Reconstruction of GRACE Data on Changes in Total Water Storage Over the Global Land Surface and 60 Basins
出版年份 2020 全文链接
标题
Reconstruction of GRACE Data on Changes in Total Water Storage Over the Global Land Surface and 60 Basins
作者
关键词
-
出版物
WATER RESOURCES RESEARCH
Volume 56, Issue 4, Pages -
出版商
American Geophysical Union (AGU)
发表日期
2020-03-21
DOI
10.1029/2019wr026250
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Improving Precipitation Estimation Using Convolutional Neural Network
- (2019) Baoxiang Pan et al. WATER RESOURCES RESEARCH
- Combining Physically-Based Modeling and Deep Learning for Fusing GRACE Satellite Data: Can We Learn from Mismatch?
- (2019) Alexander Y. Sun et al. WATER RESOURCES RESEARCH
- A Multi-Sourced Data Retrodiction of Remotely Sensed Terrestrial Water Storage Changes for West Africa
- (2019) Vagner Ferreira et al. Water
- Deep learning and process understanding for data-driven Earth system science
- (2019) Markus Reichstein et al. NATURE
- Improved understanding of snowmelt runoff from the headwaters of China's Yangtze River using remotely sensed snow products and hydrological modeling
- (2019) Pengfei Han et al. REMOTE SENSING OF ENVIRONMENT
- Improving Snow Water Equivalent Maps With Machine Learning of Snow Survey and Lidar Measurements
- (2019) Patrick D. Broxton et al. WATER RESOURCES RESEARCH
- Downscaling GRACE TWSA Data into High-Resolution Groundwater Level Anomaly Using Machine Learning-Based Models in a Glacial Aquifer System
- (2019) Wondwosen Seyoum et al. Remote Sensing
- Multi-sensor assimilation of SMOS brightness temperature and GRACE terrestrial water storage observations for soil moisture and shallow groundwater estimation
- (2019) Manuela Girotto et al. REMOTE SENSING OF ENVIRONMENT
- Forecasting GRACE Data over the African Watersheds Using Artificial Neural Networks
- (2019) Mohamed Ahmed et al. Remote Sensing
- Global GRACE Data Assimilation for Groundwater and Drought Monitoring: Advances and Challenges
- (2019) Bailing Li et al. WATER RESOURCES RESEARCH
- Evapotranspiration Estimation for Tibetan Plateau Headwaters Using Conjoint Terrestrial and Atmospheric Water Balances and Multisource Remote Sensing
- (2019) Xueying Li et al. WATER RESOURCES RESEARCH
- Assimilating GRACE Into a Land Surface Model in the Presence of an Irrigation‐Induced Groundwater Trend
- (2019) Wanshu Nie et al. WATER RESOURCES RESEARCH
- Glacial Melt and Potential Impacts on Water Resources in the Canadian Rocky Mountains
- (2019) P. Castellazzi et al. WATER RESOURCES RESEARCH
- Global models underestimate large decadal declining and rising water storage trends relative to GRACE satellite data
- (2018) Bridget R. Scanlon et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Quantitative mapping of groundwater depletion at the water management scale using a combined GRACE/InSAR approach
- (2018) Pascal Castellazzi et al. REMOTE SENSING OF ENVIRONMENT
- Accuracy of Snow Water Equivalent Estimated From GPS Vertical Displacements: A Synthetic Loading Case Study for Western U.S. Mountains
- (2018) Thomas L. Enzminger et al. WATER RESOURCES RESEARCH
- The Total Drainable Water Storage of the Amazon River Basin: A First Estimate Using GRACE
- (2018) M. J. Tourian et al. WATER RESOURCES RESEARCH
- A New Machine-Learning Approach for Classifying Hysteresis in Suspended-Sediment Discharge Relationships Using High-Frequency Monitoring Data
- (2018) Scott D. Hamshaw et al. WATER RESOURCES RESEARCH
- In-Situ and GRACE-based Groundwater Observations: Similarities, Discrepancies, and Evaluation in the High Plains Aquifer in Kansas
- (2018) A. E. Brookfield et al. WATER RESOURCES RESEARCH
