2021
DOI: 10.1016/j.scitotenv.2020.141270
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Rapid urbanization and its driving mechanism in the Pan-Third Pole region

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Cited by 50 publications
(22 citation statements)
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“…We used a global multitemporal urban land data set from 1992 to 2016 in this study (https://doi.pangaea.de/10.1594/PANGAEA.892684). In this data set, urban land is defined as the area with more than 50% in cover by non‐vegetated, human‐constructed elements, and this definition excludes rural settlements (He et al., 2019; Huang et al., 2020; Luan & Li, 2021). This data set provides urban land information at a 1 km 2 resolution extracted by deep learning, with an overall accuracy of 90.9% and a Kappa coefficient of 0.47.…”
Section: Methodsmentioning
confidence: 99%
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“…We used a global multitemporal urban land data set from 1992 to 2016 in this study (https://doi.pangaea.de/10.1594/PANGAEA.892684). In this data set, urban land is defined as the area with more than 50% in cover by non‐vegetated, human‐constructed elements, and this definition excludes rural settlements (He et al., 2019; Huang et al., 2020; Luan & Li, 2021). This data set provides urban land information at a 1 km 2 resolution extracted by deep learning, with an overall accuracy of 90.9% and a Kappa coefficient of 0.47.…”
Section: Methodsmentioning
confidence: 99%
“…Y. He, Gao, Huang, Ma, & Dou, 2017;Luan & Li, 2021). Such rapid urban expansion in endoreic watershed may render unprecedented pressures on local ecosystems and human well-being.…”
Section: Accepted Articlementioning
confidence: 99%
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“…Big data offer groundbreaking manners of analyzing and enhancing networked environmental, social, and economic systems [93][94][95][96][97] to attain urban sustainability behavior. Carrying out coherent resource management is imperative for urban sustainability behavior.…”
Section: Sustainability Behavior Of Urban Systemsmentioning
confidence: 99%