Groundwater pollution and risk assessment based on source apportionment in a typical cold agricultural region in Northeastern China

A, 2019, Spatial variation of correlations between vertical soil water and evapotranspiration and their controlling factors in a semi-arid region, J. Hydrol., 574, 53, 10.1016/j.jhydrol.2019.04.023 Coulon, 2016, China's soil and groundwater management challenges: lessons from the UK's experience and opportunities for China, Environ. Int., 91, 196, 10.1016/j.envint.2016.02.023 Fang, 2018, How and to what extent does precipitation on multi- temporal scales and soil moisture at different depths determine carbon flux responses in a water- limited grassland ecosystem?, Sci. Total Environ., 635, 1255, 10.1016/j.scitotenv.2018.04.225 Fang Q.; Wang G.; Liu T.; Xue B.L. & A Y 2018b Controls of carbon flux in a semi-arid grassland ecosystem experiencing wetland loss: vegetation patterns and environmental variables. Agric. For. Meteorol. 259, 196–210. doi:https://doi.org/10.1016/j.agrformet.2018.05.002. Figureau, 2015, Policy instruments for decentralized management of agricultural groundwater abstraction: a participatory evaluation, Ecol. Econ., 119, 147, 10.1016/j.ecolecon.2015.08.011 Gill, 2014, Irrigator responses to groundwater resource management in northern Victoria, southeastern Australia, J. Hydrol., 518, 83, 10.1016/j.jhydrol.2014.04.046 Gill, 2017, Economic, social and resource management factors influencing groundwater trade: evidence from Victoria, Australia, J. Hydrol., 550, 253, 10.1016/j.jhydrol.2017.04.055 Han, 2018, Hydroclimatic response of evapotranspiration partitioning to prolonged droughts in semiarid grassland, J. Hydrol., 563, 766, 10.1016/j.jhydrol.2018.06.048 Huang, 2010, Spatial variation and source apportionment of water pollution in Qiantang River (China) using statistical techniques, Water Res., 44, 1562, 10.1016/j.watres.2009.11.003 Kløve, 2011, Groundwater dependent ecosystems. Part II. Ecosystem services and management in Europe under risk of climate change and land use intensification, Environ. Sci. Pol., 14, 782, 10.1016/j.envsci.2011.04.005 Korbel, 2017, The weighted groundwater health index: improving the monitoring and management of groundwater resources, Ecol. Indic., 75, 164, 10.1016/j.ecolind.2016.11.039 Korbel, 2013, An inter-catchment comparison of groundwater biota in the cotton-growing region of north-western New South Wales, Crop Pasture Sci., 64, 1195, 10.1071/CP13176 Koundouri, 2004, Current issues in the economics of groundwater resource management, J. Econ. Surv., 18, 703, 10.1111/j.1467-6419.2004.00234.x Kurunc, 2016, Seasonal changes of spatial variation of some groundwater quality variables in a large irrigated coastal Mediterranean region of Turkey, Sci. Total Environ., 554-555, 53, 10.1016/j.scitotenv.2016.02.158 Li, 2018, Assessment and uncertainty analysis of groundwater risk, Environ. Res., 160, 140, 10.1016/j.envres.2017.09.030 Liu, 2012, Water quality evaluation based on improved fuzzy matter-element method, J. Environ. Sci., 24, 1210, 10.1016/S1001-0742(11)60938-8 Liu, 2003, Application of factor analysis in the assessment of groundwater quality in a blackfoot disease area in Taiwan, Sci. Total Environ., 313, 77, 10.1016/S0048-9697(02)00683-6 Mary, 2013, Electrochemical behaviour of copper–nickel alloys as immobilisation matrices for the storage of fission products in CO2-enriched synthetic groundwater, Electrochim. Acta, 98, 11, 10.1016/j.electacta.2013.03.034 Mekki, 2013, Management of groundwater resources in relation to oasis sustainability: The case of the Nefzawa region in Tunisia, J. Environ. Manag., 121, 142, 10.1016/j.jenvman.2013.02.041 Mysiak, 2005, Towards the development of a decision support system for water resource management, Environ. Model Softw., 20, 203, 10.1016/j.envsoft.2003.12.019 Ouyang, 2005, Evaluation of river water quality monitoring stations by