Top

Environmental Earth Sciences

Published in:

01-12-2023 | Original Article

Spatiotemporal analysis of groundwater resources sustainability in South Asia and China using GLDAS data sets

Authors: Zulfiqar Ali, Mohammed Magdy Hamed, Mohamed Salem Nashwan, Shamsuddin Shahid

Published in: Environmental Earth Sciences | Issue 24/2023

Activate our intelligent search to find suitable subject content or patents.

search-config

AI-assisted search

Off

Abstract

Increasing water consumption and climate change are putting countries globally at risk of running out of water supplies. The provision of groundwater helped reduce global food scarcity, but overexploitation resulted in the depletion of groundwater resources in many regions worldwide. This study applies the concepts of reliability, resiliency, and vulnerability to determine the spatial distribution of sustainability in groundwater resources over the intensive groundwater-irrigated regions of South Asia and China. The satellite-based Global Land Data Assimilation System (GLDAS) data of groundwater storage for 2003‒2020 was acquired and used for this reason. The findings showed a decrease in groundwater storage in Northern China, Western India, and Eastern Pakistan, with the highest declination rate in Western India by − 50 to − 200 mm per decade. Groundwater reliability, resiliency, and vulnerability decreased in some regions of the study area, with the highest decrease in west India by − 0.2 to − 0.3 per decade. This caused a decrease in groundwater sustainability in the area at a rate of − 0.1 to − 0.3 per decade. The reduction in groundwater sustainability in western India may be due to intensive groundwater abstraction in those regions. It is important to prevent excessive groundwater pumping in the study area for sustainable development. It also is imperative to adopt sustainable groundwater management strategies, such as reducing groundwater extraction during drought years and growing less water-consuming crops in less sustainable regions.

previous article Study on mechanical properties and constitutive model for polycrystalline ice samples

next article Contrasting optical properties of dissolved organic matter in rivers around an antimony mine, Hunan Province, China: implications for antimony mobility

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

inform now

Aadhar S, Mishra V (2020) On the projected decline in droughts over South Asia in CMIP6 multimodel ensemble. J Geophys Res Atmos 125:e2020JD033587. https://doi.org/10.1029/2020JD033587CrossRef

Ahmad SS, Simonovic SP (2013) Spatial and temporal analysis of urban flood risk assessment. Urban Water J 10:26–49. https://doi.org/10.1080/1573062X.2012.690437CrossRef

Ahmed K, Shahid S, Chung E-S, Ismail T, Wang X-J (2017) Spatial distribution of secular trends in annual and seasonal precipitation over Pakistan. Clim Res 74:95–107. https://doi.org/10.3354/cr01489CrossRef

Ahmed K, Shahid S, Ismail T, Nawaz N, Wang XJ (2018) Absolute homogeneity assessment of precipitation time series in an arid region of Pakistan. Atmosfera 31:301–316. https://doi.org/10.20937/ATM.2018.31.03.06CrossRef

Ahmed K, Shahid S, Demirel MC, Nawaz N, Khan N (2019) The changing characteristics of groundwater sustainability in Pakistan from 2002 to 2016. Hydrogeol J 27:2485–2496. https://doi.org/10.1007/s10040-019-02023-xCrossRef

Anand B, Karunanidhi D, Subramani T, Srinivasamoorthy K, Suresh M (2020) Long-term trend detection and spatiotemporal analysis of groundwater levels using GIS techniques in Lower Bhavani River basin, Tamil Nadu, India. Environ Dev Sustain 22:2779–2800. https://doi.org/10.1007/s10668-019-00318-3CrossRef

Bai M, Zhou S, Tang T (2022) A reconstruction of irrigated cropland extent in China from 2000 to 2019 using the synergy of statistics and satellite-based datasets. Land. https://doi.org/10.3390/land11101686CrossRef

Bazarzhapov TZ, Shiretorova VG, Radnaeva LD, Nikitina EP, Sodnomov BV, Tsydypov BZ, Batomunkuev VS, Taraskin VV, Dong S, Li Z, Wang P (2023) Trend analysis of precipitation, runoff and major ions for the Russian part of the Selenga River Basin. Water. https://doi.org/10.3390/w15010197CrossRef

