Salimi, Maryam; Nassery, Hamid Reza; Vadiati, Meysam; Bhattacharya, Prosun; Rahbar, Akram (2025) Hydrochemical characterization of surface waters in Northen Tehran: Integrating cluster-based techniques with Self-Organizing Maps. Journal of Mountain Science, 22 (7). doi:10.1007/s11629-024-9416-z

References Listed

These are the references the publisher has listed as being connected to the article. Please check the article itself for the full list of references which may differ. Not all references are currently linkable within the Digital Library.

	Appelo CAJ, Postma D (2005) Geochemistry, Groundwater and Pollution, 2nd ed. Taylor & Francis, London, UK.
	Ayvaz, M. Tamer, Karahan, Halil, Aral, Mustafa M. (2007) Aquifer parameter and zone structure estimation using kernel-based fuzzy c-means clustering and genetic algorithm. Journal of Hydrology, 343 (3). 240-253 doi:10.1016/j.jhydrol.2007.06.018
	Belkhiri, Lazhar, Boudoukha, Abderrahmane, Mouni, Lotfi, Baouz, Toufik (2011) Statistical categorization geochemical modeling of groundwater in Ain Azel plain (Algeria) Journal of African Earth Sciences, 59 (1) 140-148 doi:10.1016/j.jafrearsci.2010.09.007
	Berberian, Manuel, King, G. C. P. (1981) Towards a paleogeography and tectonic evolution of Iran. Canadian Journal of Earth Sciences, 18 (2) 210-265 doi:10.1139/e81-019
	Bezdek, James C., Ehrlich, Robert, Full, William (1984) FCM: The fuzzy c-means clustering algorithm. Computers & Geosciences, 10 (2) 191-203 doi:10.1016/0098-3004(84)90020-7
	Bezdek JC, Pal SK (1992) Fuzzy Models for Pattern Recognition: Methods that Search for Structures in Data. Institute of Electrical and Electronics Engineers, New York, USA.
	Bhattacharya, Prosun, Sracek, Ondra, Eldvall, Björn, Asklund, Ragnar, Barmen, Gerhard, Jacks, Gunnar, Koku, John, Gustafsson, Jan-Erik, Singh, Nandita, Balfors, Berit Brokking (2012) Hydrogeochemical study on the contamination of water resources in a part of Tarkwa mining area, Western Ghana. Journal of African Earth Sciences, 66. 72-84 doi:10.1016/j.jafrearsci.2012.03.005
	Bhattacharya P, Arafat MY, Hossain Taki MZ, et al. (2024) Hydrogeological feasibility assessment in the search for sustainable clean drinking water for the people of Paikgacha Upazila in southern Bangladesh. Geol Soc Am Abstr Programs 56(5). https://doi.org/10.1130/abs/2024AM-405643
	Birkeland PW (1999) Soils and Geomorphology. Oxford University Press, New York, USA
	Not Yet Imported: - journal-article : 10.3390/w13131801 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Cassalho, Felício, Beskow, Samuel, Mello, Carlos Rogério, Moura, Maíra Martim, Oliveira, Leroi Floriano, Aguiar, Marilton Sanchotene (2019) Artificial intelligence for identifying hydrologically homogeneous regions: A state‐of‐the‐art regional flood frequency analysis. Hydrological Processes, 33 (7). 1101-1116 doi:10.1002/hyp.13388
	Céréghino, R., Park, Y.-S. (2009) Review of the Self-Organizing Map (SOM) approach in water resources: Commentary. Environmental Modelling & Software, 24 (8). 945-947 doi:10.1016/j.envsoft.2009.01.008
	Not Yet Imported: PLOS ONE - journal-article : 10.1371/journal.pone.0145527 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Cloutier V (2004) Origin and geochemical evolution of groundwater in the Paleozoic Basses-Laurentides sedimentary rock aquifer system, St Lawrence Lowlands, Québec, Canada. Dissertation, INRS—Eau Terre and Environment.
	Dai, Lijun, Wang, Lingqing, Li, Lianfang, Liang, Tao, Zhang, Yongyong, Ma, Chuanxin, Xing, Baoshan (2018) Multivariate geostatistical analysis and source identification of heavy metals in the sediment of Poyang Lake in China. Science of The Total Environment, 621. 1433-1444 doi:10.1016/j.scitotenv.2017.10.085
	Not Yet Imported: - journal-article : 10.1109/TPAMI.1979.4766909 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Davis L (1991) Handbook of Genetic Algorithms. Van Nostrand Reinhold, New York, USA.
