Themed collection Measuring Green Chemistry: Methods, Models, and Metrics

53 items
Editorial

Measuring green chemistry: methods, models, and metrics

This themed collection includes selected examples aiming to quantify the benefits and trade-offs of green chemistry by providing assessment methods, models, indicators, and metrics.

Graphical abstract: Measuring green chemistry: methods, models, and metrics
Open Access Perspective

How to correctly evaluate greenness, whiteness and other “colours”? Introducing general rules of a good evaluation practice

Proposal of a general set of universal rules allowing an increase in the scientific value provided by the evaluation of greenness and other “colours”.

Graphical abstract: How to correctly evaluate greenness, whiteness and other “colours”? Introducing general rules of a good evaluation practice
From the themed collection: 2025 Green Chemistry Reviews
Open Access Perspective

What does it mean that “something is green”? The fundamentals of a Unified Greenness Theory

Proposal of a general theory of greenness, connecting all chemical disciplines and not only; the description of basic concepts and relationships.

Graphical abstract: What does it mean that “something is green”? The fundamentals of a Unified Greenness Theory
From the themed collection: 2023 Green Chemistry Reviews
Open Access Perspective

Education in green chemistry and in sustainable chemistry: perspectives towards sustainability

Central role of future professionals in chemistry to promote alternatives towards sustainability.

Graphical abstract: Education in green chemistry and in sustainable chemistry: perspectives towards sustainability
From the themed collection: Celebrating Latin American Chemistry
Minireview

Greenness assessment of analytical methods for determination of cannabinoids in oils using NEMI, Analytical Eco-Scale, AGREE and GAPI

The cannabis plant is being increasingly researched due to its numerous therapeutic properties leading to the need for analytical techniques to assess substances present in extracts of the cannabis plant.

Graphical abstract: Greenness assessment of analytical methods for determination of cannabinoids in oils using NEMI, Analytical Eco-Scale, AGREE and GAPI
Open Access Review Article

Green metrics in mechanochemistry

The quantitative assessment of the greenness of mechanochemical processes for green metrics were calculated is herein reported. A general introduction to the topic, variables influencing the reaction outcome and, an outlook are also provided.

Graphical abstract: Green metrics in mechanochemistry
From the themed collection: ChemSocRev – Highlights from 2023
Open Access Review Article

Chemical data intelligence for sustainable chemistry

This study highlights new opportunities for optimal reaction route selection from large chemical databases brought about by the rapid digitalisation of chemical data.

Graphical abstract: Chemical data intelligence for sustainable chemistry
Open Access Tutorial Review

‘Green’ synthesis of amines from renewable resources? A detailed analysis of case studies using the CHEM21 green metrics toolkit

Green amine synthesis is assessed using the CHEM21 green metrics toolkit, offering a step-by-step guide for sustainability evaluation and promoting environmentally conscious transformations.

Graphical abstract: ‘Green’ synthesis of amines from renewable resources? A detailed analysis of case studies using the CHEM21 green metrics toolkit
From the themed collection: 2025 Green Chemistry Reviews
Open Access Tutorial Review

Biomass-derived carbon-based catalysts for lignocellulosic biomass and waste valorisation: a circular approach

Within a circular approach, cost-effective, tailored and robust biomass-derived catalysts to convert biomass play a key role in biorefinery developments.

Graphical abstract: Biomass-derived carbon-based catalysts for lignocellulosic biomass and waste valorisation: a circular approach
Open Access Tutorial Review

A tutorial review for research laboratories to support the vital path toward inherently sustainable and green synthetic chemistry

Journeying towards inherently sustainable and green synthetic chemistry. Commitment to change and (re)design of practices, processes and goals, through reflection, awareness and education.

Graphical abstract: A tutorial review for research laboratories to support the vital path toward inherently sustainable and green synthetic chemistry
From the themed collection: RSC Sustainability Recent Review Articles
Open Access Critical Review

Sustainable approaches in vat photopolymerization: advancements, limitations, and future opportunities

Green resins for vat photopolymerization are critically assessed, highlighting bio-based feedstocks, synthetic trade-offs, and a unified green metric for guiding future materials design.

Graphical abstract: Sustainable approaches in vat photopolymerization: advancements, limitations, and future opportunities
From the themed collection: 2025 Green Chemistry Reviews
Open Access Critical Review

State-of-the-art of industrial PET mechanical recycling: technologies, impact of contamination and guidelines for decision-making

A design of PET mechanical recycling at the industrial scale requires the inspection of the relevance of pre-treatment steps, degradation reactions and repair potential, accounting for the impact of contamination (e.g. NIAS) and regulations.

