图书简介
This volume focuses on computational modeling of the ecotoxicity of chemicals and presents applications of quantitative structure–activity relationship models (QSARs) in the predictive toxicology field in a regulatory context. The extensive book covers a variety of protocols for descriptor computation, data curation, feature selection, learning algorithms, validation of models, applicability domain assessment, confidence estimation for predictions, and much more, as well as case studies and literature reviews on a number of hot topics. Written for the Methods in Pharmacology and Toxicology series, chapters include the kind of practical advice that is essential for researchers everywhere.Authoritative and comprehensive, Ecotoxicological QSARs is an ideal source to update readers in the field with current practices and introduce to them new developments and should therefore be very useful for researchers in academia, industries, and regulatory bodies.
Ecotoxicological Risk Assessment in the Context of Different EU Regulations.-A Brief Introduction to Quantitative Structure-Activity Relationships as Useful Tools in Predictive Ecotoxicology.- Best Practices for Constructing Reproducible QSAR Models.- Wildlife Sentinels for Human and Environmental Health Hazards in Ecotoxicological Risk Assessment.- Importance of Data Curation in QSAR Studies Especially While Modeling Large-Size Data Sets.- Machine Learning and Deep Learning Methods in Ecotoxicological QSAR Modeling.- Use of Machine Learning and Classical QSAR Methods in Computational Ecotoxicology.- On the Relevance of Feature Selection Algorithms While Developing Non-Linear QSARs.- Got to Write a Classic: Classical and Perturbation-Based QSAR Methods, Machine Learning, and the Monitoring of Nanoparticles Ecotoxicity.- Ecotoxicological QSAR Modeling of Nanomaterials: Methods in 3D-QSARs and Combined Docking Studies for Carbon Nanostructures.- Early Prediction of Ecotoxicological Side-Effects of Pharmaceutical Impurities Based on Open-Source Non-Testing Approaches.- Conformal Prediction for Ecotoxicology and Implications for Regulatory Decision Making.- Read-Across for Regulatory Ecotoxicology.- Methodological Protocol for Assessing the Environmental Footprint by Means of Ecotoxicological Tools: Wastewater Treatment Plants as an Example Case.- Development of Baseline Quantitative Structure-Activity Relationships (QSARs) for the Effects of Active Pharmaceutical Ingredients (APIs) to Aquatic Species.- EcotoxicologicalQSARs of Personal Care Products and Biocides.- Computational Approaches to Evaluate Ecotoxicity of Biocides: Cases from the Project COMBASE.- QSAR Modeling of Dye Ecotoxicity.- EcotoxicologicalQSARsofMixtures.- QSPR Modeling of Adsorption of Pollutants by Carbon Nanotubes (CNTs).- Ecotoxicological QSAR Modeling of Organophosphorus and Neonicotinoid Pesticides.- QSARs and Read-Across for Thiochemicals: A Case Study of Using Alternative Information for REACH Registrations.- In Silico Ecotoxicological Modeling of Pesticide Metabolites and Mixtures.- Combination of Read-Across and QSAR for Ecotoxicity Prediction: A Case Study of Green Algae Growth Inhibition Toxicity Data.- QSAR Approaches and Ecotoxicological Risk Assessment.- Multi-Scale QSAR Approach for Simultaneous Modeling of Ecotoxic Effects of Pesticides.- Quantitative Structure-Toxicity Relationship Models Based on Hydrophobicity and Electrophilicity.- Environmental Toxicity (Q)SARs for Polymers as an Emerging Class of Materials in Regulatory Frameworks, with a Focus on Challenges and Possibilities Regarding Cationic Polymers.- Ecotoxicity Databases for QSAR Modeling.- VEGAHUB for Ecotoxicological QSAR Modeling.- Enalos Cloud Platform: Nanoinformatics and Cheminformatics Tools.- alvaDesc: A Tool to Calculate and Analyze Molecular Descriptors and Fingerprints.
Trade Policy 买家须知
- 关于产品：
- ● 正版保障：本网站隶属于中国国际图书贸易集团公司，确保所有图书都是100%正版。
- ● 环保纸张：进口图书大多使用的都是环保轻型张，颜色偏黄，重量比较轻。
- ● 毛边版：即书翻页的地方，故意做成了参差不齐的样子，一般为精装版，更具收藏价值。
关于退换货：- 由于预订产品的特殊性，采购订单正式发订后，买方不得无故取消全部或部分产品的订购。
- 由于进口图书的特殊性，发生以下情况的，请直接拒收货物，由快递返回：
- ● 外包装破损/发错货/少发货/图书外观破损/图书配件不全（例如：光盘等）
并请在工作日通过电话400-008-1110联系我们。
- 签收后，如发生以下情况，请在签收后的5个工作日内联系客服办理退换货：
- ● 缺页/错页/错印/脱线
关于发货时间：- 一般情况下：
- ●【现货】 下单后48小时内由北京（库房）发出快递。
- ●【预订】【预售】下单后国外发货，到货时间预计5-8周左右，店铺默认中通快递，如需顺丰快递邮费到付。
- ● 需要开具发票的客户，发货时间可能在上述基础上再延后1-2个工作日（紧急发票需求，请联系010-68433105/3213）；
- ● 如遇其他特殊原因，对发货时间有影响的，我们会第一时间在网站公告，敬请留意。
关于到货时间：- 由于进口图书入境入库后，都是委托第三方快递发货，所以我们只能保证在规定时间内发出，但无法为您保证确切的到货时间。
- ● 主要城市一般2-4天
- ● 偏远地区一般4-7天
关于接听咨询电话的时间：- 010-68433105/3213正常接听咨询电话的时间为：周一至周五上午8：30～下午5：00，周六、日及法定节假日休息，将无法接听来电，敬请谅解。
- 其它时间您也可以通过邮件联系我们：customer@readgo.cn,工作日会优先处理。
关于快递：- ● 已付款订单：主要由中通、宅急送负责派送，订单进度查询请拨打010-68433105/3213。
本书暂无推荐
本书暂无推荐