Chatterjee RS, Fruneau B, Rudant JP, Roy PS, Frison P-L, Lakhera RC, Dadhwal VK, Saha R (2006) Subsidence of Kolkata (Calcutta) City, India during the 1990s as observed from space by differential synthetic aperture radar interferometry (D-InSAR) technique. Remote Sens Environ 102:176–185. https://doi.org/10.1016/j.rse.2006.02.006CrossRef

Dey NC, Saha R, Parvez M, Bala SK, Islam AKMS, Paul JK, Hossain M (2017) Sustainability of groundwater use for irrigation of dry-season crops in northwest Bangladesh. Groundw Sustain Dev 4:66–77. https://doi.org/10.1016/j.gsd.2017.02.001CrossRef

Dinda S (2016) Adaptation to climate change for sustainable development: a survey. In: Natural resources management: concepts, methodologies, tools, and applications. IGI Global, pp 334–364. https://doi.org/10.4018/978-1-5225-0803-8.ch018

Eckhardt K, Ulbrich U (2003) Potential impacts of climate change on groundwater recharge and streamflow in a central European low mountain range. J Hydrol 284:244–252. https://doi.org/10.1016/j.jhydrol.2003.08.005CrossRef

El Bilali A, Taghi Y, Briouel O, Taleb A, Brouziyne Y (2022) A framework based on high-resolution imagery datasets and MCS for forecasting evaporation loss from small reservoirs in groundwater-based agriculture. Agric Water Manag 262:107434. https://doi.org/10.1016/j.agwat.2021.107434CrossRef

Elzopy KA, Chaturvedi AK, Chandran KM, Gopinath G, Surendran U (2021) Trend analysis of long-term rainfall and temperature data for Ethiopia. S Afr Geogr J 103:381–394CrossRef

Epting J, Michel A, Affolter A, Huggenberger P (2021) Climate change effects on groundwater recharge and temperatures in Swiss alluvial aquifers. J Hydrol X 11:100071. https://doi.org/10.1016/j.hydroa.2020.100071CrossRef

Ethteram M, Mousavi SF, Karami H, Farzin S, Deo R, Othman FB, Chau K, Sarkamaryan S, Singh VP, El-Shafie A (2018) Bat algorithm for dam–reservoir operation. Environ Earth Sci 77:1–15. https://doi.org/10.1007/s12665-018-7662-5CrossRef

Fahim AKF, Kamal ASMM, Shahid S (2023) Spatiotemporal change in groundwater sustainability of Bangladesh and its major causes. Stoch Environ Res Risk Assess 37:665–680. https://doi.org/10.1007/s00477-022-02294-zCrossRef

Feng W, Shum CK, Zhong M, Pan Y (2018) Groundwater storage changes in China from satellite gravity: an overview. Remote Sens. https://doi.org/10.3390/rs10050674CrossRef

Ghosh S, Das D, Kao SC, Ganguly AR (2012) Lack of uniform trends but increasing spatial variability in observed Indian rainfall extremes. Nat Clim Chang 2:86–91. https://doi.org/10.1038/nclimate1327CrossRef

Giordano M (2009) Global groundwater? Issues and solutions. Annu Rev Environ Resour 34:153–178. https://doi.org/10.1146/annurev.environ.030308.100251CrossRef

Hamed KH (2009) Enhancing the effectiveness of prewhitening in trend analysis of hydrologic data. J Hydrol 368(1):143–155. https://doi.org/10.1016/j.jhydrol.2009.01.040CrossRef

Hamed MM, Nashwan MS, Shahid S (2022a) A novel selection method of CMIP6 GCMs for robust climate projection. Int J Climatol 42:4258–4272. https://doi.org/10.1002/joc.7461CrossRef

Hamed MM, Nashwan MS, Shahid S (2022b) Inter-comparison of historical simulation and future projection of rainfall and temperature by CMIP5 and CMIP6 GCMs Over Egypt. Int J Climatol 42:4316–4332. https://doi.org/10.1002/joc.7468CrossRef