- A trans-disciplinary review of deep learning research and its relevance for water resources scientists
- (2018) Chaopeng Shen WATER RESOURCES RESEARCH
- A stochastic data‐driven ensemble forecasting framework for water resources: A case study using ensemble members derived from a database of deterministic wavelet‐based models
- (2018) John Quilty et al. WATER RESOURCES RESEARCH
- Exploring Deep Neural Networks to Retrieve Rain and Snow in High Latitudes Using Multisensor and Reanalysis Data
- (2018) Guoqiang Tang et al. WATER RESOURCES RESEARCH
- Performance of Different Ensemble Kalman Filter Structures to Assimilate GRACE Terrestrial Water Storage Estimates Into a High-Resolution Hydrological Model: A Synthetic Study
- (2018) Ashkan Shokri et al. WATER RESOURCES RESEARCH
- Mass-related excitation of polar motion: an assessment of the new RL06 GRACE gravity field models
- (2018) Franziska Göttl et al. EARTH PLANETS AND SPACE
- Ensemble learning regression for estimating river discharges using satellite altimetry data: Central Congo River as a Test-bed
- (2018) Donghwan Kim et al. REMOTE SENSING OF ENVIRONMENT
- A global reconstruction of climate-driven subdecadal water storage variability
- (2017) V. Humphrey et al. GEOPHYSICAL RESEARCH LETTERS
- Prospective Interest of Deep Learning for Hydrological Inference
- (2017) Jean Marçais et al. Groundwater
- Global analysis of spatiotemporal variability in merged total water storage changes using multiple GRACE products and global hydrological models
- (2017) Di Long et al. REMOTE SENSING OF ENVIRONMENT
- Similarity Assessment of Land Surface Model Outputs in the North American Land Data Assimilation System
- (2017) Sujay V. Kumar et al. WATER RESOURCES RESEARCH
- Improved modeling of snow and glacier melting by a progressive two-stage calibration strategy with GRACE and multisource data: How snow and glacier meltwater contributes to the runoff of the Upper Brahmaputra River basin?
- (2017) Xi Chen et al. WATER RESOURCES RESEARCH
- Machine learning algorithms for modeling groundwater level changes in agricultural regions of the U.S.
- (2017) S. Sahoo et al. WATER RESOURCES RESEARCH
- Prospective Interest of Deep Learning for Hydrological Inference
- (2017) Jean Marçais et al. Groundwater
- GRACE-Based Hydrological Drought Evaluation of the Yangtze River Basin, China
- (2016) Dan Zhang et al. JOURNAL OF HYDROMETEOROLOGY
- Assimilation of Gridded GRACE Terrestrial Water Storage Estimates in the North American Land Data Assimilation System
- (2016) Sujay V. Kumar et al. JOURNAL OF HYDROMETEOROLOGY
- Assessing Global Water Storage Variability from GRACE: Trends, Seasonal Cycle, Subseasonal Anomalies and Extremes
- (2016) Vincent Humphrey et al. SURVEYS IN GEOPHYSICS
- Quantifying and reducing leakage errors in the JPL RL05M GRACE mascon solution
- (2016) David N. Wiese et al. WATER RESOURCES RESEARCH
- Global evaluation of new GRACE mascon products for hydrologic applications
- (2016) Bridget R. Scanlon et al. WATER RESOURCES RESEARCH
- High-resolution CSR GRACE RL05 mascons
- (2016) Himanshu Save et al. JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH
- Deep Learning for Remote Sensing Data: A Technical Tutorial on the State of the Art
- (2016) Liangpei Zhang et al. IEEE Geoscience and Remote Sensing Magazine
- Groundwater depletion in the Hai River Basin, China, fromin situand GRACE observations
- (2015) Hong Shen et al. HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES
- Hydrologic implications of GRACE satellite data in the Colorado River Basin
- (2015) Bridget R. Scanlon et al. WATER RESOURCES RESEARCH
