Short-term trends in Africa's freshwater resources: Rates and drivers.

The freshwater resources in Africa are vulnerable to natural variabilities as well as anthropogenic interventions. In this study, temporal (April 2002-June 2017) Gravity Recovery and Climate Experiment (GRACE) data are integrated, in a geographic information system environment, with rainfall, temperature, evapotranspiration, and altimetry remote sensing datasets to monitor the short-term trends in terrestrial water storage (TWS) over the African hydrogeologic systems and to explore their origins. Results show that short-term trends over the African continent are largely driven by natural variability such as changes in rainfall, evapotranspiration, and associated variations in lake levels. Exceptions to this observation include central Africa, where deforestation is found to additionally drive changes in TWS, as well as northern Africa, where TWS changes are dominated by anthropogenic groundwater extraction from fossil aquifers. Findings highlight the need for integrative responses at local, national, regional, and international levels by the African nations to overcome current and future challenges related to freshwater availability in Africa.

[1]  P. Döll,et al.  Groundwater use for irrigation - a global inventory , 2010 .

[2]  M. Kanamitsu,et al.  The Comparison of Two Merged Rain Gauge–Satellite Precipitation Datasets , 2000 .

[3]  M. Watkins,et al.  GRACE Measurements of Mass Variability in the Earth System , 2004, Science.

[4]  Xiufeng He,et al.  Multi‐model and multi‐sensor estimations of evapotranspiration over the Volta Basin, West Africa , 2015 .

[5]  Claudia Ringler,et al.  Calibration and evaluation of a semi-distributed watershed model of Sub-Saharan Africa using GRACE data , 2012 .

[6]  Mohamed Sultan,et al.  The use of GRACE data to monitor natural and anthropogenic induced variations in water availability across Africa , 2014 .

[7]  Ruth M. Doherty,et al.  African climate change: 1900-2100 , 2001 .

[8]  J. Janowiak,et al.  The Global Precipitation Climatology Project (GPCP) combined precipitation dataset , 1997 .

[9]  F. Landerer,et al.  Accuracy of scaled GRACE terrestrial water storage estimates , 2012 .

[10]  Yang Hong,et al.  Assessment of Physical Water Scarcity in Africa Using GRACE and TRMM Satellite Data , 2019, Remote. Sens..

[11]  Shuanggen Jin,et al.  Lake level change and total water discharge in East Africa Rift Valley from satellite-based observations , 2014, GPC 2014.

[12]  F. Bryan,et al.  Time variability of the Earth's gravity field: Hydrological and oceanic effects and their possible detection using GRACE , 1998 .

[13]  James S. Famiglietti,et al.  GRACE-Based Estimates of Terrestrial Freshwater Discharge from Basin to Continental Scales , 2007 .

[14]  Mohamed Sultan,et al.  Forecasting GRACE Data over the African Watersheds Using Artificial Neural Networks , 2019, Remote. Sens..

[15]  Mika Sulkava,et al.  Modeling the effects of varying data quality on trend detection in environmental monitoring , 2007, Ecol. Informatics.

[16]  M. Watkins,et al.  Quantifying and reducing leakage errors in the JPL RL05M GRACE mascon solution , 2016 .

[17]  Mohamed Ahmed,et al.  Sustainable and resilient management scenarios for groundwater resources of the Red Sea coastal aquifers. , 2019, The Science of the total environment.

[18]  Mohamed Ahmed,et al.  Spatiotemporal trends in freshwater availability in the Red Sea Hills, Saudi Arabia , 2018, Arabian Journal of Geosciences.

[19]  James L. Davis,et al.  Land water storage within the Congo Basin inferred from GRACE satellite gravity data , 2006 .

[20]  M. Bierkens,et al.  Nonsustainable groundwater sustaining irrigation: A global assessment , 2012 .

[21]  Niko E. C. Verhoest,et al.  Contribution of water-limited ecoregions to their own supply of rainfall , 2016 .

[22]  B. Tapley,et al.  Long‐term Caspian Sea level change , 2017 .

[23]  John Wahr,et al.  Monitoring the water balance of Lake Victoria, East Africa, from space. , 2009 .

[24]  Joseph L. Awange,et al.  Understanding changes in terrestrial water storage over West Africa between 2002 and 2014 , 2016 .

[25]  Matthew F. McCabe,et al.  Evaluating the hydrological consistency of evaporation products using satellite-based gravity and rainfall data , 2017 .

[26]  Mohamed Sultan,et al.  Paleoclimate record in the Nubian Sandstone Aquifer, Sinai Peninsula, Egypt , 2014, Quaternary Research.