	Dellenbach J (1964) Contribution to the geographical study of the region located in the east of Téhéran (Iran). Thesis, Faculty of Science, University of Strasbourg. (In German)
	Eskandari, Effat, Mohammadzadeh, Hossein, Nassery, Hamidreza, Vadiati, Meysam, Zadeh, Alireza Mohammad, Kisi, Ozgur (2022) Delineation of isotopic and hydrochemical evolution of karstic aquifers with different cluster-based (HCA, KM, FCM and GKM) methods. Journal of Hydrology, 609. 127706pp. doi:10.1016/j.jhydrol.2022.127706
	Fetter CW (2018) Applied Hydrogeology. Waveland Press, Long Grove, Illinois, USA.
	Fisher, R. Stephen, Mullican, III, William F. (1997) Hydrochemical Evolution of Sodium-Sulfate and Sodium-Chloride Groundwater Beneath the Northern Chihuahuan Desert, Trans-Pecos, Texas, USA. Hydrogeology Journal, 5 (2). 4-16 doi:10.1007/s100400050102
	Freeze RA, Cherry JA (1979) Groundwater. Prentice-Hall Inc., Englewood Cliffs, New Jersey.
	Fuso, F., Stucchi, L., Bonacina, L., Fornaroli, R., Bocchiola, D. (2023) Evaluation of water temperature under changing climate and its effect on river habitat in a regulated Alpine catchment. Journal of Hydrology, 616. 128816 doi:10.1016/j.jhydrol.2022.128816
	Not Yet Imported: - book : 10.7551/mitpress/4931.001.0001 If you would like this item imported into the Digital Library, please contact us quoting Book ID 9780262273404
	Georgescu, Puiu-Lucian, Moldovanu, Simona, Iticescu, Catalina, Calmuc, Madalina, Calmuc, Valentina, Topa, Catalina, Moraru, Luminita (2023) Assessing and forecasting water quality in the Danube River by using neural network approaches. Science of The Total Environment, 879. 162998 doi:10.1016/j.scitotenv.2023.162998
	Ghezelbash, Reza, Maghsoudi, Abbas, Carranza, Emmanuel John M. (2020) Optimization of geochemical anomaly detection using a novel genetic K-means clustering (GKMC) algorithm. Computers & Geosciences, 134. 104335 doi:10.1016/j.cageo.2019.104335
	Gholami M, Azadi M, Farahani H, et al. (2021) Evaluating temporal trends of sand drift potential in Southeast arid regions. Environ Earth Sci 80(1): 1–12. https://doi.org/10.1007/s12665-021-09388-0
	Gibbs, R. J. (1970) Mechanisms Controlling World Water Chemistry. Science, 170 (3962). 1088-1090 doi:10.1126/science.170.3962.1088
	Goldberg DE (1989) Genetic Algorithms in Search, Optimization & Machine Learning. Addison-Wesley, Reading.
	Güler, Cüneyt, Kurt, Mehmet Ali, Alpaslan, Musa, Akbulut, Can (2012) Assessment of the impact of anthropogenic activities on the groundwater hydrology and chemistry in Tarsus coastal plain (Mersin, SE Turkey) using fuzzy clustering, multivariate statistics and GIS techniques. Journal of Hydrology, 414. 435-451 doi:10.1016/j.jhydrol.2011.11.021
	Güler, Cüneyt, Thyne, Geoffrey D. (2004) Delineation of hydrochemical facies distribution in a regional groundwater system by means of fuzzy c -means clustering. Water Resources Research, 40 (12). doi:10.1029/2004wr003299
	Güler, Cüneyt, Thyne, Geoffrey D., McCray, John E., Turner, Keith A. (2002) Evaluation of graphical and multivariate statistical methods for classification of water chemistry data. Hydrogeology Journal, 10 (4). 455-474 doi:10.1007/s10040-002-0196-6
	Guo, Chuanbo, Chen, Yushun, Xia, Wentong, Qu, Xiao, Yuan, Hui, Xie, Songguang, Lin, Lian-Shin (2020) Eutrophication and heavy metal pollution patterns in the water suppling lakes of China’s south-to-north water diversion project. Science of The Total Environment, 711. 134543pp. doi:10.1016/j.scitotenv.2019.134543
	Gupta A, Datta S, Das S (2018). Fuzzy Clustering to Identify Clusters at Different Levels of Fuzziness: An Evolutionary Multi-Objective Optimization Approach. arXiv preprint arXiv:1808.03327. https://arxiv.org/abs/1808.03327.
