Journal of Geographical Sciences ›› 2019, Vol. 29 ›› Issue (1): 131-145.doi: 10.1007/s11442-019-1588-z
• Research Articles • Previous Articles Next Articles
Wenbo ZHU(), Xiaodong ZHANG, Jingjing ZHANG, Lianqi ZHU
Received:
2018-04-17
Accepted:
2018-06-20
Online:
2019-01-25
Published:
2019-01-25
About author:
Author: Zhu Wenbo (1989-), PhD, specialized in the mountain ecosystem service, development and utilization of regional natural resources. E-mail:
Supported by:
Wenbo ZHU, Xiaodong ZHANG, Jingjing ZHANG, Lianqi ZHU. A comprehensive analysis of phenological changes in forest vegetation of the Funiu Mountains, China[J].Journal of Geographical Sciences, 2019, 29(1): 131-145.
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[1] |
And D R H, Frans L M, 2006. Regional Kendall test for trend.Environmental Science & Technology, 40(13): 4066-4073.
doi: 10.1021/es051650b pmid: 16856718 |
[2] | Chen X, Yu R, 2007. Spatial and temporal variations of the vegetation growing season in warm-temperate eastern China during 1982 to 1999.Acta Geographica Sinica, 62(1): 41-51. (in Chinese) |
[3] |
Cong N, Wang T, Nan H et al., 2013. Changes in satellite-derived spring vegetation green-up date and its linkage to climate in China from 1982 to 2010: A multi-method analysis.Global Change Biology, 19(3): 881-891.
doi: 10.1111/gcb.12077 pmid: 23504844 |
[4] |
Cui Y P, 2013. Preliminary estimation of the realistic optimum temperature for vegetation growth in China.Environmental Management, 52(1): 151-162.
doi: 10.1007/s00267-013-0065-1 pmid: 23722421 |
[5] |
Dai J, Wang H, Ge Q, 2013. The decreasing spring frost risks during the flowering period for woody plants in temperate area of eastern China over past 50 years.Journal of Geographical Sciences, 23(4): 641-652.
doi: 10.1007/s11442-013-1034-6 |
[6] |
Ding S, Lu X, 2006. Comparison of plant flora of Funiu Mountain and Jigong Mountain natural reserves.Geographical Research, 25(1): 62-70. (in Chinese)
doi: 10.11820/dlkxjz.1998.01.001 |
[7] | Fan Y, Hu N, Ding S et al., 2008. A study on the classification of plant functional types based on the dominant herbaceous species in forest ecosystem at Funiu Mountain national natural reserve.Acta Ecologica Sinica, 28(7): 3092-3101. (in Chinese) |
[8] |
Forkel M, Migliavacca M, Thonicke K et al., 2015. Codominant water control on global interannual variability and trends in land surface phenology and greenness.Global Change Biology, 21(9): 3414-3435.
doi: 10.1111/gcb.12950 pmid: 25882036 |
[9] |
Gill A L, Gallinat A S, Sanders-Demoot R et al., 2015. Changes in autumn senescence in northern hemisphere deciduous trees: A meta-analysis of autumn phenology studies.Annals of Botany, 116(6): 875-888.
doi: 10.1093/aob/mcv055 pmid: 25968905 |
[10] |
Ivan N B, Alexander A M, Mikhail Y et al., 2018. Climate warming as a possible trigger of Keystone Mussel population decline in Oligotrophic Rivers at the continental scale.Scientific Reports, 8: 35. doi: 10.1038/s41598-017-18873-y
doi: 10.1038/s41598-017-18873-y pmid: 5758527 |
[11] |
Ji J, Huang M, Liu Q, 2005. Modeling studies of response mechanism of steppe productivity to climate change in middle latitude semiarid regions in China.Acta Meteorologica Sinica, 63(3): 257-266. (in Chinese)
doi: 10.11676/qxxb2005.026 |
[12] |
Jordan R M, Nathan J S, Aimée T C et al., 2017. Elevation alters ecosystem properties across temperate treelines globally.Nature, 542: 91-95.
