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International Journal of Digital Earth Volume 13, 2020 - Issue 6
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A framework for mixed-use decomposition based on temporal activity signatures extracted from big geo-data

Lun WuInstitute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, People's Republic of China;Beijing Key Lab of Spatial Information Integration and Its Applications, Peking University, Beijing, People's Republic of ChinaView further author information
,
Ximeng ChengInstitute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, People's Republic of China;Beijing Key Lab of Spatial Information Integration and Its Applications, Peking University, Beijing, People's Republic of ChinaORCID Iconhttps://orcid.org/0000-0001-9923-7240View further author information
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Chaogui KangSchool of Remote Sensing and Information Engineering, Wuhan University, Wuhan, People's Republic of ChinaORCID Iconhttps://orcid.org/0000-0002-0122-9419View further author information
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Di ZhuInstitute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, People's Republic of China;Beijing Key Lab of Spatial Information Integration and Its Applications, Peking University, Beijing, People's Republic of ChinaORCID Iconhttps://orcid.org/0000-0002-3237-6032View further author information
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Zhou HuangInstitute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, People's Republic of China;Beijing Key Lab of Spatial Information Integration and Its Applications, Peking University, Beijing, People's Republic of ChinaORCID Iconhttps://orcid.org/0000-0002-1255-1913View further author information
ORCID Icon &
Yu LiuInstitute of Remote Sensing and Geographical Information Systems, Peking University, Beijing, People's Republic of China;Beijing Key Lab of Spatial Information Integration and Its Applications, Peking University, Beijing, People's Republic of ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-0016-2902View further author information
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Pages 708-726 | Received 05 Apr 2018, Accepted 02 Dec 2018, Published online: 11 Dec 2018

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Minglu Che, Yanyun Nian, Siwen Chen, Hao Zhang & Tao Pei. (2023) Spatio-temporal characteristics of human activities using location big data in Qilian Mountain National Park. International Journal of Digital Earth 16:1, pages 3794-3809.
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Jing Li, Haiyan Liu, Jia Li, Xiaohui Chen & Zekun Tao. (2023) A knowledge-based approach for estimating the distribution of urban mixed land use. International Journal of Digital Earth 16:1, pages 965-987.
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Junjie Hu, Yong Gao, Xuechen Wang & Yu Liu. (2023) Recognizing mixed urban functions from human activities using representation learning methods. International Journal of Digital Earth 16:1, pages 289-307.
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Qingli Shi, Li Zhuo, Haiyan Tao & Qiuping Li. (2022) Mining hourly population dynamics by activity type based on decomposition of sequential snapshot data. International Journal of Digital Earth 15:1, pages 1395-1416.
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Weiming Huang, Lizhen Cui, Meng Chen, Daokun Zhang & Yao Yao. (2022) Estimating urban functional distributions with semantics preserved POI embedding. International Journal of Geographical Information Science 36:10, pages 1905-1930.
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Ximeng Cheng, Jianying Wang, Haifeng Li, Yi Zhang, Lun Wu & Yu Liu. (2021) A method to evaluate task-specific importance of spatio-temporal units based on explainable artificial intelligence. International Journal of Geographical Information Science 35:10, pages 2002-2025.
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Jinbao Zhang, Xia Li, Yao Yao, Ye Hong, Jialyu He, Zhangwei Jiang & Jianchao Sun. (2021) The Traj2Vec model to quantify residents’ spatial trajectories and estimate the proportions of urban land-use types. International Journal of Geographical Information Science 35:1, pages 193-211.
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Yong Gao, Jing Cheng, Haohan Meng & Yu Liu. (2019) Measuring spatio-temporal autocorrelation in time series data of collective human mobility. Geo-spatial Information Science 22:3, pages 166-173.
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