Chemometrics and cheminformatics in aquatic toxicology:
"This book introduces readers to the existing and emerging problems of contamination of the aquatic environment due to various metal and organic pollutants (including industrial chemicals, pharmaceuticals, cosmetics, biocides, nanomaterials, pesticides, surfactants, dyes, etc.) and resultant ef...
Saved in:
| Other Authors: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hoboken, NJ
Wiley
2022
|
| Subjects: | |
| Online Access: | FUBA1 Volltext |
| Summary: | "This book introduces readers to the existing and emerging problems of contamination of the aquatic environment due to various metal and organic pollutants (including industrial chemicals, pharmaceuticals, cosmetics, biocides, nanomaterials, pesticides, surfactants, dyes, etc.) and resultant effects on water quality, chemical threat to the aquatic organisms and consequent effects on human health. The book discusses different chemometric (classification and pattern recognition tools, clustering techniques, principal component analysis, multivariate regression analysis, etc.) and cheminformatic (toxicophore, QSAR, data mining, etc.) tools for the non-experts and their application in analyzing and modeling toxicity data of chemicals (including metal and organic contaminants) to various aquatic organisms. Split into four sections the book covers chemometric and cheminformatic tools and protocols, case studies and literature reports, and tools and databases. Multispecies aquatic toxicity modeling will demonstrate the data gap filling in absence of toxicity data for a particular aquatic species. Various aquatic toxicity databases and chemometric software tools and webservers are covered and practical examples of model development with illustrations are provided"-- |
| Physical Description: | 1 Online-Ressource (xxii, 570 Seiten) |
| ISBN: | 9781119681397 1119681391 9781119681601 111968160X 9781119681649 1119681642 |
Staff View
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| 245 | 1 | 0 | |a Chemometrics and cheminformatics in aquatic toxicology |c edited by Kunal Roy, Professor in the Department of Pharmaceutical Technology, Jadavpur University, Kolkata, India |
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| 520 | 3 | |a "This book introduces readers to the existing and emerging problems of contamination of the aquatic environment due to various metal and organic pollutants (including industrial chemicals, pharmaceuticals, cosmetics, biocides, nanomaterials, pesticides, surfactants, dyes, etc.) and resultant effects on water quality, chemical threat to the aquatic organisms and consequent effects on human health. The book discusses different chemometric (classification and pattern recognition tools, clustering techniques, principal component analysis, multivariate regression analysis, etc.) and cheminformatic (toxicophore, QSAR, data mining, etc.) tools for the non-experts and their application in analyzing and modeling toxicity data of chemicals (including metal and organic contaminants) to various aquatic organisms. Split into four sections the book covers chemometric and cheminformatic tools and protocols, case studies and literature reports, and tools and databases. Multispecies aquatic toxicity modeling will demonstrate the data gap filling in absence of toxicity data for a particular aquatic species. Various aquatic toxicity databases and chemometric software tools and webservers are covered and practical examples of model development with illustrations are provided"-- | |
| 653 | 0 | |a Water / Pollution / Toxicology / Mathematical models | |
| 653 | 0 | |a Water / Pollution / Toxicology / Data processing | |
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| 653 | 0 | |a Chemometrics | |
| 653 | 0 | |a Cheminformatics | |
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| 653 | 0 | |a Water quality ; Mathematical models | |
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| 700 | 1 | |a Roy, Kunal |d 1971- |0 (DE-588)1185508783 |4 edt | |
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Record in the Search Index
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| discipline | Soziologie |
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| id | DE-604.BV048455920 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T20:32:29Z |
| indexdate | 2024-07-10T09:38:36Z |
| institution | BVB |
| isbn | 9781119681397 1119681391 9781119681601 111968160X 9781119681649 1119681642 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-033833976 |
| oclc_num | 1344243655 |
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| owner | DE-188 |
| owner_facet | DE-188 |
| physical | 1 Online-Ressource (xxii, 570 Seiten) |
| psigel | ZDB-35-WIC ZDB-35-WIC ZDB-35-WIC 2021 |
| publishDate | 2022 |
| publishDateSearch | 2022 |
| publishDateSort | 2022 |
| publisher | Wiley |
| record_format | marc |
| spelling | Chemometrics and cheminformatics in aquatic toxicology edited by Kunal Roy, Professor in the Department of Pharmaceutical Technology, Jadavpur University, Kolkata, India Hoboken, NJ Wiley 2022 1 Online-Ressource (xxii, 570 Seiten) txt rdacontent c rdamedia cr rdacarrier "This book introduces readers to the existing and emerging problems of contamination of the aquatic environment due to various metal and organic pollutants (including industrial chemicals, pharmaceuticals, cosmetics, biocides, nanomaterials, pesticides, surfactants, dyes, etc.) and resultant effects on water quality, chemical threat to the aquatic organisms and consequent effects on human health. The book discusses different chemometric (classification and pattern recognition tools, clustering techniques, principal component analysis, multivariate regression analysis, etc.) and cheminformatic (toxicophore, QSAR, data mining, etc.) tools for the non-experts and their application in analyzing and modeling toxicity data of chemicals (including metal and organic contaminants) to various aquatic organisms. Split into four sections the book covers chemometric and cheminformatic tools and protocols, case studies and literature reports, and tools and databases. Multispecies aquatic toxicity modeling will demonstrate the data gap filling in absence of toxicity data for a particular aquatic species. Various aquatic toxicity databases and chemometric software tools and webservers are covered and practical examples of model development with illustrations are provided"-- Water / Pollution / Toxicology / Mathematical models Water / Pollution / Toxicology / Data processing Water quality / Mathematical models Water quality / Measurement / Data processing Chemometrics Cheminformatics Water quality ; Mathematical models Water quality ; Measurement ; Data processing Roy, Kunal 1971- (DE-588)1185508783 edt Erscheint auch als Druck-Ausgabe 9781119681595 https://onlinelibrary.wiley.com/doi/book/10.1002/9781119681397 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Chemometrics and cheminformatics in aquatic toxicology |
| title | Chemometrics and cheminformatics in aquatic toxicology |
| title_auth | Chemometrics and cheminformatics in aquatic toxicology |
| title_exact_search | Chemometrics and cheminformatics in aquatic toxicology |
| title_exact_search_txtP | Chemometrics and cheminformatics in aquatic toxicology |
| title_full | Chemometrics and cheminformatics in aquatic toxicology edited by Kunal Roy, Professor in the Department of Pharmaceutical Technology, Jadavpur University, Kolkata, India |
| title_fullStr | Chemometrics and cheminformatics in aquatic toxicology edited by Kunal Roy, Professor in the Department of Pharmaceutical Technology, Jadavpur University, Kolkata, India |
| title_full_unstemmed | Chemometrics and cheminformatics in aquatic toxicology edited by Kunal Roy, Professor in the Department of Pharmaceutical Technology, Jadavpur University, Kolkata, India |
| title_short | Chemometrics and cheminformatics in aquatic toxicology |
| title_sort | chemometrics and cheminformatics in aquatic toxicology |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9781119681397 |
| work_keys_str_mv | AT roykunal chemometricsandcheminformaticsinaquatictoxicology |