Review on COVID‐19 diagnosis models based on machine learning and deep learning approaches
COVID‐19 is the disease evoked by a new breed of coronavirus called the severe acute
respiratory syndrome coronavirus 2 (SARS‐CoV‐2). Recently, COVID‐19 has become a …
respiratory syndrome coronavirus 2 (SARS‐CoV‐2). Recently, COVID‐19 has become a …
A chronology of global air quality
D Fowler, P Brimblecombe… - … of the Royal …, 2020 - royalsocietypublishing.org
Air pollution has been recognized as a threat to human health since the time of Hippocrates,
ca 400 BC. Successive written accounts of air pollution occur in different countries through …
ca 400 BC. Successive written accounts of air pollution occur in different countries through …
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 …
Air pollution exposure and Covid-19 in Dutch municipalities
In light of the existing preliminary evidence of a link between Covid-19 and poor air quality,
which is largely based upon correlations, we estimate the relationship between long term air …
which is largely based upon correlations, we estimate the relationship between long term air …
Effects of COVID-19 lockdown on global air quality and health
F Liu, M Wang, M Zheng - Science of the Total Environment, 2021 - Elsevier
The COVID-19 pandemic has put much of the world into lockdown, as one unintended
upside to this response, the air quality has been widely reported to have improved …
upside to this response, the air quality has been widely reported to have improved …
Applications of artificial intelligence in battling against covid-19: A literature review
M Tayarani - Chaos, Solitons and Fractals, 2020 - researchprofiles.herts.ac.uk
Colloquially known as coronavirus, the Severe Acute Respiratory Syndrome CoronaVirus 2
(SARS-CoV-2), that causes CoronaVirus Disease 2019 (COVID-19), has become a matter of …
(SARS-CoV-2), that causes CoronaVirus Disease 2019 (COVID-19), has become a matter of …
Has the sustainable development planning policy promoted the green transformation in China's resource-based cities?
Y Wang, H Chen, R Long, Q Sun, S Jiang… - Resources, Conservation …, 2022 - Elsevier
Scientific evaluation of the transformation effect of resource-based cities is an important way
to measure the effect of the implementation of national transformation policies, and it is also …
to measure the effect of the implementation of national transformation policies, and it is also …
Causal inference for time series analysis: Problems, methods and evaluation
Time series data are a collection of chronological observations which are generated by
several domains such as medical and financial fields. Over the years, different tasks such as …
several domains such as medical and financial fields. Over the years, different tasks such as …
Attribution of air quality benefits to clean winter heating policies in China: combining machine learning with causal inference
Heating is a major source of air pollution. To improve air quality, a range of clean heating
policies were implemented in China over the past decade. Here, we evaluated the impacts …
policies were implemented in China over the past decade. Here, we evaluated the impacts …
Quantification of COVID-19 impacts on NO2 and O3: Systematic model selection and hyperparameter optimization on AI-based meteorological-normalization methods
Since the unprecedented outbreak of the COVID-19, numerous meteorological-
normalization techniques have been developed in lockdown-imposed regions to decouple …
normalization techniques have been developed in lockdown-imposed regions to decouple …