Zhou Huang(黄舟)

Zhou Huang(黄舟)

Peking University

H-index: 24

Asia-China

About Zhou Huang(黄舟)

Zhou Huang(黄舟), With an exceptional h-index of 24 and a recent h-index of 23 (since 2020), a distinguished researcher at Peking University, specializes in the field of Geographic Information System, Spatial Data Mining, Cloud GeoAI, Urban Sustainability.

His recent articles reflect a diverse array of research interests and contributions to the field:

An Optimized Edge-Focused Siamese Network for Monitoring New Illegal Buildings Using Satellite Images

A lightweight multi-layer perceptron for efficient multivariate time series forecasting

Spatiotemporal Fusion Transformer for large-scale traffic forecasting

Evaluating the impact of urban morphology on urban vitality: an exploratory study using big geo-data

Examining active travel behavior through explainable machine learning: Insights from Beijing, China

MultiSenseSeg: A cost-effective unified multimodal semantic segmentation model for remote sensing

Streamlining trajectory map-matching: a framework leveraging spark and GPU-based stream processing

地理分析中的空间效应

Zhou Huang(黄舟) Information

University

Position

Associate Professor

Citations(all)

1535

Citations(since 2020)

1321

Cited By

572

hIndex(all)

24

hIndex(since 2020)

23

i10Index(all)

36

i10Index(since 2020)

33

Email

University Profile Page

Peking University

Google Scholar

View Google Scholar Profile

Zhou Huang(黄舟) Skills & Research Interests

Geographic Information System

Spatial Data Mining

Cloud GeoAI

Urban Sustainability

Top articles of Zhou Huang(黄舟)

Title

Journal

Author(s)

Publication Date

An Optimized Edge-Focused Siamese Network for Monitoring New Illegal Buildings Using Satellite Images

IEEE Transactions on Geoscience and Remote Sensing

Haode Du

Zhou Huang

Yi Zhang

2024/3/20

A lightweight multi-layer perceptron for efficient multivariate time series forecasting

Knowledge-Based Systems

Zhenghong Wang

Sijie Ruan

Tianqiang Huang

Haoyi Zhou

Shanghang Zhang

...

2024/3/15

Spatiotemporal Fusion Transformer for large-scale traffic forecasting

Information Fusion

Zhenghong Wang

Yi Wang

Furong Jia

Fan Zhang

Nikita Klimenko

...

2024/2/5

Evaluating the impact of urban morphology on urban vitality: an exploratory study using big geo-data

International Journal of Digital Earth

Yanxiao Jiang

Zhou Huang

Xiao Zhou

Xiaojian Chen

2024/12/31

Examining active travel behavior through explainable machine learning: Insights from Beijing, China

Transportation Research Part D: Transport and Environment

Ganmin Yin

Zhou Huang

Chen Fu

Shuliang Ren

Yi Bao

...

2024/2/1

MultiSenseSeg: A cost-effective unified multimodal semantic segmentation model for remote sensing

IEEE Transactions on Geoscience and Remote Sensing

Qingpeng Wang

Wei Chen

Zhou Huang

Hongzhao Tang

Lan Yang

2024/4/18

Streamlining trajectory map-matching: a framework leveraging spark and GPU-based stream processing

International Journal of Geographical Information Science

Houji Qi

Zhou Huang

Yiran Chen

Yi Zhang

Yong Gao

2024/4/9

地理分析中的空间效应

Acta Geographica Sinica

Yu Liu

Keli Wang

Xiaoyue Xing

Hao Guo

Weiyu Zhang

...

2023/3

How building and street morphology affect CO2 emissions: Evidence from a spatially varying relationship analysis in Beijing

Building and Environment

Quanhua Dong

Zhou Huang

Xiao Zhou

Yuan Guo

Bronte Scheuer

...

2023/5/15

Big geodata reveals spatial patterns of built environment stocks across and within cities in China

Engineering

Zhou Huang

Yi Bao

Ruichang Mao

Han Wang

Ganmin Yin

...

2023/7/5

Spatiotemporal analysis of CO2 emissions and emission reduction potential of Beijing buses using smart card data

Sustainable Cities and Society

Jiangpeng Zheng

Zhou Huang

Xiao Zhou

Bronte Scheuer

Han Wang

2023/12/1

High‐resolution quantification of building stock using multi‐source remote sensing imagery and deep learning

Journal of Industrial Ecology

Yi Bao

Zhou Huang

Han Wang

Ganmin Yin

Xiao Zhou

...

2023/1

PolyBuilding: Polygon transformer for building extraction

ISPRS Journal of Photogrammetry and Remote Sensing

Yuan Hu

Zhibin Wang

Zhou Huang

Yu Liu

2023/5/1

PATRIC: A high performance parallel urban transport simulation framework based on traffic clustering

Simulation Modelling Practice and Theory

Lin Wan

Ganmin Yin

Jiahao Wang

Golan Ben-Dor

Aleksey Ogulenko

...

2023/7/1

Quantifying the environmental characteristics influencing the attractiveness of commercial agglomerations with big geo-data

Environment and Planning B: Urban Analytics and City Science

Zhou Huang

Ganmin Yin

Xia Peng

Xiao Zhou

Quanhua Dong

2023/11

The spatially varying effects of built environment characteristics on the integrated usage of dockless bike-sharing and public transport

Sustainable Cities and Society

Xiao Zhou

Quanhua Dong

Zhou Huang

Ganmin Yin

Guoqing Zhou

...

2023

High-resolution mapping of material stocks in the built environment across 50 Chinese cities

Resources, Conservation and Recycling

Yi Bao

Zhou Huang

Ruichang Mao

Gang Liu

Han Wang

...

2023/12/1

How to quantify the travel ratio of urban public transport at a high spatial resolution? A novel computational framework with geospatial big data

Ganmin Yin

Zhou Huang

Liu Yang

Eran Ben-Elia

Liyan Xu

...

2023/4/1

Quantifying spatially varying impacts of public transport on NO concentrations with big geo-data

Environmental Monitoring and Assessment

Han Wang

Xiao Zhou

Hao Guo

Quanhua Dong

Zhou Huang

2023/6

Spatial Blockchain: Enhancing Spatial Queries and Applications through Integrating Blockchain and Spatial Database Technologies

Electronics

Yi Bao

Zhiming Gui

Zhongxiang Sun

Zhengyang An

Zhou Huang

2023/10/16

See List of Professors in Zhou Huang(黄舟) University(Peking University)

Co-Authors

H-index: 58
Yu Liu

Yu Liu

Peking University

H-index: 51
Gang Liu (刘刚)

Gang Liu (刘刚)

Syddansk Universitet

H-index: 25
Fan Zhang (張帆)

Fan Zhang (張帆)

Massachusetts Institute of Technology

H-index: 18
Di Zhu

Di Zhu

University of Minnesota-Twin Cities

H-index: 11
Ruichang Mao (毛睿昌)

Ruichang Mao (毛睿昌)

Tsinghua University

H-index: 9
Ximeng Cheng

Ximeng Cheng

Peking University

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