ReviewAnalytical science advances2022
Applications of surface-enhanced Raman spectroscopy in environmental detection.
Review in Analytical science advances, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
18 citing papers in PubMed.
- From laboratory to field: a critical review of multi-modal sensing frameworks for emerging contaminant monitoring.Mikrochimica acta · 2026Review
- Label-free biochemical imaging and time point analysis of neural organoids via deep learning-enhanced Raman microspectroscopy.Science advances · 2026Article
- Label-Free Malignancy Phenotyping of Living Cancer Cells by High-Performance Surface-Enhanced Raman Spectroscopy Substrates.Micromachines · 2026Article
- Plasmonic-Quantum and Emitter's Finite-Size Effects in Plasmon-Emitter Coupling: A QHT-DFT Hybrid Approach.Nanophotonics (Berlin, Germany) · 2026Article
- Inverse Modeling for Artifact Removal in Photonic Data: A Computational Physics and Transfer Learning-Based Approach.Journal of chemical information and modeling · 2025Article
- Machine Learning-Assisted SERS Platform for Rapid and Quantitative Discrimination of Shiga Toxin-ProducingBiosensors · 2025Article
- Nanogap-Engineered Core-Shell-Like Nanostructures for Comprehensive SERS Analysis.ACS applied materials & interfaces · 2025Article
- Machine Learning-Assisted Surface-Enhanced Raman Spectroscopy Detection for Environmental Applications: A Review.Environmental science & technology · 2024Review
- Hyperspectral unmixing for Raman spectroscopy via physics-constrained autoencoders.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Recent Progress in Nanomaterial-Based Surface-Enhanced Raman Spectroscopy for Food Safety Detection.Nanomaterials (Basel, Switzerland) · 2024Review
- Silver nanopopcorns decorated on flexible membrane for SERS detection of nitrofurazone.Mikrochimica acta · 2024Article
- Integrating Wireless Remote Sensing and Sensors for Monitoring Pesticide Pollution in Surface and Groundwater.Sensors (Basel, Switzerland) · 2024Review
- Article
- Recent advances of Raman spectroscopy for the analysis of bacteria.Analytical science advances · 2023Review
- Synthesis Methods and Optical Sensing Applications of Plasmonic Metal Nanoparticles Made from Rhodium, Platinum, Gold, or Silver.Materials (Basel, Switzerland) · 2023Review
- Advanced visual sensing techniques for on-site detection of pesticide residue in water environments.Heliyon · 2023Review
- Applications of surface-enhanced Raman spectroscopy in environmental detection.Analytical science advances · 2022Review
- Advanced microplastic monitoring using Raman spectroscopy with a combination of nanostructure-based substrates.Journal of nanostructure in chemistry · 2022Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
As the human population grows, the anthropogenic impacts from various agricultural and industrial processes produce unwanted contaminants in the environment. The accurate, sensitive and rapid detection of such contaminants is vital for human health and safety. Surface-enhanced Raman spectroscopy (SERS) is a valuable analytical tool with wide applications in environmental contaminant monitoring. The aim of this review is to summarize recent advancements within SERS research as it applies to environmental detection, with a focus on research published or accessible from January 2021 through December 2021 including early-access publications. Our goal is to provide a wide breadth of information that can be used to provide background knowledge of the field, as well as inform and encourage further development of SERS techniques in protecting environmental quality and safety. Specifically, we highlight the characteristics of effective SERS nanosubstrates, and explore methods for the SERS detection of inorganic, organic, and biological contaminants including heavy metals, pharmaceuticals, plastic particles, synthetic dyes, pesticides, viruses, bacteria and mycotoxins. We also discuss the current limitations of SERS technologies in environmental detection and propose several avenues for future investigation. We encourage researchers to fill in the identified gaps so that SERS can be implemented in a real-world environment more effectively and efficiently, ultimately providing reliable and timely data to help and make science-based strategies and policies to protect environmental safety and public health.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.