	Habib, Md. Ahasan, Cocciolo, Serena, Haque, Md. Abdul, Raihan, Md. Mir Abu, Bhattacharya, Prosun, Tompsett, Anna (2023) How to clean a tubewell: the effectiveness of three approaches in reducing coliform bacteria. Science of The Total Environment, 872. 161932 doi:10.1016/j.scitotenv.2023.161932
	Not Yet Imported: - journal-article : 10.1016/j.indic.2020.100068 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: Environmental Modeling & Assessment - journal-article : 10.1007/s10666-024-09962-0 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - reference-book : 10.1201/9780203734117 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	IBM Corporation (2016) IBM SPSS Statistics for Windows, version 24.0. IBM Corp., Armonk, NY
	Not Yet Imported: Journal of Cleaner Production - journal-article : 10.1016/j.jclepro.2021.129897 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.1016/j.limno.2018.05.003 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.1039/C1EM10132C If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Ward, Joe H. (1963) Hierarchical Grouping to Optimize an Objective Function. Journal of the American Statistical Association, 58 (301). 236-244 doi:10.1080/01621459.1963.10500845
	Not Yet Imported: - journal-article : 10.1016/j.rsma.2023.102988 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - reference-book : 10.1201/9781439808085 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Khosravi M, Kargar M (2015) Agricultural practices and their impact on water quality in river catchments of the Alborz Mountains, northern Iran. Environ Monit Assess 187(8):517. https://doi.org/10.1007/s10661-015-4779-2
	Not Yet Imported: - book : 10.1007/978-3-662-00784-6 If you would like this item imported into the Digital Library, please contact us quoting Book ID 9783540183143
	Not Yet Imported: - book : 10.1007/978-3-642-97610-0 If you would like this item imported into the Digital Library, please contact us quoting Book ID 9783642976124
	Not Yet Imported: - book : 10.1007/978-3-642-56927-2 If you would like this item imported into the Digital Library, please contact us quoting Book ID 9783540679219
	Not Yet Imported: Ecological Indicators - journal-article : 10.1016/j.ecolind.2020.107076 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: Neural Computing and Applications - journal-article : 10.1007/s00521-011-0526-5 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - proceedings-article : 10.1109/CoDIT.2017.8102654 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Li, Ting, Liu, Kai, Tang, Rui, Liang, Jun-Rong, Mai, Lei, Zeng, Eddy Y. (2023) Environmental fate of microplastics in an urban river: Spatial distribution and seasonal variation. Environmental Pollution, 322. 121227 doi:10.1016/j.envpol.2023.121227
	Not Yet Imported: - journal-article : 10.1016/j.sciaf.2021.e00831 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.1371/journal.pcbi.1008804 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.3390/w15193463 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Llamas-Dios, M.I., Vadillo, I., Jiménez-Gavilán, P., Candela, L., Corada-Fernández, C. (2021) Assessment of a wide array of contaminants of emerging concern in a Mediterranean water basin (Guadalhorce river, Spain): Motivations for an improvement of water management and pollutants surveillance. Science of The Total Environment, 788. 147822pp. doi:10.1016/j.scitotenv.2021.147822
	Ma, Haiyan (2016) Major ion chemistry of groundwater in the Sangong River Watershed, Northwestern China. Environmental Earth Sciences, 75 (6). doi:10.1007/s12665-016-5321-2
	Not Yet Imported: - journal-article : 10.1016/j.marpolbul.2020.111285 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Madhulatha TS (2012) An overview on clustering methods. IOSR J Eng 2:719–725. https://doi.org/10.48550/arXiv.1205.1117
	Magesh, N. S., Krishnakumar, S., Chandrasekar, N., Soundranayagam, John Prince (2013) Groundwater quality assessment using WQI and GIS techniques, Dindigul district, Tamil Nadu, India. Arabian Journal of Geosciences, 6 (11) 4179-4189 doi:10.1007/s12517-012-0673-8
