Roadmap of environmental health research on emerging contaminants: inspiration from the studies on engineered nanomaterials
Research on the environmental health of emerging contaminants is critical to understand
their risks before causing severe harm. However, the low environmental concentrations …
their risks before causing severe harm. However, the low environmental concentrations …
Internal exposure and distribution of airborne fine particles in the human body: methodology, current understandings, and research needs
W Wang, Y Lin, H Yang, W Ling, L Liu… - Environmental …, 2022 - ACS Publications
Exposure to airborne fine particles (PM2. 5, particulate matter with aerodynamic diameter<
2.5 μm) severely threatens global human health. Understanding the distribution and …
2.5 μm) severely threatens global human health. Understanding the distribution and …
Data-driven machine learning in environmental pollution: gains and problems
The complexity and dynamics of the environment make it extremely difficult to directly predict
and trace the temporal and spatial changes in pollution. In the past decade, the …
and trace the temporal and spatial changes in pollution. In the past decade, the …
Chemical multi-fingerprinting of exogenous ultrafine particles in human serum and pleural effusion
D Lu, Q Luo, R Chen, Y Zhuansun, J Jiang… - Nature …, 2020 - nature.com
Ambient particulate matter pollution is one of the leading causes of global disease burden.
Epidemiological studies have revealed the connections between particulate exposure and …
Epidemiological studies have revealed the connections between particulate exposure and …
Deep neural network method for predicting the mechanical properties of composites
Determining the macroscopic mechanical properties of composites with complex
microstructures is a key issue in many of their applications. In this Letter, a machine learning …
microstructures is a key issue in many of their applications. In this Letter, a machine learning …
Quantification and characterization of Ti-, Ce-, and Ag-nanoparticles in global surface waters and precipitation
Nanoparticle (NP) emissions to the environment are increasing as a result of anthropogenic
activities, prompting concerns for ecosystems and human health. In order to evaluate the risk …
activities, prompting concerns for ecosystems and human health. In order to evaluate the risk …
Current methods and prospects for analysis and characterization of nanomaterials in the environment
Analysis and characterization of naturally occurring and engineered nanomaterials in the
environment are critical for understanding their environmental behaviors and defining real …
environment are critical for understanding their environmental behaviors and defining real …
Distinguishing Engineered TiO2 Nanomaterials from Natural Ti Nanomaterials in Soil Using spICP-TOFMS and Machine Learning
Identifying engineered nanomaterials (ENMs) made from earth-abundant elements in soils
is difficult because soil also contains natural nanomaterials (NNMs) containing similar …
is difficult because soil also contains natural nanomaterials (NNMs) containing similar …
Single-particle metal fingerprint analysis and machine learning pipeline for source apportionment of metal-containing fine particles in air
Fine particulate matter (PM2. 5) is a serious global health concern requiring mitigation, but
source apportionment is difficult due to the limited variability in bulk aerosol composition …
source apportionment is difficult due to the limited variability in bulk aerosol composition …
Toxic impacts of amorphous silica nanoparticles on liver and kidney of male adult rats: an in vivo study
The toxic effects of the amorphous silica nanoparticles have not been thoroughly studied.
Moreover, the majority of the in vivo investigations were performed using an inhalation …
Moreover, the majority of the in vivo investigations were performed using an inhalation …