地理研究 ›› 2017, Vol. 36 ›› Issue (9): 1742-1754.doi: 10.11821/dlyj201709011
收稿日期:
2017-03-04
修回日期:
2017-07-11
出版日期:
2017-09-15
发布日期:
2017-09-15
作者简介:
作者简介:邹杰(1990- ),男,新疆阿克苏人,博士研究生,研究方向为干旱区遥感生态水文。E-mail:
基金资助:
Jie ZOU1(), Jianli DING1(
), Shengtian YANG1,2
Received:
2017-03-04
Revised:
2017-07-11
Online:
2017-09-15
Published:
2017-09-15
摘要:
基于一元线性回归法和Mann-Kendall检验方法,使用2000-2014年遥感数据,分析15年中亚五国及新疆GPP、ET、WUE的空间格局变化及趋势特征,并将参数检验结果相结合进行分类,分析WUE格局变化原因。研究表明:① GPP、ET、WUE在时间序列上无显著变化,WUE空间变化显著增加的区域为哈萨克斯坦北部、伊犁河谷和吉尔吉尔斯坦高山区,下降区域为新疆南疆和乌兹别克斯坦灌溉区。② WUE变化的主要土地覆盖类型是农田和草地,中密度人口区WUE变化较大。③ WUE上升因降水增加、退耕导致的GPP增加,干旱胁迫下植被抗逆导致ET下降,WUE下降由于农作物类型转变及灌溉区不合理用水造成。开展中亚WUE空间格局变化研究,可为“一带一路”的顺利推进提供理论依据。
邹杰, 丁建丽, 杨胜天. 近15年中亚及新疆生态系统水分利用效率时空变化分析[J]. 地理研究, 2017, 36(9): 1742-1754.
Jie ZOU, Jianli DING, Shengtian YANG. Spatial and temporal variation analysis of ecosystem water use efficiency in Central Asia and Xinjiang in recent 15 years[J]. GEOGRAPHICAL RESEARCH, 2017, 36(9): 1742-1754.
[1] |
And R A F, Turner N C. Plant productivity in the arid and semiarid zones. Plant Biology, 1978, 29(29): 277-317.
doi: 10.1146/annurev.pp.29.060178.001425 |
[2] |
郭颖, 韩蕊莲, 梁宗锁. 土壤干旱对黄土高原4个乡土禾草生长及水分利用特性的影响. 草业学报, 2010, 19(2): 21-30.
doi: 10.11686/cyxb20100204 |
[Guo Ying, Han Ruilian, Liang Zongsuo.Effect of soil drought on growth and water use efficiency characteristics of four native gramineous grasses in Loess Plateau. Acta Prataculturae Sinica, 2010, 19(2): 21-30.]
doi: 10.11686/cyxb20100204 |
|
[3] |
Jassal R S, Black T A, Spittlehouse D L, et al.Evapotranspiration and water use efficiency in different-aged Pacific Northwest Douglas-fir stands. Agricultural & Forest Meteorology, 2009, 149(6-7): 1168-1178.
doi: 10.1016/j.agrformet.2009.02.004 |
[4] |
Keenan T F, Hollinger D Y, Bohrer G, et al.Increase in forest water use efficiency as atmospheric carbon dioxide concentrations rise. Nature, 2013, 499(7458): 324-327.
doi: 10.1038/nature12291 pmid: 23842499 |
[5] | 王鹏勃, 李建明, 丁娟娟, 等. 水肥耦合对温室袋培番茄品质、产量及水分利用效率的影响. 中国农业科学, 2015, 48(2): 314-323. |
[Wang Pengbo, Li Jianming, Ding Juanjuan, et al.Effect of water and fertilizer coupling on quality, yield and water use efficiency of tomato cultivated by organic substrate in bag. Scientia Agricultura Sinica, 2015, 48(2): 314-323.] | |
[6] |
邢英英, 张富仓, 吴立峰, 等. 基于番茄产量品质水肥利用效率确定适宜滴灌灌水施肥量. 农业工程学报, 2015, 31(S1): 110-121.