	Not Yet Imported: - journal-article : 10.1016/0377-2217(96)00038-0 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Minasny B, McBratney AB (2002) FuzME version 3. Australian Center for Precision and Agriculture, University of Sydney, Sydney, NSW, Australia. https://precisionagriculture.sydney.edu.au/resources/software/
	Not Yet Imported: - journal-article : 10.1016/j.ejor.2005.03.039 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Mustapha, Adamu, Aris, Ahmad Zaharin, Juahir, Hafizan, Ramli, Mohammad Firuz (2013) Surface water quality contamination source apportionment and physicochemical characterization at the upper section of the Jakara Basin, Nigeria. Arabian Journal of Geosciences, 6 (12) 4903-4915 doi:10.1007/s12517-012-0731-2
	Nasrabad H, Alizadeh M (2019) Fault-induced hydrogeochemical changes in groundwater systems in the northern Tehran region, Iran. Hydrogeol J 27(6):2341–2354. https://doi.org/10.1007/s10040-019-02047-2
	National Geographic (2011) https://www.nationalgeographic.org/encyclopedia/source/
	Nguyen, Thuy Thanh, Kawamura, Akira, Tong, Thanh Ngoc, Nakagawa, Naoko, Amaguchi, Hideo, Gilbuena, Romeo (2015) Clustering spatio–seasonal hydrogeochemical data using self-organizing maps for groundwater quality assessment in the Red River Delta, Vietnam. Journal of Hydrology, 522. 661-673 doi:10.1016/j.jhydrol.2015.01.023
	Not Yet Imported: - journal-article : 10.1007/s11356-019-06024-x If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.1016/S0304-3800(02)00258-2 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - report : 10.3133/wri954227 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Parkhurst, David L., Christenson, Scott C., Breit, George N. (1993) Ground-water-quality assessment of the Central Oklahoma Aquifer, Oklahoma: Geochemical and geohydrologic investigations. Open-File Report Vol. 1993 (92-642) US Geological Survey doi:10.3133/ofr92642
	Not Yet Imported: - report : 10.3133/wri994259 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Peng, Kang, Li, Xibing, Wang, Zewei (2015) Hydrochemical characteristics of groundwater movement and evolution in the Xinli deposit of the Sanshandao gold mine using FCM and PCA methods. Environmental Earth Sciences, 73 (12). 7873-7888 doi:10.1007/s12665-014-3938-6
	Phamtoan, Dinh, Vovan, Tai (2023) The fuzzy cluster analysis for interval value using genetic algorithm and its application in image recognition. Computational Statistics, 38 (1) 25-51 doi:10.1007/s00180-022-01215-6
	Piper, Arthur M. (1944) A graphic procedure in the geochemical interpretation of water-analyses. Transactions, American Geophysical Union, 25 (6) 914 doi:10.1029/tr025i006p00914
	Qin, Caiqing, Li, Si-Liang, Waldron, Susan, Yue, Fu-Jun, Wang, Zhong-Jun, Zhong, Jun, Ding, Hu, Liu, Cong-Qiang (2020) High-frequency monitoring reveals how hydrochemistry and dissolved carbon respond to rainstorms at a karstic critical zone, Southwestern China. Science of The Total Environment, 714. 136833pp. doi:10.1016/j.scitotenv.2020.136833
	Quino Lima, Israel, Ramos Ramos, Oswaldo, Ormachea Muñoz, Mauricio, Quintanilla Aguirre, Jorge, Duwig, Celine, Maity, Jyoti Prakash, Sracek, Ondra, Bhattacharya, Prosun (2020) Spatial dependency of arsenic, antimony, boron and other trace elements in the shallow groundwater systems of the Lower Katari Basin, Bolivian Altiplano. Science of The Total Environment, 719. 137505pp. doi:10.1016/j.scitotenv.2020.137505
	Rahbar, Akram, Vadiati, Meysam, Talkhabi, Mahdi, Nadiri, Ata Allah, Nakhaei, Mohammad, Rahimian, Mahdi (2020) A hydrogeochemical analysis of groundwater using hierarchical clustering analysis and fuzzy C-mean clustering methods in Arak plain, Iran. Environmental Earth Sciences, 79 (13) doi:10.1007/s12665-020-09064-6
	Vema, Vamsikrishna, Sudheer, K.P., Chaubey, I. (2018) Hydrologic design of water harvesting structures through simulation-optimization framework. Journal of Hydrology, 563. 460-469 doi:10.1016/j.jhydrol.2018.06.020
	Regional Water Company of Tehran (2021) Internal data archieve. Unpublished Internal Document.