Hamed MM, Ali Z, Nashwan MS, Shahid S (2023) Exposed population to hot and cold extremes in MENA for Paris climate agreement temperature goals

Han Y, Pan Q, Cao Y, Zhang J, Yuan J, Li B, Li S, Ma R, Luo X, Sha L, Yang X (2022) Estimation of grain crop yields after returning the illegal nurseries and orchards to cultivated land in the Yangtze River Delta Region. Land. https://doi.org/10.3390/land11111993CrossRef

Hanasaki N, Kanae S, Oki T, Masuda K, Motoya K, Shirakawa N, Shen Y, Tanaka K (2008) An integrated model for the assessment of global water resources—part 2: applications and assessments. Hydrol Earth Syst Sci 12:1027–1037. https://doi.org/10.5194/hess-12-1027-2008CrossRef

Hao A, Zhang Y, Zhang E, Li Z, Yu J, Wang H, Yang J, Wang Y (2018) Review: groundwater resources and related environmental issues in China. Hydrogeol J 26:1325–1337. https://doi.org/10.1007/s10040-018-1787-1CrossRef

Hashimoto T, Stedinger JR, Loucks DP (1982) Reliability, resiliency, and vulnerability criteria for water resource system performance evaluation. Water Resour Res 18:14–20. https://doi.org/10.1029/WR018i001p00014CrossRef

Hazbavi Z, Baartman JEM, Nunes JP, Keesstra SD, Sadeghi SH (2018) Changeability of reliability, resilience and vulnerability indicators with respect to drought patterns. Ecol Indic 87:196–208. https://doi.org/10.1016/j.ecolind.2017.12.054CrossRef

Hernández-Bedolla J, Solera A, Paredes-Arquiola J, Pedro-Monzonís M, Andreu J, Sánchez-Quispe ST (2017) The assessment of sustainability indexes and climate change impacts on integrated water resource management. Water. https://doi.org/10.3390/w9030213CrossRef

Hersbach H, Bell B, Berrisford P, Biavati G, Horányi A, Muñoz Sabater J, Nicolas J, Peubey C, Radu R, Rozum I (2019) ERA5 monthly averaged data on single levels from 1979 to present. Copernicus Clim Change Serv Clim Data Store 10:252–266

Holman IP (2006) Climate change impacts on groundwater recharge-uncertainty, shortcomings, and the way forward? Hydrogeol J 14:637–647. https://doi.org/10.1007/s10040-005-0467-0CrossRef

Huang J, Pavlic G, Rivera A, Palombi D, Smerdon B (2016) Mapping groundwater storage variations with GRACE: a case study in Alberta, Canada. Hydrogeol J 24:1663–1680. https://doi.org/10.1007/s10040-016-1412-0CrossRef

Huang Y, Wang D, Cheng Z, Xu H, Ding Z, Lu Z, Cui H, Qian K (2023) Groundwater non-carcinogenic health risk comprehensive assessment based on DLAFVRT model in an island city. Ecol Indic 148:110043. https://doi.org/10.1016/j.ecolind.2023.110043CrossRef

Hunter MC, Smith RG, Schipanski ME, Atwood LW, Mortensen DA (2017) Agriculture in 2050: recalibrating targets for sustainable intensification. Bioscience 67:386–391. https://doi.org/10.1093/biosci/bix010CrossRef

Jang S, Hamm S-Y, Yoon H, Kim G-B, Park J-H, Kim M (2015) Predicting long-term change of groundwater level with regional climate model in South Korea. Geosci J 19:503–513. https://doi.org/10.1007/s12303-015-0002-9CrossRef

Khan N, Shahid S, Ismail T, Wang X-J (2019a) Spatial distribution of unidirectional trends in temperature and temperature extremes in Pakistan. Theor Appl Climatol 136:899–913. https://doi.org/10.1007/s00704-018-2520-7CrossRef

Khan N, Shahid S, Ismail T, Ahmed K, Nawaz N (2019b) Trends in heat wave related indices in Pakistan. Stoch Environ Res Risk Assess 33:287–302. https://doi.org/10.1007/s00477-018-1605-2CrossRef

