Nadim Saadi
Current Organizations / Institutes
The organizations/institutes from the scholar's latest article
Previous Organizations / Institutes
The organizations / institutes from the scholar's other articles in the past ten years
Research Subjects
Nadim Saadi has a total of 21 co-authors. Here are the top co-authors by number of shared publications:
- Anne-Marie Boulay
CIRAIG, Department of Chemical Engineering, Polytechnique Montréal, 3333 Queen Mary Road, suite 310, Montréal, Québec, H3V 1A2, Canada
5 shared publications - Anne R. Hids2 shared publications
- Elena Corella-Puertas
Department of Chemical Engineering, CIRAIG, Polytechnique of Montreal, Montreal, Canada
2 shared publications - Joris T. K. Quik
National Institute for Public Health and Environment (RIVM), Centre for Sustainability, Health and Environment, Antonie van Leeuwenhoeklaan 9, 3721 MA Bilthoven, the Netherlands
2 shared publications - Juliette Louvet
Polytechnique Montreal
2 shared publications - Louisa Ospital
CIRAIG, Department of Chemical Engineering, Polytechnique Montréal, 3333 Queen Mary Road, suite 310, Montréal, Québec H3V 1A2, Canada
2 shared publications
Latest Publications
- Open Access
- 10 October 2026
- Published by Elsevier in Resources, Conservation and Recycling
- Vol. 237
MarILCA characterization factors for microplastics, tire particles and cellulosic fibers in life cycle assessment: the PEBBLE method for regionalized physical impacts in marine, freshwater and terrestrial ecosystems
- 10 October 2026
- Published by Elsevier in Resources, Conservation and Recycling
- Vol. 237
Open AccessMarILCA characterization factors for microplastics, tire particles and cellulosic fibers in life cycle assessment: the PEBBLE method for regionalized physical impacts in marine, freshwater and terrestrial ecosystems
- Open Access
- 8 September 2026
- Published by Elsevier in SSRN Electronic Journal
Dose dependent response of microplastics on copepod faecal pellets
Microplastic ingestion by marine zooplankton can alter faecal pellet properties and potentially affect the biological carbon pump. However, there is a paucity of dose-dependent response data across environmentally relevant concentration gradients. This study investigated the effects of polyethylene microplastics on uptake, faecal pellet characteristics and sinking velocity in the copepod Calanus helgolandicus. Adult females were exposed for 24 h to polyethylene microspheres (27–32 µm) across at concentrations of 1 x 10⁻⁵–10⁰ g L⁻¹. Microplastic abundance within faecal pellets, pellet volume and sinking velocity were quantified. Polyethylene incorporation into faecal pellets increased sigmoidally with exposure concentration. Microplastic abundance ranged from 0-2 particles pellet⁻¹ at 10⁻⁵ g L⁻¹ to ≥20 particles pellet⁻¹ at concentrations ≥10⁻² g L⁻¹. Sinking velocity declined sigmoidally with increasing polyethylene concentration, with an estimated EC50 of 5.39 × 10⁻³ g L⁻¹ (95% CI: 1.52 × 10⁻³-9.27 × 10⁻³ g L⁻¹). Microplastic abundance was strongly negatively related to sinking velocity (adjusted R² = 0.405), whereas faecal pellet volume explained little variation in sinking rates (adjusted R² = 0.017) and did not significantly improve predictive models. No significant reductions in sinking velocity were observed at the lowest exposure concentrations (10⁻⁵-10⁻⁴ g L⁻¹). This study provides the first dose-response relationships describing polyethylene effects on copepod faecal pellet sinking rates across a broad concentration gradient. The results improve understanding of the role zooplankton play in the biologically mediated transport of microplastics and provide empirical parameters for modelling studies investigating microplastic export and effects on the marine biological pump.
