Widespread Sensitivity of Grassland Water Use Efficiency to Deep Soil Moisture on the Tibetan Plateau
Abstract Water use efficiency (WUE, the ratio of gross primary productivity to evapotranspiration (ET)) is a robust indicator of ecosystem response to climate change, with soil moisture serving as a crucial determinant. Soil moisture varies across soil layers due to ET and soil structure, thereby di...
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| Format: | Article |
| Language: | English |
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Wiley
2025-06-01
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| Series: | Water Resources Research |
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| Online Access: | https://doi.org/10.1029/2024WR038645 |
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| author | Yang Liu Cheng Chen Qiuwen Chen Jianyun Zhang Zhen Cui Zhenzhong Zeng |
| author_facet | Yang Liu Cheng Chen Qiuwen Chen Jianyun Zhang Zhen Cui Zhenzhong Zeng |
| author_sort | Yang Liu |
| collection | DOAJ |
| description | Abstract Water use efficiency (WUE, the ratio of gross primary productivity to evapotranspiration (ET)) is a robust indicator of ecosystem response to climate change, with soil moisture serving as a crucial determinant. Soil moisture varies across soil layers due to ET and soil structure, thereby differentially impacting vegetation. However, the influence of soil moisture at various soil layers on grassland WUE remains poorly understood. Using random forest and Shapley additive explanations, we examined grassland WUE sensitivity to soil moisture at different soil layers across alpine meadow and steppe ecosystems on the Tibetan Plateau. We found that grassland WUE was more sensitive to deep soil moisture (deepSM) than surface (surSM) and middle (midSM) over 2001–2020. Structural equation modeling indicated deepSM was less influenced by temperature, vapor pressure deficit (vpd) and wind speed (ws), thus providing more stable water to vegetation and exerting greater influence on WUE under the same moisture change. Additionally, alpine steppes exhibited lower sensitive to soil moisture than alpine meadows due to greater ecological adaptations and deeper root systems. Over time, WUE sensitivity to deepSM remained stable, whereas sensitivity to surSM and midSM significantly decreased in both grassland types on the Tibetan Plateau. This decrease in WUE sensitivity to surSM and midSM was associated with increased precipitation, decreased ws, and increased vpd. These findings highlight differences in WUE sensitivity to soil moisture across soil layers and ecosystems, emphasizing the importance of deepSM in sustaining grassland water‐carbon coupling. This study provides a foundation for future validations at broader spatial scales. |
| format | Article |
| id | doaj-art-3a8b0c29dcce4e8aa2ec97e8d2174f6e |
| institution | Kabale University |
| issn | 0043-1397 1944-7973 |
| language | English |
| publishDate | 2025-06-01 |
| publisher | Wiley |
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| series | Water Resources Research |
| spelling | doaj-art-3a8b0c29dcce4e8aa2ec97e8d2174f6e2025-08-20T03:31:40ZengWileyWater Resources Research0043-13971944-79732025-06-01616n/an/a10.1029/2024WR038645Widespread Sensitivity of Grassland Water Use Efficiency to Deep Soil Moisture on the Tibetan PlateauYang Liu0Cheng Chen1Qiuwen Chen2Jianyun Zhang3Zhen Cui4Zhenzhong Zeng5The National Key Laboratory of Water Disaster Prevention Nanjing Hydraulic Research Institute Nanjing ChinaThe National Key Laboratory of Water Disaster Prevention Nanjing Hydraulic Research Institute Nanjing ChinaThe National Key Laboratory of Water Disaster Prevention Nanjing Hydraulic Research Institute Nanjing ChinaThe National Key Laboratory of Water Disaster Prevention Nanjing Hydraulic Research Institute Nanjing ChinaThe National Key Laboratory of Water Disaster Prevention Nanjing Hydraulic Research Institute Nanjing ChinaSchool of Environmental Science and Engineering Southern University of Science and Technology Shenzhen ChinaAbstract Water use efficiency (WUE, the ratio of gross primary productivity to evapotranspiration (ET)) is a robust indicator of ecosystem response to climate change, with soil moisture serving as a crucial determinant. Soil moisture varies across soil layers due to ET and soil structure, thereby differentially impacting vegetation. However, the influence of soil moisture at various soil layers on grassland WUE remains poorly understood. Using random forest and Shapley additive explanations, we examined grassland WUE sensitivity to soil moisture at different soil layers across alpine meadow and steppe ecosystems on the Tibetan Plateau. We found that grassland WUE was more sensitive to deep soil moisture (deepSM) than surface (surSM) and middle (midSM) over 2001–2020. Structural equation modeling indicated deepSM was less influenced by temperature, vapor pressure deficit (vpd) and wind speed (ws), thus providing more stable water to vegetation and exerting greater influence on WUE under the same moisture change. Additionally, alpine steppes exhibited lower sensitive to soil moisture than alpine meadows due to greater ecological adaptations and deeper root systems. Over time, WUE sensitivity to deepSM remained stable, whereas sensitivity to surSM and midSM significantly decreased in both grassland types on the Tibetan Plateau. This decrease in WUE sensitivity to surSM and midSM was associated with increased precipitation, decreased ws, and increased vpd. These findings highlight differences in WUE sensitivity to soil moisture across soil layers and ecosystems, emphasizing the importance of deepSM in sustaining grassland water‐carbon coupling. This study provides a foundation for future validations at broader spatial scales.https://doi.org/10.1029/2024WR038645Tibetan Plateauwater use efficiencysoil moisturesensitivityShapley additive explanations |
| spellingShingle | Yang Liu Cheng Chen Qiuwen Chen Jianyun Zhang Zhen Cui Zhenzhong Zeng Widespread Sensitivity of Grassland Water Use Efficiency to Deep Soil Moisture on the Tibetan Plateau Water Resources Research Tibetan Plateau water use efficiency soil moisture sensitivity Shapley additive explanations |
| title | Widespread Sensitivity of Grassland Water Use Efficiency to Deep Soil Moisture on the Tibetan Plateau |
| title_full | Widespread Sensitivity of Grassland Water Use Efficiency to Deep Soil Moisture on the Tibetan Plateau |
| title_fullStr | Widespread Sensitivity of Grassland Water Use Efficiency to Deep Soil Moisture on the Tibetan Plateau |
| title_full_unstemmed | Widespread Sensitivity of Grassland Water Use Efficiency to Deep Soil Moisture on the Tibetan Plateau |
| title_short | Widespread Sensitivity of Grassland Water Use Efficiency to Deep Soil Moisture on the Tibetan Plateau |
| title_sort | widespread sensitivity of grassland water use efficiency to deep soil moisture on the tibetan plateau |
| topic | Tibetan Plateau water use efficiency soil moisture sensitivity Shapley additive explanations |
| url | https://doi.org/10.1029/2024WR038645 |
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