{"id":24,"date":"2022-07-28T01:50:38","date_gmt":"2022-07-28T01:50:38","guid":{"rendered":"https:\/\/liutonglab.com\/?page_id=24"},"modified":"2026-05-28T01:54:08","modified_gmt":"2026-05-28T01:54:08","slug":"publications","status":"publish","type":"page","link":"https:\/\/liutonglab.com\/index.php\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"\n

24. Xiao, H., Tang, G., Zhang, S., Wu, Z., Liu, Q., Feng, S., Fan, Y., Liu, T., Qian, X., <\/em>Li, H.*, 2026. Flux dynamics and scenario simulation of PFAS under extreme hydrological perturbations in urban tributary flowing into the Yangtze River: A focus on floods. Journal of Hazardous Materials<\/em> 503, 141161. https:\/\/doi.org\/10.1016\/j.jhazmat.2026.141161<\/a>.<\/p>\n\n\n\n

23. Nie, Q., Liu, T.*, 2026. Large language models for environmental modeling: Framework, capabilities, constraints. Journal of Environmental Management<\/em> 398, 128417. https:\/\/doi.org\/10.1016\/j.jenvman.2025.128417<\/a>.<\/p>\n\n\n\n

22. Cruz Peraza, E.I., Liu, T.*, 2026. Life Cycle Assessment of road expansion: Baseline environmental impacts in El Salvador. Science of The Total Environment<\/em> 1017, 181501. https:\/\/doi.org\/10.1016\/j.scitotenv.2026.181501<\/a><\/p>\n\n\n\n

21. Chen, C., Yuan, S., Liu, T.*, <\/em>Cai Z.*, 2026. Perfluorooctanoic acid (PFOA) impairs motor neuron development and locomotor behavior in zebrafish larvae via ROS-mediated oxidative stress. Journal of Hazardous Materials Advances<\/em> 21, 100990. https:\/\/doi.org\/10.1016\/j.hazadv.2025.100990<\/a><\/p>\n\n\n\n

20. Xiao, H., Liu, K., Deng, L., Yang, W., Sun, L., Yi, A., Zhang, Y., Qian, X., Liu, T., Li, H.*, 2026. Insights into the prediction and driving factors of perfluorinated and polyfluoroalkyl substances in sediments from Taihu Lake of China using machine learning models. Environmental Pollution<\/em> 386, 127294. https:\/\/doi.org\/10.1016\/j.envpol.2025.127294<\/a><\/p>\n\n\n\n

19. (2025 JHM Best Paper Awards) <\/strong>Deng, L., Liu, K., Fan, Y., Qian, X., Ke, T., Liu, T., Li, M., Xu, X., Yang, D., Li, H. (2025). Interpretable machine learning models reveal the partnership of microplastics and perfluoroalkyl substances in sediments at a century scale. Journal of Hazardous Materials<\/em> 486, 137018. https:\/\/doi.org\/10.1016\/j.jhazmat.2024.137018<\/a><\/p>\n\n\n\n

18. Nie, Q., Liu, T.* (2025). Large language models: Tools for new environmental decision-making. Journal of Environmental Management<\/em> 375, 124373. https:\/\/doi.org\/10.1016\/j.jenvman.2025.12437318<\/a>.<\/p>\n\n\n\n

17. Nie, Q., Liu, T.* (2024). Public complaints of water pollution: A long-term spatiotemporal analysis in Japan. Journal of Cleaner Production<\/em> 482, 144239. https:\/\/doi.org\/10.1016\/j.jclepro.2024.144239<\/a><\/p>\n\n\n\n

16. Rao, W., Fan, Y., Li, H., Qian, X., Liu, T.<\/span>, (2024). New insights into the long-term dynamics and deposition-suspension distribution of atmospheric microplastics in an urban area. Journal of Hazardous Materials<\/em>, 463, 132860. https:\/\/doi.org\/10.1016\/j.jhazmat.2023.132860<\/a><\/p>\n\n\n\n