[27]  Matthew Rodell,et al.  Groundwater depletion during drought threatens future water security of the Colorado River Basin , 2014, Geophysical research letters.

[28]  E. Forootan,et al.  Understanding linkages between global climate indices and terrestrial water storage changes over Africa using GRACE products. , 2018, The Science of the total environment.

[29]  Kurt Hornik,et al.  Testing and dating of structural changes in practice , 2003, Comput. Stat. Data Anal..

[30]  Mohamed Sultan,et al.  Aquifer recharge, depletion, and connectivity: Inferences from GRACE, land surface models, and geochemical and geophysical data , 2017 .

[31]  J. Crétaux,et al.  Hydrology and Earth System Sciences Evaluation of the Isba-trip Continental Hydrologic System over the Niger Basin Using in Situ and Satellite Derived Datasets v. Pedinotti Et Al.: Isba-trip Continental Hydrologic System over the Niger Basin , 2022 .

[32]  P. Perron,et al.  Computation and Analysis of Multiple Structural-Change Models , 1998 .

[33]  S. Mubako Africa Water Atlas , 2010 .

[34]  Jan Verbesselt,et al.  Trend Change Detection in NDVI Time Series: Effects of Inter-Annual Variability and Methodology , 2013, Remote. Sens..

[35]  A. Milewski,et al.  The groundwater risk index: Development and application in the Middle East and North Africa region. , 2018, The Science of the total environment.

[36]  Minkang Cheng,et al.  Variations of the Earth's figure axis from satellite laser ranging and GRACE , 2011 .

[37]  Shuanggen Jin,et al.  Water storage changes and balances in Africa observed by GRACE and hydrologic models , 2016 .

[38]  J. Thepaut,et al.  The ERA‐Interim reanalysis: configuration and performance of the data assimilation system , 2011 .

[39]  Karem Abdelmohsen,et al.  Quantifying Modern Recharge and Depletion Rates of the Nubian Aquifer in Egypt , 2018, Surveys in Geophysics.

[40]  J. Boy,et al.  Retrieval of Large-Scale Hydrological Signals in Africa from GRACE Time-Variable Gravity Fields , 2012, Pure and Applied Geophysics.

[41]  M. Watkins,et al.  Improved methods for observing Earth's time variable mass distribution with GRACE using spherical cap mascons , 2015 .

[42]  Mohamed Sultan,et al.  Response of deep aquifers to climate variability. , 2019, The Science of the total environment.

[43]  Jean-François Crétaux,et al.  Recent hydrological behavior of the East African great lakes region inferred from GRACE, satellite altimetry and rainfall observations , 2010 .

[44]  J. Awange,et al.  Analysis of hydrological variability over the Volta river basin using in-situ data and satellite observations , 2017 .

[45]  Xungang Yin,et al.  Comparison of the GPCP and CMAP Merged Gauge-Satellite Monthly Precipitation Products for the Period 1979-2001 , 2004 .

[46]  Khandu,et al.  Exploring hydro-meteorological drought patterns over the Greater Horn of Africa (1979–2014) using remote sensing and reanalysis products , 2016 .

[47]  D. Chambers,et al.  Estimating Geocenter Variations from a Combination of GRACE and Ocean Model Output , 2008 .

[48]  Alexander Y. Sun,et al.  Using GRACE Satellite Gravimetry for Assessing Large-Scale Hydrologic Extremes , 2017, Remote. Sens..

[49]  Mohamed Sultan,et al.  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 .

[50]  J. Wahr,et al.  Monitoring Aquifer Depletion from Space , 2014 .

[51]  J. Awange,et al.  Changes in hydro-meteorological conditions over tropical West Africa (1980-2015) and links to global climate , 2018 .

[52]  Evaluating terrestrial water storage variations from regionally constrained GRACE mascon data and hydrological models over Southern Africa – preliminary results , 2010 .

[53]  C. Tøttrup,et al.  Informing a hydrological model of the Ogooué with multi-mission remote sensing data , 2017 .

[54]  Frédéric Frappart,et al.  Application of the Regional Water Mass Variations from GRACE Satellite Gravimetry to Large-Scale Water Management in Africa , 2014, Remote. Sens..

[55]  Brian F. Thomas,et al.  Monitoring groundwater storage changes in complex basement aquifers: An evaluation of the GRACE satellites over East Africa , 2016 .

[56]  Kelly K. Caylor,et al.  Terrestrial hydrological controls on land surface phenology of African savannas and woodlands , 2014 .