doi: 10.1038/nature21027 pmid: 28117440 |
[13] |
Jong R D, Bruin S D, Wit A D et al., 2011. Analysis of monotonic greening and browning trends from global NDVI time-series.Remote Sensing of Environment, 115(2): 692-702.
doi: 10.1016/j.rse.2010.10.011 |
[14] |
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 |
[15] |
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 |
[16] |
Julien Y, Sobrino J A, 2009. Global land surface phenology trends from GIMMS database.International Journal of Remote Sensing, 30(13): 3495-3513.
doi: 10.1080/01431160802562255 |
[17] |
King D A, 2004. Environment-climate change science: Adapt, mitigate, or ignore?Science, 303(5655): 176-177.
doi: 10.1126/science.1094329 |
[18] | Kong D, Zhang Q, Huang W et al., 2017. Vegetation phenology change in Tibetan Plateau from 1982 to 2013 and its related meteorological factors.Acta Geographica Sinica, 72(1): 39-52. (in Chinese) |
[19] | Liu F, 2015. Temporal-spatial variations of temperature in Chinese inland based on GIS and multivariate statistical method [D]. Lanzhou: Lanzhou University. |
[20] |
Liu Z, Li L, Mc Vicar T R et al., 2008. Introduction of the professional interpolation software for meteorology data: ANUSPLINN. Meteorological Monthly, 34(2): 92-100. (in Chinese)
doi: 10.3724/SP.J.1047.2008.00014 |
[21] | Luo Z, Yu S, 2017. Spatiotemporal variability of land surface phenology in China from 2001-2014.Remote Sens., 9: 65. doi: 10.3390/rs9010065. |
[22] |
Ma J, 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 |
[23] | Ma X, Chen S, Deng J et al., 2016. Vegetation phenology dynamics and its response to climate change on the Tibetan Plateau.Acta Prataculturae Sinica, 25(1): 13-21. (in Chinese) |
[24] |
Mu S, Li J, Chen Y et al., 2012. Spatial differences of variations of vegetation coverage in Inner Mongolia during 2001-2010.Acta Geographica Sinica, 67(9): 1255-1268. (in Chinese)
doi: 10.11821/xb201209010 |
[25] |
Nemani R, Keeling C D, Hashimoto H et al., 2003. Climate-driven increases in global terrestrial net primary production from 1982 to 1999.Science, 300(5625): 1560-1563.
doi: 10.1126/science.1082750 |
[26] |
Pau S, Wolkovich E M, Cook B I et al., 2011. Predicting phenology by integrating ecology, evolution and climate science.Global Change Biology, 17(12): 3633-3643.
doi: 10.1111/j.1365-2486.2011.02515.x |
[27] |
Richardson A D, Keenan T F, Migliavacca M et al., 2013. Climate change, phenology, and phenological control of vegetation feedbacks to the climate system.Agricultural and Forest Meteorology, 169(3): 156-173.
doi: 10.1016/j.agrformet.2012.09.012 |
[28] |
Sen P K, 1968. Estimates of the regression coefficient based on Kendall's Tau.Journal of the American Statistical Association, 63(324): 1379-1389.
doi: 10.1080/01621459.1968.10480934 |
[29] | Song C, 1994. Scientific Survey of the Funiu Mountain Nature Reserve. Beijing: China Forestry Publishing House. (in Chinese) |
[30] | Tan J, Li A, Lei G, 2016. Contrast on Anusplin and Cokriging meteorological spatial interpolation in southeastern margin of Qinghai-Xizang Plateau.Plateau Meteorology, 35(4): 875-886. (in Chinese) |
[31] |
Tao Z, Wang H, Liu Y, 2017. Phenological response of different vegetation types to temperature and precipitation variations in northern China during 1982-2012.International Journal of Remote Sensing, 38(11): 3236-3252.
