Unraveling clothianidin sorption in tropical agricultural soils enriched with rice straw-based farmyard manure
The widespread use of clothianidin as a pest control agent has led to its contamination in soil and water environments. We conducted an adsorption–desorption study of clothianidin in two different agricultural soils, namely Delhi and Manipur soils, with and without rice straw-based FYM amendments at...
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description | The widespread use of clothianidin as a pest control agent has led to its contamination in soil and water environments. We conducted an adsorption–desorption study of clothianidin in two different agricultural soils, namely Delhi and Manipur soils, with and without rice straw-based FYM amendments at 0.1, 0.2, 0.5, 1, and 2 μg/ml by using the batch equilibrium method. The results demonstrated that the equilibrium adsorption data conformed well to the Freundlich isotherm model (1/
n
< 1), with R
2
values above 0.98 and standard error of estimation (SEE) below 0.60. Additionally, the pseudo-first-order kinetics model provided the best fit for the adsorption of rice straw-based FYM, exhibiting correlation coefficients (R
2
) greater than or equal to 0.986 and SEE values of 0.41 or higher. Among the tested soils, Manipur soil amended with rice straw-based FYM (59.38–60.55%) exhibited the highest clothianidin adsorption capacity, followed by Delhi soil with rice straw-based FYM (54.75–55.28%), Manipur soil (52.53–53.26%), and Delhi soil (46.26–49.37%). Moreover, artificial neural networks (ANNs) also confirmed the importance of organic carbon and clay content through the adsorption coefficient (Kd) model. Characterization of the FYM using Fourier-transform infrared spectroscopy (FTIR) and scanning electron microscopy-energy-dispersive X-ray spectroscopy (SEM-EDS) revealed N-H stretching of aliphatic primary amine and heterogenous surface properties with calcium abundance. The findings indicate that the addition of farmyard manure (FYM) enhanced the adsorption capacity of the soil containing higher organic carbon and clay content, with significant influence of primary amine and heterogeneous surface interactions. |
doi_str_mv | 10.1007/s12517-023-11612-w |
format | Article |
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n
< 1), with R
2
values above 0.98 and standard error of estimation (SEE) below 0.60. Additionally, the pseudo-first-order kinetics model provided the best fit for the adsorption of rice straw-based FYM, exhibiting correlation coefficients (R
2
) greater than or equal to 0.986 and SEE values of 0.41 or higher. Among the tested soils, Manipur soil amended with rice straw-based FYM (59.38–60.55%) exhibited the highest clothianidin adsorption capacity, followed by Delhi soil with rice straw-based FYM (54.75–55.28%), Manipur soil (52.53–53.26%), and Delhi soil (46.26–49.37%). Moreover, artificial neural networks (ANNs) also confirmed the importance of organic carbon and clay content through the adsorption coefficient (Kd) model. Characterization of the FYM using Fourier-transform infrared spectroscopy (FTIR) and scanning electron microscopy-energy-dispersive X-ray spectroscopy (SEM-EDS) revealed N-H stretching of aliphatic primary amine and heterogenous surface properties with calcium abundance. The findings indicate that the addition of farmyard manure (FYM) enhanced the adsorption capacity of the soil containing higher organic carbon and clay content, with significant influence of primary amine and heterogeneous surface interactions.</description><identifier>ISSN: 1866-7511</identifier><identifier>EISSN: 1866-7538</identifier><identifier>DOI: 10.1007/s12517-023-11612-w</identifier><language>eng</language><publisher>Cham: Springer International Publishing</publisher><subject>Adsorption ; Agricultural land ; Amines ; Analytical methods ; Animal manures ; Artificial neural networks ; Calcium ; Clay ; Coefficients ; Contamination ; Correlation coefficient ; Correlation coefficients ; Earth and Environmental Science ; Earth science ; Earth Sciences ; Electron microscopy ; Farmyard manure ; Fourier transforms ; Infrared spectroscopy ; Insecticides ; Kinetics ; Manures ; Neural networks ; Organic carbon ; Organic soils ; Original Paper ; Pest control ; Rice ; Rice straw ; Scanning electron microscopy ; Soil ; Soil contamination ; Soil environment ; Soil pollution ; Soil testing ; Soil water ; Soils ; Spectrum analysis ; Standard error ; Straw ; Surface chemistry ; Surface properties ; X-ray spectroscopy</subject><ispartof>Arabian journal of geosciences, 2023, Vol.16 (8), Article 494</ispartof><rights>Saudi Society for Geosciences and Springer Nature Switzerland AG 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c164w-9d0b7ccebb639d748cb14bf24190ca7f250d5bc74a54cfdf8f61953de5eb65053</citedby><cites>FETCH-LOGICAL-c164w-9d0b7ccebb639d748cb14bf24190ca7f250d5bc74a54cfdf8f61953de5eb65053</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s12517-023-11612-w$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s12517-023-11612-w$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27903,27904,41467,42536,51298</link.rule.ids></links><search><creatorcontrib>Singh, Ningthoujam