	Ritter H, Martinetz T, Schulten K (1992) Neural computation and self-organizing maps. Addison-Wesley, Reading, MA
	RockWare Inc. (1999) RockWorks plotting software, Golden. https://www.rockware.com/
	Salimi M, Nassery HR, Nikpeyman Y, et al. (2023) Comparison of physical and chemical characteristics of rivers water in north Tehran. Adv Appl Geol 13:836–856. (in Persian) https://doi.org/10.22055/aag.2023.42410.2329
	Schoeller H (1962). Les eaux souterraines. Masson et Cie, Paris, France.
	Leong, Sui, Ismail, Johan, Denil, Nurdiyana, Sarbini, Shahrul, Wasli, Wafri, Debbie, Arlene (2018) Microbiological and Physicochemical Water Quality Assessments of River Water in an Industrial Region of the Northwest Coast of Borneo. Water, 10 (11) 1648pp. doi:10.3390/w10111648
	Singh, Kunwar P., Malik, Amrita, Mohan, Dinesh, Sinha, Sarita (2004) Multivariate statistical techniques for the evaluation of spatial and temporal variations in water quality of Gomti River (India)—a case study. Water Research, 38. 3980-3992 doi:10.1016/j.watres.2004.06.011
	Sotudian S, Fazel Zarandi MH (2021) Interval Type-2 Enhanced Possibilistic Fuzzy C-Means Clustering for Gene Expression Data Analysis. arXiv preprint arXiv:2101.00304. https://arxiv.org/abs/2101.00304.
	Sracek, Ondra, Bhattacharya, Prosun, Jacks, Gunnar, Gustafsson, Jon-Petter, Brömssen, Mattias von (2004) Behavior of arsenic and geochemical modeling of arsenic enrichment in aqueous environments. Applied Geochemistry, 19 (2) 169-180 doi:10.1016/j.apgeochem.2003.09.005
	Not Yet Imported: - journal-article : 10.1109/21.286385 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.1016/j.jksuci.2017.09.010 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: Journal of Environmental Management - journal-article : 10.1016/j.jenvman.2017.05.059 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Tegegne, Getachew, Kim, Young-Oh (2020) Representing inflow uncertainty for the development of monthly reservoir operations using genetic algorithms. Journal of Hydrology, 586. 124876pp. doi:10.1016/j.jhydrol.2020.124876
	Not Yet Imported: - edited-book : 10.1016/C2020-0-02703-9 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Hien Than, Nguyen, Dinh Ly, Che, Van Tat, Pham (2021) The performance of classification and forecasting Dong Nai River water quality for sustainable water resources management using neural network techniques. Journal of Hydrology, 596. 126099pp. doi:10.1016/j.jhydrol.2021.126099
	Tapia, Joseline, Mukherjee, Abhijit, Rodríguez, María Pía, Murray, Jesica, Bhattacharya, Prosun (2022) Role of tectonics and climate on elevated arsenic in fluvial systems: Insights from surface water and sediments along regional transects of Chile. Environmental Pollution, 314. 120151 doi:10.1016/j.envpol.2022.120151
	Not Yet Imported: Ecological Indicators - journal-article : 10.1016/j.ecolind.2020.107218 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: Journal of Water and Land Development - journal-article : 10.2478/jwld-2019-0074 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: IEEE Transactions on Neural Networks - journal-article : 10.1109/72.846731 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Not Yet Imported: - journal-article : 10.1016/j.scitotenv.2020.141284 If you would like this item imported into the Digital Library, please contact us quoting Journal ID
	Whelan, M.J., Linstead, C., Worrall, F., Ormerod, S.J., Durance, I., Johnson, A.C., Johnson, D., Owen, M., Wiik, E., Howden, N.J.K., Burt, T.P., Boxall, A., Brown, C.D., Oliver, D.M., Tickner, D. (2022) Is water quality in British rivers “better than at any time since the end of the Industrial Revolution”?. Science of The Total Environment, 843. 157014 doi:10.1016/j.scitotenv.2022.157014
	Wilks DS (2011). Statistical Methods in the Atmospheric Sciences. 3rd Edition. Academic Press, Oxford, UK.