doi: 10.3969/j.issn.1002-6819.2015.z1.014 |
[Xing Yingying, Zhang Fucang, Wu Lifeng, et al.Determination of optimal amount of irrigation and fertilizer under drip fertigated system based on tomato yield, quality, water and fertilizer use efficiency. Transactions of the Chinese Society of Agricultural Engineering, 2015, 31(S1): 110-121.]
doi: 10.3969/j.issn.1002-6819.2015.z1.014 |
|
[7] |
于文颖, 纪瑞鹏, 冯锐, 等. 不同生育期玉米叶片光合特性及水分利用效率对水分胁迫的响应. 生态学报, 2015, 35(9): 2902-2909.
doi: 10.5846/stxb201306101632 |
[Yu Wenyin, Ji Ruipeng, Feng Rui, et al.Response of water stress on photosynthetic characteristic and water use efficiency of maize leaves in different growth stage. Acta Ecologica Sinica, 2015, 35(9): 2902-2909.]
doi: 10.5846/stxb201306101632 |
|
[8] | Klein I, Gessner U, Künzer C.Generation of Up to Date Land Cover Maps for Central Asia.Novel Measurement and Assessment Tools for Monitoring and Management of Land and Water Resources in Agricultural Landscapes of Central Asia .Switzerland :Springer International Publishing, 2014. |
[9] |
De Beurs K M, Henebry G M. Trend analysis of the Pathfinder AVHRR Land (PAL) NDVI data for the deserts of central Asia. IEEE Geoscience & Remote Sensing Letters, 2004, 1(4): 282-286.
doi: 10.1109/LGRS.2004.834805 |
[10] |
Wright C K,De Beurs K M, Henebry G M. Land surface anomalies preceding the 2010 Russian heat wave and a link to the North Atlantic oscillation. Environmental Research Letters, 2014, 9(9): 124-239.
doi: 10.1088/1748-9326/9/12/124015 |
[11] |
Sommer R, Glazirina M, Yuldashev T, et al.Impact of climate change on wheat productivity in Central Asia. Agriculture Ecosystems & Environment, 2013, 178(2): 78-99.
doi: 10.1016/j.agee.2013.06.011 |
[12] |
Karnieli A, Gilad U, Ponzet M, et al.Assessing land cover change and degradation in the Central Asian deserts using satellite image processing and geostatistical methods. Journal of Arid Environments, 2008, 72(11): 2093-2105.
doi: 10.1016/j.jaridenv.2008.07.009 |
[13] | Beurs K M D, Henebry G M. Vegetation Phenology in Global Change Studies. Phenology: An Integrative Environmental Science. Milwaukee: Springer Netherlands, 2013. |
[14] |
Zonn I S, Kostianoy A G.The Turkmen Lake Altyn Asyr. The Turkmen Lake Altyn Asyr and Water Resources in Turkmenistan, 2013, 28: 159-175.
doi: 10.1007/698_2012_158 |
[15] |
Siegfried T, Bernauer T, Guiennet R, et al.Will climate change exacerbate water stress in Central Asia?. Climatic Change, 2012, 112(3): 1-19.
doi: 10.1007/s10584-011-0336-x |
[16] |
Tang X, Li H, Desai A R, et al.How is water use efficiency of terrestrial ecosystems distributed and changing on Earth?. Scientific Reports, 2013, 4: 7483-7483.
doi: 10.1038/srep07483 pmid: 4265788 |
[17] |
Yang Y, Guan H, Batelaan O, et al.Contrasting responses of water use efficiency to drought across global terrestrial ecosystems. Scientific Reports, 2016, 6: 1-8.
doi: 10.1038/s41598-016-0001-8 pmid: 5431369 |
[18] |
Huang M, Piao S, Sun Y, et al.Change in terrestrial ecosystem water use efficiency over the last three decades. Global Change Biology, 2015, 21(6): 2366-2378.
doi: 10.1111/gcb.12873 pmid: 25612078 |
[19] | Huang M, Piao S, Zeng Z, et al.Seasonal responses of terrestrial ecosystem water use efficiency to climate change. Global Change Biology, 2016, 140(6): 2704-2710. |
[20] |
Tian Z, Jian P, Wei L, et al.Spatial-temporal patterns of water use efficiency and climate controls in China's Loess Plateau during 2000-2010. Science of the Total Environment, 2016, 565: 105-122.
