Journal of Geographical Sciences ›› 2017, Vol. 27 ›› Issue (5): 565-578.doi: 10.1007/s11442-017-1393-5
• Research Articles • Previous Articles Next Articles
Received:
2016-10-22
Accepted:
2016-12-21
Online:
2017-05-10
Published:
2017-05-10
About author:
Author: Zhu Wenbo (1989-), PhD Candidate, specialized in the mountain ecosystem service, development and utilization of regional natural resources. E-mail:
Supported by:
Wenbo ZHU, Shuangcheng LI. The dynamic response of forest vegetation to hydrothermal conditions in the Funiu Mountains of western Henan Province[J].Journal of Geographical Sciences, 2017, 27(5): 565-578.
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Table 1
The area and proportion of correlation between EVI and temperature, precipitation within forest vegetation types in the Funiu Mountains during growing season"
Correlation coefficient class | Mixed evergreen deciduous forest | Evergreen coniferous forest | Evergreen broad-leaf forest | Deciduous coniferous forest | Coniferous broad-leaf forest | |
---|---|---|---|---|---|---|
Highly positive | Air temperature | 0.05 | 0.23 | 0.25 | 0.35 | 0.11 |
Precipitation | - | - | - | - | 0 | |
Moderately positive | Air temperature | 6.57 | 17.44 | 19.03 | 17.87 | 14.46 |
Precipitation | 1.29 | 0.18 | 0.28 | 0.26 | 0.28 | |
Low positive correlation | Air temperature | 14.88 | 34.56 | 37.48 | 34.08 | 27.09 |
Precipitation | 11.91 | 3.18 | 3.75 | 1.89 | 3.25 | |
Weak positive | Air temperature | 19.97 | 39.96 | 34.75 | 36.95 | 35.78 |
Precipitation | 43.26 | 22.7 | 33.69 | 19.54 | 35.44 | |
Weak negative | Air temperature | 31.31 | 7.29 | 7.25 | 9.55 | 2.42 |
Precipitation | 34.16 | 44.81 | 52.12 | 50.93 | 50.27 | |
Low negative | Air temperature | 20.57 | 0.46 | 1.06 | 1.06 | 17.59 |
Precipitation | 7.31 | 24.18 | 9.17 | 22.83 | 9.78 | |
Moderately negative | Air temperature | 6.61 | 0.05 | 0.18 | 0.15 | 2.32 |
Precipitation | 2.07 | 4.94 | 0.92 | 4.9 | 0.98 | |
Highly negative | Air temperature | - | - | - | - | 0.23 |
Precipitation | - | - | - | 0.02 | 0 |
Table 2
The area percentage of different response delays to temperature and precipitation for various forest types in the Funiu Mountains"
Lag Time | Mixed evergreen deciduous forest | Evergreen coniferous forest | Evergreen broad-leaf forest | Deciduous coniferous forest | Coniferous broad-leaf forest | |
---|---|---|---|---|---|---|
No lag | Air temperature | 73.14 | 99.77 | 99.24 | 99.7 | 99.65 |
Precipitation | 85.09 | 99.35 | 99.17 | 99.67 | 99.33 | |
Half-month lag | Air temperature | 27 | 0.23 | 0.8 | 0.3 | 0.41 |
Precipitation | 12.97 | 0.74 | 0.78 | 0.11 | 0.65 | |
1-month lag | Air temperature | 0.04 | - | 0.04 | - | 0.01 |
Precipitation | 2.14 | 0.28 | 0.12 | 0.11 | 0.08 |
[1] | Bao Gang, Bao Yuhai, Qin Zhihaoet al., 2013. Vegetation cover changes in Mongolian Plateau and its response to seasonal climate changes in recent 10 years.Scientia Geographica Sinica, 33(5): 613-621. (in Chinese) |
[2] |
Chen J, Jönsson P, Tamura Met al., 2004. A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter.Remote Sensing of Environment, 91(3): 332-344.
