地理学报 ›› 2014, Vol. 69 ›› Issue (1): 15-30.doi: 10.11821/dlxb201401002
周伟1, 刚成诚1, 李建龙1, 章超斌1, 穆少杰1, 孙政国2
收稿日期:
2013-09-10
修回日期:
2013-10-20
出版日期:
2014-01-20
发布日期:
2014-01-20
作者简介:
周伟(1985-),女,山东泰安人,在读博士,主要从事遥感技术应用和全球变化陆地生态系统碳循环方面的研究。E-mail:zhouw866@163.com
基金资助:
ZHOU Wei1, GANG Chengcheng1, LI Jianlong1, ZHANG Chaobin1, MU Shaojie1, SUN Zhenguo2
Received:
2013-09-10
Revised:
2013-10-20
Published:
2014-01-20
Online:
2014-01-20
Supported by:
摘要: 基于1982-2006 年的GIMMS NDVI 数据和2001-2010 年的MODIS NDVI 数据反演中国草地覆盖度的空间格局和变化趋势,结合1982-2010 年中国气象站点气温和降水数据,分别从不同时空尺度和不同草地类型上分析中国草地覆盖度的年际和月际变化对气候变化的响应。结果表明:(1) 1982-2010 年间中国草地分布区气温呈上升趋势(0.04 ℃/年),降水量呈减少趋势(-0.39 mm/年),西北干旱区气候暖湿化趋势明显。(2) 中国草地覆盖度空间上呈现东南高西北低的特征,29 年间草地覆盖度平均值为34%,坡面草地覆盖度最高为61.4%,荒漠草地覆盖度最低为17.1%。(3) 29 年间中国草地覆盖度总体呈现上升趋势,平均为0.17%/年,西北干旱和青藏高原地区草地覆盖度增加趋势明显。坡面草地覆盖度增加趋势最明显,平均值为0.27%/年,平原草地和草甸增加趋势较小,平均值仅为0.11%/年和0.10%/年。总体上,中国草地覆盖度呈极显著增加(46.03%) 和显著增加的面积比例(11%)大于极显著减少(4.1%)和显著减少的面积比例(3.24%)。(4) 从年际变化上,草地覆盖度与气温和降水量均呈不显著正相关(R = 0.21;R = 0.1);从不同草地类型上,荒漠草地和平原草地覆盖度受降水量影响较大,而高山亚高山草甸、高山亚高山草地、坡面草地和草甸覆盖度与温度相关性较大。(5) 从月际变化上,草地覆盖度与当月气温、降水量具有显著的相关性(R = 0.80;R = 0.76),表明水热因子的季节波动对牧草生长的影响更大;并且所有类型植被覆盖度与前一月气温和降水量的相关系数最大,表现出明显的时滞效应。
周伟, 刚成诚, 李建龙, 章超斌, 穆少杰, 孙政国. 1982-2010年中国草地覆盖度的时空动态及其对气候变化的响应[J]. 地理学报, 2014, 69(1): 15-30.
ZHOU Wei, GANG Chengcheng, LI Jianlong, ZHANG Chaobin, MU Shaojie, SUN Zhenguo. Spatial-temporal dynamics of grassland coverage and its response to climate change in China during 1982-2010[J]. Acta Geographica Sinica, 2014, 69(1): 15-30.
[1] WaKer B, Steffen W. IGBP Science No.1: A Synthesis of GCTE and Related Research. Stockholm: IGBP, 1997: 1-24. [2] Parmesan C, Yohe G. A globally coherent fingerprint of climate change impacts across natural systems. Nature, 2003, 421(6918): 37-42. [3] Xin Z B, Xu J X, Zheng W. Spatiotemporal variations of vegetation cover on the Chinese Loess Plateau (1981-2006): Impacts of climate changes and human activities. Science in China series D: Earth sciences, 2008, 51(1): 67-78. [4] Roerink G J, Menenti M, Soepboer W et al. Assessment of climate impact on vegetation dynamics by using remote sensing. Physics and Chemistry of the Earth, Parts A/B/C 2003, 28(1): 103-109. [5] Xin Zhongbao, Xu Jiongxin, Zheng Wei. Spatiotemporal variations of vegetation cover on the Chinese Loess Plateau (1981-2006): Impacts of climate changes and human activities. Science in China Series D: Earth Sciences, 2007, 37 (11): 1504-1514. [信忠保, 许炯心, 郑伟. 气候变化和人类活动对黄土高原植被覆盖变化的影响. 中国科学: D 辑, 2007, 37(11): 1504-1514.] [6] Gan Chunying, Wang Xizhi, Li Baosheng et a1. Changes of vegetation coverage during recent 18 years in Lianjiang river watershed. Scientia Geographica Sinica, 2011, 3l(8): 1019-1024. [甘春英, 王兮之, 李保生等. 连江流域近18 年来 植被覆盖度变化分析. 