Kossack CF, Kendall MG (1950) Rank correlation methods. Am Math Mon 57:425. https://doi.org/10.2307/2307656CrossRef

Koutsoyiannis D (2003) Climate change, the Hurst phenomenon, and hydrological statistics. Hydrol Sci J 48:3–24. https://doi.org/10.1623/hysj.48.1.3.43481CrossRef

Krishnan C, Mahesha A (2023) Assessment of bi-decadal groundwater fluctuations in a coastal region using innovative trends and singular spectrum analysis. J Geol Soc India 99:111–119. https://doi.org/10.1007/s12594-023-2273-5CrossRef

Krishnan R, Sabin TP, Vellore R, Mujumdar M, Sanjay J, Goswami BN, Hourdin F, Dufresne JL, Terray P (2016) Deciphering the desiccation trend of the South Asian monsoon hydroclimate in a warming world. Clim Dyn 47:1007–1027. https://doi.org/10.1007/s00382-015-2886-5CrossRef

Lal R (2013) Food security in a changing climate. Ecohydrol Hydrobiol 13:8–21. https://doi.org/10.1016/j.ecohyd.2013.03.006CrossRef

Li B, Rodell M, Kumar S, Beaudoing HK, Getirana A, Zaitchik BF, de Goncalves LG, Cossetin C, Bhanja S, Mukherjee A, Tian S, Tangdamrongsub N, Long D, Nanteza J, Lee J, Policelli F, Goni IB, Daira D, Bila M, de Lannoy G, Mocko D, Steele-Dunne SC, Save H, Bettadpur S (2019) Global GRACE data assimilation for groundwater and drought monitoring: advances and challenges. Water Resour Res 55:7564–7586. https://doi.org/10.1029/2018WR024618CrossRef

Li L, Jiang P, Liu W, Sun Y, Dang Z (2022) Increasing spatial mismatch of cropland-grain production-population in China over the past two decades. Land. https://doi.org/10.3390/land11101685CrossRef

Longuevergne L, Scanlon BR, Wilson CR (2010) GRACE hydrological estimates for small basins: evaluating processing approaches on the High Plains aquifer, USA. Water Resour Res. https://doi.org/10.1029/2009WR008564CrossRef

Ma Z, Fu C (2006) Some evidence of drying trend over northern China from 1951 to 2004. Chin Sci Bull 51:2913–2925. https://doi.org/10.1007/s11434-006-2159-0CrossRef

Mancosu N, Snyder RL, Kyriakakis G, Spano D (2015) Water scarcity and future challenges for food production. Water (switzerland) 7:975–992. https://doi.org/10.3390/w7030975CrossRef

Mann HB (1945) Nonparametric tests against trend. Econometrica 13:245. https://doi.org/10.2307/1907187CrossRef

Mehmood K, Tischbein B, Flörke M, Usman M (2022) Spatiotemporal analysis of groundwater storage changes, controlling factors, and management options over the transboundary Indus Basin. Water. https://doi.org/10.3390/w14203254CrossRef

Misra AK (2014) Climate change and challenges of water and food security. Int J Sustain Built Environ 3:153–165. https://doi.org/10.1016/j.ijsbe.2014.04.006CrossRef

Mohan TS, Rajeevan M (2017) Past and future trends of hydroclimatic intensity over the Indian monsoon region. J Geophys Res 122:896–909. https://doi.org/10.1002/2016JD025301CrossRef

Moiwo JP, Lu W, Tao F (2012) GRACE, GLDAS and measured groundwater data products show water storage loss in Western Jilin, China. Water Sci Technol 65:1606–1614. https://doi.org/10.2166/wst.2012.053CrossRef

Mondal MS, Chowdhury JU, Ferdous MR (2010) Risk-based evaluation for meeting future water demand of the Brahmaputra floodplain within Bangladesh. Water Resour Manag 24:853–869. https://doi.org/10.1007/s11269-009-9475-5CrossRef

Morrison J, Morikawa M, Murphy M, Schulte P (2009) Water scarcity & climate change. Grow. risks Bus. investors, Pacific Institute, Oakland