doi: 10.1016/j.scitotenv.2016.04.126 pmid: 27161132 |
[21] |
Zhang F, Ju W, Shen S, et al.How recent climate change influences water use efficiency in East Asia. Theoretical and Applied Climatology, 2014, 116(1): 359-370.
doi: 10.1007/s00704-013-0949-2 |
[22] | Ellis E C, Ramankutty N.Putting people in the map: anthropogenic biomes of the world. Front, Ecol, Environ., 6: 439-447. Frontiers in Ecology & the Environment, 2008, 6(8): 439-447. |
[23] | Sanderson E W, Jaiteh M, Levy M A, et al.The Human Footprint and the Last of the Wild: The human footprint is a global map of human influence on the land surface, which suggests that human beings are stewards, of nature, whether we like it or not. BioScience, 2002, 77(10): 891-904. |
[24] |
Foody G M.Classification accuracy comparison: Hypothesis tests and the use of confidence intervals in evaluations of difference, equivalence and non-inferiority. Remote Sensing of Environment, 2009, 113(8): 1658-1663.
doi: 10.1016/j.rse.2009.03.014 |
[25] |
Robinson A P, Froese R E.Model validation using equivalence tests. Ecological Modelling, 2004, 176(3-4): 349-358.
doi: 10.1016/j.ecolmodel.2004.01.013 |
[26] |
Yang Y, Guan H, Shang S, et al.Toward the use of the MODIS ET product to estimate terrestrial GPP for nonforest ecosystems. IEEE Geoscience & Remote Sensing Letters, 2014, 11(9): 1624-1628.
doi: 10.1109/LGRS.2014.2302796 |
[27] |
Propastin P A.Inter-annual changes in vegetation activities and their relationship to temperature and precipitation in Central Asia from 1982 to 2003. Journal of Environmental Informatics, 2008, 12(2): 75-87.
doi: 10.3808/jei.200800126 |
[28] | 索玉霞, 王正兴, 刘闯, 等. 中亚地区1982年至2002年植被指数与气温和降水的相关性分析. 资源科学, 2009, 31(8): 1422-1429. |
[Suo Yuxia, Wang Zhengxing, Liu Chuang, et al.Relationship between NDVI and precipitation and temperature in middle Asia during 1982-2002. Resources Science, 2009, 31(8): 1422-1429.] | |
[29] |
孙鹏, 张强, 白云岗, 等. 基于马尔科夫模型的新疆水文气象干旱研究. 地理研究, 2014, 33(9): 1647-1657.
doi: 10.11821/dlyj201409006 |
[Sun Peng, Zhang Qiang, Bai Yungang, et al.Transitional behaviors of hydrometeorological droughts in Xinjiang using the Markov chain model. Geographical Research, 2014, 33(9): 1647-1657.]
doi: 10.11821/dlyj201409006 |
|
[30] |
陈晨, 郑江华, 刘永强, 等. 近20年中国阿尔泰山区冰川湖泊对区域气候变化响应的时空特征. 地理研究, 2015, 34(2): 270-284.
doi: 10.11821/dlyj201502007 |
[Chen Chen, Zheng Jianghua, Liu Yongqiang, et al.The response of glacial lakes in the Altay Mountains of China to climate change during 1992-2013. Geographical Research, 2015, 34(2): 270-284.]
doi: 10.11821/dlyj201502007 |
|
[31] | 杜加强, 赵晨曦, 贾尔恒·阿哈提, 等. 近30a新疆月NDVI动态变化及其驱动因子分析. 农业工程学报, 2016, 32(5): 172-181. |
[Du Jiaqiang, Zhao Chenxi, Jiaerheng Ahati, et al.Analysis on spatio-temporal trends and drivers in monthly NDVI during recent decades in Xinjiang, China based two datasets. Transactions of the Chinese Society of Agricultural Engineering, 2016, 32(5): 172-181.] | |
[32] |
Mohammat A, Wang X, Xu X, et al. 1 Drought and spring cooling induced recent decrease in vegetation growth in Inner Asia. Agricultural & Forest Meteorology, 2013,78-179(5): 21-30.
doi: 10.1016/j.agrformet.2012.09.014 |
[33] |
张琪, 袁秀亮, 陈曦, 等. 1982-2012年中亚植被变化及其对气候变化的响应. 植物生态学报, 2016, 40(1): 13-23.