Graphical abstract: State-of-the-art of industrial PET mechanical recycling: technologies, impact of contamination and guidelines for decision-making
From the themed collection: RSC Sustainability Recent Review Articles
Open Access Critical Review

Comparison of traditional and mechanochemical production processes for nine active pharmaceutical ingredients (APIs)

The pharmaceutical industry plays a crucial role in enhancing life expectancy and the quality of life.

Graphical abstract: Comparison of traditional and mechanochemical production processes for nine active pharmaceutical ingredients (APIs)
From the themed collection: RSC Sustainability Recent Review Articles
Open Access Critical Review

Sustainability of flow chemistry and microreaction technology

An overview of sustainability outcomes provided by flow chemistry is reviewed for a comprehensive understanding and a holistic perspective. Future trends and potential innovations are also forecast.

Graphical abstract: Sustainability of flow chemistry and microreaction technology
From the themed collection: Green Chemistry 25th Anniversary Collection
Open Access Critical Review

Safe and sustainable chemicals and materials: a review of sustainability assessment frameworks

Indicators and methods for safe and sustainable by design chemicals and materials.

Graphical abstract: Safe and sustainable chemicals and materials: a review of sustainability assessment frameworks
From the themed collection: Green Chemistry 25th Anniversary Collection
Critical Review

Chemical recycling of polyester textile wastes: shifting towards sustainability

Amongst all synthetic polymers used in the clothing industry, polyethylene terephthalate (PET) is the most widely used polyester, its fibres representing half the total PET global market (in comparison bottle PET being less than a third).

Graphical abstract: Chemical recycling of polyester textile wastes: shifting towards sustainability
From the themed collection: Chemical waste and pollution
Critical Review

Sustainable valorisation of food waste into engineered biochars for CO2 capture towards a circular economy

The large amount of food waste generated globally has significant adverse environmental impacts, highlighting the need for a historic resolution to achieve sustainable managment of food waste as well as its circular economy.

Graphical abstract: Sustainable valorisation of food waste into engineered biochars for CO2 capture towards a circular economy
From the themed collection: 2024 Green Chemistry Reviews
Open Access Critical Review

Classic vs. C–H functionalization strategies in the synthesis of APIs: a sustainability comparison

This review present case studies analyzed in terms of waste production and environmental/safety hazard aiming at quantify whether the adoption of C–H functionalization technology is actually the most effective strategy compared to classic approaches.

Graphical abstract: Classic vs. C–H functionalization strategies in the synthesis of APIs: a sustainability comparison
From the themed collection: 2023 Green Chemistry Reviews
Open Access Critical Review

The E factor at 30: a passion for pollution prevention

Publication of the E Factor drew attention to the problem of waste in chemicals manufacture. Thirty yeas later it is abundantly clear that waste is the underlying cause of global environmental problems, from climate change to plastic pollution.

Graphical abstract: The E factor at 30: a passion for pollution prevention
From the themed collection: 2023 Green Chemistry Reviews
Critical Review

The Green ChemisTREE: 20 years after taking root with the 12 principles

A broad overview of the achievements and emerging areas in the field of Green Chemistry.

Graphical abstract: The Green ChemisTREE: 20 years after taking root with the 12 principles
From the themed collection: 2018 Green Chemistry Hot Articles
Open Access Communication

Lead vs. tin in the preparation of metal halide perovskites: is this the real fight for the future of solar energy?

Metal halide perovskites (MHPs) have gained attention as a viable alternative to crystalline silicon solar cells, offering comparable power conversion efficiencies exceeding 26%.

Graphical abstract: Lead vs. tin in the preparation of metal halide perovskites: is this the real fight for the future of solar energy?
Open Access Paper

Green synthesis of spiro-barbiturates: advancing sustainable chemistry and drug design research

Through this research, we have established an environmentally friendly and sustainable approach for the synthesis of spirobarbiturate (SB) derivatives, which hold significant potential in the field of medicinal chemistry.

Graphical abstract: Green synthesis of spiro-barbiturates: advancing sustainable chemistry and drug design research
From the themed collection: RSC Sustainability Hot Papers
Paper

Comparative reactor, process, techno-economic, and life cycle emissions assessment of ethylene production via electrified and thermal steam cracking

Model-based evaluation of reactor and process-level performance for electrified ethane steam cracking compared to conventional thermal cracking with and without CO2 capture.

