四十种吸附等温线模型综述:十种统计误差测量方法的深入分析

IF 3.8 4区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES
Harez Rashid Ahmed, Kawan F. Kayani, Anu Mary Ealias, Kosar Hikmat Hama Aziz
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引用次数: 0

摘要

吸附是环境净化和废水处理的关键过程,由于其简单,成本效益和可持续性。吸附的定量通常通过吸附等温线来表示,它模拟了在平衡状态下被底物吸附的物质。了解单组分、多组分和竞争性吸附等温线对于设计有效的水处理系统至关重要。实验数据建模在预测吸附机理方面具有重要作用。这篇综述探讨了等温线模型的基础知识和实际应用,提供了他们的概念框架和效用的见解。它涵盖了单组件和多组件上下文,广泛讨论了各种等温线模型及其参数。讨论了吸附方程的线性化问题,强调了影响参数确定的因素,如线性化方法、实验误差和数据范围。本文阐述了用于最佳吸附数据分析的线性和非线性回归分析和误差函数等技术,提供了对该主题的全面理解。图形抽象
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Comprehensive Review of Forty Adsorption Isotherm Models: An In-depth Analysis of Ten Statistical Error Measures

Adsorption is a pivotal process in environmental cleanup and wastewater treatment due to its simplicity, cost-effectiveness, and sustainability. The quantification of adsorption is often expressed through Adsorption Isotherms, which model the substance adsorbed by a substrate at equilibrium. Understanding single, multi-component, and competitive adsorption isotherms is crucial for designing effective water treatment systems. Experimental data modeling plays a significant role in predicting adsorption mechanisms. This review explores isotherm models'foundational knowledge and practical applications, offering insights into their conceptual framework and utility. It covers single and multi-component contexts, extensively discussing various isotherm models and their parameters. The debate over linearization in adsorption equations is addressed, highlighting factors influencing parameter determination such as linearization method, experimental error, and data range. The paper elucidates techniques like linear and nonlinear regression analysis and error functions for optimal adsorption data analysis, providing a comprehensive understanding of the subject.

Graphical Abstract

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来源期刊
Water, Air, & Soil Pollution
Water, Air, & Soil Pollution 环境科学-环境科学
CiteScore
4.50
自引率
6.90%
发文量
448
审稿时长
2.6 months
期刊介绍: Water, Air, & Soil Pollution is an international, interdisciplinary journal on all aspects of pollution and solutions to pollution in the biosphere. This includes chemical, physical and biological processes affecting flora, fauna, water, air and soil in relation to environmental pollution. Because of its scope, the subject areas are diverse and include all aspects of pollution sources, transport, deposition, accumulation, acid precipitation, atmospheric pollution, metals, aquatic pollution including marine pollution and ground water, waste water, pesticides, soil pollution, sewage, sediment pollution, forestry pollution, effects of pollutants on humans, vegetation, fish, aquatic species, micro-organisms, and animals, environmental and molecular toxicology applied to pollution research, biosensors, global and climate change, ecological implications of pollution and pollution models. Water, Air, & Soil Pollution also publishes manuscripts on novel methods used in the study of environmental pollutants, environmental toxicology, environmental biology, novel environmental engineering related to pollution, biodiversity as influenced by pollution, novel environmental biotechnology as applied to pollution (e.g. bioremediation), environmental modelling and biorestoration of polluted environments. Articles should not be submitted that are of local interest only and do not advance international knowledge in environmental pollution and solutions to pollution. Articles that simply replicate known knowledge or techniques while researching a local pollution problem will normally be rejected without review. Submitted articles must have up-to-date references, employ the correct experimental replication and statistical analysis, where needed and contain a significant contribution to new knowledge. The publishing and editorial team sincerely appreciate your cooperation. Water, Air, & Soil Pollution publishes research papers; review articles; mini-reviews; and book reviews.
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