- 8 September 2026
- Published by Elsevier in SSRN Electronic Journal
Open AccessDose dependent response of microplastics on copepod faecal pellets
Microplastic ingestion by marine zooplankton can alter faecal pellet properties and potentially affect the biological carbon pump. However, there is a paucity of dose-dependent response data across environmentally relevant concentration gradients. This study investigated the effects of polyethylene microplastics on uptake, faecal pellet characteristics and sinking velocity in the copepod Calanus helgolandicus. Adult females were exposed for 24 h to polyethylene microspheres (27–32 µm) across at concentrations of 1 x 10⁻⁵–10⁰ g L⁻¹. Microplastic abundance within faecal pellets, pellet volume and sinking velocity were quantified. Polyethylene incorporation into faecal pellets increased sigmoidally with exposure concentration. Microplastic abundance ranged from 0-2 particles pellet⁻¹ at 10⁻⁵ g L⁻¹ to ≥20 particles pellet⁻¹ at concentrations ≥10⁻² g L⁻¹. Sinking velocity declined sigmoidally with increasing polyethylene concentration, with an estimated EC50 of 5.39 × 10⁻³ g L⁻¹ (95% CI: 1.52 × 10⁻³-9.27 × 10⁻³ g L⁻¹). Microplastic abundance was strongly negatively related to sinking velocity (adjusted R² = 0.405), whereas faecal pellet volume explained little variation in sinking rates (adjusted R² = 0.017) and did not significantly improve predictive models. No significant reductions in sinking velocity were observed at the lowest exposure concentrations (10⁻⁵-10⁻⁴ g L⁻¹). This study provides the first dose-response relationships describing polyethylene effects on copepod faecal pellet sinking rates across a broad concentration gradient. The results improve understanding of the role zooplankton play in the biologically mediated transport of microplastics and provide empirical parameters for modelling studies investigating microplastic export and effects on the marine biological pump.
- Open Access
- 7 May 2026
- Published by Elsevier in SSRN Electronic Journal
MarILCA Characterization Factors for Microplastics, Tire Particles and Cellulosic Fibers in Life Cycle Assessment: Regionalized impacts in marine, freshwater and terrestrial ecosystems
Highlights● Fate factors in terrestrial, freshwater and marine compartments are calculated● The marine fate integrates the TrackMPD ocean tracking model● The fate factors are region, material, size, shape, and compartment-specific
- 7 May 2026
- Published by Elsevier in SSRN Electronic Journal
Open AccessMarILCA Characterization Factors for Microplastics, Tire Particles and Cellulosic Fibers in Life Cycle Assessment: Regionalized impacts in marine, freshwater and terrestrial ecosystems
Highlights● Fate factors in terrestrial, freshwater and marine compartments are calculated● The marine fate integrates the TrackMPD ocean tracking model● The fate factors are region, material, size, shape, and compartment-specific
- 10 January 2026
- Published by Oxford University Press (OUP) in Integrated Environmental Assessment and Management
- Vol. 22 (4) , 986-996
Microfibers in life cycle assessment: comparing the physical effects of cellulosic and synthetic fibers via characterization factors development
Textile clothing is a significant contributor to microfiber pollution in aquatic ecosystems. A large portion of these emissions are cellulosic-based, either natural (e.g., cotton, linen) or semisynthetic (e.g., viscose, lyocell), which can be ingested by aquatic organisms, posing harmful effects even at environmentally relevant concentrations. Studies comparing the effects of cellulosic and synthetic fibers report conflicting results: some suggest synthetic fibers are more harmful, others the opposite. However, despite their high environmental abundance, the lack of a species sensitivity distribution (SSD) for cellulosic microfibers (CMFs) has prevented comparison of their effects with synthetic microfibers (SMFs). Further, although SMFs have been integrated into life cycle assessment (LCA) through characterization factors (CFs), equivalent CFs for CMFs are missing due to a lack of an exposure and effect factor (EEF) specific to these fibers. We derived CFs for six CMFs (cotton, linen, viscose, lyocell, rayon, and modal) by combining modeled fate factors in marine water and sediments with an EEF calculated from a hazardous concentration for 20% of species (HC20), using an SSD of EC10eq values. Taxonomically split SSDs were also obtained for further analysis of the mode of action of CMFs and microplastics. The HC20 for CMFs was not significantly different from that of microplastics, suggesting similar physical effect mechanisms. Fate modeling indicated lower persistence for CMFs, resulting in CFs one to two orders of magnitude lower than those for SMFs. Computed CFs were applied in an LCA comparing the ecosystem quality impacts of a cotton and a polyester tee shirt while accounting for microfiber emissions. Results show that polyester emissions caused significant impacts compared with other life cycle impacts, whereas cotton emissions did not. This work therefore provides the first comparative LCA of a cellulosic and a synthetic textile that considers impacts of microfiber emissions, and computes CFs compatible with different life cycle impact assessment methods.