doi: 10.17521/cjpe.2015.0236 |
[Zhang Qi, Yuan Xiuliang, Chen Xi, et al.Vegetation change and its response to climate change in Central Asia from 1982 to 2012. Chinese Journal of Plant Ecology, 2016, 40(1): 13-23.]
doi: 10.17521/cjpe.2015.0236 |
|
[34] |
郑明国, 孙莉英. 气候变化和人类活动影响下澧水流域径流及其不同组分的变化. 地理研究, 2014, 33(2): 237-250.
doi: 10.11821/dlyj201402004 |
[Zheng Mingguo, Sun Liying.Recent change of runoff and its components of baseflow and surface runoff in response to climate change and human activities for the Lishui watershed of southern China. Geographical Research, 2014, 33(2): 237-250.]
doi: 10.11821/dlyj201402004 |
|
[35] |
Bekchanov M, Lamers J P A. Economic costs of reduced irrigation water availability in Uzbekistan (Central Asia). Regional Environmental Change, 2016, 16: 2369-2387.
doi: 10.1007/s10113-016-0961-z |
[36] | Bo L, Orolbaev E, Steklov Y.Water and energy crisis in Central Asia. China and Eurasia Forum Quarterly, 2008, 6(3): 9-20. |
[37] |
Eshchanov B R, Stultjes M G P, Salaev S K,et al. Rogun dam-path to energy independence or security threat?. Sustainability, 2011, 3(9): 1573-1592.
doi: 10.3390/su3091573 |
[38] | Jalilov S M, Desutter T M, Leitch J A.Impact of Rogun Dam on downstream Uzbekistan Agriculture. Lap Lambert Academic Publishing, 2011. |
[39] | 李超凡, 罗格平, 李均力, 等. 近20a中亚净初级生产力与实际蒸散发特征分析. 干旱区地理, 2012, 35(6): 919-927. |
[Li Chaofan, Luo Geping, Li Junli, et al.Net primary productivity and actual evapotranspiration of Central Asia in recent 20 year. Arid Land Geography, 2012, 35(6): 919-927.] | |
[40] | Beurs K M D, Henebry G M, Owsley B C, et al. Using multiple remote sensing perspectives to identify and attribute land surface dynamics in Central Asia 2001-2013. Remote Sensing of Environment, 2015, 170: 48-61. |
[41] | Propastin P A.Inter-annual changes in vegetation activities and their relationship to temperature and precipitation in Central Asia from 1982 to 2003. Journal of Environmental Informatics, 2008, 12(2): 75-87. |
[42] | Lioubimtseva E, Henebry G M.Climate and environmental change in arid Central Asia: Impacts, vulnerability, and adaptations. Journal of Arid Environments, 2009, 73(11): 963-977. |
[43] | De Beurs K M, Henebry G M. Northern annular mode effects on the land surface phenologies of Northern Eurasia. Journal of Climate, 2008, 21(17): 4257-4279. |
[44] | Beurs K M D, Henebry G M, Derksen C, et al. A land surface phenology assessment of the northern polar regions using MODIS reflectance time series. Canadian Journal of Remote Sensing, 2014, 36(S1): 87-110. |
[45] | FAO (2015). FAOSTAT, Production Statistics. . |
[46] | Camurri A, Volpe G.Satellite based calculation of spatially distributed crop water requirements for cotton and wheat cultivation in Fergana Valley, Uzbekistan. Global & Planetary Change, 2013, 110(4): 88-98. |
[47] | Wessels K J, Bergh F V D, Scholes R J,.Limits to detectability of land degradation by trend analysis of vegetation index data. Remote Sensing of Environment, 2012, 125(1): 10-22. |
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[8] | 赵直, 徐晗. 极点对称模态分解下中国新疆温度变化趋势的区域特征[J]. 地理研究, 2014, 33(12): 2358-2366. |
[9] | 陈实, 高超, 徐斌, 金云翔, 李金亚, 马海龙, 赵芬, 郭剑, 杨秀春. 新疆石河子农区土壤含盐量定量反演及其空间格局分析[J]. 地理研究, 2014, 33(11): 2135-2144. |
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|