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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:50/0  |  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  
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:41/0  |  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  
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:40/0  |  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  
Spatio-temporal accuracy evaluation of three high-resolution satellite precipitation products in China area 期刊论文
, 2020, 卷号: 241
作者:  Yu C.;  Hu D.;  Liu M.;  Wang S.;  Di Y.
收藏  |  浏览/下载:48/0  |  提交时间:2020/07/28
Autocorrelation  Chirp modulation  Correlation detectors  Image resolution  Rain gages  Satellites  Storms  Surface plasmon resonance  China  CHIRPS  GPM-IMERG  Performance evaluation  PERSIANN  Satellite precipitation products  Rain  image resolution  precipitation assessment  raingauge  satellite data  satellite imagery  seasonal variation  spatial resolution  spatiotemporal analysis  China  
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:39/0  |  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  
Development of a novel Weighted Average Least Squares-based ensemble multi-satellite precipitation dataset and its comprehensive evaluation over Pakistan 期刊论文
, 2020, 卷号: 246
作者:  Rahman K.U.;  Shang S.;  Shahid M.;  Wen Y.;  Khan A.J.
收藏  |  浏览/下载:39/0  |  提交时间:2020/07/28
Arid regions  Atmospheric thermodynamics  Clock and data recovery circuits (CDR circuits)  Errors  Glacial geology  Mean square error  Rain gages  Satellites  Climate prediction centers  Comprehensive evaluation  Correlation coefficient  Precipitation estimation from remotely sensed information  Precipitation products  Root mean square errors  Satellite precipitation  Tropical rainfall measurement missions  Precipitation (meteorology)  
Change Detection and Impact of Climate Changes to Iraqi Southern Marshes Using Landsat 2 MSS, Landsat 8 OLI and Sentinel 2 MSI Data and GIS Applications 期刊论文
APPLIED SCIENCES-BASEL, 2019, 卷号: 9, 期号: 10
作者:  Hashim, Bassim Mohammed;  Sultan, Maitham Abdullah;  Attyia, Mazin Najem;  Al Maliki, Ali A.;  Al-Ansari, Nadhir
收藏  |  浏览/下载:21/0  |  提交时间:2019/10/08
Iraqi marshes  climate change  satellites data