Forecasting GRACE Data over the African Watersheds Using Artificial Neural Networks

A Multi-Sourced Data Retrodiction of Remotely Sensed Terrestrial Water Storage Changes for West Africa

(2019) Vagner Ferreira et al.   Water

Short-latency monitoring of continental, ocean- and atmospheric mass variations using GRACE intersatellite accelerations

(2019) Christian Gruber et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Contributions of GRACE to understanding climate change

(2019) Byron D. Tapley et al.   Nature Climate Change

A Nonlinear Autoregressive Exogenous (NARX) Neural Network Model for the Prediction of the Daily Direct Solar Radiation

(2018) Zina Boussaada et al.   Energies

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

(2018) Mohamed Ahmed et al.   SURVEYS IN GEOPHYSICS

What Is the Spatial Resolution of grace Satellite Products for Hydrology?

(2018) Bramha Vishwakarma et al.   Remote Sensing

Hydrological Response and Complex Impact Pathways of the 2015/2016 El Niño in Eastern and Southern Africa

(2018) C. Siderius et al.   Earths Future

Comment on “An Assessment of the ICE-6G_C (VM5a) Glacial Isostatic Adjustment Model” by Purcell et al.

(2018) W. Richard Peltier et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

Emerging trends in global freshwater availability

(2018) M. Rodell et al.   NATURE

Assessment of modern recharge to arid region aquifers using an integrated geophysical, geochemical, and remote sensing approach

(2018) Othman Abdurrahman Fallatah et al.   JOURNAL OF HYDROLOGY

A global reconstruction of climate-driven subdecadal water storage variability

(2017) V. Humphrey et al.   GEOPHYSICAL RESEARCH LETTERS

Quantifying temporal variations in water resources of a vulnerable middle eastern transboundary aquifer system

(2017) Othman Abdurrahman Fallatah et al.   HYDROLOGICAL PROCESSES

An Application of Non-Linear Autoregressive Neural Networks to Predict Energy Consumption in Public Buildings

(2016) Luis Ruiz et al.   Energies

Wind Speed Prediction Using a Univariate ARIMA Model and a Multivariate NARX Model

(2016) Erasmo Cadenas et al.   Energies

Aquifer recharge, depletion, and connectivity: Inferences from GRACE, land surface models, and geochemical and geophysical data

(2016) Ahmed Mohamed et al.   GEOLOGICAL SOCIETY OF AMERICA BULLETIN

Using GRACE and climate model simulations to predict mass loss of Alaskan glaciers through 2100

(2016) JOHN WAHR et al.   JOURNAL OF GLACIOLOGY

Assessing and Improving Land Surface Model Outputs Over Africa Using GRACE, Field, and Remote Sensing Data

(2016) Mohamed Ahmed et al.   SURVEYS IN GEOPHYSICS

Large-Scale Total Water Storage and Water Flux Changes over the Arid and Semiarid Parts of the Middle East from GRACE and Reanalysis Products

(2016) E. Forootan et al.   SURVEYS IN GEOPHYSICS

Terrestrial Water Storage Anomalies Associated with Drought in Southwestern USA from GPS Observations

(2016) Shuanggen Jin et al.   SURVEYS IN GEOPHYSICS

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 Gap-Free MERIS LAI Time Series (2002–2012)

(2016) Markus Tum et al.   Remote Sensing

High-resolution CSR GRACE RL05 mascons

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

Characterizing rainfall of hot arid region by using time-series modeling and sustainability approaches: a case study from Gujarat, India

(2015) Deepesh Machiwal et al.   THEORETICAL AND APPLIED CLIMATOLOGY

Basin-scale runoff prediction: An Ensemble Kalman Filter framework based on global hydrometeorological data sets

(2015) Christof Lorenz et al.   WATER RESOURCES RESEARCH

A GRACE-based assessment of interannual groundwater dynamics in the Community Land Model

(2015) S. C. Swenson 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

Multi-site evaluation of terrestrial evaporation models using FLUXNET data

(2014) A. Ershadi et al.   AGRICULTURAL AND FOREST METEOROLOGY

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

A GRACE-based water storage deficit approach for hydrological drought characterization

(2014) Alys C. Thomas et al.   GEOPHYSICAL RESEARCH LETTERS

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

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

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

Can GPS-Derived Surface Loading Bridge a GRACE Mission Gap?