15. Wang, S., Liu, T.*, Qian, X., Wang, H., Wang, X., Wei, S., & Chen, H. (2023). Contamination of the urban river network with perfluoroalkyl acids (PFAAs) introduced during river regulations. Science of The Total Environment<\/em>, 893, 164775. https:\/\/doi.org\/10.1016\/j.scitotenv.2023.164775<\/a><\/p>\n\n\n\n

14. Rao, W., Qian, X., Fan, Y., & Liu, T. (2023). A soft sensor for simulating algal cell density based on dynamic response to environmental changes in a eutrophic shallow lake. Science of the Total Environment<\/em>, 868, 161543. https:\/\/doi.org\/10.1016\/j.scitotenv.2023.161543<\/a><\/p>\n\n\n\n

13. Wang, S., Liu, T.*, Qian, X., Wang, H., Li, M., Wang, X., Wei, S., & Chen, H. (2023). Microbial plankton responses to perfluoroalkyl acids and their alternatives in the aquatic environment. Journal of Hazardous Materials<\/em>, 441, 129980. https:\/\/doi.org\/10.1016\/j.jhazmat.2022.129980<\/a><\/p>\n\n\n\n

12. (ESI Highly Cited Paper top 1% in Environment\/Ecology) <\/strong>Fan, Y., Zheng, J., Deng, L., Rao, W., Zhang, Q., Liu, T.*, & Qian, X*. (2022). Spatiotemporal dynamics of microplastics in an urban river network area. Water Research<\/em>, 212<\/em>, 118116. https:\/\/doi.org\/10.1016\/j.watres.2022.118116<\/a><\/p>\n\n\n\n

11. Fan, Y., Liu, T., Qian, X.*, Deng, L., Rao, W., Zhang, Q., Zheng, J., & Gao, X. (2022). Metabolic impacts of polystyrene microplastics on the freshwater microalga Microcystis aeruginosa. Science of the Total Environment<\/em>, 836<\/em>, 155655. https:\/\/doi.org\/10.1016\/j.scitotenv.2022.155655<\/a><\/p>\n\n\n\n

10. Lu, H., Yang, L., Fan, Y., Qian, X.*, & Liu, T.* (2022). Novel simulation of aqueous total nitrogen and phosphorus concentrations in Taihu Lake with machine learning. Environmental Research<\/em>, 204<\/em>(PB), 111940. https:\/\/doi.org\/10.1016\/j.envres.2021.111940<\/a><\/p>\n\n\n\n

9. Zhang, Q., Liu, T., Liu, L., Fan, Y., Rao, W., Zheng, J., & Qian, X*. (2021). Distribution and sedimentation of microplastics in Taihu Lake. Science of The Total Environment<\/em>, 795<\/em>, 148745. https:\/\/doi.org\/10.1016\/j.scitotenv.2021.148745<\/a><\/p>\n\n\n\n

8. Liu, T.*, Qian, X., Wang, S., Wang, H., Wei, S., & Chen, H. (2021). Occurrence and transport of perfluoroalkyl acids (PFAAs) in a Yangtze River water diversion project during water diversion and flooding. Water Research<\/em>, 205<\/em>, 117662. https:\/\/doi.org\/10.1016\/j.watres.2021.117662<\/a><\/p>\n\n\n\n

7. Lu, H., Li, H., Liu, T., Fan, Y., Yuan, Y., Xie, M., & Qian, X*. (2019). Simulating heavy metal concentrations in an aquatic environment using artificial intelligence models and physicochemical indexes. Science of The Total Environment<\/em>, 694<\/em>, 133591. https:\/\/doi.org\/10.1016\/j.scitotenv.2019.133591<\/a><\/p>\n\n\n\n

6. Liu, T.*, Tsuda, M., & Iwami, Y. (2017). A study on flood forecasting in the Upper Indus Basin considering snow and glacier melt water. Journal of Disaster Research<\/em>, 12<\/em>(4), 793\u2013805. doi: 10.20965\/jdr.2017.p0793<\/a><\/p>\n\n\n\n

5. Liu, T.*, Kinouchi, T., Mendoza, J., & Iwami, Y. (2016). Glacier mass balance and catchment-scale water balance in Bolivian Andes. Journal of Disaster Research<\/em>, 11<\/em>(6), 1040\u20131051. doi: 10.20965\/jdr.2016.p1040<\/a><\/p>\n\n\n\n

