Spatio‑temporal characteristics of grassland water use efficiency and its response to climate change in northwest China

doi:10.3969/j.issn.1000-2006.201904012

JOURNAL OF NANJING FORESTRY UNIVERSITY ›› 2020, Vol. 44 ›› Issue (3): 119-125.doi: 10.3969/j.issn.1000-2006.201904012

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Spatio‑temporal characteristics of grassland water use efficiency and its response to climate change in northwest China

CHANG Juan¹(), ZHANG Zengxin¹^,²(), TIAN Jiaxi¹, CHEN Xi², CHEN Yizhao¹

^1.Co -Innovation Center for the Sustainable Forestry in Southern China, College of Biology and the Environment, Nanjing Forestry University, Nanjing 210037, China
^2.State Key Laboratory of Hydrology-Water Resources and Hydraulics Engineering, College of Hydrology and Water Resources, Hohai University, Nanjing 210098, China

Received:2019-04-08 Revised:2019-11-22 Online:2020-05-30 Published:2020-06-11
Contact: ZHANG Zengxin E-mail:changjuan1617@163.com;nfuzhang@163.com

Abstract

Abstract: Objective

The dynamic changes of water use efficiency (WUE) in northwest China and its response to climate change are important to simulate the changing trends of the WUE under future climate change, which could provide a basis for water resources utilization and ecological environment construction in this region.

Method

The net primary productivity (NPP) and evapotranspiration (ET) data were simulated by the Lund-Potsdam-Jena dynamic global vegetation model (LPJ model) using air temperature, precipitation, cloud cover, and other data from northwest China during 1961-2013. The spatio-temporal dynamic changes of the grassland WUE and its response to climate change were then analyzed via correlation analysis and other methods.

Result

① The average annual NPP value of the grassland was 199.72 g/m² in northwest China from 1961 to 2013, and the average annual ET value was 233.22 mm. The changes of the NPP and ET showed a spatial decreasing trend from southeast to northwest, and the changes of the NPP and ET for the grassland showed significant upward trends during this period. ② The average WUE per unit area of grassland was 0.61 g/(mm·m²) in northwest China from 1961 to 2013. The spatial distribution of the grassland WUE showed a decreasing trend from the east to the west in northwest China, while the grassland WUE in the northwestern region showed a significant upward trend during the past decades. ③ The grassland WUE in the northwestern China was positively correlated with the air temperature and precipitation, and the positive correlation was dominant. The WUE of the grassland increased significantly with the increase of air temperature and precipitation, and the impacts of air temperature on the grassland WUE was greater than those of precipitation.

Conclusion

The spatial distribution of WUE for the grassland in northwest China decreased from the east to the west. However, the WUE increased significantly, which was highly correlated with climate change and the WUE might increase with the increase of air temperature and precipitation increasing.

Key words: grassland, water use efficiency (WUE), climate change, Lund-Potsdam-Jena dynamic global vegetation (LPJ) model, northwest China

CLC Number:

S718

CHANG Juan, ZHANG Zengxin, TIAN Jiaxi, CHEN Xi, CHEN Yizhao. Spatio‑temporal characteristics of grassland water use efficiency and its response to climate change in northwest China[J]. JOURNAL OF NANJING FORESTRY UNIVERSITY, 2020, 44(3): 119-125.