Mortazavi SA, Najafi Alamdarlo H, Zaghi Bijarbas M (2019) Estimating the eco-environmental value of damages caused by groundwater over drafting. Int J Environ Sci Technol 16:3861–3868. https://doi.org/10.1007/s13762-018-1808-6CrossRef

Mukherjee S, Bebermeier W, Schütt B (2018) An overview of the impacts of land use land cover changes (1980–2014) on urban water security of Kolkata. Land. https://doi.org/10.3390/land7030091CrossRef

Nashwan MS, Shahid S, Abd Rahim N (2019) Unidirectional trends in annual and seasonal climate and extremes in Egypt. Theor Appl Climatol 136:457–473. https://doi.org/10.1007/s00704-018-2498-1CrossRef

Nikraftar Z, Parizi E, Saber M, Hosseini SM, Ataie-Ashtiani B, Simmons CT (2023) Groundwater sustainability assessment in the Middle East using GRACE/GRACE-FO data. Hydrogeol J. https://doi.org/10.1007/s10040-023-02717-3CrossRef

Nyenje PM, Batelaan O (2009) Estimating the effects of climate change on groundwater recharge and baseflow in the upper Ssezibwa catchment, Uganda. Hydrol Sci J 54:713–726. https://doi.org/10.1623/hysj.54.4.713CrossRef

Ojha R, Ramadas M, Govindaraju RS (2015) Current and future challenges in groundwater. I: Modeling and management of resources. J Hydrol Eng 20:A4014007. https://doi.org/10.1061/(asce)he.1943-5584.0000928CrossRef

Ouma YO, Aballa DO, Marinda DO, Tateishi R, Hahn M (2015) Use of GRACE time-variable data and GLDAS-LSM for estimating groundwater storage variability at small basin scales: a case study of the Nzoia River Basin. Int J Remote Sens 36:5707–5736. https://doi.org/10.1080/01431161.2015.1104743CrossRef

Panabokke CR, Perera APGRL (2005) Groundwater resources of Sri Lanka. Water Resour 28:28

Perrone D, Rohde MM, Hammond Wagner C, Anderson R, Arthur S, Atume N, Brown M, Esaki-Kua L, Gonzalez Fernandez M, Garvey KA, Heidel K, Jones WD, Khosrowshahi Asl S, Munill C, Nelson R, Ortiz-Partida JP, Remson EJ (2023) Stakeholder integration predicts better outcomes from groundwater sustainability policy. Nat Commun 14:3793. https://doi.org/10.1038/s41467-023-39363-yCrossRef

Pour SH, Shahid S, Chung ES, Wang XJ (2018) Model output statistics downscaling using support vector machine for the projection of spatial and temporal changes in rainfall of Bangladesh. Atmos Res 213:149–162. https://doi.org/10.1016/j.atmosres.2018.06.006CrossRef

Pour SH, Wahab AKA, Shahid S, Wang X (2019) Spatial pattern of the unidirectional trends in thermal bioclimatic indicators in Iran. Sustainability. https://doi.org/10.3390/su11082287CrossRef

Prats AG, Picó SG (2010) Performance evaluation and uncertainty measurement in irrigation scheduling soil water-balance approach. J Irrig Drain Eng 136:732–743. https://doi.org/10.1061/(asce)ir.1943-4774.0000245CrossRef

Qiu J (2008) China: the third pole. Nat News 454:393–396CrossRef

Rasul G (2016) Managing the food, water, and energy nexus for achieving the sustainable development goals in South Asia. Environ Dev 18:14–25. https://doi.org/10.1016/j.envdev.2015.12.001CrossRef

Rodell M, Houser PR, Jambor U, Gottschalck J, Mitchell K, Meng CJ, Arsenault K, Cosgrove B, Radakovich J, Bosilovich M, Entin JK, Walker JP, Lohmann D, Toll D (2004) The global land data assimilation system. Bull Am Meteorol Soc 85:381–394. https://doi.org/10.1175/BAMS-85-3-381CrossRef

