Abstract
The terrestrial water budget over a particular hydrological domain (e.g., a drainage basin) plays an important role in understanding the interactions among the energy and water cycles. In this work, we assess the closure of the water budget methods [i.e., terrestrial water budget (TWB) and the coupled atmospheric-terrestrial water budget (ATWB)] as well as the control of total water storage gain over Volta Basin of West Africa. To achieve this, we explore the available satellite and data products: GRACE-derived terrestrial water storage changes (TWSC), satellite altimetry, TRMM-measured rainfall, MODIS-estimated evaporation, atmospheric moisture storage and divergence (ERA-Interim reanalysis data), and in situ discharge. The closure of water budgets are assessed by comparison with GRACE-derived TWSC. The results indicate that the closure of water budgets over the Basin, considering the agreement with GRACE-derived TWSC, present an RMSE of 33.72 and 48.22 mm/month for TWB and ATWB, respectively. This implies that the net precipitation (precipitation minus evaporation) computed from ERA-Interim reanalysis data presents high uncertainties over the Basin. Further, the significant accumulated water gain of 162.84 mm for the period of January 2003–December 2012, is 48% controlled by Lake Volta.
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References
Ahmed M, Sultan M, Wahr J, Yan E (2014) The use of GRACE data to monitor natural and anthropogenic induced variations in water availability across Africa. Earth Sci Rev 136(0):289–300. doi:10.1016/j.earscirev.2014.05.009
Andam-Akorful SA, Ferreira VG, Awange JL, Forootan E, He XF (2014) Multi-model and multi-sensor estimations of evapotranspiration over the Volta basin, West Africa. Int J Climatol. doi:10.1002/joc.4198
Birkett C, Reynolds C, Beckley B, Doorn B (2011) From research to operations: the USDA global reservoir and lake monitor. In: Vignudelli S, Kostianoy AG, Cipollini P, Benveniste J (eds) Coastal altimetry. Springer, Berlin/Heidelberg, pp 19–50. doi:10.1007/978-3-642-12796-0_2
Cheng M, Tapley BD (2004) Variations in the earth’s oblateness during the past 28 years. J Geophys Res Solid Earth 109(B9):B09402. doi:10.1029/2004JB003028
Dee DP, Uppala SM, Simmons AJ, Berrisford P, Poli P, Kobayashi S, Andrae U, Balmaseda MA, Balsamo G, Bauer P, Bechtold P, Beljaars ACM, van de Berg L, Bidlot J, Bormann N, Delsol C, Dragani R, Fuentes M, Geer AJ, Haimberger L, Healy SB, Hersbach H, Hólm EV, Isaksen L, Kållberg P, Köhler M, Matricardi M, McNally AP, Monge-Sanz BM, Morcrette JJ, Park BK, Peubey C, de Rosnay P, Tavolato C, Thépaut JN, Vitart F (2011) The ERA-interim reanalysis: configuration and performance of the data assimilation system. Q J R Meteorol Soc 137(656):553–597. doi:10.1002/qj.828
Ferreira VG, Gong Z, Andam-Akorful SA (2012) Monitoring mass changes in the Volta river basin using GRACE satellite gravity and TRMM precipitation. Boletim de Ciencias Geodesicas 18(4):549–563. doi:10.1590/S1982-21702012000400003
Ferreira VG, Gong Z, He X, Zhang Y, Andam-Akorful SA (2013) Estimating total discharge in the Yangtze river basin using satellite-based observations. Remote Sens 5(7):3415–3430. doi:10.3390/rs5073415
Ferreira VG, Andam-Akorful SA, He X, Xiao R (2014) Estimating water storage changes and sink terms in Volta Basin from satellite missions. Water Sci Eng 7(1):5–16. doi:10.3882/j.issn.1674-2370.2014.01.002
Forootan E, Kusche J, Loth I, Schuh WD, Eicker A, Awange J, Longuevergne L, Diekkrüger B, Schmidt M, Shum C (2014) Multivariate prediction of total water storage changes over West Africa from multi-satellite data. Surv Geophys 35(4):913–940. doi:10.1007/s10712-014-9292-0
Hassan AA, Jin S (2014a) Lake level change and total water discharge in East Africa Rift Valley from satellite-based observations. Global Planet Chang 117(0):79–90. doi:10.1016/j.gloplacha.2014.03.005
Hassan AA, Jin S (2014b) Water cycle and climate signals in Africa observed by satellite gravimetry. IOP Conf Ser Earth Environ Sci 17(1):012149. doi:10.1088/1755-1315/17/1/012149
Huffman GJ, Bolvin DT, Nelkin EJ, Wolff DB, Adler RF, Gu G, Hong Y, Bowman KP, Stocker EF (2007) The TRMM multisatellite precipitation analysis (TMPA): quasi-global, multiyear, combined-sensor precipitation estimates at fine scales. J Hydrometeorol 8(1):38–55. doi:10.1175/JHM560.1
Jin S, Feng G (2013) Large-scale variations of global groundwater from satellite gravimetry and hydrological models, 2002–2012. Global Planet Change 106(0):20–30. doi:10.1016/j.gloplacha.2013.02.008
Jin S, Hassan A, Feng G (2012) Assessment of terrestrial water contributions to polar motion from GRACE and hydrological models. J Geodyn 62(0):40–48. doi:10.1016/j.jog.2012.01.009 [earth Rotation]