principal component analysis, Water Res., 39, 2621, 10.1016/j.watres.2005.04.024 Paatero, 1994, Positive matrix factorization: a non-negative factor model with optimal utilization of error estimates of data values, Environmetrics, 5, 111, 10.1002/env.3170050203 Parinet, 2004, Principal component analysis: an appropriate tool for water quality evaluation and management—application to a tropical lake system, Ecol. Model., 178, 295, 10.1016/j.ecolmodel.2004.03.007 Qureshi, 2012, Factors determining the economic value of groundwater, Hydrogeol. J., 20, 821, 10.1007/s10040-012-0867-x Salcedo-Sánchez, 2016, Application of water quality index to evaluate groundwater quality (temporal and spatial variation) of an intensively exploited aquifer (Puebla valley, Mexico), Environ. Monit. Assess., 188, 573, 10.1007/s10661-016-5515-9 Shrestha, 2016, Assessment of groundwater vulnerability and risk to pollution in Kathmandu Valley, Nepal, Sci. Total Environ., 556, 23, 10.1016/j.scitotenv.2016.03.021 Singh, 2012, An overview of sustainability assessment methodologies, Ecol. Indic., 15, 281, 10.1016/j.ecolind.2011.01.007 Subagadis, 2014, An integrated approach to conceptualise hydrological and socio-economic interaction for supporting management decisions of coupled groundwater–agricultural systems, Environ. Earth Sci., 72, 4917, 10.1007/s12665-014-3238-1 Thurston, 1985, A multivariate assessment of meteorological influences on inhalable particle source impacts, J. Clim. Appl. Meteorol., 24, 1245, 10.1175/1520-0450(1985)024<1245:AMAOMI>2.0.CO;2 Thurston, 2011, A source apportionment of U.S. fine particulate matter air pollution, Atmos. Environ., 45, 3924, 10.1016/j.atmosenv.2011.04.070 Tuinstra, 2014, Ecosystem services in sustainable groundwater management, Sci. Total Environ., 485-486, 798, 10.1016/j.scitotenv.2014.03.098 Vadiati, 2016, A fuzzy-logic based decision-making approach for identification of groundwater quality based on groundwater quality indices, J. Environ. Manag., 184, 255, 10.1016/j.jenvman.2016.09.082 Wang, 2015, Effects of pH, dissolved oxygen, and aqueous ferrous iron on the adsorption of arsenic to lepidocrocite, J. Colloid Interface Sci., 448, 331, 10.1016/j.jcis.2015.02.047 Wang, 2013, Water quality evaluation of Haihe River with fuzzy similarity measure methods, J. Environ. Sci., 25, 2041, 10.1016/S1001-0742(12)60260-5 Wang, 2014, The influence of land use patterns on water quality at multiple spatial scales in a river system, Hydrol. Process., 28, 5259, 10.1002/hyp.10017 Wang, 2019, Non-point source pollution risks in a drinking water protection zone based on remote sensing data embedded within a nutrient budget model, Water Res., 157, 238, 10.1016/j.watres.2019.03.070 Wong, 2014, Application of improved extension evaluation method to water quality evaluation, J. Hydrol., 509, 539, 10.1016/j.jhydrol.2013.12.003 Wu, 2016, Impact of revised thermal stability on pollutant transport time in a deep reservoir, J. Hydrol., 535, 671, 10.1016/j.jhydrol.2016.02.031 Wu, 2017, Integrated hydrologic and hydrodynamic modeling to assess water exchange in a data-scarce reservoir, J. Hydrol., 555, 15, 10.1016/j.jhydrol.2017.09.057 Xiao, 2016, Water quality assessment of the Huaihe River segment of Bengbu (China) using multivariate statistical techniques, Water Resources, 43, 166, 10.1134/S0097807816010115 Yao, 2019, Assessing the adaptability of water resources system in Shandong Province, China, using a novel comprehensive co-evolution model, Water Resour. Manag., 33, 657, 10.1007/s11269-018-2129-8 Zahedi, 2017, Groundwater quality classification derivation using multi-criteria-decision-making techniques, Ecol. Indic., 78, 243, 10.1016/j.ecolind.2017.03.015 Zhai, 2015, The spatial and seasonal variability of the groundwater chemistry and quality in the exploited aquifer in the Daxing District, Beijing, China, Environ. Monit. Assess., 187, 43, 10.1007/s10661-014-4249-9