	Xue, Mianqiang, Zhou, Liang, Kojima, Naoya, dos Muchangos, Leticia Sarmento, Machimura, Takashi, Tokai, Akihiro (2018) Application of fuzzy c-means clustering to PRTR chemicals uncovering their release and toxicity characteristics. Science of The Total Environment, 622. 861-868 doi:10.1016/j.scitotenv.2017.12.032
	Yang, Jing, Ye, Ming, Tang, Zhonghua, Jiao, Tian, Song, Xiaoyu, Pei, Yongzhen, Liu, Honghua (2020) Using cluster analysis for understanding spatial and temporal patterns and controlling factors of groundwater geochemistry in a regional aquifer. Journal of Hydrology, 583. 124594pp. doi:10.1016/j.jhydrol.2020.124594
	Yang, M.-S. (1993) A survey of fuzzy clustering. Mathematical and Computer Modelling, 18. 1-16 doi:10.1016/0895-7177(93)90202-a

See Also

These are possibly similar items as determined by title/reference text matching only.

	Bayat, Narges, Sadeghi, Erfan, Nassery, Hamid Reza (2024) Evaluating the characteristics of geological structures in karst groundwater inflow, Nowsud Tunnel. Journal of Mountain Science, 21 (10). doi:10.1007/s11629-024-8932-1
	Eskandari, Effat, Mohammadzadeh, Hossein, Nassery, Hamidreza, Vadiati, Meysam, Zadeh, Alireza Mohammad, Kisi, Ozgur (2022) Delineation of isotopic and hydrochemical evolution of karstic aquifers with different cluster-based (HCA, KM, FCM and GKM) methods. Journal of Hydrology, 609. 127706pp. doi:10.1016/j.jhydrol.2022.127706
	Gholami, Vahid, Khaleghi, Mohammad Reza, Taghvaye Salimi, Edris (2020) Groundwater quality modeling using self-organizing map (SOM) and geographic information system (GIS) on the Caspian southern coasts. Journal of Mountain Science, 17 (7) 1724-1734 doi:10.1007/s11629-019-5483-y
	Liu, Jialiang (2025) Monthly velocity estimation of mountain glaciers based on Sentinel-1A data. Journal of Mountain Science, 22 (8). doi:10.1007/s11629-024-9120-z
	Ehteshami-Moinabadi, Mohsen; Yassaghi, Ali (2025) Structural segmentation of a mountain front fault evolved as an oblique thrust system: the North Tehran Fault case study. Journal of Mountain Science, 22 (7). doi:10.1007/s11629-025-9650-z
	Jafari, Farnoosh, Nassery, Hamid Reza, Alijani, Farshad, Maknooni Gilani, Saeid (2025) Identification of salinity sources in groundwater at Golgohar Mine using self-organizing maps (SOM) and correlation analysis: a hydrogeochemical and isotopic approach, south-central Iran. Environmental Geochemistry and Health, 47 (4). doi:10.1007/s10653-025-02414-y
	Vadiati, Meysam, Beynaghi, Ali, Bhattacharya, Prosun, Bandala, Erick R., Mozafari, Masoud (2022) Indirect effects of COVID-19 on the environment: How deep and how long?. Science of The Total Environment, 810. 152255pp. doi:10.1016/j.scitotenv.2021.152255
	Rahimi, Dariush; Hasheminasab, Sadat; Bashirian, Fatemeh (2025) Impact of climate change on river flow in the Zagros Mountain Region, Iran. Journal of Mountain Science, 22 (7). doi:10.1007/s11629-024-9225-4
	Rahbar, Akram, Vadiati, Meysam, Talkhabi, Mahdi, Nadiri, Ata Allah, Nakhaei, Mohammad, Rahimian, Mahdi (2020) A hydrogeochemical analysis of groundwater using hierarchical clustering analysis and fuzzy C-mean clustering methods in Arak plain, Iran. Environmental Earth Sciences, 79 (13) doi:10.1007/s12665-020-09064-6
	Jia, Yifan; Yang, Hongjuan; Zhang, Shaojie; Wang, Xiuying (2025) Connection methods in landslide susceptibility assessment: Suitability evaluation based on environmental factor type. Journal of Mountain Science, 22 (8). doi:10.1007/s11629-024-9429-7
	Ming, Can, He, Manchao, Wang, Jiong, Liu, Jianning, Coli, Massimo (2025) Control technology of surrounding rock stability based on compensation theory in gob-side entry retaining with composite hard roof. Journal of Mountain Science, 22 (3). doi:10.1007/s11629-024-8780-z