{"title":"Inorgainc fouling and it fouling reduction in direct contact membrane distillation process","authors":"Taekgi Lee, Seung-hyun Kim","doi":"10.11001/jksww.2020.34.2.115","DOIUrl":"https://doi.org/10.11001/jksww.2020.34.2.115","url":null,"abstract":"","PeriodicalId":16258,"journal":{"name":"Journal of Korean Society of Water and Wastewater","volume":"102 1","pages":"115-125"},"PeriodicalIF":0.0,"publicationDate":"2020-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73343831","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Study of structural properties and development of high strength Cured-In-Place Pipe (CIPP) liner for sewer pipes using glass fiber","authors":"H. Ji, D. Koo, S. Yoo, Jeong-Hee Kang","doi":"10.11001/jksww.2020.34.2.149","DOIUrl":"https://doi.org/10.11001/jksww.2020.34.2.149","url":null,"abstract":"","PeriodicalId":16258,"journal":{"name":"Journal of Korean Society of Water and Wastewater","volume":"179 1","pages":"149-159"},"PeriodicalIF":0.0,"publicationDate":"2020-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74137729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Development of a system dynamics computer model to simulate the operational effects of the new environmental technology certification system","authors":"Taeyoung Kim, Suwan Park","doi":"10.11001/jksww.2020.34.2.105","DOIUrl":"https://doi.org/10.11001/jksww.2020.34.2.105","url":null,"abstract":"","PeriodicalId":16258,"journal":{"name":"Journal of Korean Society of Water and Wastewater","volume":"27 1","pages":"105-114"},"PeriodicalIF":0.0,"publicationDate":"2020-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84217037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A study on the treatment of water discharge from the water treatment plant using end-free submerged membrane","authors":"Jun‐Hyun Kim, J. Jang, Jinho Kim, Kwang-Duck Park","doi":"10.11001/jksww.2020.34.2.093","DOIUrl":"https://doi.org/10.11001/jksww.2020.34.2.093","url":null,"abstract":"","PeriodicalId":16258,"journal":{"name":"Journal of Korean Society of Water and Wastewater","volume":"9 1","pages":"93-104"},"PeriodicalIF":0.0,"publicationDate":"2020-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82039471","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kyeong-deok Park, D. Kang, Y. So, J. Cho, Il-Kyu Kim
{"title":"Degradation characteristics and intermediate study of tetracycline in aqueous system by liquid ferrate(VI)","authors":"Kyeong-deok Park, D. Kang, Y. So, J. Cho, Il-Kyu Kim","doi":"10.11001/jksww.2020.34.1.061","DOIUrl":"https://doi.org/10.11001/jksww.2020.34.1.061","url":null,"abstract":"","PeriodicalId":16258,"journal":{"name":"Journal of Korean Society of Water and Wastewater","volume":"31 1","pages":"61-73"},"PeriodicalIF":0.0,"publicationDate":"2020-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72713271","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Cooperation plan between South-North Korea in the water environment sector","authors":"Geon-ha Kim","doi":"10.11001/jksww.2020.34.1.023","DOIUrl":"https://doi.org/10.11001/jksww.2020.34.1.023","url":null,"abstract":"","PeriodicalId":16258,"journal":{"name":"Journal of Korean Society of Water and Wastewater","volume":"123 1","pages":"23-33"},"PeriodicalIF":0.0,"publicationDate":"2020-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80768058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Gwan-Woo Shin, Seung-Kyu Choi, Jin-su Kim, kyoungja Weon, Sang-Ill Lee
{"title":"Degradation characteristics and upgrading biodegradability of phenol by dielectric barrier discharge plasma using catalyst","authors":"Gwan-Woo Shin, Seung-Kyu Choi, Jin-su Kim, kyoungja Weon, Sang-Ill Lee","doi":"10.11001/jksww.2020.34.1.075","DOIUrl":"https://doi.org/10.11001/jksww.2020.34.1.075","url":null,"abstract":"","PeriodicalId":16258,"journal":{"name":"Journal of Korean Society of Water and Wastewater","volume":"4 1","pages":"75-83"},"PeriodicalIF":0.0,"publicationDate":"2020-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85151646","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Prediction of high turbidity in rivers using LSTM algorithm","authors":"Jungsu Park, Hyunho Lee","doi":"10.11001/jksww.2020.34.1.035","DOIUrl":"https://doi.org/10.11001/jksww.2020.34.1.035","url":null,"abstract":"Turbidity has various effects on the water quality and ecosystem of a river. High turbidity during floods increases the operation cost of a drinking water supply system. Thus, the management of turbidity is essential for providing safe water to the public. There have been various efforts to estimate turbidity in river systems for proper management and early warning of high turbidity in the water supply process. Advanced data analysis technology using machine learning has been increasingly used in water quality management processes. Artificial neural networks(ANNs) is one of the first algorithms applied, where the overfitting of a model to observed data and vanishing gradient in the backpropagation process limit the wide application of ANNs in practice. In recent years, deep learning, which overcomes the limitations of ANNs, has been applied in water quality management. LSTM(Long-Short Term Memory) is one of novel deep learning algorithms that is widely used in the analysis of time series data. In this study, LSTM is used for the prediction of high turbidity(>30 NTU) in a river from the relationship of turbidity to discharge, which enables early warning of high turbidity in a drinking water supply system. The model showed 0.98, 0.99, 0.98 and 0.99 for precision, recall, F1-score and accuracy respectively, for the prediction of high turbidity in a river with 2 hour frequency data. The sensitivity of the model to the observation intervals of data is also compared with time periods of 2 hour, 8 hour, 1 day and 2 days. The model shows higher precision with shorter observation intervals, which underscores the importance of collecting high frequency data for better management of water resources in the future.","PeriodicalId":16258,"journal":{"name":"Journal of Korean Society of Water and Wastewater","volume":"249 1","pages":"35-43"},"PeriodicalIF":0.0,"publicationDate":"2020-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87407127","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jun-Young Kim, Ji-Soon Hwang, Younggyun Choi, G. Shin
{"title":"Effects of pyrolysis temperature of the waste cattle bone char on the fluoride adsorption characteristics","authors":"Jun-Young Kim, Ji-Soon Hwang, Younggyun Choi, G. Shin","doi":"10.11001/jksww.2020.34.1.001","DOIUrl":"https://doi.org/10.11001/jksww.2020.34.1.001","url":null,"abstract":"","PeriodicalId":16258,"journal":{"name":"Journal of Korean Society of Water and Wastewater","volume":"6 1","pages":"1-8"},"PeriodicalIF":0.0,"publicationDate":"2020-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85027310","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Cost analysis of water supply and development of desalination vessel as a drought response","authors":"Hayeon Yang, J. Koo, T. Hwang, Seongpil Jeong","doi":"10.11001/jksww.2020.34.1.053","DOIUrl":"https://doi.org/10.11001/jksww.2020.34.1.053","url":null,"abstract":"","PeriodicalId":16258,"journal":{"name":"Journal of Korean Society of Water and Wastewater","volume":"30 1","pages":"53-60"},"PeriodicalIF":0.0,"publicationDate":"2020-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88002712","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}