地理科学, 2011, 31(8): 1019-1024.] [7] Keeling C D, Chin J, Whorf T P. Increased activity of northern vegetation inferred from atmospheric CO2 measurements. Nature, 1996, 382(6587): 146-149. [8] Weltzin J F, Loik M E, Schwinning S et al. Assessing the response of terrestrial ecosystems to potential changes in precipitation. Bioscience, 2003, 53(10): 941-952. [9] Hall F G, Huemmrich K F, Goetz S J et al. Satellite remote sensing of surface energy balance: Success, failures, and unresolved issues in FIFE. Journal of Geophysical Research: Atmospheres (1984-2012), 1992, 97(D17): 19061-19089. [10] Li Z T, Kafatos M. Interannual variability of vegetation in the United States and its relation to El Nino/Southern Oscillation. Remote Sensing of Environment, 2000, 71(3): 239-247. [11] Zhou L M, Tucker C J, Kaufmann R K et al. Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999. Journal of Geophysical Research: Atmospheres (1984-2012) 2001, 106(D17): 20069-20083. [12] Myneni R B, Keeling C D, Tucker C J et al. Increased plant growth in the northern high latitudes from 1981 to 1991. Nature, 1997, 386(6626):698-702. [13] Fang Jingyun, Piao Shilong, He Jinsheng et al. Vegetation of China invigorated in last 20 years. Science in China: Series C, 2003, 33(6): 554-565. [方精云, 朴世龙, 贺金生等. 近20 年来中国植被活动在增强. 中国科学C 辑, 2003, 33(6): 554-565.] [14] Li Xia, Li Xiaobing, Wang Hong et al. Impact of climate change on temperate grassland in northern China. Journal of Beijing Normal University: Natural Science, 2006, 42(6): 618-623. [李霞, 李晓兵, 王宏等. 气候变化对中国北方温带 草原植被的影响. 北京师范大学学报: 自然科学版, 2006, 42(6): 618-623.] [15] Piao Shilong, Fang Jingyun. Dynamic vegetation cover change over the last 18 years in China. Quaternary Research, 2001, 21(4): 294-302. [朴世龙, 方精云. 最近18 年来中国植被覆盖的动态变化. 第四纪研究, 2001, 21(4): 294-302.] [16] Zhang J, Zhang Q, Yang L H et al. Seasonal characters of regional vegetation activity in response to climate change in West China in recent 20 years. Journal of Geographical Sciences, 2006, 16(1): 78-86. [17] Zhao Maosheng, Fu Congbin, Yan Xiaodong et al. Study on the relationship between different ecosystems and climate in China using NOAA/AVHRR data. Acta Geographica Sinica, 2001, 56(3): 287-296. [赵茂盛, 符淙斌, 延晓冬等. 应 用遥感数据研究中国植被生态系统与气候的关系. 地理学报, 2001, 56(3): 287-296.] [18] Sun Yanling, Guo Peng, Yan Xiaodong et al. Dynamics of vegetation cover and its relationship with climate change and human activities in Inner Mongolia. Journal of Natural Resources, 2010, 25(3): 407-414. [孙艳玲, 郭鹏, 延晓冬 等. 内蒙古植被覆盖变化及其与气候, 人类活动的关系. 自然资源学报, 2010, 25(3):407-414.] [19] Sun J, Cheng G W, Li W P et al. On the variation of NDVI with the principal climatic elements in the Tibetan Plateau. Remote Sensing, 2013, 5(4): 1894-1911. [20] Wu Ruifen, Huo Zhiguo, Cao Yanfang et al. Phenophase change of typical herbaceous plants in Inner Mongolia in spring and its response to climate warming. Chinese Journal of Ecology, 2009, 28(8): 1470-1475. [吴瑞芬, 霍治国, 曹 艳芳等. 内蒙古典型草本植物春季物候变化及其对气候变暖的响应. 生态学杂志, 2009, 28(8): 1470-1475.] [21] Luo Ling, Wang Zongming, Song Kaishan et al. Research on the correlation between NDVI and climatic factors of different vegetations in the Northeast China. Acta Botanica Boreali-Occidentalia Sinica, 2009, (4): 800-808. [罗玲, 王 宗明, 宋开山等. 1982-2003 年中国东北地区不同类型植被NDVI 与气候因子的关系研究. 西北植物学报, 2009, (4): 800-808.] [22] Sun Hongyu, Wang Changyao, Niu Zheng et al. Analysis of the vegetation cover change and the relationship between NDVI and environmental factors by using NOAA times series data. Journal of Remote Sensing, 1998, 2(3): 204-210. [孙红雨, 王长耀, 牛铮等. 