Assessment of the gridded burden of disease caused by PM-bound heavy metals in Beijing based on machine learning algorithm and DALYs.

Sci Total Environ

Engineering Research Center of Natural Medicine, Ministry of Education, Beijing Normal University, Beijing 100875, China; Faculty of Geographical Science, Beijing Normal University, Beijing 100875, China. Electronic address:

Published: March 2025


Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

Download full-text PDF

Source
http://dx.doi.org/10.1016/j.scitotenv.2025.178788DOI Listing

Publication Analysis

Top Keywords

assessment gridded
4
gridded burden
4
burden disease
4
disease caused
4
caused pm-bound
4
pm-bound heavy
4
heavy metals
4
metals beijing
4
beijing based
4
based machine
4

Similar Publications

Lots of agricultural or environmental studies, researches, policy evaluations are based on Land Parcel Information System (LPIS), combined with other pedo-climatic or agro-environmental data. This is the case for example for different kinds of models, as crop models which have been used widely in France to assess ecosystemic services or carbon storage, agent-based models for watershed analyses or for models assessing erosion risks. However, integration of pedo-climatic and agro-environmental data at a high-resolution level remains challenging.

View Article and Find Full Text PDF

Unified Discontinuous Galerkin Analysis of a Thermo/Poro-viscoelasticity Model.

J Sci Comput

September 2025

MOX-Dipartimento di Matematica, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milan, Italy.

We present and analyze a discontinuous Galerkin method for the numerical modeling of a Kelvin-Voigt thermo/poro-viscoelastic problem. We present the derivation of the model and we develop a stability analysis in the continuous setting that holds both for the full inertial and quasi-static problems and that is robust with respect to most of the physical parameters of the problem. For spatial discretization, we propose an arbitrary-order weighted symmetric interior penalty scheme that supports general polytopal grids and is robust with respect to strong heterogeneities in the model coefficients.

View Article and Find Full Text PDF

Electrolytic hydrogen can support the decarbonization of the power sector. Achieving cost-effective power-to-gas-to-power (PGP) integration through targeted emissions pricing can accelerate the adoption of electrolytic hydrogen in greenhouse gas-intensive power sectors. This study develops a framework for assessing the economic viability of electrolytic hydrogen-based PGP systems in fossil fuel-dependent grids, while considering the competing objectives of the electricity system operator, a risk-averse investor, and the government.

View Article and Find Full Text PDF

Earthquake hazards, such as strong ground motion, liquefaction, and landslides, pose significant threats to structures built on seismically vulnerable, loose, and saturated sandy soils. Therefore, a structural failure evaluation method that accounts for site-specific seismic responses is essential for developing effective and appropriate earthquake hazard mitigation strategies. In this study, a real-time assessment framework for structural seismic susceptibility is developed.

View Article and Find Full Text PDF

Nature-based solutions are now a key part in climate change adaptation, particularly for urban environments. Urban forests are one of the most used methods for adding ecosystem services to an urban environment and at the same time address urban-specific climate change challenges such as heat-island effect, intense rainfall and water management. However, the effects of climate change in the long-term on urban forests are seldom taken into account when planning interventions such as afforestation.

View Article and Find Full Text PDF