[57]  Ali S. Akanda,et al.  Assessment of modern recharge to arid region aquifers using an integrated geophysical, geochemical, and remote sensing approach , 2019, Journal of Hydrology.

[58]  F. Landerer,et al.  Emerging trends in global freshwater availability , 2018, Nature.

[59]  Srinivas Bettadpur,et al.  High‐resolution CSR GRACE RL05 mascons , 2016 .

[60]  S. Swenson,et al.  Post‐processing removal of correlated errors in GRACE data , 2006 .

[61]  A. Cazenave,et al.  SOLS: A lake database to monitor in the Near Real Time water level and storage variations from remote sensing data , 2011 .

[62]  P. Moore,et al.  Integration of altimetric lake levels and GRACE gravimetry over Africa: Inferences for terrestrial water storage change 2003–2011 , 2014 .

[63]  Ann van Griensven,et al.  Response to reviewer 2 comments for 'Can we trust remote sensing ET products over Africa?' , 2019 .

[64]  Frank Flechtner,et al.  Contributions of GRACE to understanding climate change , 2019, Nature Climate Change.

[65]  Mohamed Sultan,et al.  Assessing and Improving Land Surface Model Outputs Over Africa Using GRACE, Field, and Remote Sensing Data , 2016, Surveys in Geophysics.

[66]  Gabriel B. Senay,et al.  Enhancing the Simplified Surface Energy Balance (SSEB) approach for estimating landscape ET: Validation with the METRIC model , 2011 .

[67]  Himanshu Save,et al.  Quantifying temporal variations in water resources of a vulnerable middle eastern transboundary aquifer system , 2017 .

[68]  Jianli Chen,et al.  Long-Term Water Storage Changes of Lake Volta from GRACE and Satellite Altimetry and Connections with Regional Climate , 2017, Remote. Sens..

[69]  U. Schneider,et al.  The Global Precipitation Climatology Project (GPCP) Monthly Analysis (New Version 2.3) and a Review of 2017 Global Precipitation. , 2018, Atmosphere.

[70]  Catherine Prigent,et al.  Satellite-based estimates of surface water dynamics in the Congo River Basin , 2018, Int. J. Appl. Earth Obs. Geoinformation.

[71]  Mohamed Sultan,et al.  Assessment of the Vulnerabilities of the Nubian Sandstone Fossil Aquifer, North Africa , 2013 .

[72]  E. Heggy,et al.  Forecasting water budget deficits and groundwater depletion in the main fossil aquifer systems in North Africa and the Arabian Peninsula , 2018, Global Environmental Change.

[73]  J. Wahr,et al.  Computations of the viscoelastic response of a 3-D compressible Earth to surface loading: an application to Glacial Isostatic Adjustment in Antarctica and Canada , 2012 .

[74]  V. Ferreira,et al.  Land Water-Storage Variability over West Africa: Inferences from Space-Borne Sensors , 2018 .

[75]  Ray Leuning,et al.  Scaling of potential evapotranspiration with MODIS data reproduces flux observations and catchment water balance observations across Australia , 2009 .

[76]  P. Xie,et al.  Global Precipitation: A 17-Year Monthly Analysis Based on Gauge Observations, Satellite Estimates, and Numerical Model Outputs , 1997 .

[77]  J. Kusche,et al.  Multivariate Prediction of Total Water Storage Changes Over West Africa from Multi-Satellite Data , 2014, Surveys in Geophysics.

[78]  Chung-Yen Kuo,et al.  Terrestrial Water Storage in African Hydrological Regimes Derived from GRACE Mission Data: Intercomparison of Spherical Harmonics, Mass Concentration, and Scalar Slepian Methods , 2017, Sensors.

[79]  Bruno Hamelin,et al.  Quantifying the modern recharge of the “fossil” Sahara aquifers , 2013 .

[80]  R. Becker,et al.  One million year old groundwater in the Sahara revealed by krypton‐81 and chlorine‐36 , 2004, physics/0402092.

[81]  Ayman A. Hassan,et al.  Water Cycle and Climate Signals in Africa Observed by Satellite Gravimetry , 2014 .

[82]  Martha C. Anderson,et al.  Towards an integrated soil moisture drought monitor for East Africa , 2012 .

[83]  P. Döll,et al.  Global‐scale assessment of groundwater depletion and related groundwater abstractions: Combining hydrological modeling with information from well observations and GRACE satellites , 2014 .

[84]  E. Forootan,et al.  Changes in temperature and precipitation extremes over the Greater Horn of Africa region from 1961 to 2010 , 2014 .