中国地表植被覆盖变化及其与气候因子关系. 遥感学报, 1998, 2(3): 204-210.] [23] Cui Linli, Shi Jun, Yang Yinming et al. Ten-day response of vegetation NDVI to the variations of temperature and precipitation in eastern China. Acta Geographica Sinica, 2009, 64(7): 850-860.[崔林丽, 史军, 杨引明等. 中国东部植 被NDVI 对气温和降水的旬响应特征. 地理学报, 2009, 64(7):850-860.] [24] Tang Haiping, Chen Yufu. Inter-annual variability of NDVI and its relation to climate in Northeast China transect. Quaternary Research, 2003, 23(3): 318-325. [唐海萍, 陈玉福. 中国东北样带NDVI 的季节变化及其与气候因子的关系. 第四纪研究, 2003, 23(3): 318-325.] [25] Li Xiaobing, Shi Peijun. Sensitivity analysis of variation in NDVI, temperature and precipitation in typical vegetation types across China. Acta phytoecologica Sinica, 2000, 24(3): 379-382. [李晓兵, 史培军. 中国典型植被类型NDVI 动 态变化与气温、降水变化的敏感性分析. 植物生态学报, 2000, 24(3): 379-382.] [26] Ren Jizhou, Liang Tiangang, Lin Huilong et al. Study on grassland's response to global climate change and its carbon sequestration potentials. Acta Prataculturae Sinica, 2011, 20(2):1-22. [任继周, 梁天刚, 林慧龙等. 草地对全球气候变 化的响应及其碳汇潜势研究. 草业学报, 2011, 20(2): 1-22.] [27] Zhang Geli, Xu Xingliang, Zhou Caiping et al. Responses of vegetation changes to climatic variations in Hulun Buir grassland in past 30 years. Acta Geographica Sinica, 2011, 66(1):47-58.[张戈丽, 徐兴良, 周才平等. 近30 年来呼伦 贝尔地区草地植被变化对气候变化的响应. 地理学报, 2011, 66(1): 47-58.] [28] Mu S J, Yang H F, Li J L et al. Spatio-temporal dynamics of vegetation coverage and its relationship with climate factors in Inner Mongolia, China. Journal of Geographical Sciences, 2013, 23(2): 231-246. [29] Chen X Q, Tan Z J, Schwartz M D et al. Determining the growing season of land vegetation on the basis of plant phenology and satellite data in northern China. International Journal of Biometeorology, 2000, 44(2): 97-101. [30] Ran Y H, Li X, Lu L. Evaluation of four remote sensing based land cover products over China. International Journal of Remote Sensing, 2010, 31(2): 391-401. [31] Gutman G, Ignatov A. The derivation of the green vegetation fraction from NOAA/AVHRR data for use in numerical weather prediction models. International Journal of Remote Sensing, 1998, 19(8): 1533-1543. [32] Piao S L, Fang J Y, Ji W et al. Variation in a satellite-based vegetation index in relation to climate in China. Journal of Vegetation Science, 2004, 15(2): 219-226. [33] Shi Y F, Shen Y P, Kang E et al. Recent and future climate change in northwest China. Climatic Change, 2007, 80 (3-4): 379-393. [34] Zhang Jun, Ge Jianping, Guo Qingxi. The relation between the change of NDVI of the main vegetational types and the climatic factors in the northeast of China. Acta Ecologica Sinica, 2001, 21(4): 522-527. [张军, 葛剑平, 国庆喜. 中 国东北地区主要植被类型NDVI变化与气候因子的关系. 生态学报, 2001, 21(4): 522-527.] [35] Yang Yuanhe, Piao Shilong. Variations in grassland vegetation cover in relation to climatic factors on the Tibetan Plateau. Journal of Plant Ecology, 2006, 30(1): 1-8. [杨元合, 朴世龙. 青藏高原草地植被覆盖变化及其与气候因子的 关系. 