Predicting Chlorophyll-a Concentrations in the World’s Largest Lakes Using Kolmogorov-Arnold Networks: Environmental Science & Technology

Mohammad Javad Saravani; Roohollah Noori; Changhyun Jun; Dongkyun Kim; Sayed M. Bateni; Peiman Kianmehr; Richard Iestyn Woolway

doi:10.1021/acs.est.4c11113

Predicting Chlorophyll-a Concentrations in the World’s Largest Lakes Using Kolmogorov-Arnold Networks: Environmental Science & Technology

Mohammad Javad Saravani, Roohollah Noori, Changhyun Jun, Dongkyun Kim, Sayed M. Bateni, Peiman Kianmehr, Richard Iestyn Woolway

School of Ocean Sciences

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	1801-1810
Number of pages	10
Journal	Environmental Science and Technology
Volume	59
Issue number	3
Early online date	16 Jan 2025
DOIs	https://doi.org/10.1021/acs.est.4c11113
Publication status	E-pub ahead of print - 16 Jan 2025

Access to Document

10.1021/acs.est.4c11113

Embargoed Document

ES&T
Accepted author manuscript, 4.31 MB
Embargo ends: 16/01/26

Cite this

@article{be16ddbebb1f4d109da99854fb3dfb13,

title = "Predicting Chlorophyll-a Concentrations in the World{\textquoteright}s Largest Lakes Using Kolmogorov-Arnold Networks: Environmental Science & Technology",

author = "Saravani, {Mohammad Javad} and Roohollah Noori and Changhyun Jun and Dongkyun Kim and Bateni, {Sayed M.} and Peiman Kianmehr and Woolway, {Richard Iestyn}",

note = "doi: 10.1021/acs.est.4c11113",

year = "2025",

month = jan,

day = "16",

doi = "10.1021/acs.est.4c11113",

language = "English",

volume = "59",

pages = "1801--1810",

journal = "Environmental Science and Technology",

issn = "0013-936X",

publisher = "American Chemical Society",

number = "3",

}

TY - JOUR

T1 - Predicting Chlorophyll-a Concentrations in the World’s Largest Lakes Using Kolmogorov-Arnold Networks

T2 - Environmental Science & Technology

AU - Saravani, Mohammad Javad

AU - Noori, Roohollah

AU - Jun, Changhyun

AU - Kim, Dongkyun

AU - Bateni, Sayed M.

AU - Kianmehr, Peiman

AU - Woolway, Richard Iestyn

N1 - doi: 10.1021/acs.est.4c11113

PY - 2025/1/16

Y1 - 2025/1/16

U2 - 10.1021/acs.est.4c11113

DO - 10.1021/acs.est.4c11113

M3 - Article

SN - 0013-936X

VL - 59

SP - 1801

EP - 1810

JO - Environmental Science and Technology

JF - Environmental Science and Technology

IS - 3

ER -