Samarendra</creatorcontrib><creatorcontrib>Mukherjee, Irani</creatorcontrib><title>Unraveling clothianidin sorption in tropical agricultural soils enriched with rice straw-based farmyard manure</title><title>Arabian journal of geosciences</title><addtitle>Arab J Geosci</addtitle><description>The widespread use of clothianidin as a pest control agent has led to its contamination in soil and water environments. We conducted an adsorption–desorption study of clothianidin in two different agricultural soils, namely Delhi and Manipur soils, with and without rice straw-based FYM amendments at 0.1, 0.2, 0.5, 1, and 2 μg/ml by using the batch equilibrium method. The results demonstrated that the equilibrium adsorption data conformed well to the Freundlich isotherm model (1/
n
< 1), with R
2
values above 0.98 and standard error of estimation (SEE) below 0.60. Additionally, the pseudo-first-order kinetics model provided the best fit for the adsorption of rice straw-based FYM, exhibiting correlation coefficients (R
2
) greater than or equal to 0.986 and SEE values of 0.41 or higher. Among the tested soils, Manipur soil amended with rice straw-based FYM (59.38–60.55%) exhibited the highest clothianidin adsorption capacity, followed by Delhi soil with rice straw-based FYM (54.75–55.28%), Manipur soil (52.53–53.26%), and Delhi soil (46.26–49.37%). Moreover, artificial neural networks (ANNs) also confirmed the importance of organic carbon and clay content through the adsorption coefficient (Kd) model. Characterization of the FYM using Fourier-transform infrared spectroscopy (FTIR) and scanning electron microscopy-energy-dispersive X-ray spectroscopy (SEM-EDS) revealed N-H stretching of aliphatic primary amine and heterogenous surface properties with calcium abundance. The findings indicate that the addition of farmyard manure (FYM) enhanced the adsorption capacity of the soil containing higher organic carbon and clay content, with significant influence of primary amine and heterogeneous surface interactions.</description><subject>Adsorption</subject><subject>Agricultural land</subject><subject>Amines</subject><subject>Analytical methods</subject><subject>Animal manures</subject><subject>Artificial neural networks</subject><subject>Calcium</subject><subject>Clay</subject><subject>Coefficients</subject><subject>Contamination</subject><subject>Correlation coefficient</subject><subject>Correlation coefficients</subject><subject>Earth and Environmental Science</subject><subject>Earth science</subject><subject>Earth Sciences</subject><subject>Electron microscopy</subject><subject>Farmyard manure</subject><subject>Fourier transforms</subject><subject>Infrared spectroscopy</subject><subject>Insecticides</subject><subject>Kinetics</subject><subject>Manures</subject><subject>Neural networks</subject><subject>Organic carbon</subject><subject>Organic soils</subject><subject>Original Paper</subject><subject>Pest control</subject><subject>Rice</subject><subject>Rice straw</subject><subject>Scanning electron microscopy</subject><subject>Soil</subject><subject>Soil contamination</subject><subject>Soil environment</subject><subject>Soil pollution</subject><subject>Soil testing</subject><subject>Soil water</subject><subject>Soils</subject><subject>Spectrum analysis</subject><subject>Standard error</subject><subject>Straw</subject><subject>Surface chemistry</subject><subject>Surface properties</subject><subject>X-ray spectroscopy</subject><issn>1866-7511</issn><issn>1866-7538</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kEtLxDAUhYsoOI7-AVcB19GkzaNdyuALBtw465DnTIZOWpPWMv_eaEV3ru65h3Puha8orjG6xQjxu4RLijlEZQUxZriE00mxwDVjkNOqPv3VGJ8XFyntEWI14vWiCJsQ5YdtfdgC3XbDzsvgjQ8gdbEffBdA1kPseq9lC-Q2ej22wxjzkjrfJmBDtnbWgMkPO5C1BWmIcoJKpuw6GQ9HGQ04yDBGe1mcOdkme_Uzl8Xm8eFt9QzXr08vq_s11JiRCTYGKa61VYpVjeGk1goT5UqCG6QldyVFhirNiaREO-Nqx3BDK2OpVYwiWi2Lm_luH7v30aZB7LsxhvxSlDUhnDJS45wq55SOXUrROtFHf5DxKDASX1zFzFVkruKbq5hyqZpLKYfD1sa_0_-0PgFXGn76</recordid><startdate>2023</startdate><enddate>2023</enddate><creator>Singh, Ningthoujam Samarendra</creator><creator>Mukherjee, Irani</creator><general>Springer International Publishing</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7UA</scope><scope>C1K</scope><scope>F1W</scope><scope>H96</scope><scope>L.G</scope></search><sort><creationdate>2023</creationdate><title>Unraveling clothianidin sorption in tropical agricultural soils enriched with rice straw-based farmyard manure</title><author>Singh, Ningthoujam Samarendra ; Mukherjee, Irani</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c164w-9d0b7ccebb639d748cb14bf24190ca7f250d5bc74a54cfdf8f61953de5eb65053</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Adsorption</topic><topic>Agricultural