doi: 10.1016/j.rse.2004.03.014 |
[3] |
Cui Linli, Shi Jun, Yang Yinminget al., 2009. Ten-day response of vegetation NDVI to the variations of temperature and precipitation in eastern China.Acta Geographica Sinica, 64(7): 850-860. (in Chinese)
doi: 10.1016/S1003-6326(09)60084-4 |
[4] | Cui Xiaolin, Bai Hongying, Wang Tao, 2013. Difference in NDVI with altitudinal gradient and temperature in Qinling area.Resources Science, 35(3): 618-626. (in Chinese) |
[5] |
Dai L, Feng Y X, Luo G Pet al., 2015. The relationship between soil, climate and forest development in the mid-mountain zone of the Sangong River watershed in the northern Tianshan Mountains, China.Journal of Arid Land, 7(1): 63-72.
doi: 10.1007/s40333-014-0073-x |
[6] |
Ding Shengyan, Lu Xunling, 2006. Comparison of plant flora of Funiu Mountains and Jigong Mountain natural reserves.Geographical Research, 25(1): 62-70. (in Chinese)
doi: 10.11820/dlkxjz.1998.01.001 |
[7] | Fan Yulong, Hu Nan, Ding Shengyanet al., 2008. A study on the classification of plant functional types based on the dominant herbaceous species in forest ecosystem at Funiu Mountains national natural reserve.Acta Ecologica Sinica, 28(7): 3092-3101. (in Chinese) |
[8] |
Huete A, Didan K, Miura Tet al., 2002. Overview of the radiometric and biophysical performance of the MODIS vegetation indices.Remote Sensing of Environment, 83(1): 195-213.
doi: 10.1016/S0034-4257(02)00096-2 |
[9] |
Jönsson P, Eklundh L, 2002. Seasonality extraction by function fitting to time-series of satellite sensor data.IEEE Transactions on Geoscience and Remote Sensing, 40(8): 1824-1832.
doi: 10.1109/TGRS.2002.802519 |
[10] |
Jönsson P, Eklundh L, 2004. TIMESAT: A program for analyzing time-series of satellite sensor data.Computers & Geosciences, 30(8): 833-845.
doi: 10.1016/j.cageo.2004.05.006 |
[11] |
Liang Guofu, Han Yan, Ding Shengyan, 2010. Forest landscape dynamics in north of Funiu Mountains along terrain gradient.Scientia Geographica Sinica, 30(2): 242-247. (in Chinese)
doi: 10.3724/SP.J.1088.2010.00432 |
[12] | Liu Zhihong, Mc Vicar T R, Li Lingtaoet al., 2008. Interpolation for time series of climatic variables using ANUSPLIN. Journal of Northwest A&F University (Natural Science Edition), 36(10): 227-234. (in Chinese) |
[13] |
Ma Jianhua, 2004. Laws of soil vertical variations on southern slope of Funiu Mt.: Simultaneous study on north boundary of subtropical zone.Acta Geographica Sinica, 59(6): 998-1011. (in Chinese)
doi: 10.1007/BF02873097 |
[14] |
Miao Lijuan, Jiang Chong, He Binet al., 2014. Response of vegetation coverage to climate change in Mongolian Plateau during recent 10 years.Acta Ecologica Sinica, 34(5): 1295-1301. (in Chinese)
doi: 10.5846/stxb201304100659 |
[15] |
Mu Shaojie, Li Jianlong, Zhou Weiet al., 2013. Spatial-temporal distribution of net primary productivity and its relationship with climate factors in Inner Mongolia from 2001 to 2010.Acta Ecologica Sinica, 33(12): 3752-3764. (in Chinese)
doi: 10.5846/stxb201205030638 |
[16] |
Neigh C S R, Tucker C J, Townshend J R G, 2008. North American vegetation dynamics observed with multi-resolution satellite data.Remote Sensing of Environment, 112(4): 1749-1772.
