Understanding changes in terrestrial water storage over West Africa between 2002 and 2014

被引:65
|
作者
Ndehedehe, Christopher [1 ,2 ,4 ]
Awange, Joseph [1 ,2 ,3 ,6 ]
Agutu, Nathan [1 ,2 ,5 ]
Kuhn, Michael [1 ,2 ]
Heck, Bernhard [3 ]
机构
[1] Curtin Univ, Western Australian Ctr Geodesy, Perth, WA 6845, Australia
[2] Curtin Univ, Inst Geosci Res, Perth, WA 6845, Australia
[3] Karlsruhe Inst Technol, Geodet Inst, D-76131 Karlsruhe, Germany
[4] Univ Uyo, Dept Geoinformat & Surveying, PMB 1017, Uyo, Nigeria
[5] Dept Geomat Engn & Geospatial Informat Syst JKUAT, Nairobi, Kenya
[6] Kyoto Univ, Dept Geophys, Kyoto 6068502, Japan
关键词
GRACE; PCA; TRMM; GLDAS; Satellite altimetty; Multiple linear regression analysis; MASS VARIATIONS; CLIMATE-CHANGE; IN-SITU; GRACE; RAINFALL; SATELLITE; VARIABILITY; BASIN; TRMM; DROUGHT;
D O I
10.1016/j.advwatres.2015.12.009
中图分类号
TV21 [水资源调查与水利规划];
学科分类号
081501 ;
摘要
With the vast water resources of West Africa coming under threat due to the impacts of climate variability and human influence, the need to understand its terrestrial water storage (TWS) changes becomes very important. Due to the lack of consistent in-situ hydrological data to assist in the monitoring of changes in TWS, this study takes advantage of the Gravity Recovery and Climate Experiment (GRACE) monthly gravity fields to provide estimates of vertically integrated changes in TWS over the period 2002-2014, in addition to satellite altimetry data for the period 1993-2014. In order to understand TWS variability over West Africa, Principal Component Analysis (PCA), a second order statistical technique, and Multiple Linear Regression Analysis (MLRA) are employed. Results show that dominant patterns of GRACE-derived TWS changes are observed mostly in the West Sahel, Guinea Coast, and Middle Belt regions of West Africa. This is probably caused by high precipitation rates at seasonal and inter-annual time scales induced by ocean circulations, altitude and physiographic features. While the linear trend for the spatially averaged GRACE-derived TWS changes over West Africa for the study period shows an increase of 6.85 +/- 1.67 mm/yr, the PCA result indicates a significant increase of 20.2 7 +/-, 5.78 mm/yr in Guinea, a region with large inter-annual variability in seasonal rainfall, heavy river discharge, and huge ground-water potentials. The increase in GRACE-derived TWS during this period in Guinea, though inconsistent with the lack of a significant positive linear trend in TRMM based precipitation, is attributed to a large water surplus from prolonged wet seasons and lower evapotranspiration rates, leading to an increase in storage and inundated areas over the Guinea region. This increase in storage, which is also the aftermath of cumulative increase in the volume of water not involved in surface runoff, forms the huge freshwater availability in this region. However, the relatively low maximum water levels of Kainji reservoir in recent times (i.e., 2004/2005, 2007/2008, and 2011/2012) as observed in the satellite altimetry-derived water levels might predispose the Kainji dam to changes that probably may have a negative impact on the socio-economic potentials of the region. GRACE-derived TWS is not well correlated with TRMM-based precipitation in some countries of West Africa and apparently indicates a lag of two months over much of the region. On the other hand, the regression fit between GLDAS-derived TWS and GRACE-derived TWS shows R-2 of 0.85, indicating that trends and variability have been well modeled. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:211 / 230
页数:20
相关论文
共 50 条
  • [1] Understanding linkages between global climate indices and terrestrial water storage changes over Africa using GRACE products
    Anyah, R. O.
    Forootan, E.
    Awange, J. L.
    Khaki, M.
    [J]. SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 635 : 1405 - 1416
  • [2] A Multi-Sourced Data Retrodiction of Remotely Sensed Terrestrial Water Storage Changes for West Africa
    Ferreira, Vagner G.
    Andam-Akorful, Samuel A.
    Dannouf, Ramia
    Adu-Afari, Emmanuel
    [J]. WATER, 2019, 11 (02):
  • [3] Climate teleconnections influence on West Africa's terrestrial water storage
    Ndehedehe, Christopher E.
    Awange, Joseph L.
    Kuhn, Michael
    Agutu, Nathan O.
    Fukuda, Yoichi
    [J]. HYDROLOGICAL PROCESSES, 2017, 31 (18) : 3206 - 3224
  • [4] Structure and agency: understanding water policy changes in West Africa
    Cherlet, Jan
    Venot, Jean-Philippe
    [J]. WATER POLICY, 2013, 15 (03) : 479 - 495
  • [5] Terrestrial water storage and climate variability study of the Volta River Basin, West Africa
    Julia Atayi
    Geophrey K. Anornu
    Alfred Awotwi
    Samuel A. Andam-Akorful
    Amos T. Kabo-bah
    Yaw A. Twumasi
    Emmanuel Adu-Afari
    Maxwell Anim-Gyampo
    [J]. Theoretical and Applied Climatology, 2024, 155 : 309 - 325
  • [6] Terrestrial water storage and climate variability study of the Volta River Basin, West Africa
    Atayi, Julia
    Anornu, Geophrey K.
    Awotwi, Alfred
    Andam-Akorful, Samuel A.
    Kabo-bah, Amos T.
    Twumasi, Yaw A.
    Adu-Afari, Emmanuel
    Anim-Gyampo, Maxwell
    [J]. THEORETICAL AND APPLIED CLIMATOLOGY, 2024, 155 (01) : 309 - 325
  • [7] Terrestrial Water Storage Climatology for Canada from GRACE Satellite Observations in 2002-2014
    Wang, Shusen
    Li, Junhua
    [J]. CANADIAN JOURNAL OF REMOTE SENSING, 2016, 42 (03) : 190 - 202
  • [8] Analysis of terrestrial water storage and its component changes in china from 2002 to 2021
    Chu, Jiangdong
    Su, Xiaoling
    Wu, Haijiang
    Liu, Yuhan
    Feng, Kai
    [J]. Water Resources Protection, 2023, 39 (03) : 170 - 178
  • [9] Understanding the spatial differences in terrestrial water storage variations in the Tibetan Plateau from 2002 to 2016
    Deng, Haijun
    Pepin, N. C.
    Liu, Qun
    Chen, Yaning
    [J]. CLIMATIC CHANGE, 2018, 151 (3-4) : 379 - 393
  • [10] Understanding the spatial differences in terrestrial water storage variations in the Tibetan Plateau from 2002 to 2016
    Haijun Deng
    N. C. Pepin
    Qun Liu
    Yaning Chen
    [J]. Climatic Change, 2018, 151 : 379 - 393