首页|期刊导航|Journal of Arid Land|Incorporating spatial autocorrelation into soil salinity models:Insights from the Minqin Oasis and its desert–oasis transition zone in Northwest China

Incorporating spatial autocorrelation into soil salinity models:Insights from the Minqin Oasis and its desert–oasis transition zone in Northwest China

ZHAO Dan YANG Xiya GAO Yukun PAN Jing YOU Quangang XUE Xian

Journal of Arid Land2026，Vol.18Issue(7)：P.1135-1158,24.

Journal of Arid Land2026，Vol.18Issue(7)：P.1135-1158,24.DOI:10.1016/j.jaridl.2026.05.010

Incorporating spatial autocorrelation into soil salinity models:Insights from the Minqin Oasis and its desert–oasis transition zone in Northwest China

ZHAO Dan ¹YANG Xiya ²GAO Yukun ¹PAN Jing ²YOU Quangang ²XUE Xian²

作者信息

1. State Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands,Lanzhou 730000,China University of Chinese Academy of Sciences,Beijing 101408,China Drylands Salinization Research Station,Northwest Institute of Eco-environment&Resources,Chinese Academy of Sciences,Lanzhou 730000,China
2. State Key Laboratory of Ecological Safety and Sustainable Development in Arid Lands,Lanzhou 730000,China Drylands Salinization Research Station,Northwest Institute of Eco-environment&Resources,Chinese Academy of Sciences,Lanzhou 730000,China
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摘要

关键词

soil salinization/spatial autocorrelation(SAC)/machine learning/Gradient Boosting Regression Trees(GBRT)/spatial heterogeneity/GeoDetector/desert–oasis transition zone

分类

农业科技

引用本文复制引用

ZHAO Dan,YANG Xiya,GAO Yukun,PAN Jing,YOU Quangang,XUE Xian..Incorporating spatial autocorrelation into soil salinity models:Insights from the Minqin Oasis and its desert–oasis transition zone in Northwest China[J].Journal of Arid Land,2026,18(7):P.1135-1158,24.

基金项目

supported by the Central Government Guiding Funds for Local Scientific and Technological Development(23ZYQHO298) （23ZYQHO298）

the Science and Technology Program of Gansu Province(21JR7RA070) （21JR7RA070）

the Open Fund of the National Cryosphere Desert Data Center of China(2024NCDC003). （2024NCDC003）

Journal of Arid Land

ISSN：1674-6767

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