Ruan Y, Wu X (2022) Evaluation of groundwater resource sustainability based on GRACE and GLDAS in arid region of Northwest China. Arid Zone Res 39:787–800. https://doi.org/10.13866/j.azr.2022.03.12CrossRef

Rzepecka Z, Birylo M (2020) Groundwater storage changes derived from GRACE and GLDAS on smaller river basins—a case study in Poland. Geoscience. https://doi.org/10.3390/geosciences10040124CrossRef

Sa’adi Z, Yaseen ZM, Farooque AA, Mohamad NA, Muhammad MKI, Iqbal Z (2023) Long-term trend analysis of extreme climate in Sarawak tropical peatland under the influence of climate change. Weather Clim Extrem 40:100554. https://doi.org/10.1016/j.wace.2023.100554CrossRef

Saha A, Villuri VG, Bhardwaj A (2022) Development and assessment of GIS-based landslide susceptibility mapping models using ANN, fuzzy-AHP, and MCDA in Darjeeling Himalayas, West Bengal, India. Land 1:1. https://doi.org/10.3390/land11101711CrossRef

Sahoo S, Chakraborty S, Pham QB, Sharifi E, Sammen SS, Vojtek M, Vojteková J, Elkhrachy I, Costache R, Linh NTT (2021) Recognition of district-wise groundwater stress zones using the GLDAS-2 catchment land surface model during lean season in the Indian state of West Bengal. Acta Geophys 69:175–198. https://doi.org/10.1007/s11600-020-00509-xCrossRef

Salam R, Towfiqul Islam ARM, Islam S (2020) Spatiotemporal distribution and prediction of groundwater level linked to ENSO teleconnection indices in the northwestern region of Bangladesh. Environ Dev Sustain 22:4509–4535. https://doi.org/10.1007/s10668-019-00395-4CrossRef

Salehie O, Hamed MM, Ismail T, Shahid S (2022a) Projection of droughts in Amu river basin for shared socioeconomic pathways CMIP6. Theor Appl Climatol. https://doi.org/10.1007/s00704-022-04097-2CrossRef

Salehie O, Ismail T, Hamed MM, Shahid S, Idlan Muhammad MK (2022b) Projection of hot and cold extremes in the Amu River Basin of Central Asia using GCMs CMIP6. Stoch Environ Res Risk Assess 1:1. https://doi.org/10.1007/s00477-022-02201-6CrossRef

Salehie O, Ismail TB, Shahid S, Hamed MM, Chinnasamy P, Wang X (2022c) Assessment of water resources availability in Amu Darya river basin using GRACE data. Water 14:533. https://doi.org/10.3390/w14040533CrossRef

Salem GSA, Kazama S, Shahid S, Dey NC (2018) Impacts of climate change on groundwater level and irrigation cost in a groundwater dependent irrigated region. Agric Water Manag 208:33–42. https://doi.org/10.1016/j.agwat.2018.06.011CrossRef

Sandoval-Solis S, McKinney D, Loucks DP (2011) Sustainability index for water resources planning and management. J Water Resour Plan Manag 137:381–390CrossRef

Sediqi MN, Shiru MS, Nashwan MS, Ali R, Abubaker S, Wang X, Ahmed K, Shahid S, Asaduzzaman M, Manawi SMA (2019) Spatio-temporal pattern in the changes in availability and sustainability of water resources in Afghanistan. Sustainability 11:5836. https://doi.org/10.3390/su11205836CrossRef

Sen PK (1968) Estimates of the regression coefficient based on Kendall’s Tau. J Am Stat Assoc 63:1379–1389. https://doi.org/10.1080/01621459.1968.10480934CrossRef

Shah T (2005) Groundwater and human development: challenges and opportunities in livelihoods and environment. Water Sci Technol 51:27–37. https://doi.org/10.2166/wst.2005.0217CrossRef

Shahid S (2010) Probable impacts of climate change on public health in Bangladesh. Asia Pac J Public Health 22:310–319. https://doi.org/10.1177/1010539509335499CrossRef