Jin S, Feng G, Andersen O (2014) Errors of mean dynamic topography and geostrophic current estimates in China’s marginal seas from GOCE and satellite altimetry. J Atmos Ocean Technol 31(11):2544–2555. doi:10.1175/JTECH-D-13-00243.1
Kusche J (2007) Approximate decorrelation and non-isotropic smoothing of time-variable GRACE-type gravity field models. J Geodesy 81(11):733–749. doi:10.1007/s00190-007-0143-3
Long D, Longuevergne L, Scanlon BR (2014) Uncertainty in evapotranspiration from land surface modeling, remote sensing, and GRACE satellites. Water Resour Res 50(2):1131–1151. doi:10.1002/2013WR014581
Lorenz C, Kunstmann H, Devaraju B, Tourian MJ, Sneeuw N, Riegger J (2014) Large-scale runoff from landmasses: a global assessment of the closure of the hydrological and atmospheric water balances. J Hydrometeorol 15(6):2111–2139. doi:10.1175/JHM-D-13-0157.1
Moore P, Williams SDP (2014) Integration of altimetric lake levels and GRACE gravimetry over Africa: inferences for terrestrial water storage change 2003–2011. Water Resour Res 50(12):9696–9720. doi:10.1002/2014WR015506
Mu Q, Zhao M, Running SW (2011) Improvements to a MODIS global terrestrial evapotranspiration algorithm. Remote Sens Environ 115(8):1781–1800. doi:10.1016/j.rse.2011.02.019
Ramillien G, Frappart F, Güntner A, Ngo-Duc T, Cazenave A, Laval K (2006) Time variations of the regional evapotranspiration rate from gravity recovery and climate experiment (GRACE) satellite gravimetry. Water Resour Res 42(10):W10403.doi:10.1029/2005WR004331
Ričko M, Birkett CM, Carton JA, Crétaux JF (2012) Intercomparison and validation of continental water level products derived from satellite radar altimetry. J Appl Remote Sens 6(1):061710–061710. doi:10.1117/1.JRS.6.061710
Rodell M, Famiglietti JS, Chen J, Seneviratne SI, Viterbo P, Holl S, Wilson CR (2004) Basin scale estimates of evapotranspiration using GRACE and other observations. Geophys Res Lett 31(20):L20504. doi:10.1029/2004GL020873
Sheffield J, Ferguson CR, Troy TJ, Wood EF, McCabe MF (2009) Closing the terrestrial water budget from satellite remote sensing. Geophys Res Lett 36(7):L07403. doi:10.1029/2009GL037338
Sneeuw N, Lorenz C, Devaraju B, Tourian M, Riegger J, Kunstmann H, Bárdossy A (2014) Estimating runoff using hydro-geodetic approaches. Surv Geophys 35(6):1333–1359. doi:10.1007/s10712-014-9300-4
Swenson S, Chambers D, Wahr J (2008) Estimating geocenter variations from a combination of GRACE and ocean model output. J Geophys Res Solid Earth 113(B8):B08410. doi:10.1029/2007JB005338
Syed TH, Famiglietti JS, Chen J, Rodell M, Seneviratne SI, Viterbo P, Wilson CR (2005) Total basin discharge for the Amazon and Mississippi river basins from GRACE and a land-atmosphere water balance. Geophys Res Lett 32(24):L24404. doi:10.1029/2005GL024851
Thiemig V, Rojas R, Zambrano-Bigiarini M, Levizzani V, De Roo A (2012) Validation of satellite-based precipitation products over sparsely gauged African river basins. J Hydrometeorol 13(6):1760–1783. doi:10.1175/JHM-D-12-032.1
Wahr J, Molenaar M, Bryan F (1998) Time variability of the Earth’s gravity field: hydrological and oceanic effects and their possible detection using GRACE. J Geophys Res 103(B12):30205–30229. doi:10.1029/98JB02844
Werth S, Güntner A, Schmidt R, Kusche J (2009) Evaluation of GRACE filter tools from a hydrological perspective. Geophys J Int 179(3):1499–1515. doi:10.1111/j.1365-246X.2009.04355.x
Yirdaw S, Snelgrove K, Agboma C (2008) GRACE satellite observations of terrestrial moisture changes for drought characterization in the Canadian Prairie. J Hydrol 356(1–2):84–92. doi:10.1016/j.jhydrol.2008.04.004
Zeng Z, Wang T, Zhou F, Ciais P, Mao J, Shi X, Piao S (2014) A worldwide analysis of spatiotemporal changes in water balance-based evapotranspiration from 1982 to 2009. J Geophys Res Atmos 119(3):1186–1202. doi:10.1002/2013JD020941
Acknowledgements
V.G. Ferreira acknowledges the financial support provided by National Natural Science Foundation of China (Grant No. 41204016). Prof. Dr.-Ing. Jürgen Kusche is appreciated for providing the DDK filter coefficients. We would like to thank the Editor-in-Chief and the three anonymous reviewers for their comments, which improved this manuscript. We are grateful for the data used in this study as described in Section 2.
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Ferreira, V.G., Asiah, Z. (2015). An Investigation on the Closure of the Water Budget Methods Over Volta Basin Using Multi-Satellite Data. In: Jin, S., Barzaghi, R. (eds) IGFS 2014. International Association of Geodesy Symposia, vol 144. Springer, Cham. https://doi.org/10.1007/1345_2015_137
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DOI: https://doi.org/10.1007/1345_2015_137
Publisher Name: Springer, Cham
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