4. Liu, T.*, Kinouchi, T., & Ledezma, F. (2013). Characterization of recent glacier decline in the Cordillera Real by LANDSAT, ALOS, and ASTER data. Remote Sensing of Environment<\/em>, 137<\/em>, 158\u2013172. https:\/\/doi.org\/10.1016\/j.rse.2013.06.010<\/a><\/p>\n\n\n\n

3. Kinouchi, T.*, Liu, T., Mendoza, J., & Asaoka, Y. (2013). Modeling glacier melt and runoff in a high-altitude headwater catchment in the Cordillera Real, Andes. Hydrology and Earth System Sciences Discussions<\/em>, 10<\/em>(11), 13093\u201313144. https:\/\/doi.org\/10.5194\/hessd-10-13093-2013<\/a><\/p>\n\n\n\n

2. Liu, T.*, Kinouchi, T., & Ledezma, F. (2013). Spatial distribution of glacier melt deduced from solar radiation mapping with refined atmospheric parameters. Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)<\/em>, 69<\/em>(4), 181\u2013186.<\/p>\n\n\n\n

1. Liu, T.*, & Kinouchi, T. (2012). Water balance of glacierized catchments in tropics: a case study in Bolivian Andes. Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)<\/em>, 68<\/em>(4), 247\u2013252.<\/p>\n\n\n\n

Non-English<\/h3>\n\n\n\n

4. Chen, N., Liu, T., & Qian, X. (2022). Calculation and Analysis of Phosphorus Flux of Wangyu River Into and Out from Lake Taihu. Henan Water Resources & South-to-North Water Diversion<\/em>, 7, 94\u201395 (Chinese).<\/p>\n\n\n\n

3. Xie, M., Qian, X., Liu, T., Li, X., Fan, Y., Lu, H., & Yuan, Y. (2020). River health assessment based on M-IBI index: Taking Wuxi as an example. Acta Scientiae Circumstantiae<\/em>, 40<\/em>, 1\u20139 (Chinese).<\/p>\n\n\n\n

2. Iwami, Y., Tsuda, M., Yamazaki, Y., & Liu T. (2016). Research and Development and Challenge in Field Application for Strengthening Flood Warning and Management Capacity in Developing Countries. Civil Engineering Journal<\/em>, 58<\/em>(12), 10\u201313. (Japanese)<\/p>\n\n\n\n

1. Kinouchi, T., Ledezma, F., Liu, T., & Mendoza, J. (2013). Impact of Glacier Disappearance on Runoff from a Glacierized Catchment in the Andes. Journal of Japan Society of Civil Engineers, Ser. B1 (Hydraulic Engineering)<\/em>, 69<\/em>(4), 415\u2013420. (Japanese)<\/p>\n\n\n\n

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24. Xiao, H., Tang, G., Zhang, S., Wu, Z., Liu, Q., Feng, S., Fan, Y., Liu, T., Qian, X., Li, H.*, 2026. Flux dynamics and scenario simulation of PFAS under extreme hydrological perturbations in urban tributary flowing into the Yangtze River: A focus on floods. Journal of Hazardous Materials 503, 141161. https:\/\/doi.org\/10.1016\/j.jhazmat.2026.141161. 23. Nie, Q.,…<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-24","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/liutonglab.com\/index.php\/wp-json\/wp\/v2\/pages\/24","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/liutonglab.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/liutonglab.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/liutonglab.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/liutonglab.com\/index.php\/wp-json\/wp\/v2\/comments?post=24"}],"version-history":[{"count":9,"href":"https:\/\/liutonglab.com\/index.php\/wp-json\/wp\/v2\/pages\/24\/revisions"}],"predecessor-version":[{"id":236,"href":"https:\/\/liutonglab.com\/index.php\/wp-json\/wp\/v2\/pages\/24\/revisions\/236"}],"wp:attachment":[{"href":"https:\/\/liutonglab.com\/index.php\/wp-json\/wp\/v2\/media?parent=24"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}