Graphical abstract: Comparative reactor, process, techno-economic, and life cycle emissions assessment of ethylene production via electrified and thermal steam cracking
Paper

Life cycle analysis of sustainable H2 production and hydrogenation of chemicals in a large-scale coupled photoelectrochemical system

This article presents a comprehensive life cycle analysis of a photoelectrochemical water splitting system coupled with hydrogenation of feedstock into valorization chemicals.

Graphical abstract: Life cycle analysis of sustainable H2 production and hydrogenation of chemicals in a large-scale coupled photoelectrochemical system
Open Access Paper

SolECOs: a data-driven platform for sustainable and comprehensive solvent selection in pharmaceutical manufacturing

SolECOs combines machine learning and sustainability metrics to enable data-driven solvent selection. Validated with four APIs, it delivers robust solubility prediction, sustainability ranking, and crystallization design support.

Graphical abstract: SolECOs: a data-driven platform for sustainable and comprehensive solvent selection in pharmaceutical manufacturing
Open Access Paper

Metrics are the key: development of criteria and indicators for measuring sustainability in international chemicals management

Measuring sustainability in international chemicals management: we present 23 indicators as a contribution to the Global Framework on Chemicals. Due to the overarching concept of sustainable chemistry, the indicators are related to several SDGs.

Graphical abstract: Metrics are the key: development of criteria and indicators for measuring sustainability in international chemicals management
Open Access Paper

Assessment of the environmental and human health impact in the synthesis and processing of metal halide perovskite active layers using GVL

Metal halide perovskites (MHPs) offer a potential alternative to crystalline silicon solar cells in terms of efficiency.

Graphical abstract: Assessment of the environmental and human health impact in the synthesis and processing of metal halide perovskite active layers using GVL
Open Access Paper

Assessing mass intensity as a green chemistry metric: why expanding system boundaries is not enough

This study investigates under which circumstances the common practice of using mass intensities as proxies for environmental impacts is suitable—and where it fails.

Graphical abstract: Assessing mass intensity as a green chemistry metric: why expanding system boundaries is not enough
From the themed collection: Green Chemistry 25th Anniversary Collection
Open Access Paper

Red analytical performance index (RAPI) and software: the missing tool for assessing methods in terms of analytical performance

Although performing validation of an analytical method is a widely accepted standard, assessing and comparing the overall analytical potential covering all validation criteria is not straightforward.

Graphical abstract: Red analytical performance index (RAPI) and software: the missing tool for assessing methods in terms of analytical performance
Open Access Paper

Recovering copper from e-waste: recyclable precipitation versus solvent extraction with carbon emission assessment

A selective, recyclable, precipitation process for copper recovery from e-waste leachate streams using phenolic oxime and pyrazole ligands adapted from solvent extraction offers route to lower carbon emissions.

Graphical abstract: Recovering copper from e-waste: recyclable precipitation versus solvent extraction with carbon emission assessment
Open Access Paper

Greening two chemicals with one bio-alcohol: environmental and economic potential of dehydrogenation to hydrogen and acids

Hitting two targets with one arrow—assessing the benefit of co-producing hydrogen and acid from bio-alcohols.

Graphical abstract: Greening two chemicals with one bio-alcohol: environmental and economic potential of dehydrogenation to hydrogen and acids
Open Access Paper

Towards high atom economy in whole-cell redox biocatalysis: up-scaling light-driven cyanobacterial ene-reductions in a flat panel photobioreactor

Light-driven biotransformations in recombinant cyanobacteria benefit from the atom-efficient regeneration of reaction equivalents like NADPH from water and light by oxygenic photosynthesis.

Graphical abstract: Towards high atom economy in whole-cell redox biocatalysis: up-scaling light-driven cyanobacterial ene-reductions in a flat panel photobioreactor
Open Access Paper

A waste-minimized protocol for electrochemical reductive amination and its environmental assessment

We report an efficient protocol for electrochemical reductive amination. A careful combination of reaction medium and electrolyte has allowed waste minimization and improved sustainability, as detailed by the environmental assessment of the process.

Graphical abstract: A waste-minimized protocol for electrochemical reductive amination and its environmental assessment
From the themed collection: 2025 Green Chemistry Hot Articles
Paper

Advanced diesel from ethanol: a pathway to produce sustainable and high-quality drop-in biofuels

In this work, we develop a novel technology for the transformation of ethanol into diesel via Guerbet coupling and etherification.