植物生态学报, 2006, 30(1): 1-8.] [36] Dai Shengpei, Zhang Bo, Wang Haijun et al. Spatio-temporal variation characteristics of vegetation cover in Northwest China and its response to climate change. Remote Sensing Technology and Application, 2010, 25(1): 69-76. [戴声佩, 张勃, 王海军等. 中国西北地区植被时空演变特征及其对气候变化的响应. 遥感技术与应用, 2010, 25(1): 69-76.] [37] Piao S L, Mohammat A, Fang J Y et al. NDVI-based increase in growth of temperate grasslands and its responses to climate changes in China. Global Environmental Change, 2006, 16(4): 340-348. [38] Sun J, Cheng G W, Li W P et al. On the variation of NDVI with the principal climatic elements in the Tibetan Plateau. Remote Sensing, 2013, 5(4): 1894-1911. [39] Zhang Baoqing, Wu Pute, Zhao Xining. Detecting and analysis of spatial and temporal variation of vegetation cover in the Loess Plateau during 1982-2009. Transactions of the CSAE, 2011, 27(4): 287-294. [张宝庆, 吴普特, 赵西宁. 近 30a 黄土高原植被覆盖时空演变监测与分析. 农业工程学报, 2011, 27(4): 287-294.] [40] Chen Youqi, Verburg P H, Xu Bin. Spatial modeling of land use and its effects in China. Progress in Geography, 2000, 19(2): 116-127.[陈佑启, Verburg P H, 徐斌. 中国土地利用变化及其影响的空间建模分析. 地理科学进展, 2000, 19 (2): 116-127.] [41] Wang Jing, Guo Ni, Cai Dihua et al. The effect evaluation of the program of restoring grazing to grasslands in Maqu County. Acta Ecologica Sinica, 2009, 29(3): 1276-1284. [王静, 郭铌, 蔡迪花等. 玛曲县草地退牧还草工程效果评价. 生态学报, 2009, 29(3): 1276-1284.] [42] Ta, Lateng, Liu Julan, Li Ji et al. Monitoring on the effect of returning grazing desert to grassland in Alashan. Pratacultural Science, 2008, 25(2): 124-127. [塔拉腾, 陈菊兰, 李跻等. 阿拉善荒漠草地退牧还草效果分析. 草业科 学, 2008, 25(2): 124-127.] [43] Zhang G L, Dong J W, Xiao X M et al. Effectiveness of ecological restoration projects in Horqin Sandy Land, China based on SPOT-VGT NDVI data. Ecological Engineering, 2012, 38(1): 20-29. |
[1] | 潘竟虎, 张永年. 中国能源碳足迹时空格局演化及脱钩效应[J]. 地理学报, 2021, 76(1): 206-222. |
[2] | 袁玉, 方国华, 陆承璇, 颜敏. 基于景观生态学的城市化背景下洪灾风险评估[J]. 地理学报, 2020, 75(9): 1921-1933. |
[3] | 温庆志, 孙鹏, 张强, 姚蕊. 非平稳标准化降水蒸散指数构建及中国未来干旱时空格局[J]. 地理学报, 2020, 75(7): 1465-1482. |
[4] | 李双双, 汪成博, 延军平, 刘宪锋. 面向事件过程的秦岭南北极端降水时空变化特征[J]. 地理学报, 2020, 75(5): 989-1007. |
[5] | 王芳, 张晋韬. 《巴黎协定》排放情景下中亚地区降水变化响应[J]. 地理学报, 2020, 75(1): 25-40. |
[6] | 何丽烨, 程善俊, 马宁, 郭军. 海河流域夏季降水关键区季内演变及其环流配置的定量化分析[J]. 地理学报, 2020, 75(1): 41-52. |
[7] | 范科科, 张强, 孙鹏, 宋长青, 余慧倩, 朱秀迪, 申泽西. 青藏高原土壤水分变化对近地面气温的影响[J]. 地理学报, 2020, 75(1): 82-97. |
[8] | 刘晓琼, 吴泽洲, 刘彦随, 赵新正, 芮旸, 张健. 1960-2015年青海三江源地区降水时空特征[J]. 地理学报, 2019, 74(9): 1803-1820. |
[9] | 曾岁康,雍斌. 全球降水计划IMERG和GSMaP反演降水在四川地区的精度评估[J]. 地理学报, 2019, 74(7): 1305-1318. |
[10] | 陆福志,鹿化煜. 秦岭—大巴山高分辨率气温和降水格点数据集的建立及其对区域气候的指示[J]. 地理学报, 2019, 74(5): 875-888. |
[11] | 吴子璇, 张强, 宋长青, 张芬, 朱秀迪, 孙鹏, 范科科, 余慧倩, 申泽西. 珠三角城市化对气温时空差异性影响[J]. 地理学报, 2019, 74(11): 2342-2357. |
[12] | 杨家伟, 陈华, 侯雨坤, 赵英, 陈启会, 许崇育, 陈杰. 基于气象旱涝指数的旱涝急转事件识别方法[J]. 地理学报, 2019, 74(11): 2358-2370. |
[13] | 辛蕊, 段克勤. 2017年夏季秦岭降水的数值模拟及其空间分布[J]. 地理学报, 2019, 74(11): 2329-2341. |
[14] | 潘汉雄,朱国锋,张昱,郭慧文,雍磊磊,万巧卓,马惠莹,李森. 中国耕地土壤相对湿度时空分异[J]. 地理学报, 2019, 74(1): 117-130. |
[15] | 杜勤勤,张明军,王圣杰,车存伟,邱雪,马转转. 中国气温变化对全球变暖停滞的响应[J]. 地理学报, 2018, 73(9): 1748-1764. |