doi: 10.1016/j.rse.2007.08.018 |
[17] |
Shen Xiangjin, Zhou Daowei, Li Feiet al., 2015. Vegetation change and its response to climate change in grassland region of China.Scientia Geographica Sinica, 35(5): 622-629. (in Chinese)
doi: 10.11820/dlkxjz.2000.02.005 |
[18] | Song Chaoshu, 1994. Scientific Survey of the Funiu Mountains Nature Reserve. Beijing: China Forestry Publishing House, 10-11. (in Chinese) |
[19] | Wang Can, Ren Zhiyuan, Zhang Chong, 2014. Intra-annual response of NDVI to changes in temperature and precipitation and its spatial characteristics in northern Shaanxi.Research of Soil and Water Conservation, 21(1): 173-177. (in Chinese) |
[20] |
Wang Genxu, Deng Wei, Yang Yanet al., 2011. The advances, priority and developing trend of alpine ecology.Journal of Mountain Science, 29(2): 129-140. (in Chinese)
doi: 10.3724/SP.J.1011.2011.00468 |
[21] | Wang Jing, Wang Kelin, Zhang Mingyanget al., 2014. Temporal-spatial variation in NDVI and drivers in hilly terrain of Southern China.Resources Science, 36(8): 1712-1723. (in Chinese) |
[22] | Wang Yuhang, Zhao Mingfei, Kang Muyiet al., 2016. Spatial scale-dependent and non-stationarity relationships between NDVI and climatic factors in the Loess Plateau.Geographical Research, 35(3): 493-503. (in Chinese) |
[23] |
Xiao J, Moody A, 2005. Geographical distribution of global greening trends and their climatic correlates: 1982-1998.International Journal of Remote Sensing, 26(11): 2371-2390.
doi: 10.1080/01431160500033682 |
[24] | Xu Jianhua.Mathematical Methods in Modern Geography, 2002. Beijing: Higher Education Press, 48-51. (in Chinese) |
[25] |
Yan Jianwu, Chen Baozhang, Fang Shifenget al., 2012. The response of vegetation index to drought: Taking the extreme drought disaster between 2009 and 2010 in Southwest China as an example.Journal of Remote Sensing, 16(4): 720-737. (in Chinese)
doi: 10.11834/jrs.20121119 |
[26] |
Yang Z, Gao J, Zhou Cet al., 2011. Spatio-temporal changes of NDVI and its relation with climatic variables in the source regions of the Yangtze and Yellow Rivers.Journal of Geographical Sciences, 21(6): 979-993.
doi: 10.1007/s11442-011-0894-x |
[27] | Yao Yonghui, Zhang Baiping, 2015. The spatial pattern of monthly air temperature of the Tibetan Plateau and its implications for the geo-ecology pattern of the Plateau.Geographical Research, 34(11): 2084-2094. (in Chinese) |
[28] | Yu Fei, Zheng Xiaobo, Gu Xiaopinget al., 2008. Comparative study on spatial interpolation of climate elements precision in complex mountainous environment.Journal of Guizhou Meteorology, 32(3): 3-6. (in Chinese) |
[29] |
Zhang Baiping, Yao Yonghui, Mo Shenguoet al., 2002. Digital spectra of altitudinal belts and their hierarchical system.Journal of Mountain Science, 20(6): 660-665.
doi: 10.1080/12265080208422884 |
[30] |
Zhang Chong, Ren Zhiyuan, Yuan Xin, 2011. Intra-annual response of NDVI to changes in temperature and precipitation and its spatial characteristics in northwest China.Resources Science, 33(12): 2356-2361. (in Chinese)
doi: 10.1016/B978-0-444-53599-3.10005-8 |
[31] |
Zhang Geli, Xu Xingliang, Zhou Caipinget al., 2011. Responses of vegetation changes to climatic variations in Hulun Buir grassland in past 30 years.Acta Geographica Sinica, 66(1): 47-58. (in Chinese)
doi: 10.3724/SP.J.1011.2011.00415 |
[32] |
Zhang Jinghua, Feng Zhiming, Jiang Luguanget al., 2015. Analysis of the correlation between NDVI and climate factors in the Lancang River Basin.Journal of Natural Resources, 30(9): 1425-1435. (in Chinese)
doi: 10.11849/zrzyxb.2015.09.001 |
[33] | Zhang Jingjing, Wang Yansong, Zhu Lianqiet al., 2016. Study on change of northern subtropical border in mountainous regions in western Henan Province. Journal of Henan University (Natural Science), 46(1): 40-49. (in Chinese) |
[34] | Zhu Lianqi, Xu Limin, 2011. Analysis of effects of global change on terrestrial ecosystem.Areal Research and Development, 30(2): 161-164. (in Chinese) |
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