Graphical abstract: Advanced diesel from ethanol: a pathway to produce sustainable and high-quality drop-in biofuels
Open Access Paper

The need to integrate mass- and energy-based metrics with life cycle impacts for sustainable chemicals manufacture

Analysis of over 700 chemical production routes showing that decision making towards more environmentally sustainable pathways is enhanced by combining mass- and energy-based process metrics with simplified life cycle impact indicators.

Graphical abstract: The need to integrate mass- and energy-based metrics with life cycle impacts for sustainable chemicals manufacture
From the themed collection: Green Chemistry 25th Anniversary Collection
Open Access Paper

Efficient access to hexaaryl-substituted borazines in batch and continuous-flow

Green inspired synthesis of hexaaryl-substituted borazines.

Graphical abstract: Efficient access to hexaaryl-substituted borazines in batch and continuous-flow
From the themed collection: 2024 Green Chemistry Hot Articles
Paper

Interactions of multiple metrics and environmental indicators to assess processes, detect environmental hotspots, and guide future development

Sustainable development of pharmaceuticals relies on the selection and integration of unified metrics and indicators. Herein, we present a standardized method to assess, report, and communicate environmental sustainability of development processes.

Graphical abstract: Interactions of multiple metrics and environmental indicators to assess processes, detect environmental hotspots, and guide future development
From the themed collection: Green Chemistry 25th Anniversary Collection
Paper

Comparative environmental assessment of zeolites synthesized from chemicals and natural minerals

Life cycle assessment and green metrics were used to comparatively assess the synthesis of zeolites from natural minerals and chemicals in which the former exhibits a better balance between efficiency and environmental impacts than the latter.

Graphical abstract: Comparative environmental assessment of zeolites synthesized from chemicals and natural minerals
Open Access Paper

Evaluation of green chemistry metrics for sustainable recycling of platinum group metals from spent automotive catalysts via bioleaching

This work evaluates the sustainability indicators of the biorecovery of platinum group metals from spent automotive catalysts with due consideration of the environment and efficiency for the evaluation of environmental sustainability.

Graphical abstract: Evaluation of green chemistry metrics for sustainable recycling of platinum group metals from spent automotive catalysts via bioleaching
Paper

Solvent selection based on a conceptual process design by combining cost evaluation and life cycle assessments for developing new reaction pathways

Solvent selection combined with conceptual process design is the key to developing sustainable chemical production.

Graphical abstract: Solvent selection based on a conceptual process design by combining cost evaluation and life cycle assessments for developing new reaction pathways
Open Access Paper

A modeling framework to identify environmentally greener and lower-cost pathways of nanomaterials

A framework integrating life cycle assessment, Green Chemistry, and techno-economic analysis to identify cost-effective, greener pathways for nanomaterial production, demonstrated with cellulose nanomaterials.

Graphical abstract: A modeling framework to identify environmentally greener and lower-cost pathways of nanomaterials
Paper

Optimization of analytical method greenness scores: a case study of amino acid enantioseparations with carbonated aqueous systems

Analytical and preparative separation techniques, although perceived as less detrimental compared to industrial manufacturing processes, present a substantial concealed environmental threat.

Graphical abstract: Optimization of analytical method greenness scores: a case study of amino acid enantioseparations with carbonated aqueous systems
From the themed collection: 2023 Green Chemistry Hot Articles
Open Access Paper

The sustainability impact of Nobel Prize Chemistry: life cycle assessment of C–C cross-coupling reactions

Carbon-to-carbon (C–C) cross-coupling reaction (CCR) protocols represent a major breakthrough in synthetic chemistry.

Graphical abstract: The sustainability impact of Nobel Prize Chemistry: life cycle assessment of C–C cross-coupling reactions
From the themed collection: Green Chemistry 25th Anniversary Collection
Open Access Paper

Blue applicability grade index (BAGI) and software: a new tool for the evaluation of method practicality

In this work, blue applicability grade index (BAGI) is proposed as a new metric tool for evaluating the practicality of an analytical method.

Graphical abstract: Blue applicability grade index (BAGI) and software: a new tool for the evaluation of method practicality
Open Access Paper

Environmental profile of the production of fragrance ingredients used in cosmetic products: comparative analysis of results obtained by life cycle assessment and the green chemistry-based eco-design tool GREEN MOTION™

Environmental footprint evaluation of representative fragrance ingredients combining 2 complementary methodologies in the aim of providing a new method to eco-design fragrances, which are materials found in many commercialized daily-life products.

