Concentrations and health risks of lead, cadmium, arsenic, and mercury in rice and edible mushrooms in China

Yong Fang, Xinyang Sun, Wenjian Yang, +8

Food Chemistry

Environmental ChemistryEngineeringEnvironmental EngineeringEdible MushroomsEnvironmental Health +12

Industrialization, urbanization, and innovation: Nonlinear drivers of carbon emissions in Chinese cities

Renlu Qiao, Xiaochang Liu, Shuo Gao, +7

Applied Energy

Urban GeographyChinese CitiesEngineeringUrban Economic DevelopmentUrban Economics +7

Nonlinear forces in urban thermal environment using Bayesian optimization-based ensemble learning

Zhiqiang Wu, Renlu Qiao, Shuang Zhao, +7

The Science of The Total Environment

EngineeringMachine LearningData SciencePhysic Aware Machine LearningUncertainty Quantification +10

The nonlinear influence of land conveyance on urban carbon emissions: An interpretable ensemble learning-based approach

Renlu Qiao, Zhiqiang Wu, Qingrui Jiang, +4

Land Use Policy

Pollution DetectionEnvironmental MonitoringEarth ScienceMachine LearningLand Conveyance +13

Unveiling the nonlinear drivers of urban land resources on carbon emissions: The mediating role of industrial upgrading and technological innovation

Renlu Qiao, Tao Wu, Shiqi Zhou, +5

Resources Conservation and Recycling

Urban Land UseCarbon Emission TradingEngineeringEnvironmental Impact AssessmentCarbon Emissions +6

Decoupling the multi-drivers of urban extreme heat environment in urban agglomerations using ensemble learning

Xiaochang Liu, Zhiyu Liu, Zhiliang Zhu, +1

Building and Environment

Urban GeographyData ScienceUrban ModellingGeographyUrban Climate Impact +5

Understanding the global subnational migration patterns driven by hydrological intrusion exposure

Renlu Qiao, Shuo Gao, Xiaochang Liu, +7

Nature Communications

Predicting building energy consumption in urban neighborhoods using machine learning algorithms

Qingrui Jiang, Chenyu Huang, Zhiqiang Wu, +4

Frontiers of Urban and Rural Planning

Unveiling the spatially varied nonlinear effects of urban built environment on housing prices using an interpretable ensemble learning model

Xiaochang Liu, Renlu Qiao, Zhiqiang Wu, +4

Applied Geography

CEDUP: Using incremental learning modeling to explore Spatio-temporal carbon emission distribution and unearthed patterns at the municipal level

Zhìqiáng Wú, Renlu Qiao, Xiaochang Liu, +4

Resources Conservation and Recycling

Environmental MonitoringEngineeringData ScienceSpatiotemporal DatabaseEnvironmental Impact Assessment +6