Statistical Applications to Downscale GRACE-Derived Terrestrial Water Storage Data and to Fill Temporal Gaps

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

Assessment of age, origin, and sustainability of fossil aquifers: A geochemical and remote sensing-based approach

(2019) Mohamed Sultan et al.   JOURNAL OF HYDROLOGY

Response of deep aquifers to climate variability

(2019) Karem Abdelmohsen et al.   SCIENCE OF THE TOTAL ENVIRONMENT

On the Use of Adaptive Ensemble Kalman Filtering to Mitigate Error Misspecifications in GRACE Data Assimilation

(2019) Ashkan Shokri et al.   WATER RESOURCES RESEARCH

Evaluation of twelve evapotranspiration products from machine learning, remote sensing and land surface models over conterminous United States

(2019) Tongren Xu et al.   JOURNAL OF HYDROLOGY

Burst Pressure Prediction of Cylindrical Vessels Using Artificial Neural Network

(2019) Abolfazl Zolfaghari et al.   JOURNAL OF PRESSURE VESSEL TECHNOLOGY-TRANSACTIONS OF THE ASME

GRACE and TRMM mission: The role of remote sensing techniques for monitoring spatio-temporal change in total water mass, Nile basin

(2019) Karim W. Abdelmalik et al.   JOURNAL OF AFRICAN EARTH SCIENCES

Spatial soil erosion estimation using an artificial neural network (ANN) and field plot data

(2018) V. Gholami et al.   CATENA

Comparison of statistical and dynamical downscaling results from the WRF model

(2018) Renan Le Roux et al.   ENVIRONMENTAL MODELLING & SOFTWARE

An assessment of differences in gridded precipitation datasets in complex terrain

(2018) Brian Henn et al.   JOURNAL OF HYDROLOGY

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

Quantifying Modern Recharge and Depletion Rates of the Nubian Aquifer in Egypt

(2018) Mohamed Ahmed et al.   SURVEYS IN GEOPHYSICS

Use of Geophysical and Remote Sensing Data for Assessment of Aquifer Depletion and Related Land Deformation

(2018) Abdullah Othman et al.   SURVEYS IN GEOPHYSICS

Trend analysis of hydro-climatic variables in the north of Iran

(2018) E. Nikzad Tehrani et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Geographically Weighted Area-to-Point Regression Kriging for Spatial Downscaling in Remote Sensing

(2018) Yan Jin et al.   Remote Sensing

Downscaling GRACE Remote Sensing Datasets to High-Resolution Groundwater Storage Change Maps of California’s Central Valley

(2018) Michelle Miro et al.   Remote Sensing

Statistical Downscaling of GRACE-Derived Groundwater Storage Using ET Data in the North China Plain

(2018) Wenjie Yin et al.   JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES

Emerging trends in global freshwater availability

(2018) M. Rodell et al.   NATURE

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

Downscaling of TRMM3B43 Product Through Spatial and Statistical Analysis Based on Normalized Difference Water Index, Elevation, and Distance From Sea

(2017) Hicham Ezzine et al.   IEEE Geoscience and Remote Sensing Letters

Stochastic extreme downscaling model for an assessment of changes in rainfall intensity-duration-frequency curves over South Korea using multiple regional climate models

(2017) Byung-Jin So et al.   JOURNAL OF HYDROLOGY

Coupling a Markov Chain and Support Vector Machine for At-Site Downscaling of Daily Precipitation

(2017) Yu-Kun Hou et al.   JOURNAL OF HYDROMETEOROLOGY

Global evaluation of new GRACE mascon products for hydrologic applications

(2016) Bridget R. Scanlon et al.   WATER RESOURCES RESEARCH

Hydrological drivers of record-setting water level rise on Earth's largest lake system

(2016) A. D. Gronewold et al.   WATER RESOURCES RESEARCH

High-resolution CSR GRACE RL05 mascons

(2016) Himanshu Save et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Statistical downscaling of precipitation and temperature using sparse Bayesian learning, multiple linear regression and genetic programming frameworks

(2015) Deepti Joshi et al.   Canadian Water Resources Journal

Statistical downscaling rainfall using artificial neural network: significantly wetter Bangkok?

(2015) Minh Tue Vu et al.   THEORETICAL AND APPLIED CLIMATOLOGY

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

The use of GRACE data to monitor natural and anthropogenic induced variations in water availability across Africa

(2014) Mohamed Ahmed et al.   EARTH-SCIENCE REVIEWS

Groundwater depletion during drought threatens future water security of the Colorado River Basin

(2014) Stephanie L. Castle et al.   GEOPHYSICAL RESEARCH LETTERS

Evaluation of multi-model simulated soil moisture in NLDAS-2

(2014) Youlong Xia et al.   JOURNAL OF HYDROLOGY

Changes in terrestrial water storageversusrainfall and discharges in the Amazon basin

(2013) Frédéric Frappart et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Antarctica, Greenland and Gulf of Alaska land-ice evolution from an iterated GRACE global mascon solution

(2013) Scott B. Luthcke et al.   JOURNAL OF GLACIOLOGY

Predicting groundwater level changes using GRACE data

(2013) Alexander Y. Sun   WATER RESOURCES RESEARCH

Groundwater depletion in the Middle East from GRACE with implications for transboundary water management in the Tigris-Euphrates-Western Iran region

(2013) Katalyn A. Voss 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

Assimilation and downscaling of satellite observed soil moisture over the Little River Experimental Watershed in Georgia, USA

(2012) Alok Kumar Sahoo et al.   ADVANCES IN WATER RESOURCES

Downscaling in remote sensing

(2012) Peter M. Atkinson   International Journal of Applied Earth Observation and Geoinformation

Reducing errors in the GRACE gravity solutions using regularization

(2012) Himanshu Save et al.   JOURNAL OF GEODESY

Uncertainties in North American Land Data Assimilation Systems over the Contiguous United States

(2012) Kingtse C. Mo et al.   JOURNAL OF HYDROMETEOROLOGY

Ground referencing GRACE satellite estimates of groundwater storage changes in the California Central Valley, USA

(2012) B. R. Scanlon 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

Continental-scale water and energy flux analysis and validation for North American Land Data Assimilation System project phase 2 (NLDAS-2): 2. Validation of model-simulated streamflow

(2011) Youlong Xia et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Continental-scale water and energy flux analysis and validation for the North American Land Data Assimilation System project phase 2 (NLDAS-2): 1. Intercomparison and application of model products

(2011) Youlong Xia et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Satellite-based estimates of groundwater depletion in India

(2009) Matthew Rodell et al.   NATURE

Assimilation of GRACE Terrestrial Water Storage Data into a Land Surface Model: Results for the Mississippi River Basin

(2008) Benjamin F. Zaitchik et al.   JOURNAL OF HYDROMETEOROLOGY

Ecological thresholds and regime shifts: approaches to identification

(2008) Tom Andersen et al.   TRENDS IN ECOLOGY & EVOLUTION

Validating MODIS land surface temperature products using long-term nighttime ground measurements

(2007) Wenhui Wang et al.   REMOTE SENSING OF ENVIRONMENT