Scientia Silvae Sinicae ›› 2026, Vol. 62 ›› Issue (2): 75-84.doi: 10.11707/j.1001-7488.LYKX20240823
• Research papers • Previous Articles
Qunfang Zheng1,2,Jianzhuang Pang1,2,Yifan Zhang1,2,Xiaoyun Wu1,2,Qin Zhang1,2,Hang Xu1,2,*(
),Yang Xu1,2,Zhiqiang Zhang1,2
Received:2024-12-31
Revised:2025-05-16
Online:2026-02-25
Published:2026-03-04
Contact:
Hang Xu
E-mail:hangxu@bjfu.edu.cn
CLC Number:
Qunfang Zheng,Jianzhuang Pang,Yifan Zhang,Xiaoyun Wu,Qin Zhang,Hang Xu,Yang Xu,Zhiqiang Zhang. Spatiotemporal Variation Characteristics of Vegetation Water Use Efficiency in the Three-North Shelterbelt Forest Program Region[J]. Scientia Silvae Sinicae, 2026, 62(2): 75-84.
Table 1
Drought classification based on the standardized precipitation evapotranspiration index (SPEI-12)"
| 干旱等级Drought level | 划分标准Classification standard |
| 非干旱Non drought | SPEI-12 > ?0.5 |
| 轻度干旱Mild drought | ?1.0 < SPEI-12 ≤ ?0.5 |
| 中度干旱Moderate drought | ?1.5 < SPEI -12≤ ?1.0 |
| 重度干旱Severe drought | ?2.0 < SPEI-12 ≤?1.5 |
| 极端干旱Extreme drought | SPEI -12≤ ?2.0 |
Fig.6
Raster scale standardized deviation of water use efficiency (WUE) of different vegetation under different drought intensities significance of difference * indicates that the mean values of standardized precipitation evapotranspiration index are significantly different from zero. This figure is based on raster data of water use efficiency and the standardized precipitation evapotranspiration index, the standardized deviation of water use efficiency was calculated on a per-pixel basis, and the standardized precipitation evapotranspiration index values were classified into drought intensity levels according to the criteria in Tab.1. The resulting data are presented as box plots to show the variations across different vegetation types under varying drought intensities."
| 常 娟, 张增信, 田佳西, 等. 西北地区草地水分利用效率时空特征及其对气候变化的响应. 南京林业大学学报(自然科学版), 2020, 44 (3): 119- 125. | |
| Chang J, Zhang Z X, Tian J X, et al. Spatio-temporal characteristics of grassland water use efficiency and its response to climate change in northwest China. Journal of Nanjing Forestry University (Natural Sciences Edition), 2020, 44 (3): 119- 125. | |
| 陈国龙, 杨瑞霞, 王 普, 等. 近20 a三北地区植被资源时空变化特征探究. 云南大学学报(自然科学版), 2021, 43 (5): 1028- 1037. | |
| Chen G L, Yang R X, Wang P, et al. Spatial and temporal variation characteristics of vegetation resourcesin Three North Regions in recent 20 years. Journal of Yunnan University: Natural Sciences Edition, 2021, 43 (5): 1028- 1037. | |
| 杜晓铮, 赵 祥, 王昊宇, 等. 陆地生态系统水分利用效率对气候变化的响应研究进展. 生态学报, 2018, 38 (23): 8296- 8305. | |
| Du X Z, Zhao X, Wang H Y, et al. Responses of terrestrial ecosystem water use efficiency to climate change: a review. Acta Ecologica Sinica, 2018, 38 (23): 8296- 8305. | |
| 郭 铌, 王小平. 遥感干旱应用技术进展及面临的技术问题与发展机遇. 干旱气象, 2015, 33 (1): 1−18. | |
| Guo N, Wang X P. Advances and developing opportunities in remote sensing of drought. Journal of Arid Meteorology, 2015, 33 (1): 1−18. | |
| 郝海超, 郝兴明, 花 顶, 等. 2000—2018年中亚五国水分利用效率对气候变化的响应. 干旱区地理, 2021, 44 (1): 1- 14. | |
| Hao H C, Hao X M, Hua D, et al. Response of water use efficiency to climate change in five central Asian countries from 2000 to 2018. Arid Land Geography, 2021, 44 (1): 1- 14. | |
| 黄 麟, 祝 萍, 肖 桐, 等. 近35年三北防护林体系建设工程的防风固沙效应. 地理科学, 2018, 38 (4): 600- 609. | |
| Huang L, Zhu P, Xiao T, et al. The sand fixation effects of Three-North Shelter Forest Program in recent 35 years. Scientia Geographica Sinica, 2018, 38 (4): 600- 609. | |