- 10 January 2026
- Published by Oxford University Press (OUP) in Integrated Environmental Assessment and Management
- Vol. 22 (4) , 986-996
Microfibers in life cycle assessment: comparing the physical effects of cellulosic and synthetic fibers via characterization factors development
Textile clothing is a significant contributor to microfiber pollution in aquatic ecosystems. A large portion of these emissions are cellulosic-based, either natural (e.g., cotton, linen) or semisynthetic (e.g., viscose, lyocell), which can be ingested by aquatic organisms, posing harmful effects even at environmentally relevant concentrations. Studies comparing the effects of cellulosic and synthetic fibers report conflicting results: some suggest synthetic fibers are more harmful, others the opposite. However, despite their high environmental abundance, the lack of a species sensitivity distribution (SSD) for cellulosic microfibers (CMFs) has prevented comparison of their effects with synthetic microfibers (SMFs). Further, although SMFs have been integrated into life cycle assessment (LCA) through characterization factors (CFs), equivalent CFs for CMFs are missing due to a lack of an exposure and effect factor (EEF) specific to these fibers. We derived CFs for six CMFs (cotton, linen, viscose, lyocell, rayon, and modal) by combining modeled fate factors in marine water and sediments with an EEF calculated from a hazardous concentration for 20% of species (HC20), using an SSD of EC10eq values. Taxonomically split SSDs were also obtained for further analysis of the mode of action of CMFs and microplastics. The HC20 for CMFs was not significantly different from that of microplastics, suggesting similar physical effect mechanisms. Fate modeling indicated lower persistence for CMFs, resulting in CFs one to two orders of magnitude lower than those for SMFs. Computed CFs were applied in an LCA comparing the ecosystem quality impacts of a cotton and a polyester tee shirt while accounting for microfiber emissions. Results show that polyester emissions caused significant impacts compared with other life cycle impacts, whereas cotton emissions did not. This work therefore provides the first comparative LCA of a cellulosic and a synthetic textile that considers impacts of microfiber emissions, and computes CFs compatible with different life cycle impact assessment methods.
- Open Access
- 11 November 2025
- Published by Springer Nature in Research Square
Microfibers in Life Cycle Assessment: Comparing the Physical Effects of Cellulosic and Synthetic Fibers via Characterization Factors Development
Textile clothing is a significant contributor to microfiber pollution in aquatic ecosystems. A large portion of these emissions are cellulosic-based, either natural (e.g., cotton, linen) or semi-synthetic (e.g., viscose, lyocell), which can be ingested by aquatic organisms, posing harmful effects even at environmentally relevant concentrations. Studies comparing the effects of cellulosic and synthetic fibers report conflicting results: some suggest synthetic fibers are more harmful, others the opposite. However, despite their high environmental abundance, the lack of a species sensitivity distribution (SSD) for cellulosic microfibers (CMFs) has prevented comparison of their effects with synthetic microfibers (SMFs). Further, while SMFs have been integrated into Life Cycle Assessment (LCA) through characterization factors (CFs), equivalent CFs for CMFs are missing, due to a lack of an exposure and effect factor (EEF) specific to these fibers. We derived CFs for six CMFs (cotton, linen, viscose, lyocell, rayon, and modal) by combining modelled fate factors in marine water and sediments with an EEF calculated from a hazardous concentration for 20% of species (HC20), using an SSD of EC10eq values. Taxonomically split SSDs were also obtained for further analysis of the mode of action of CMFs and microplastics. The HC20 for CMFs was not significantly different from that of MPs, suggesting similar physical effect mechanisms. Fate modelling indicated lower persistence for CMFs, resulting in CFs one to two orders of magnitude lower than those for SMFs. Computed CFs were applied in an LCA comparing the ecosystem quality impacts of a cotton and a polyester T-shirt while accounting for microfiber emissions. Results show that polyester emissions caused significant impacts compared to other lifecycle impacts, while cotton emissions did not. This work therefore provides the first comparative LCA of a cellulosic and a synthetic textile that considers impacts of microfiber emissions, and computes CFs compatible with different LCIA methods.
