干旱
生态系统
环境科学
构造盆地
弹性(材料科学)
心理弹性
缺水
初级生产
生产力
流域
气候变化
生计
环境资源管理
生态恢复力
生态系统服务
水资源管理
水安全
稀缺
水文学(农业)
持续性
地理
生态学
地表径流
优势(遗传学)
农林复合经营
水资源
绿化
作者
Jian Liu,Yu Zhang,Cun Chang,Wei Yan,Yonglong Han,Shuai Wu,Jianwei Mao,Lin Han,Yonghui Wang,Xiaofei Ma
出处
期刊:Earth’s Future
[American Geophysical Union]
日期:2026-09-01
卷期号:14 (9)
摘要
Abstract Rapid oasisification is widely pursued to strengthen regional livelihoods and ecological security in arid endorheic basins, yet it proceeds under mounting water scarcity and ecological trade‐offs. Whether such greening actually enhances ecosystem resilience—and through which components—remains unclear. Here we couple Pressure–State–Response (PSR) accounting with explainable machine learning (XGBoost–TreeSHAP) to characterize how pressure, ecosystem state, response capacity, and composite resilience (ER) co‐vary across contrasting landscapes in the Tarim River Basin (2000–2020). Oasis cover expanded from 12.06% to 14.32% and basin‐wide ER rose modestly from 0.50 to 0.54. However, this gain coincided with improvement in the Response component across 86.9% of the basin, whereas Pressure increased across 75.6%—most acutely along the mainstem corridor (98.8%)—and only 65.8% of the basin showed net ecological improvement. Composite resilience thus appears response‐compensated rather than pressure‐relieved. TreeSHAP attribution revealed contrasting predictor structures: net primary productivity (NPP) was the leading contributor in oasis models (26%–43%), while evaporative‐demand and moisture‐related variables contributed more in non‐oasis models. PSR quadrant analysis further localized higher‐pressure, lower‐state conditions along the mainstem. These results indicate that rising composite resilience can mask persistent pressure in water‐limited inland river systems, and that coordinated monitoring of pressure, state, and response capacity is needed to support integrated water–land management under intensifying climatic and human forcing.
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