| 纪 平, 邵全琴, 王 敏, 等. 中国三北防护林工程第二阶段生态效益综合评价. 林业科学, 2022, 58 (11): 31- 48. | |
| Ji P, Shao Q Q, Wang M, et al. Monitoring and assessment of ecological benefits of the Shelter Forest Program in the Three-North Region during 2001—2020. Scientia Silvae Sinicae, 2022, 58 (11): 31- 48. | |
| 刘 珂, 姜大膀. 基于两种潜在蒸散发算法的SPEI对中国干湿变化的分析. 大气科学, 2015, 39 (1): 23- 36. | |
| Liu K, Jiang D B. Analysis of dryness/wetness over China using standardized precipitation evapotranspiration index based on two evapotranspiration algorithms. Chinese Journal of Atmospheric Sciences, 2015, 39 (1): 23- 36. | |
| 刘 雨, 高光耀, 李宗善, 等. 内蒙古荒漠草原植物水分利用特征差异及对环境因子的响应. 生态学报, 2023, 43 (19): 7924- 7935. | |
| Liu Y, Gao G Y, Li Z S, et al. Differences in plant water use characteristics and responses to environmental factors in the desert grassland of the Inner Mongolia. Acta Ecologica Sinica, 2023, 43 (19): 7924- 7935. | |
| 刘原峰, 朱国锋, 赵 军, 等. 黄土高原区不同降水相态的时空变化. 地理科学, 2016, 36 (8): 1227- 1233. | |
| Liu Y F, Zhu G F, Zhao J, et al. Spatial and temporal variation of different precipitation type in the Loess Plateau Area. Scientia Geographica Sinica, 2016, 36 (8): 1227- 1233. | |
| 石欣荣, 佘敦先, 夏 军, 等. 1960-2019年三北地区潜在蒸散发的变化及归因. 武汉大学学报(工学版), 2022, 55 (10): 973- 984. | |
| Shi X R, She D X, Xia J, et al. Variation and attribution of potential evapotranspiration in the Three-Northern Regions, China during 1960−2019. Engineering Journal of Wuhan University, 2022, 55 (10): 973- 984. | |
| 薛联青, 肖 颖, 刘远洪, 等. 黄河流域植被水分利用效率对干旱的时空累积响应. 水资源保护, 2023, 39 (4): 32- 41. | |
| Xue L Q, Xiao Y, Liu Y H, et al. Spatiotemporal accumulation response of vegetation water use efficiency to drought in the Yellow River Basin. Water Resources Protection, 2023, 39 (4): 32- 41. | |
| 杨思遥, 孟 丹, 李小娟, 等. 华北地区2001—2014年植被变化对SPEI气象干旱指数多尺度的响应. 生态学报, 2018, 38 (3): 1028- 1039. | |
| Yang S Y, Meng D, Li X J, et al. Multi-scale responses of vegetation changes relative to the SPEI meteorological drought index in North China in 2001—2014. Acta Ecologica Sinica, 2018, 38 (3): 1028- 1039. | |
| 张宝庆, 邵 蕊, 赵西宁, 等. 大规模植被恢复对黄土高原生态水文过程的影响. 应用基础与工程科学学报, 2020, 28 (3): 594- 606. | |
| Zhang B Q, Shao R, Zhao X N, et al. Effects of large-scale vegetation restoration on eco-hydrological processes over the Loess Plateau, China. Journal of Basic Science and Engineering, 2020, 28 (3): 594- 606. | |
| 张含玉, 方怒放, 史志华. 黄土高原植被覆盖时空变化及其对气候因子的响应. 生态学报, 2016, 36 (13): 3960- 3968. | |
| Zhang H Y, Fang N F, Shi Z H. Spatio-temporal patterns for the NDVI and its responses to climatic factors in the Loess Plateau, China. Acta Ecologica Sinica, 2016, 36 (13): 3960- 3968. | |
| 张辉辉, 师尚礼, 武 蓓, 等. 苜蓿与3种多年生禾草混播效应研究. 草业学报, 2022, 31 (2): 159- 170. | |
| Zhang H H, Shi S L, Wu B, et al. A study of yield interactions in mixed sowings of alfalfa and three perennial grasses. Acta Prataculturae Sinica, 2022, 31 (2): 159- 170. | |
| 朱教君, 郑 晓. 关于三北防护林体系建设的思考与展望: 基于40年建设综合评估结果. 生态学杂志, 2019, 38 (5): 1600- 1610. | |
| Zhu J J, Zheng X. The prospects of development of the Three-North Afforestation Program (TNAP) : on the basis of the results of the 40-year construction general assessment of the TNAP. Chinese Journal of Ecology, 2019, 38 (5): 1600- 1610. | |
|
Deng C L, Zhang B Q, Cheng L Y, et al. Vegetation dynamics and their effects on surface water-energy balance over the Three-North Region of China. Agricultural and Forest Meteorology, 2019, 275, 79- 90.