(2014) Roelof Rietbroek et al.   SURVEYS IN GEOPHYSICS

Calibration/Data Assimilation Approach for Integrating GRACE Data into the WaterGAP Global Hydrology Model (WGHM) Using an Ensemble Kalman Filter: First Results

(2014) Annette Eicker et al.   SURVEYS IN GEOPHYSICS

Multivariate Prediction of Total Water Storage Changes Over West Africa from Multi-Satellite Data

(2014) Ehsan Forootan et al.   SURVEYS IN GEOPHYSICS

Seasonal Water Storage Variations as Impacted by Water Abstractions: Comparing the Output of a Global Hydrological Model with GRACE and GPS Observations

(2014) Petra Döll et al.   SURVEYS IN GEOPHYSICS

Global-scale assessment of groundwater depletion and related groundwater abstractions: Combining hydrological modeling with information from well observations and GRACE satellites

(2014) Petra Döll et al.   WATER RESOURCES RESEARCH

Estimating the human contribution to groundwater depletion in the Middle East, from GRACE data, land surface models, and well observations

(2014) Gholamreza Joodaki et al.   WATER RESOURCES RESEARCH

The global groundwater crisis

(2014) J. S. Famiglietti   Nature Climate Change

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

Water in the Balance

(2013) J. S. Famiglietti et al.   SCIENCE

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

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

Uncertainties in daily rainfall over Africa: assessment of gridded observation products and evaluation of a regional climate model simulation

(2012) M. B. Sylla et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Recent contributions of glaciers and ice caps to sea level rise

(2012) Thomas Jacob et al.   NATURE

Infilling of missing rainfall and streamflow data in the Shire River basin, Malawi – A self organizing map approach

(2012) F.D. Mwale et al.   PHYSICS AND CHEMISTRY OF THE EARTH

Braking torque control using recurrent neural networks

(2012) Velimir Ćirović et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING

Evaluation of Earth Observation based global long term vegetation trends — Comparing GIMMS and MODIS global NDVI time series

(2012) Rasmus Fensholt et al.   REMOTE SENSING OF ENVIRONMENT

Climatic Variability Over Time Scales Spanning Nine Orders of Magnitude: Connecting Milankovitch Cycles with Hurst–Kolmogorov Dynamics

(2012) Yannis Markonis et al.   SURVEYS IN GEOPHYSICS

Comparison of missing value imputation methods in time series: the case of Turkish meteorological data

(2012) Ceylan Yozgatligil et al.   THEORETICAL AND APPLIED CLIMATOLOGY

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

Hybrid control of a pneumatic artificial muscle (PAM) robot arm using an inverse NARX fuzzy model

(2011) Ho Pham Huy Anh et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

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

Comparing satellite derived precipitation datasets using the Hillslope River Routing (HRR) model in the Congo River Basin

(2011) R. E. Beighley et al.   HYDROLOGICAL PROCESSES

Variations of the Earth's figure axis from satellite laser ranging and GRACE

(2011) Minkang Cheng et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Global patterns of land-atmosphere fluxes of carbon dioxide, latent heat, and sensible heat derived from eddy covariance, satellite, and meteorological observations

(2011) Martin Jung et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Improving canopy processes in the Community Land Model version 4 (CLM4) using global flux fields empirically inferred from FLUXNET data

(2011) Gordon B. Bonan et al.   JOURNAL OF GEOPHYSICAL RESEARCH

The ERA-Interim reanalysis: configuration and performance of the data assimilation system

(2011) D. P. Dee et al.   QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY

Urban water demand modeling: Review of concepts, methods, and organizing principles

(2011) Lily A. House-Peters et al.   WATER RESOURCES RESEARCH

Methods used for the development of neural networks for the prediction of water resource variables in river systems: Current status and future directions

(2010) Holger R. Maier et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Terrestrial Gross Carbon Dioxide Uptake: Global Distribution and Covariation with Climate

(2010) C. Beer et al.   SCIENCE

Forecasting peak air pollution levels using NARX models

(2009) Enrico Pisoni et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Optimal control algorithm and neural network for dynamic groundwater management

(2009) Hone-Jay Chu et al.   HYDROLOGICAL PROCESSES

Improvements to the Community Land Model and their impact on the hydrological cycle

(2008) K. W. Oleson et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Estimating geocenter variations from a combination of GRACE and ocean model output

(2008) Sean Swenson et al.   JOURNAL OF GEOPHYSICAL RESEARCH

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

Long-term time series prediction with the NARX network: An empirical evaluation

(2008) José Maria P. Menezes et al.   NEUROCOMPUTING

Mid- to Late Holocene climate change: an overview

(2008) Heinz Wanner et al.   QUATERNARY SCIENCE REVIEWS

Forecasting time series with multiple seasonal patterns

(2007) Phillip G. Gould et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Global estimates of the land–atmosphere water flux based on monthly AVHRR and ISLSCP-II data, validated at 16 FLUXNET sites

(2007) Joshua B. Fisher et al.   REMOTE SENSING OF ENVIRONMENT