Shahid S, Hazarika MK (2010) Groundwater drought in the Northwestern districts of Bangladesh. Water Resour Manag 24:1989–2006. https://doi.org/10.1007/s11269-009-9534-yCrossRef

Shahid S, Wang X-J, Moshiur Rahman M, Hasan R, Harun SB, Shamsudin S (2015) Spatial assessment of groundwater over-exploitation in northwestern districts of Bangladesh. J Geol Soc India 85:463–470. https://doi.org/10.1007/s12594-015-0238-zCrossRef

Shao C, Liu Y (2023) Analysis of groundwater storage changes and influencing factors in China based on GRACE data. Atmosphere (basel). https://doi.org/10.3390/atmos14020250CrossRef

Siebert S, Döll P, Feick S, Frenken K, Hoogeveen J (2013) Global map of irrigation areas version 5. Univ. Frankfurt (Main), Ger. FAO, Rome, pp 1–2

Soria JL, Rodolfo KS, Siringan F, Rodolfo KS, Rodolfo KS, Siringan F (2005) Compaction rates and paleo-sea levels along the delta complex north of Manila Bay, Luzon Island, Philippines. Sci Diliman 17:39–45

Su X, Wang F, Zhou D, Zhang H (2022) Assessing the spatial variability of daytime/nighttime extreme heat waves in Beijing under different land-use during 2011–2020. Land. https://doi.org/10.3390/land11101786CrossRef

Sung JH, Chung E-S, Shahid S (2018) Reliability–resiliency–vulnerability approach for drought analysis in South Korea using 28 GCMs. Sustainability. https://doi.org/10.3390/su10093043CrossRef

Syed TH, Famiglietti JS, Rodell M, Chen J, Wilson CR (2008) Analysis of terrestrial water storage changes from GRACE and GLDAS. Water Resour Res 44

Tallaksen LM, Van Lanen HAJ (2004) Hydrological drought: processes and estimation methods for streamflow and groundwater

Taniguchi M, Burnett WC, Ness GD (2008) Integrated research on subsurface environments in Asian urban areas. Sci Total Environ 404:377–392. https://doi.org/10.1016/j.scitotenv.2008.04.033CrossRef

Tao S-Y (1987) A review of recent research on the East Asian summer monsoon in China. Monsoon Meteorol, pp 60–92

Tariq A, Ali S, Basit I, Jamil A, Farmonov N, Khorrami B, Khan MM, Sadri S, Baloch MYJ, Islam F, Junaid MB, Hatamleh WA (2023) Terrestrial and groundwater storage characteristics and their quantification in the Chitral (Pakistan) and Kabul (Afghanistan) river basins using GRACE/GRACE-FO satellite data. Groundw Sustain Dev. https://doi.org/10.1016/j.gsd.2023.100990CrossRef

Thomas BF, Caineta J, Nanteza J (2017) Global assessment of groundwater sustainability based on storage anomalies. Geophys Res Lett 44:11445–11455. https://doi.org/10.1002/2017GL076005CrossRef

Vissa NK, Anandh PC, Behera MM, Mishra S (2019) ENSO-induced groundwater changes in India derived from GRACE and GLDAS. J Earth Syst Sci 128:115. https://doi.org/10.1007/s12040-019-1148-zCrossRef

Wallace JS, Gregory PJ (2002) Water resources and their use in food production systems. Aquat Sci 64:363–375. https://doi.org/10.1007/PL00012592CrossRef

Wang T-Y, Wang P, Zhang Y-C, Yu J-J, Du C-Y, Fang Y-H (2019) Contrasting groundwater depletion patterns induced by anthropogenic and climate-driven factors on Alxa Plateau, northwestern China. J Hydrol 576:262–272. https://doi.org/10.1016/j.jhydrol.2019.06.057CrossRef

Wang S, Liu H, Yu Y, Zhao W, Yang Q, Liu J (2020) Evaluation of groundwater sustainability in the arid Hexi Corridor of Northwestern China, using GRACE, GLDAS and measured groundwater data products. Sci Total Environ 705:135829. https://doi.org/10.1016/j.scitotenv.2019.135829CrossRef

