2021
DOI: 10.1016/j.catena.2021.105216
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Complex network and redundancy analysis of spatial–temporal dynamic changes and driving forces behind changes in oases within the Tarim Basin in northwestern China

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Cited by 38 publications
(25 citation statements)
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“…Spearman's correlation coefficients were applied to determine the correlation among the soil physical properties. Besides, redundancy analysis (RDA) was widely used to analyze the impact of each driving force by expounding the correlation between response and explanatory variables (Gabarrón et al, 2018; Zhang et al, 2021). In this study, the RDA was performed to evaluate the effect of soil physical properties (explanatory variables) on dyeing indices (response variables).…”
Section: Methodsmentioning
confidence: 99%
“…Spearman's correlation coefficients were applied to determine the correlation among the soil physical properties. Besides, redundancy analysis (RDA) was widely used to analyze the impact of each driving force by expounding the correlation between response and explanatory variables (Gabarrón et al, 2018; Zhang et al, 2021). In this study, the RDA was performed to evaluate the effect of soil physical properties (explanatory variables) on dyeing indices (response variables).…”
Section: Methodsmentioning
confidence: 99%
“…Oasis changes are influenced by both natural resource conditions and human activities [18]. In order to comprehensively and quantitatively analyze the drivers of oasis area change, we selected 10 variables, including both natural factors (average annual precipitation, average annual temperature and wind) and anthropogenic factors (population, GDP, primary industry, secondary industry, tertiary industry, livestock stock, and grain yield), and conducted the correlation analysis between the area change and the ten influencing factors through Pearson correlation [48].…”
Section: Influencing Factors Of the Oasis Changementioning
confidence: 99%
“…In recent years, researchers have carried out a lot of research on the spatial and temporal changes of the oasis in arid zones [7][8][9][10][11][12][13][14][15][16][17][18], greatly advancing our knowledge on the vegetation coverage change [19], land use change [11], landscape pattern of oasis [20], the driving forces of oasis change [4], oasis stability [21], and oasis land-use change prediction [17]. The research areas of the oasis in China are mostly concentrated in the main distribution areas of the oasis such as Xinjiang [22,23] and the Hexi Corridor of Gansu Province [24][25][26][27].…”
Section: Introductionmentioning
confidence: 99%
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“…Studying oasis evolution is an important foundation for understanding future changes in oases. Its core is to explore the direction of oasis changes (such as location and area) under the scenarios of changes in oasis driving factors, such as water resources (F. Huang & Ochoa, 2022; Z. Zhang et al., 2021). Currently, most studies focus on the directional changes of individual oases under changing environments, making it difficult to summarize global oasis change patterns (P. Chen et al., 2022; Sun et al., 2021; Xie et al., 2014).…”
Section: Introductionmentioning
confidence: 99%