doi: 10.1016/j.agrformet.2019.05.012 |
|
|
Fang L D, Ning Q R, Guo J J, et al. Hydraulic limitation underlies the dieback of Populus pseudo-simonii trees in water-limited areas of northern China. Forest Ecology and Management, 2021, 483, 118764.
doi: 10.1016/j.foreco.2020.118764 |
|
| Feng L, Teng F, Li N, et al. A reference-grade genome of the xerophyte Ammopiptanthus mongolicus sheds light on its evolution history in legumes and drought-tolerance mechanisms. Plant Communications, 2024, 5 (7): 100891. | |
|
Guo L M, Shan N, Zhang Y G, et al. Separating the effects of climate change and human activity on water use efficiency over the Beijing-Tianjin Sand Source Region of China. Science of The Total Environment, 2019, 690, 584- 595.
doi: 10.1016/j.scitotenv.2019.07.067 |
|
| Hao Y B, Zhang H, Biederman J A, et al. 2018. Seasonal timing regulates extreme drought impacts on CO2 and H2O exchanges over semiarid steppes in Inner Mongolia, China. Agriculture, Ecosystems & Environment, 266: 153-166. | |
|
Hoover D L, Hajek O L, Smith M D, et al. Compound hydroclimatic extremes in a semi-arid grassland: drought, deluge, and the carbon cycle. Global Change Biology, 2022, 28 (8): 2611- 2621.
doi: 10.1111/gcb.16081 |
|
|
Hu Y G, Li H, Wu D, et al. LAI-indicated vegetation dynamic in ecologically fragile region: a case study in the Three-North Shelter Forest program region of China. Ecological Indicators, 2021, 120, 106932.
doi: 10.1016/j.ecolind.2020.106932 |
|
| Hu Z Y, Dai Q H, Li H Y, et al. 2024. Response of ecosystem water-use efficiency to global vegetation greening. Catena, 239: 107952. | |
|
Hisano M, Ghazoul J, Chen X L, et al.. Functional diversity enhances dryland forest productivity under long-term climate change. Science Advances, 2024, 10 (17): eadn4152.
doi: 10.1016/j.scitotenv.2022.159546 |
|
|
Liu Y B, Xiao J F, Ju W M, et al. Water use efficiency of China’s terrestrial ecosystems and responses to drought. Scientific Reports, 2015, 5 (1): 13799.
doi: 10.1038/srep13799 |
|
|
Ma R X, Cui X M, Wang D C, et al. Spatial and temporal characteristics of water use efficiency in typical ecosystems on the Loess Plateau in the last 20 years, with drivers and implications for ecological restoration. Remote Sensing, 2022, 14 (22): 5632.
doi: 10.3390/rs14225632 |
|
|
Seleiman M F, Al-Suhaibani N, Ali N, et al. Drought stress impacts on plants and different approaches to alleviate its adverse effects. Plants, 2021, 10 (2): 259.