- Global analysis of approaches for deriving total water storage changes from GRACE satellites
- (2015) Di Long et al. WATER RESOURCES RESEARCH
- Improved methods for observing Earth's time variable mass distribution with GRACE using spherical cap mascons
- (2015) Michael M. Watkins et al. JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH
- Drought and flood monitoring for a large karst plateau in Southwest China using extended GRACE data
- (2014) Di Long et al. REMOTE SENSING OF ENVIRONMENT
- GRACE, time-varying gravity, Earth system dynamics and climate change
- (2014) B Wouters et al. REPORTS ON PROGRESS IN PHYSICS
- Uncertainty in evapotranspiration from land surface modeling, remote sensing, and GRACE satellites
- (2014) Di Long et al. WATER RESOURCES RESEARCH
- Climatic responses to anthropogenic groundwater exploitation: a case study of the Haihe River Basin, Northern China
- (2013) Jing Zou et al. CLIMATE DYNAMICS
- GRACE satellite monitoring of large depletion in water storage in response to the 2011 drought in Texas
- (2013) Di Long et al. GEOPHYSICAL RESEARCH LETTERS
- Characterization of spatio-temporal patterns for various GRACE- and GLDAS-born estimates for changes of global terrestrial water storage
- (2013) Tao Yang et al. GLOBAL AND PLANETARY CHANGE
- Tibetan Plateau precipitation as depicted by gauge observations, reanalyses and satellite retrievals
- (2013) Kai Tong et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Changes in terrestrial water storageversusrainfall and discharges in the Amazon basin
- (2013) Frédéric Frappart et al. INTERNATIONAL JOURNAL OF CLIMATOLOGY
- Characteristic mega-basin water storage behavior using GRACE
- (2013) J. T. Reager et al. WATER RESOURCES RESEARCH
- Evaluation of groundwater depletion in North China using the Gravity Recovery and Climate Experiment (GRACE) data and ground-based measurements
- (2013) Wei Feng et al. WATER RESOURCES RESEARCH
- Drought indicators based on model-assimilated Gravity Recovery and Climate Experiment (GRACE) terrestrial water storage observations
- (2012) Rasmus Houborg et al. WATER RESOURCES RESEARCH
- Accuracy of scaled GRACE terrestrial water storage estimates
- (2012) F. W. Landerer et al. WATER RESOURCES RESEARCH
- Integration of GRACE (Gravity Recovery and Climate Experiment) data with traditional data sets for a better understanding of the time-dependent water partitioning in African watersheds
- (2011) Mohamed Ahmed et al. GEOLOGY
- Comparison of multiple linear and nonlinear regression, autoregressive integrated moving average, artificial neural network, and wavelet artificial neural network methods for urban water demand forecasting in Montreal, Canada
- (2011) Jan Adamowski et al. WATER RESOURCES RESEARCH
- Inferring aquifer storage parameters using satellite and in situ measurements: Estimation under uncertainty
- (2010) Alexander Y. Sun et al. GEOPHYSICAL RESEARCH LETTERS
- New diagnostic estimates of variations in terrestrial water storage based on ERA-Interim data
- (2010) Brigitte Mueller et al. HYDROLOGICAL PROCESSES
- Investigating the Variability in Daily Traffic Counts through use of ARIMAX and SARIMAX Models
- (2010) Mario Cools et al. TRANSPORTATION RESEARCH RECORD
- Satellite-based estimates of groundwater depletion in India
- (2009) Matthew Rodell et al. NATURE
- Detection of Continental Hydrology and Glaciology Signals from GRACE: A Review
- (2008) G. Ramillien et al. SURVEYS IN GEOPHYSICS
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationCreate your own webinar
Interested in hosting your own webinar? Check the schedule and propose your idea to the Peeref Content Team.
Create Now