- 11 November 2025
- Published by Springer Nature in Research Square
Open AccessMicrofibers in Life Cycle Assessment: Comparing the Physical Effects of Cellulosic and Synthetic Fibers via Characterization Factors Development
Textile clothing is a significant contributor to microfiber pollution in aquatic ecosystems. A large portion of these emissions are cellulosic-based, either natural (e.g., cotton, linen) or semi-synthetic (e.g., viscose, lyocell), which can be ingested by aquatic organisms, posing harmful effects even at environmentally relevant concentrations. Studies comparing the effects of cellulosic and synthetic fibers report conflicting results: some suggest synthetic fibers are more harmful, others the opposite. However, despite their high environmental abundance, the lack of a species sensitivity distribution (SSD) for cellulosic microfibers (CMFs) has prevented comparison of their effects with synthetic microfibers (SMFs). Further, while SMFs have been integrated into Life Cycle Assessment (LCA) through characterization factors (CFs), equivalent CFs for CMFs are missing, due to a lack of an exposure and effect factor (EEF) specific to these fibers. We derived CFs for six CMFs (cotton, linen, viscose, lyocell, rayon, and modal) by combining modelled fate factors in marine water and sediments with an EEF calculated from a hazardous concentration for 20% of species (HC20), using an SSD of EC10eq values. Taxonomically split SSDs were also obtained for further analysis of the mode of action of CMFs and microplastics. The HC20 for CMFs was not significantly different from that of MPs, suggesting similar physical effect mechanisms. Fate modelling indicated lower persistence for CMFs, resulting in CFs one to two orders of magnitude lower than those for SMFs. Computed CFs were applied in an LCA comparing the ecosystem quality impacts of a cotton and a polyester T-shirt while accounting for microfiber emissions. Results show that polyester emissions caused significant impacts compared to other lifecycle impacts, while cotton emissions did not. This work therefore provides the first comparative LCA of a cellulosic and a synthetic textile that considers impacts of microfiber emissions, and computes CFs compatible with different LCIA methods.
- Open Access
- 15 July 2025
- Published by Elsevier in Journal of Cleaner Production
- Vol. 520
Including impacts of microplastics in marine water and sediments in life cycle assessment
- 15 July 2025
- Published by Elsevier in Journal of Cleaner Production
- Vol. 520
Open AccessIncluding impacts of microplastics in marine water and sediments in life cycle assessment
- Open Access
- 11 October 2023
- Published by MDPI AG in Sustainability
- Vol. 15 (20) , 14738
Interdisciplinary Linkages among Sustainability Dimensions in the Context of European Cities and Regions Research
Many dimensions of urban sustainability are intricately intertwined; however, systematic assessment of those linkages is often missing. To explore the details of these interdisciplinary linkages, we employ an in-depth literature review technique coupled with a multidimensional assessment of sustainability for 1300+ cities and regions in Europe. The wealth of indicators affecting economic, smart, social and environmental dimensions are linked within a coherent framework illustrating systemic links in urban sustainability. The performance of cities is illustrated using the multidimensional framework highlighting the contributions of various factors. The spectacular performance of Stockholm, Paris, London, Gothenburg, Malmö, Munich and Hamburg are illustrated with examples. Policy recommendations are offered to make cities and regions around the world more sustainable.
- 11 October 2023
- Published by MDPI AG in Sustainability
- Vol. 15 (20) , 14738
Open AccessInterdisciplinary Linkages among Sustainability Dimensions in the Context of European Cities and Regions Research
Many dimensions of urban sustainability are intricately intertwined; however, systematic assessment of those linkages is often missing. To explore the details of these interdisciplinary linkages, we employ an in-depth literature review technique coupled with a multidimensional assessment of sustainability for 1300+ cities and regions in Europe. The wealth of indicators affecting economic, smart, social and environmental dimensions are linked within a coherent framework illustrating systemic links in urban sustainability. The performance of cities is illustrated using the multidimensional framework highlighting the contributions of various factors. The spectacular performance of Stockholm, Paris, London, Gothenburg, Malmö, Munich and Hamburg are illustrated with examples. Policy recommendations are offered to make cities and regions around the world more sustainable.