doi: 10.3390/plants10020259 |
|
|
Song B, Niu S L, Wan S Q. Precipitation regulates plant gas exchange and its long-term response to climate change in a temperate grassland. Journal of Plant Ecology, 2016, 9 (5): 531- 541.
doi: 10.1093/jpe/rtw010 |
|
|
Su J X, Fan L X, Yuan Z L, et al. Quantifying the drought sensitivity of grassland under different climate zones in northwest China. Science of The Total Environment, 2024a, 910, 168688.
doi: 10.1016/j.scitotenv.2023.168688 |
|
|
Su M L, Yan K, Wang X F, et al. Contrasting responses of water use efficiency to increasing aridity in alpine shrubs: a modelling perspective. Journal of Hydrology, 2024b, 639, 131595.
doi: 10.1016/j.jhydrol.2024.131595 |
|
|
Xi B Y, Di N, Cao Z G, et al. Characteristics and underlying mechanisms of plant deep soil water uptake and utilization: implication for the cultivation of plantation trees. Chinese Journal of Plant Ecology, 2018, 42 (9): 885- 905.
doi: 10.17521/cjpe.2018.0083 |
|
|
Xu H J, Wang X P, Zhao C Y, et al. Diverse responses of vegetation growth to meteorological drought across climate zones and land biomes in northern China from 1981 to 2014. Agricultural and Forest Meteorology, 2018, 262, 1- 13.
doi: 10.1016/j.agrformet.2018.06.027 |
|
|
Xu H J, Wang X P, Zhao C Y, et al. Responses of ecosystem water use efficiency to meteorological drought under different biomes and drought magnitudes in northern China. Agricultural and Forest Meteorology, 2019, 278, 107660.
doi: 10.1016/j.agrformet.2019.107660 |
|
|
Xu X J, Jiao F S, Gong H B, et al. Observed divergence in the trends of temperature controls on Chinese ecosystem water use efficiency. Ecological Indicators, 2023, 157, 111241.
doi: 10.1016/j.ecolind.2023.111241 |
|
|
Yang L S, Feng Q, Lu T X, et al. The response of agroecosystem water use efficiency to cropland change in northwest China’s Hexi Corridor. Agricultural Water Management, 2023, 276, 108062.
doi: 10.1016/j.agwat.2022.108062 |
|
|
Yin Y H, Deng H Y, Ma D Y. Complex effects of moisture conditions and temperature enhanced vegetation growth in the arid/humid transition zone in northern China. Science of The Total Environment, 2022, 805, 150152.
doi: 10.1016/j.scitotenv.2021.150152 |
|
|
Yu Z, Wang J X, Liu S R, et al. Global gross primary productivity and water use efficiency changes under drought stress. Environmental Research Letters, 2017, 12 (1): 014016.
doi: 10.1088/1748-9326/aa5258 |
|
|
Yuan X L, Bai J, Li L H, et al. The dominant role of climate change in determining changes in evapotranspiration in Xinjiang, China from 2001 to 2012. PLoS One, 2017, 12 (8): e0183071.
doi: 10.1371/journal.pone.0183071 |
|
|
Zhang L, Deng C Y, Kang R, et al. Assessing the responses of ecosystem patterns, structures and functions to drought under climate change in the Yellow River Basin, China. Science of The Total Environment, 2024a, 929, 172603.
doi: 10.1016/j.scitotenv.2024.172603 |
|
|
Zhang Q, Kong D D, Singh V P, et al. Response of vegetation to different time-scales drought across China: Spatiotemporal patterns, causes and implications. Global and Planetary Change, 2017, 152, 1- 11.
doi: 10.1016/j.gloplacha.2017.02.008 |
|
|
Zhang T, Quan W J, Tian J Y, et al. Spatial and temporal variations of ecosystem water use efficiency and its response to soil moisture drought in a water-limited watershed of northern China. Journal of Environmental Management, 2024b, 355, 120251.
doi: 10.1016/j.jenvman.2024.120251 |
|
|
Zheng L, Lu J Z, Chen X L. Drought offsets the vegetation greenness-induced gross primary productivity from 1982 to 2018 in China. Journal of Hydrology, 2024, 632, 130881.
doi: 10.1016/j.jhydrol.2024.130881 |
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