Estimation of PM2.5 Concentration across China Based on Multi-Source Remote Sensing Data and Machine Learning Methods
Y Yang, Z Wang, C Cao, M Xu, X Yang, K Wang… - Remote Sensing, 2024 - mdpi.com
Long-term exposure to high concentrations of fine particles can cause irreversible damage
to people's health. Therefore, it is of extreme significance to conduct large-scale continuous …
to people's health. Therefore, it is of extreme significance to conduct large-scale continuous …
Comparative analysis of selected geostatistical methods for bottom surface modeling
P Biernacik, W Kazimierski, M Włodarczyk-Sielicka - Sensors, 2023 - mdpi.com
Digital bottom models are commonly used in many fields of human activity, such as
navigation, harbor and offshore technologies, or environmental studies. In many cases, they …
navigation, harbor and offshore technologies, or environmental studies. In many cases, they …
How much carbon storage will loss in a desertification area? Multiple policy scenario analysis from Gansu Province
J Liu, X Pei, W Yu, J Nan, H Fang, K Wang… - Science of the Total …, 2024 - Elsevier
Carbon storage plays a pivotal role in addressing climate change, maintaining ecological
equilibrium, and fostering sustainable development. Gansu Province, situated in the arid to …
equilibrium, and fostering sustainable development. Gansu Province, situated in the arid to …
Considering geographical spatiotemporal attributes for seamless air temperature data fusion with high accuracy
High-resolution, high spatiotemporal continuity, and high-precision temperature data (3H
Ta) are essential for understanding local to global climate change and for studying urban …
Ta) are essential for understanding local to global climate change and for studying urban …
Regional PM2. 5 concentration prediction analysis and spatio-temporal mapping incorporating ZWD data
C Meng, S Xie, L Liu, P Wei, Y Tang, Y Zhang - Atmospheric Pollution …, 2024 - Elsevier
In recent years, air pollution events have been frequent and machine learning models have
been widely used in research on long-term and short-term PM 2.5 concentration prediction …
been widely used in research on long-term and short-term PM 2.5 concentration prediction …
Synergistic Evolution of PM2.5 and O3 Concentrations: Evidence from Environmental Kuznets Curve Tests in the Yellow River Basin
G Qi, Y Miao, F Xie, C Teng, C Wang, Z Wang - Sustainability, 2024 - mdpi.com
Air pollution, especially the synergistic pollution of PM2. 5 and O3, poses a severe threat to
human life and production. The synergistic formation mechanism of PM2. 5 and O3 pollution …
human life and production. The synergistic formation mechanism of PM2. 5 and O3 pollution …
Exploring the Influence of the Built Environment on the Demand for Online Car-Hailing Services Using a Multi-Scale Geographically and Temporally Weighted …
R Cheng, W Zeng, X Wu, F Chen, B Miao - Sustainability, 2024 - mdpi.com
Online car-hailing is gradually shifting towards a predominant use of electric vehicles, a
change that is advantageous for developing a sustainable society. Understanding the …
change that is advantageous for developing a sustainable society. Understanding the …
[HTML][HTML] A Novel Flexible Geographically Weighted Neural Network for High-Precision PM2. 5 Mapping across the Contiguous United States
D Wang, J Cao, B Zhang, Y Zhang, L Xie - ISPRS International Journal of …, 2024 - mdpi.com
Air quality degradation has triggered a large-scale public health crisis globally. Existing
machine learning techniques have been used to attempt the remote sensing estimates of …
machine learning techniques have been used to attempt the remote sensing estimates of …
Spatiotemporal Exposure Assessment of PM2.5 Concentration Using a Sensor-Based Air Monitoring System
J Shin, J Woo, Y Choe, G Min, D Kim, D Kim, S Lee… - Atmosphere, 2024 - mdpi.com
Sensor-based air monitoring instruments (SAMIs) can provide high-resolution air quality
data by offering a detailed mapping of areas that air quality monitoring stations (AQMSs) …
data by offering a detailed mapping of areas that air quality monitoring stations (AQMSs) …
Spatiotemporal Variation of Summertime Urban Heat Island (UHI) and Its Correlation with Particulate Matter (PM2. 5) over Metropolitan Cities in Alabama
G El Afandi, H Ismael - Geographies, 2023 - mdpi.com
More than half of the global population lives in urban areas, which can cause the
phenomenon known as Urban Heat Island (UHI). UHI is a phenomenon where urban areas …
phenomenon known as Urban Heat Island (UHI). UHI is a phenomenon where urban areas …