 | 提交时间：2020/06/19 |
| Linking Global Land Use/Land Cover to Hydrologic Soil Groups From 850 to 2015 期刊论文
Global Biogeochemical Cycles, 2020, 卷号: 34, 期号: 3
作者: Wang P.-L.; Feddema J.J.
收藏 | 浏览/下载：29/0 | 提交时间：2020/06/19 |
| A data-driven approach to generate past GRACE-like terrestrial water storage solution by calibrating the land surface model simulations 期刊论文
, 2020, 卷号: 143
作者: Jing W.; Di L.; Zhao X.; Yao L.; Xia X.; Liu Y.; Yang J.; Li Y.; Zhou C.
收藏 | 浏览/下载：32/0 | 提交时间：2020/07/28
Decision trees Digital storage Evapotranspiration Geodetic satellites Groundwater Learning systems Soil moisture Surface measurement Water conservation Water supply Data-driven approach Ensemble learning algorithm Gravity recovery and climate experiment satellites Groundwater storage Land surface modeling Machine learning models Terrestrial water storage Variable importances Learning algorithms |
| Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms 期刊论文
, 2020, 卷号: 141
作者: Liu Y.; Jing W.; Wang Q.; Xia X.
收藏 | 浏览/下载：28/0 | 提交时间：2020/07/28
Decision trees Land surface temperature Learning systems Nearest neighbor search Neural networks Object oriented programming Soil moisture Support vector machines Support vector regression Surveying Topography Vegetation Classification and regression tree Correlation coefficient Digital elevation model Geographic coordinates High spatial resolution K nearest neighbor (KNN) Machine learning techniques Normalized difference vegetation index Learning algorithms algorithm comparative study correlation data set digital elevation model downscaling machine learning NDVI soil moisture spatial analysis surface temperature Australia China North America Qinghai-Xizang Plateau Spain |
| Comparing global hydrological models and combining them with GRACE by dynamic model data averaging (DMDA) 期刊论文
, 2020, 卷号: 138
作者: Mehrnegar N.; Jones O.; Singer M.B.; Schumacher M.; Bates P.; Forootan E.
收藏 | 浏览/下载：29/0 | 提交时间：2020/07/28
Aneroid altimeters Atmospheric pressure Bayesian networks Climatology Digital storage Dynamic models Geodetic satellites Groundwater Kalman filters Rivers Soil moisture Uncertainty analysis Watersheds Bayesian model averaging GRACE Hydrological models Model data Satellite altimetry Terrestrial water storage Climate models Bayesian analysis El Nino-Southern Oscillation GRACE hydrological modeling Kalman filter numerical model satellite data satellite imagery water storage Nile Basin Hepatitis B virus |
| Multivariate data assimilation of GRACE, SMOS, SMAP measurements for improved regional soil moisture and groundwater storage estimates 期刊论文
, 2020, 卷号: 135
作者: Tangdamrongsub N.; Han S.-C.; Yeo I.-Y.; Dong J.; Steele-Dunne S.C.; Willgoose G.; Walker J.P.
收藏 | 浏览/下载：22/0 | 提交时间：2020/07/28
Cables Catchments Climate models Digital storage Groundwater Groundwater resources Remote sensing Soil moisture Surface measurement Water conservation EnKS GRACE Multivariate data SMAP SMOS Soil surveys data assimilation GRACE groundwater multivariate analysis SMOS soil moisture water level water storage Australia Goulburn Basin Victoria [Australia] |
| Temperature and precipitation responses to El Niño-Southern Oscillation in a hierarchy of datasets with different levels of observational constraints 期刊论文
Climate Dynamics, 2020, 卷号: 55
作者: Garcia-Villada L.P.; Donat M.G.; Angélil O.; Taschetto A.S.
收藏 | 浏览/下载：25/0 | 提交时间：2020/11/23 |
| Plant Hydraulic Stress Strategy Improves Model Predictions of the Response of Gross Primary Productivity to Drought Across China 期刊论文
Journal of Geophysical Research: Atmospheres, 2020, 卷号: 125, 期号: 24
作者: Wu H.; Fu C.; Wu H.; Zhang L.
收藏 | 浏览/下载：0/0 | 提交时间：2021/07/19 |
| Machine Learning Accelerates Parameter Optimization and Uncertainty Assessment of a Land Surface Model 期刊论文
Journal of Geophysical Research: Atmospheres, 2020, 卷号: 125, 期号: 20
作者: Sawada Y.
收藏 | 浏览/下载：0/0 | 提交时间：2021/07/19 |
