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Chinese Academy of Sciences Institutional Repositories Grid
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CAS IR Grid
机构
地理科学与资源研... [311]
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Spatiotemporal trends and ecological disparities of PM2.5 and vegetation coverage in Anhui Province
期刊论文
OAI收割
FRONTIERS IN ENVIRONMENTAL SCIENCE, 4600, 卷号: 13, 页码: 1717796
作者:
Li, Yunhao
;
Guo, Jia
;
Han, Chenyang
;
Wang, Xiangge
;
Shi, Mingjie
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收藏
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浏览/下载:0/0
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提交时间:2026/01/21
PM2.5
spatiotemporal evolution
Anhui Province
fractional vegetation cover
correlation analysis
Explainable GeoAI reveals spatially varying and nonlinear associations of PM2.5 pollution with driving factors in Chinese cities from 2015 to 2022
期刊论文
OAI收割
INTERNATIONAL JOURNAL OF DIGITAL EARTH, 2026, 卷号: 19, 期号: 1, 页码: 2620872
作者:
Dai, Xiaoliang
;
Sun, Kai
;
Li, Weirong
;
Zhu, Yunqiang
;
Ding, Fangyu
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收藏
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浏览/下载:0/0
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提交时间:2026/03/16
PM2.5 concentration
natural and socioeconomic factors
GeoAI
geographical random forest
explainable AI
Different effects of CO2, PM2.5, PM10, and O3 concentrations on urban and rural vegetation growth: A case study of Shenzhen, China
期刊论文
OAI收割
PHYSICS AND CHEMISTRY OF THE EARTH, 2026, 卷号: 143, 页码: 104404
作者:
Dong, Guannan
;
Wang, Weimin
;
Chen, Shaohui
;
Liu, Kai
;
Zhang, Furong
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收藏
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浏览/下载:0/0
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提交时间:2026/04/16
Urban vegetation
Gross primary production (GPP)
Carbon dioxide (CO 2 )
Particulate matter (PM 2.5 and PM 10 )
Ozone (O 3 )
Predicting distribution characteristics of PM2.5 concentrations across China combining land use regression model and spatiotemporally weighted stacking machine learning algorithms
期刊论文
OAI收割
JOURNAL OF ENVIRONMENTAL CHEMICAL ENGINEERING, 2026, 卷号: 14, 期号: 2, 页码: 121780
作者:
Wang, Wentao
;
Zhang, Ping
;
Han, Yuanyuan
;
Zhang, Fengqian
;
Huang, Yue
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收藏
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浏览/下载:0/0
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提交时间:2026/03/16
PM 2.5 pollution
Land use regression model
Machine learning ensemble method
Space-time weighting information
Spatiotemporal modelling
Exploring regional spatiotemporal dynamic evolution of urban road PM2.5 by integrating road network modeling and mobile monitoring data
期刊论文
OAI收割
CITIES, 2026, 卷号: 170, 页码: 106648
作者:
Xin, Rui
;
Hou, Songji
;
Pan, Jiale
;
Wang, Jiaoe
;
Hou, Chuanying
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收藏
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浏览/下载:0/0
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提交时间:2025/12/19
Mobile monitoring
Urban road pollution
Community detection
Community evolution
PM2.5
Dynamics of PM2.5 Emissions from Cropland Fires in Typical Regions of China and Its Impact on Air Quality
期刊论文
OAI收割
FIRE-SWITZERLAND, 2026, 卷号: 9, 期号: 1, 页码: 46
作者:
Lian, Chenqin
;
Feng, Zhiming
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收藏
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浏览/下载:0/0
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提交时间:2026/03/16
cropland fires
PM2.5 emissions
straw-burning ban policies
environmental impact
GFAS
China
Forecasting Daily Ambient PM2.5 Concentrations in Qingdao City Using Deep Learning and Hybrid Interpretable Models and Analysis of Driving Factors Using SHAP
期刊论文
OAI收割
TOXICS, 2025, 卷号: 14, 期号: 1, 页码: 44
作者:
He, Zhenfang
;
Guo, Qingchun
;
Zhang, Zuhan
;
Feng, Genyue
;
Qiao, Shuaisen
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收藏
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浏览/下载:0/0
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提交时间:2026/03/16
deep learning
ANN
RNN
CNN
transformer
BiLSTM
SHAP
PM2.5
Identification of Local and Transboundary Sources and Mechanisms of PM2.5 and O3 Pollution on the Tibetan Plateau: Implications for Sustainable Air Quality Governance
期刊论文
OAI收割
SUSTAINABILITY, 2025, 卷号: 17, 期号: 23, 页码: 10853
作者:
Li, Yue
;
He, Yuejun
;
Wang, Yumeng
;
Li, Guangying
;
Zhang, Xuan
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收藏
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浏览/下载:0/0
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提交时间:2026/01/21
Tibetan Plateau
air pollution
PM2.5
ozone (O-3)
transboundary transport
sustainable air quality governance
Spatiotemporal Trends and Drivers of PM2.5 Concentrations in Shandong Province from 2014 to 2023 Under Socioeconomic Transition
期刊论文
OAI收割
TOXICS, 2025, 卷号: 13, 期号: 11, 页码: 978
作者:
Qiao, Shuaisen
;
Guo, Qingchun
;
He, Zhenfang
;
Feng, Genyue
;
Wang, Zhaosheng
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收藏
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浏览/下载:0/0
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提交时间:2026/01/21
PM2.5
socioeconomic factors
meteorological factors
geodetector
air pollution
air temperature
wind speed
emissions
Understanding the Relationship Between Urban Green Infrastructure and PM2.5 Based on an Explainable Machine Learning Model: Evidence From 288 Cities in China
期刊论文
OAI收割
EARTHS FUTURE, 2025, 卷号: 13, 期号: 11, 页码: e2025EF006861
作者:
Lyu, Feinan
;
Chen, Kai
;
Olhnuud, Aruhan
;
Sun, Xiaojie
;
Gong, Cheng
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收藏
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浏览/下载:0/0
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提交时间:2025/12/19
urban green infrastructure
PM2.5
transparent machine learning models
morphological spatial patterns
core