land</topic><topic>Amines</topic><topic>Analytical methods</topic><topic>Animal manures</topic><topic>Artificial neural networks</topic><topic>Calcium</topic><topic>Clay</topic><topic>Coefficients</topic><topic>Contamination</topic><topic>Correlation coefficient</topic><topic>Correlation coefficients</topic><topic>Earth and Environmental Science</topic><topic>Earth science</topic><topic>Earth Sciences</topic><topic>Electron microscopy</topic><topic>Farmyard manure</topic><topic>Fourier transforms</topic><topic>Infrared spectroscopy</topic><topic>Insecticides</topic><topic>Kinetics</topic><topic>Manures</topic><topic>Neural networks</topic><topic>Organic carbon</topic><topic>Organic soils</topic><topic>Original Paper</topic><topic>Pest control</topic><topic>Rice</topic><topic>Rice straw</topic><topic>Scanning electron microscopy</topic><topic>Soil</topic><topic>Soil contamination</topic><topic>Soil environment</topic><topic>Soil pollution</topic><topic>Soil testing</topic><topic>Soil water</topic><topic>Soils</topic><topic>Spectrum analysis</topic><topic>Standard error</topic><topic>Straw</topic><topic>Surface chemistry</topic><topic>Surface properties</topic><topic>X-ray spectroscopy</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Singh, Ningthoujam Samarendra</creatorcontrib><creatorcontrib>Mukherjee, Irani</creatorcontrib><collection>CrossRef</collection><collection>Water Resources Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ASFA: Aquatic Sciences and Fisheries Abstracts</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) 2: Ocean Technology, Policy & Non-Living Resources</collection><collection>Aquatic Science & Fisheries Abstracts (ASFA) Professional</collection><jtitle>Arabian journal of geosciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Singh, Ningthoujam Samarendra</au><au>Mukherjee, Irani</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Unraveling clothianidin sorption in tropical agricultural soils enriched with rice straw-based farmyard manure</atitle><jtitle>Arabian journal of geosciences</jtitle><stitle>Arab J Geosci</stitle><date>2023</date><risdate>2023</risdate><volume>16</volume><issue>8</issue><artnum>494</artnum><issn>1866-7511</issn><eissn>1866-7538</eissn><abstract>The widespread use of clothianidin as a pest control agent has led to its contamination in soil and water environments. We conducted an adsorption–desorption study of clothianidin in two different agricultural soils, namely Delhi and Manipur soils, with and without rice straw-based FYM amendments at 0.1, 0.2, 0.5, 1, and 2 μg/ml by using the batch equilibrium method. The results demonstrated that the equilibrium adsorption data conformed well to the Freundlich isotherm model (1/
n
< 1), with R
2
values above 0.98 and standard error of estimation (SEE) below 0.60. Additionally, the pseudo-first-order kinetics model provided the best fit for the adsorption of rice straw-based FYM, exhibiting correlation coefficients (R
2
) greater than or equal to 0.986 and SEE values of 0.41 or higher. Among the tested soils, Manipur soil amended with rice straw-based FYM (59.38–60.55%) exhibited the highest clothianidin adsorption capacity, followed by Delhi soil with rice straw-based FYM (54.75–55.28%), Manipur soil (52.53–53.26%), and Delhi soil (46.26–49.37%). Moreover, artificial neural networks (ANNs) also confirmed the importance of organic carbon and clay content through the adsorption coefficient (Kd) model. Characterization of the FYM using Fourier-transform infrared spectroscopy (FTIR) and scanning electron microscopy-energy-dispersive X-ray spectroscopy (SEM-EDS) revealed N-H stretching of aliphatic primary amine and heterogenous surface properties with calcium abundance. The findings indicate that the addition of farmyard manure (FYM) enhanced the adsorption capacity of the soil containing higher organic carbon and clay content, with significant influence of primary amine and heterogeneous surface interactions.</abstract><cop>Cham</cop><pub>Springer International Publishing</pub><doi>10.1007/s12517-023-11612-w</doi></addata></record> |
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subjects | Adsorption Agricultural land Amines Analytical methods Animal manures Artificial neural networks Calcium Clay Coefficients Contamination Correlation coefficient Correlation coefficients Earth and Environmental Science Earth science Earth Sciences Electron microscopy Farmyard manure Fourier transforms Infrared spectroscopy Insecticides Kinetics Manures Neural networks Organic carbon Organic soils Original Paper Pest control Rice Rice straw Scanning electron microscopy Soil Soil contamination Soil environment Soil pollution Soil testing Soil water Soils Spectrum analysis Standard error Straw Surface chemistry Surface properties X-ray spectroscopy |
title | Unraveling clothianidin sorption in tropical agricultural soils enriched with rice straw-based farmyard manure |
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