Figures/Tables 6

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References 26

1	位贺杰, 张艳芳, 董孝斌, 等. 渭河流域植被WUE遥感估算及其时空特征[J]. 自然资源学报, 2016, 31(8): 1275-1288.
	WEI H J, ZHANG Y F, DONG X B, et al. Estimating the spatio⁃temporal characteristic of vegetation water use efficiency over Weihe River Basin[J]. Journal of Natural Resources, 2016, 31(8): 1275-1288. DOI:10. 11849/ zrzyxb. 20151064.
2	HU Z M, YU G Q, FU Y L, et al. Effects of vegetation control on ecosystem water use efficiency within and among four grassland ecosystems in China[J]. Global Change Biology, 2008, 14(7): 1609-1619. DOI:10. 1111/ j. 1365-2486. 2008. 01582. x.
3	穆少杰, 李建龙, 周伟, 等. 2001—2010年内蒙古植被净初级生产力的时空格局及其与气候的关系[J]. 生态学报, 2013, 33(12): 3752-3764.
	MU S J, LI J L, ZHOU W, et al. Spatial⁃temporal distribution of net primary productivity and its relationship with climate factors in Inner Mongolia from 2001 to 2010[J]. Acta Ecologica Sinica, 2013, 33(12): 3752-3764. DOI:10. 5846/ stxb201205030638.
4	TIAN H Q, CHEN G S, LIU M L, et al. Model estimates of net primary productivity, evapotranspiration, and water use efficiency in the terrestrial ecosystems of the southern United States during 1895-2007[J]. Forest Ecology and Management, 2010, 259(7): 1311-1327. DOI:10. 1016/ j. foreco. 2009. 10. 009.
5	王芳, 汪左, 黄静, 等. 安徽省农田水分利用效率时空特征及其与气候因子的关系[J]. 生态学报, 2018, 38(17): 6268-6279.
	WANG F, WANG Z, HUANG J, et al. Spatio⁃temporal distribution characteristics of cropland water use efficiency and its relationship with climate in Anhui Province[J]. Acta Ecologica Sinica, 2018, 38(17): 6268-6279. DOI:10. 5846/ stxb 201710251910.
6	胡中民, 于贵瑞, 王秋凤, 等. 生态系统水分利用效率研究进展[J]. 生态学报, 2009, 29(3):1498-1507.
	HU Z M, YU G R, WANG Q F, et al. Ecosystem level water use efficiency: a review[J]. Acta Ecologica Sinica, 2009, 29(3)： 1498-1507. DOI:10. 3321/ j. issn: 1000-0933.2009.03.048.
7	仇宽彪, 成军锋. 陕西省植被水分利用效率及与气候因素的关系[J]. 水土保持研究, 2015, 22(6): 256-260.
	QIU K B, CHENG J F. Vegetation water use efficiency and its relationship with climate in Shaanxi Province[J]. Research of Soil and Water Conservation, 2015, 22(6): 256-260. DOI:10. 13869/ j. cnki. rswc. 2015. 06. 035.
8	YANG Y H, FANG J Y, FAY P A, et al. Rain use efficiency across a precipitation gradient on the Tibetan Plateau[J]. Geophysical Research Letters, 2010, 37(L15702):1-5. DOI:10. 1029/ 2010GL043920.
9	张良侠, 胡中民, 樊江文, 等. 区域尺度生态系统水分利用效率的时空变异特征研究进展[J]. 地球科学进展, 2014, 29(6): 691-699.
	ZHANG L X, HU Z M, FAN J W, et al. Advances in the spatiotemporal dynamics in ecosystem water use efficiency at regional scale[J]. Advances in Earth Science, 2014, 29(6): 691-699. DOI:10. 11867/ j. issn. 1001-8166. 2014. 06. 0691.
10	王海青, 田育红, 黄薇霖, 等. 不同灌溉量对内蒙古人工草地主要牧草产量和水分利用效率的影响[J]. 生态学报, 2015, 35(10): 3225-3232.
	WANG H Q, TIAN Y H, HUANG W L, et al. Analyzing the impact of irrigation quantity on biomass and water use efficiency of main grasses in artificial grassland in Inner Mongolia[J]. Acta Ecologica Sinica, 2015, 35(10): 3225-3232. DOI:10. 5846/ stxb201312022858.
11	ZHANG Z, JIANG H, LIU J X, et al. Assessment on water use efficiency under climate change and heterogeneous carbon dioxide in China terrestrial ecosystems[J]. Procedia Environmental Sciences, 2012, 13: 2031-2044. DOI:10. 1016/ j. proenv. 2012. 01. 194.
12	李肖娟, 张福平, 王虎威, 等. 黑河流域植被水分利用效率时空变化特征及其与气候因子的关系[J]. 中国沙漠, 2017, 37(4): 733-741.
	LI X J, ZHANG F P, WANG H W, et al. Analysis of the spatio⁃temporal characteristics of water use efficiency of vegetation and its relationship with climate in the Heihe River basin[J]. Journal of Desert Resrarch, 2017, 37(4): 733-741. DOI:10. 7522/ j. issn. 1000-694X. 2016. 00065.
13	张春敏, 梁川, 龙训建, 等. 江河源区植被水分利用效率遥感估算及动态变化[J]. 农业工程学报, 2013, 29(18): 146-155.
	ZHANG C M, LIANG C, LONG X J, et al. Estimating and dynamic change of vegetation water use efficiency in Yangtze and Yellow River headwater regions[J]. Transactions of the Chinese Society of Agricultural Engineering, 2013, 29(18): 146-155. DOI:10. 3969/ j. issn. 1002-6819. 2013. 18. 018.