Graphical abstract: Environmental profile of the production of fragrance ingredients used in cosmetic products: comparative analysis of results obtained by life cycle assessment and the green chemistry-based eco-design tool GREEN MOTION™
From the themed collection: Chemical waste and pollution
Paper

Conversion of plastic waste into high-value lubricants: techno-economic analysis and life cycle assessment

The conversion of plastic waste into high-quality lubricants is more profitable than sorting the waste or converting it into liquid fuels. A life cycle assessment showed that the emissions were lower than those of petroleum lubricants of similar quality.

Graphical abstract: Conversion of plastic waste into high-value lubricants: techno-economic analysis and life cycle assessment
Paper

Techno-economic performances and life cycle greenhouse gas emissions of various ammonia production pathways including conventional, carbon-capturing, nuclear-powered, and renewable production

The techno-economic performances and life cycle greenhouse gas emissions of conventional NG-based, carbon-capturing, and nuclear-powered or renewable ammonia production are evaluated.

Graphical abstract: Techno-economic performances and life cycle greenhouse gas emissions of various ammonia production pathways including conventional, carbon-capturing, nuclear-powered, and renewable production
From the themed collection: 2022 Green Chemistry Hot Articles
Open Access Paper

Planetary metrics for the absolute environmental sustainability assessment of chemicals

We provide guidelines for performing absolute environmental sustainability assessments (AESA) of chemicals based on the planetary boundaries and classifying them as sustainable or unsustainable, and use them to evaluate 492 chemical products.

Graphical abstract: Planetary metrics for the absolute environmental sustainability assessment of chemicals
Paper

Organic syntheses greenness assessment with multicriteria decision analysis

Greenness metrics for comparative, comprehensive and simple assessment of organic syntheses processes.

Graphical abstract: Organic syntheses greenness assessment with multicriteria decision analysis
Open Access Paper

Complementary green analytical procedure index (ComplexGAPI) and software

It is not easy to find appropriate tools for the evaluation of the “green” nature of analytical methodologies which involve the use of compounds, materials, or chemicals manufactured prior to the analytical step.

Graphical abstract: Complementary green analytical procedure index (ComplexGAPI) and software
Paper

Why we might be misusing process mass intensity (PMI) and a methodology to apply it effectively as a discovery level metric

Are the comparisons of PMI values fair and informative, are you making a like versus like assessment?

Graphical abstract: Why we might be misusing process mass intensity (PMI) and a methodology to apply it effectively as a discovery level metric
Paper

ReGreen SPPS: enabling circular chemistry in environmentally sensible solid-phase peptide synthesis

A cost and synthetic efficient method that enables facile reagent and solvent recycling in SPPS using cross-linked polystyrene resins in greener solvents is reported.

Graphical abstract: ReGreen SPPS: enabling circular chemistry in environmentally sensible solid-phase peptide synthesis
Paper

Evaluating the greenness of alternative reaction media

The application of alternative reaction media (ionic liquids, carbohydrate–urea melts, solvent-free alternative) in a Diels–Alder reaction is evaluated and compared to conventional solvents with the help of an economic and ecological screening method in order to accentuate opportunities and challenges.

Graphical abstract: Evaluating the greenness of alternative reaction media
53 items

About this collection

This cross-journal-themed collection showcases selected examples aiming to quantify the benefits and trade-offs of green chemistry by providing assessment methods, models, indicators, and metrics. The collection is intended as a guide and accessible resource for the whole chemical community while helping authors to measure, compare, and describe the advantages and disadvantages of introducing green chemistry principles and approaches in their work.

The collection includes, but is not limited to, examples of application of green chemistry principles as well as methods for measuring their efficacy in improving chemicals or in selecting a preferred alternative, such as E factor, green analytical procedure Index (GAPI) processes, process mass intensity, eco-scale, techno-economic analysis, life-cycle assessment, carbon balance analysis. The collection entails example of application of individual metrics and indicators as well as multicriteria assessment and addresses as well green chemistry education.

Guest Edited and curated by: André Bardow (ETH Zürich), Javier Pérez-Ramírez, (ETH Zurich),  Serenella Sala (European Commission - Joint Research Centre) and Luigi Vaccaro (University of Perugia)

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