Wang Z, Sun C, Jiang Q, Liu C, Shan J (2023) Analysis of spatiotemporal variation characteristics of groundwater storage and their influencing factors in three provinces of Northeast China. Shuikexue Jinzhan Adv Water Sci 34:360–373. https://doi.org/10.14042/j.cnki.32.1309.2023.03.004CrossRef

Xian C, Yang S, Fan Y, Wu H, Gong C (2022) Coupling efficiency assessment of food–energy–water (FEW) nexus based on urban resource consumption towards economic development: the case of Shenzhen Megacity, China. Land 1:1. https://doi.org/10.3390/land11101783CrossRef

Xie P, Yatagai A, Chen M, Hayasaka T, Fukushima Y, Liu C, Yang S (2007) A gauge-based analysis of daily precipitation over East Asia. J Hydrometeorol 8:607–626. https://doi.org/10.1175/JHM583.1CrossRef

Xu H, Yang X, Wang D, Hu Y, Cheng Z, Shi Y, Zheng P, Shi L (2023) Multivariate and spatio-temporal groundwater pollution risk assessment: a new long-time serial groundwater environmental impact assessment system. Environ Pollut 317:120621. https://doi.org/10.1016/j.envpol.2022.120621CrossRef

Yang X, Liu W (2022) Agricultural production networks and upgrading from a global–local perspective: a review. Land. https://doi.org/10.3390/land11101864CrossRef

Yilmaz AG, Hossain I, Perera BJC (2014) Effect of climate change and variability on extreme rainfall intensity-frequency-duration relationships: a case study of Melbourne. Hydrol Earth Syst Sci 18:4065–4076. https://doi.org/10.5194/hess-18-4065-2014CrossRef

Yin Z, Xu Y, Zhu X, Zhao J, Yang Y, Li J (2021) Variations of groundwater storage in different basins of China over recent decades. J Hydrol 598:126282. https://doi.org/10.1016/j.jhydrol.2021.126282CrossRef

Zhai J, Mondal SK, Fischer T, Wang Y, Su B, Huang J, Tao H, Wang G, Ullah W, Uddin MJ (2020) Future drought characteristics through a multi-model ensemble from CMIP6 over South Asia. Atmos Res 246:105111. https://doi.org/10.1016/j.atmosres.2020.105111CrossRef

Zhao X, Wang D, Xu H, Ding Z, Shi Y, Lu Z, Cheng Z (2022) Groundwater pollution risk assessment based on groundwater vulnerability and pollution load on an isolated island. Chemosphere 289:133134. https://doi.org/10.1016/j.chemosphere.2021.133134CrossRef

Zhu X, Zhang M, Wang S, Qiang F, Zeng T, Ren Z, Dong L (2015) Comparison of monthly precipitation derived from high-resolution gridded datasets in arid Xinjiang, central Asia. Quat Int 358:160–170. https://doi.org/10.1016/j.quaint.2014.12.027CrossRef

Title: Spatiotemporal analysis of groundwater resources sustainability in South Asia and China using GLDAS data sets
Authors: Zulfiqar Ali
Mohammed Magdy Hamed
Mohamed Salem Nashwan
Shamsuddin Shahid
Publication date: 01-12-2023
Publisher: Springer Berlin Heidelberg
Published in: Environmental Earth Sciences / Issue 24/2023
Print ISSN: 1866-6280
Electronic ISSN: 1866-6299
DOI: https://doi.org/10.1007/s12665-023-11282-7

Springer Professional

Abstract

Please log in to get access to your license.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Other articles of this Issue 24/2023

Numerical analysis and field tests of self-relief pressure zone ahead of mining workface: implications for methane extraction during underground mining

Impact assessment of land use and land cover change on soil erosion at Laonung watershed in Taiwan

Variation in the area of the polymictic Pampean shallow lakes and its relationship with precipitation

Evapotranspiration estimation using a satellite-based surface energy balance: a case study of Upper Bari Doab, Pakistan

Innovative trend analysis for evaluation of groundwater storage in Baitarani River Basin

Use of ARP industrial waste in the remediation of cadmium, lead and zinc in contaminated sediments