Advancing Soil Health: Challenges and Opportunities in Integrating Digital Imaging, Spectroscopy, and Machine Learning for Bioindicator Analysis

ADVERTISEMENT RETURN TO ISSUEPREVReviewNEXTAdvancing Soil Health: Challenges and Opportunities in Integrating Digital Imaging, Spectroscopy, and Machine Learning for Bioindicator AnalysisLiang Wang*Liang WangGlobal Centre for Environmental Remediation, College of Engineering, Science and Environment, University of Newcastle, Callaghan, New South Wales 2308, AustraliaThe Cooperative Research Centre for High-Performance Soils, Callaghan, New South Wales 2308, Australia*Email: [email protected]More by Liang WangView Biographyhttps://orcid.org/0000-0002-5552-566X, Ying ChengYing ChengGlobal Centre for Environmental Remediation, College of Engineering, Science and Environment, University of Newcastle, Callaghan, New South Wales 2308, AustraliaThe Cooperative Research Centre for High-Performance Soils, Callaghan, New South Wales 2308, AustraliaMore by Ying ChengView Biography, Islam Md MeftaulIslam Md MeftaulGlobal Centre for Environmental Remediation, College of Engineering, Science and Environment, University of Newcastle, Callaghan, New South Wales 2308, AustraliaThe Cooperative Research Centre for High-Performance Soils, Callaghan, New South Wales 2308, AustraliaMore by Islam Md MeftaulView Biography, Fang LuoFang LuoMinistry of Education Key Laboratory for Analytical Science of Food Safety and Biology, Fujian Provincial Key Laboratory of Analysis and Detection for Food Safety, Fuzhou University, Fuzhou, Fjian 350108, ChinaMore by Fang LuoView Biographyhttps://orcid.org/0000-0003-1480-0677, Muhammad Ashad KabirMuhammad Ashad KabirThe Cooperative Research Centre for High-Performance Soils, Callaghan, New South Wales 2308, AustraliaSchool of Computing, Mathematics and Engineering, Charles Sturt University, Bathurst, New South Wales 2795, AustraliaMore by Muhammad Ashad KabirView Biographyhttps://orcid.org/0000-0002-6798-6535, Richard DoyleRichard DoyleThe Cooperative Research Centre for High-Performance Soils, Callaghan, New South Wales 2308, AustraliaTasmanian Institute of Agriculture (TIA), University of Tasmania, Launceston, Tasmania 7250, AustraliaMore by Richard DoyleView Biography, Zhenyu LinZhenyu LinMinistry of Education Key Laboratory for Analytical Science of Food Safety and Biology, Fujian Provincial Key Laboratory of Analysis and Detection for Food Safety, Fuzhou University, Fuzhou, Fjian 350108, ChinaMore by Zhenyu LinView Biographyhttps://orcid.org/0000-0001-7890-6812, and Ravi NaiduRavi NaiduGlobal Centre for Environmental Remediation, College of Engineering, Science and Environment, University of Newcastle, Callaghan, New South Wales 2308, AustraliaThe Cooperative Research Centre for High-Performance Soils, Callaghan, New South Wales 2308, AustraliaMore by Ravi NaiduView Biographyhttps://orcid.org/0000-0001-5529-8690Cite this: Anal. Chem. 2024, 96, 20, 8109–8123Publication Date (Web):March 15, 2024Publication History Received23 November 2023Accepted1 March 2024Revised1 March 2024Published online15 March 2024Published inissue 21 May 2024https://pubs.acs.org/doi/10.1021/acs.analchem.3c05311https://doi.org/10.1021/acs.analchem.3c05311review-articleACS PublicationsCopyright © 2024 American Chemical SocietyRequest reuse permissionsArticle Views639Altmetric-Citations-LEARN ABOUT THESE METRICSArticle Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to reflect usage leading up to the last few days.Citations are the number of other articles citing this article, calculated by Crossref and updated daily. Find more information about Crossref citation counts.The Altmetric Attention Score is a quantitative measure of the attention that a research article has received online. Clicking on the donut icon will load a page at altmetric.com with additional details about the score and the social media presence for the given article. Find more information on the Altmetric Attention Score and how the score is calculated. Share Add toView InAdd Full Text with ReferenceAdd Description ExportRISCitationCitation and abstractCitation and referencesMore Options Share onFacebookTwitterWechatLinked InRedditEmail Other access optionsGet e-Alertsclose SUBJECTS:Fluorescence,Machine learning,Quantum mechanics,Raman spectroscopy,Soils Get e-Alerts