Calibration-free on-site detection of microcystin-LR using integrated biosensing, multi-parameter water quality monitoring, and machine learning.
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| Title: | Calibration-free on-site detection of microcystin-LR using integrated biosensing, multi-parameter water quality monitoring, and machine learning. |
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| Authors: | Kim M; Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA; Department of Biological and Environmental Science, Dongguk University, Goyang, Gyeonggi-do, South Korea., Adjei-Nimoh S; Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA., Park J; Department of Civil and Environmental Engineering, Hanbat National University, 125, Dongseo-daero, Yuseong-gu, Daejeon 34158, South Korea. Electronic address: parkjs@hanbat.ac.kr., Egon SS; Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA., Choi E; Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA., Pak G; Strategic Planning Team, UnU Inc., #1005, 27, Digital-ro 33-gil, Guro-gu, Seoul 08380, South Korea., You K; Strategic Planning Team, UnU Inc., #1005, 27, Digital-ro 33-gil, Guro-gu, Seoul 08380, South Korea., Sadmani AHMA; Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA., Kim KT; Department of Biological and Environmental Science, Dongguk University, Goyang, Gyeonggi-do, South Korea., Lee WH; Department of Civil, Environmental, and Construction Engineering, University of Central Florida, Orlando, FL, USA. Electronic address: woohyoung.lee@ucf.edu. |
| Source: | Water research [Water Res] 2026 Jun 15; Vol. 298, pp. 125832. Date of Electronic Publication: 2026 Mar 26. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Pergamon Press Country of Publication: England NLM ID: 0105072 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2448 (Electronic) Linking ISSN: 00431354 NLM ISO Abbreviation: Water Res Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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