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International Journal of Geographical Information Science Volume 36, 2022 - Issue 2
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Research Articles

Integration of Internet search data to predict tourism trends using spatial-temporal XGBoost composite model

Junfeng Kanga School of Civil and Surveying & Mapping Engineering, Jiangxi University of Science and Technology, Ganzhou, China;b Department of Geography, University of Connecticut, Connecticut, USAORCID Iconhttps://orcid.org/0000-0002-9887-4632View further author information
ORCID Icon,
Xingyu Guoa School of Civil and Surveying & Mapping Engineering, Jiangxi University of Science and Technology, Ganzhou, China;c Library, Nanchang Hangkong University, Nanchang, ChinaORCID Iconhttps://orcid.org/0000-0003-4710-3659View further author information
ORCID Icon,
Lei Fangd Department of Environmental Science and Engineering, Fudan University, Shanghai, ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0001-8902-1817View further author information
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Xiangrong Wangd Department of Environmental Science and Engineering, Fudan University, Shanghai, ChinaView further author information
&
Zhengqiu Fand Department of Environmental Science and Engineering, Fudan University, Shanghai, ChinaView further author information
Pages 236-252 | Received 20 Feb 2020, Accepted 21 May 2021, Published online: 05 Jul 2021

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Pengao Li, Haiyang Yu, Peng Zhou, Ping Zhang & Ruili Wang. (2023) Downscaling inversion of GRACE-derived groundwater storage changes based on ensemble learning. International Journal of Digital Earth 16:1, pages 2998-3022.
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Articles from other publishers (5)

Miao Ye, Lin Zhu, Xiaojuan Li, Yinghai Ke, Yong Huang, Beibei Chen, Huilin Yu, Huan Li & Hui Feng. (2023) Estimation of the soil arsenic concentration using a geographically weighted XGBoost model based on hyperspectral data. Science of The Total Environment 858, pages 159798.
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Yixue Xia, Qifeng Li, Wei Jiao & Yuexin Lan. (2023) Dynamic mechanism of eliminating COVID-19 vaccine hesitancy through web search. Frontiers in Public Health 11.
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Arnab Mitra, Arnav Jain, Avinash Kishore & Pravin Kumar. (2022) A Comparative Study of Demand Forecasting Models for a Multi-Channel Retail Company: A Novel Hybrid Machine Learning Approach. Operations Research Forum 3:4.
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Wenwen Xing, Cheng Zhou, Junli Li, Weiyin Wang, Jingchi He, Youjun Tu, Xiu Cao & Yunhua Zhang. (2022) Suitability Evaluation of Tea Cultivation Using Machine Learning Technique at Town and Village Scales. Agronomy 12:9, pages 2010.
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Hao Guo, Weiyu Zhang, Haode Du, Chaogui Kang & Yu Liu. (2022) Understanding China’s urban system evolution from web search index data. EPJ Data Science 11:1.
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