14	SITCH S, SMITH B, PRENTICE I C, et al. Evaluation of ecosystem dynamics, plant geography and terrestrial carbon cycling in the LPJ dynamic global vegetation model[J]. Global Change Biology, 2003, 9(2): 161-185. DOI:10. 1046/ j. 1365-2486. 2003. 00569. x.
15	CRAMER W, BONDEAU A, WOODWARD F I, et al. Global response of terrestrial ecosystem structure and function to CO₂ and climate change: results from six dynamic global vegetation models[J]. Global Change Biology, 2001, 7(4): 357-373. DOI:10. 1046/ j. 1365-2486. 2001. 00383. x.
16	HICKLER T, SMITH B, SYKES M T, et al. Using a generalized vegetation model to simulate vegetation dynamics in northeastern USA[J]. Ecology, 2004, 85(2): 519-530. DOI:10. 2307/ 3450215.
17	WRAMNEBY A, SMITH B, ZAEHLE S, et al. Parameter uncertainties in the modelling of vegetation dynamics‑effects on tree community structure and ecosystem functioning in European forest biomes[J]. Ecological Modelling, 2008, 216(3/4): 277-290. DOI:10. 1016/ j. ecolmodel. 2008. 04. 013.
18	张建财, 张丽, 郑艺, 等. 基于LPJ模型的中亚地区植被净初级生产力与蒸散模拟[J]. 草业科学, 2015, 32(11): 1721-1729.
	ZHANG J C, ZHANG L, ZHENG Y, et al. Simulation of vegetation net primary productivity and evapotranspiration based on LPJ model in central Asia [J]. Pratacultural Science, 2015, 32(11)‌: 1721-1729. DOI:10. 11829/ j. issn. 1001-0629. 2015-0103.
19	张远东, 庞瑞, 顾峰雪, 等. 西南高山地区水分利用效率时空动态及其对气候变化的响应[J]. 生态学报, 2016, 36(6): 1515-1525.
	ZHANG Y D, PANG R, GU F X, et al. Temporal⁃spatial variations of WUE and its response to climate change in alpine area of southwestern China[J]. Acta Ecologica Sinica, 2016, 36(6): 1515-1525. DOI:10. 5846/ stxb201408121602.
20	孙艳玲, 延晓冬, 谢德体, 等. 应用动态植被模型LPJ模拟中国植被变化研究[J]. 西南大学学报(自然科学版), 2007, 29(11): 86-92.
	SUN Y L, YAN X D, XIE D T, et al. Application of LPJ Model in simulating vegetation distribution of China[J]. Journal of Sourthwest University (Natural Science Edition), 2002, 29(11): 28-38. DOI:10. 13718/ j. cnki. xdzk. 2007. 11. 017.
21	PRIESTLEY C H B, TAYLOR R J. On the assessment of surface heat flux and evaporation using large⁃scale parameters[J]. Monthly Weather Review, 1972, 100(2): 81-92. DOI: 10. 1175/ 1520-0493 (1972) 1002. 3. CO; 2.
22	穆少杰, 游永亮, 朱超, 等. 中国西北部草地植被降水利用效率的时空格局[J]. 生态学报, 2017, 37(5): 1458-1471.
	MU S J, YOU Y L, ZHU C, et al. Spatio⁃temporal patterns of precipitation⁃use efficiency of grassland in Northwestern China[J]. Acta Ecologica Sinica, 2017, 37(5): 1458-1471. DOI:10. 5846/ stxb201509281977.
23	张艳芳, 王姝. 黄土高原植被降水利用效率对植被恢复/退化的响应[J]. 干旱区地理, 2017, 40(1): 138-146.
	ZHANG Y F, WANG S. Spatial pattern of vegetation rainfall use efficiency and its response to vegetation changes on the Loess Plateau[J]. Arid Land Geography, 2017, 40(1): 138-146. DOI:10. 13826/ j. cnki. cn65⁃1103/ x. 2017. 01. 018.
24	卢玲, 李新, 黄春林, 等. 中国西部植被水分利用效率的时空特征分析[J]. 冰川冻土, 2007,29(5): 777-784.
	LU L, LI X, HUANG C L, et al. Analysis of the spatio⁃temporal characteristics of water use efficiency of vegetation in West China[J]. Journal of Glaciology and Geocryology, 2007, 29(5): 777-784. DOI:10. 3969/ j. issn. 1000-0240. 2007. 05. 016.
25	李舒婷, 周艺, 王世新, 等. 2001—2015年内蒙古NDVI时空变化及其对降水和气温的响应[J]. 中国科学院大学学报, 2019, 36(1): 48-55.
	LI S T, ZHOU Y, WANG S X, et al. Spatial⁃temporal variation of NDVI and its responses to precipitation and temperature in Inner Mongolia from 2001 to 2015[J]. Journal of University of Chinese Academy of Sciences, 2019, 36(1): 48-55. DOI:10. 7523/ j. issn. 2095-6134. 2019. 01. 008.
26	刘雪梅, 高小红, 马元仓. 2002—2015年青海省不同气候区植被覆盖时空变化[J]. 干旱区研究, 2017, 34(6): 1345-1352.
	LIU X M, GAO X H, MA Y C. Spatio⁃temporal evolution of vegetation coverage in Qinghai Province, China during the periods from 2002 to 2015[J]. Arid Zone Research, 2017, 34(6): 1345-1352. DOI:10. 13866/ j. azr. 2017. 06. 17.

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Spatio‑temporal characteristics of grassland water use efficiency and its response to climate change in northwest China

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