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Prediction of compost physicochemical properties using image-based feature extraction and machine learning.

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Title: Prediction of compost physicochemical properties using image-based feature extraction and machine learning.
Authors: Nayak A; Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, India., Rowles LS; Department of Civil Engineering & Construction, Georgia Southern University, Statesboro, GA, USA., Echols T; Department of Civil Engineering & Construction, Georgia Southern University, Statesboro, GA, USA., Bakaric B; Department of Civil Engineering & Construction, Georgia Southern University, Statesboro, GA, USA., Rowland C; Department of Civil Engineering & Construction, Georgia Southern University, Statesboro, GA, USA., Kinard C; Department of Civil Engineering & Construction, Georgia Southern University, Statesboro, GA, USA., Barnett T; Department of Civil Engineering & Construction, Georgia Southern University, Statesboro, GA, USA., Kodolkar SS; Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, India., Jhanwar S; Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, India., Moonka R; Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, India., Chakraborty S; Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, India., Weindorf DC; School of Earth, Environment, and Sustainability, Georgia Southern University, Statesboro, GA, USA. Electronic address: dweindorf@georgiasouthern.edu.
Source: Waste management (New York, N.Y.) [Waste Manag] 2026 Jul 23; Vol. 224, pp. 115769. Date of Electronic Publication: 2026 Jul 23.
Publication Type: Journal Article
Journal Info: Publisher: Pergamon Press Country of Publication: United States NLM ID: 9884362 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-2456 (Electronic) Linking ISSN: 0956053X NLM ISO Abbreviation: Waste Manag Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Prediction of compost physicochemical properties using image-based feature extraction and machine learning.
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  Data: <searchLink fieldCode="AU" term="%22Nayak+A%22">Nayak A</searchLink>; Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, India.<br /><searchLink fieldCode="AU" term="%22Rowles+LS%22">Rowles LS</searchLink>; Department of Civil Engineering & Construction, Georgia Southern University, Statesboro, GA, USA.<br /><searchLink fieldCode="AU" term="%22Echols+T%22">Echols T</searchLink>; Department of Civil Engineering & Construction, Georgia Southern University, Statesboro, GA, USA.<br /><searchLink fieldCode="AU" term="%22Bakaric+B%22">Bakaric B</searchLink>; Department of Civil Engineering & Construction, Georgia Southern University, Statesboro, GA, USA.<br /><searchLink fieldCode="AU" term="%22Rowland+C%22">Rowland C</searchLink>; Department of Civil Engineering & Construction, Georgia Southern University, Statesboro, GA, USA.<br /><searchLink fieldCode="AU" term="%22Kinard+C%22">Kinard C</searchLink>; Department of Civil Engineering & Construction, Georgia Southern University, Statesboro, GA, USA.<br /><searchLink fieldCode="AU" term="%22Barnett+T%22">Barnett T</searchLink>; Department of Civil Engineering & Construction, Georgia Southern University, Statesboro, GA, USA.<br /><searchLink fieldCode="AU" term="%22Kodolkar+SS%22">Kodolkar SS</searchLink>; Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, India.<br /><searchLink fieldCode="AU" term="%22Jhanwar+S%22">Jhanwar S</searchLink>; Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, India.<br /><searchLink fieldCode="AU" term="%22Moonka+R%22">Moonka R</searchLink>; Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, India.<br /><searchLink fieldCode="AU" term="%22Chakraborty+S%22">Chakraborty S</searchLink>; Agricultural and Food Engineering Department, Indian Institute of Technology Kharagpur, Kharagpur, India.<br /><searchLink fieldCode="AU" term="%22Weindorf+DC%22">Weindorf DC</searchLink>; School of Earth, Environment, and Sustainability, Georgia Southern University, Statesboro, GA, USA. Electronic address: dweindorf@georgiasouthern.edu.
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  Data: <searchLink fieldCode="JN" term="%229884362%22">Waste management (New York, N.Y.)</searchLink> [Waste Manag] 2026 Jul 23; Vol. 224, pp. 115769. <i>Date of Electronic Publication: </i>2026 Jul 23.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Pergamon+Press%22">Pergamon Press </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>9884362 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1879-2456 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%220956053X%22">0956053X </searchLink><i>NLM ISO Abbreviation: </i>Waste Manag <i>Subsets: </i>MEDLINE
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