doi: 10.1080/01431161.2017.1292070 |
[32] |
Wang G, Deng W, Yang Y et 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 |
[33] |
Wang Y, Tian Q, Huang Y, 2013. NDVI difference rate recognition model of deciduous broad-leaved forest based on HJ-CCD remote sensing data.Spectroscopy and Spectral Analysis, 33(4): 1018-1022. (in Chinese)
doi: 10.3964/j.issn.1000-0593(2013)04-1018-05 pmid: 23841420 |
[34] |
Xia H, Li A, Zhao W et al., 2015. Spatiotemporal variations of forest phenology in the Qinling zone based on remote sensing monitoring, 2001-2010.Progress in Geography, 34(10): 1297-1305. (in Chinese)
doi: 10.18306/dlkxjz.2015.10.010 |
[35] |
Xia J, Chen J, Piao S et al., 2014. Terrestrial carbon cycle affected by non-uniform climate warming.Nature Geoscience, 7(3): 173-180.
doi: 10.1038/ngeo2093 |
[36] |
Xia J Y, Wan S Q, 2013. Independent effects of warming and nitrogen addition on plant phenology in the Inner Mongolian steppe.Annals of Botany, 111(6): 1207-1217.
doi: 10.1093/aob/mct079 pmid: 23585496 |
[37] | Xu Y, Dai J, Wang H et al., 2015. Variation characteristics of main phenophases of natural calendar and analysis of responses to climate change in Harbin in 1985-2012.Geographical Research, 34(9): 1662-1674. (in Chinese) |
[38] | Yu F, Zheng X, Gu X et 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) |
[39] |
Zhang B, Yao Y, 2016. Implications of mass elevation effect for the altitudinal patterns of global ecology.Journal of Geographical Sciences, 26(7): 871-877.
doi: 10.1007/s11442-016-1303-2 |
[40] | Zhang C, Nan Y, Zhao Y, 2016. Study on vegetation classification based on multi-temporal HJ-1 CCD data: The Changbai Mountain area as a case.Geography and Geo-Information Science, 29(5): 41-44. (in Chinese) |
[41] | Zhang J, Wang Y, Zhu L et 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) |
[42] |
Zhang X, Friedl M C, Strahler A, 2004. Climate controls on vegetation phenological patterns in northern mid- and high latitudes inferred from MODIS data.Global Change Biology, 10(7): 1133-1145.
doi: 10.1111/j.1529-8817.2003.00784.x |
[43] | Zhang X, Zhu W, Cui Y et al., 2016. The response of forest dynamics to hydro-thermal change in Funiu Mountain.Geographical Research, 35(6): 1029-1040. (in Chinese) |
[44] |
Zheng J, Ge Q, Hao Z et al., 2012. Changes of spring phenodate in Yangtze River Delta region in the past 150 years.Acta Geographica Sinica, 67(1): 45-52. (in Chinese)
doi: 10.1007/s11442-013-0991-0 |
[45] |
Zhou L, Tucker C J, Kaufmann R K et al., 2001. Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999.Journal of Geophysical Research Atmospheres, 106(D17): 20069-20084.
doi: 10.1029/2000JD000115 |
[46] | Zhu K, Wan M, 1999. Phenology. Changsha: Hunan Education Publishing House. (in Chinese) |
[47] | Zhu L, Xu L, 2011. Analysis of effects of global change on terrestrial ecosystem. Areal Research and Development, 30(2): 161-164. (in Chinese) |
[48] |
Zhu Z, Piao S, Myneni R B et al., 2016. Greening of the earth and its drivers.Nature Climate Change, 6(8): 791-796.
doi: 10.1016/j.envpol.2017.08.014 |
[49] |
Zu J, Yang J, 2016. Temporal variation of vegetation phenology in northeastern China.Acta Ecologica Sinica, 36(7): 2015-2023. (in Chinese)
doi: 10.5846/stxb201409231884 |
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