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Articles

Autumn NDVI contributes more and more to vegetation improvement in the growing season across the Tibetan Plateau

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Pages 1098-1117 | Received 06 Sep 2016, Accepted 11 Jan 2017, Published online: 01 Feb 2017

References

  • Alcaraz-Segura, Domingo, Elisa Liras, Siham Tabik, José Paruelo, and Javier Cabello. 2010. “Evaluating the Consistency of the 1982–1999 NDVI Trends in the Iberian Peninsula Across Four Time-series Derived from the AVHRR Sensor: LTDR, GIMMS, FASIR, and PAL-II.” Sensors 10 (2): 1291–1314. doi: 10.3390/s100201291
  • Beck, Pieter S. A., and Scott J. Goetz. 2011. “Satellite Observations of High Northern Latitude Vegetation Productivity Changes Between 1982 and 2008: Ecological Variability and Regional Differences.” Environmental Research Letters 6 (4): 5501–5511. doi: 10.1088/1748-9326/6/4/045501
  • Beck, Hylke E., Tim R. McVicar, Albert I. J. M. van Dijk, Jaap Schellekens, Richard A. M. de Jeu, and L. Adrian Bruijnzeel. 2011. “Global Evaluation of Four AVHRR–NDVI Data sets: Intercomparison and Assessment Against Landsat Imagery.” Remote Sensing of Environment 115 (10): 2547–2563. doi: 10.1016/j.rse.2011.05.012
  • Che, Mingliang, Baozhang Chen, John L. Innes, Guangyu Wang, Xianming Dou, Tianmo Zhou, Huifang Zhang, Jianwu Yan, Guang Xu, and Hongwei Zhao. 2014. “Spatial and Temporal Variations in the End Date of the Vegetation Growing Season Throughout the Qinghai–Tibetan Plateau from 1982 to 2011.” Agricultural and Forest Meteorology 189–190 (0): 81–90. doi: 10.1016/j.agrformet.2014.01.004
  • Cheng, T., and M. Adepeju. 2014. “Modifiable Temporal Unit Problem (MTUP) and its Effect on Space-time Cluster Detection.” PLoS ONE 9 (6): e100465. doi: 10.1371/journal.pone.0100465
  • Dardel, C., L. Kergoat, P. Hiernaux, E. Mougin, M. Grippa, and C. J. Tucker. 2014. “Re-greening Sahel: 30 Years of Remote Sensing Data and Field Observations (Mali, Niger).” Remote Sensing of Environment 140: 350–364. doi: 10.1016/j.rse.2013.09.011
  • Ding, Mingjun, Yili Zhang, Linshan Liu, and Zhaofeng Wang. 2010. “Temporal and Spatial Distribution of Grassland Coverage Change in Tibetan Plateau Since 1982.” Journal of Natural Resources 25 (12): 2114–2122.
  • Ding, MingJun, YiLi Zhang, XiaoMin Sun, LinShan Liu, ZhaoFeng Wang, and WanQi Bai. 2013. “Spatiotemporal Variation in Alpine Grassland Phenology in the Qinghai-Tibetan Plateau from 1999 to 2009.” Chinese Science Bulletin 58 (3): 396–405. doi: 10.1007/s11434-012-5407-5
  • Du, Jiaqiang, Zhao Chenxi, Shu Jianmin, Jiaerheng Ahati, Yuan Xinjie, Yin Junqi, Fang Shifeng, and He Ping. 2016a. “Spatiotemporal Changes of Vegetation on the Tibetan Plateau and Relationship to Climatic Variables During Multiyear Periods from 1982–2012.” Environmental Earth Sciences 75 (1): 1–18. doi:10.1007/s12665-015-4818-4 doi: 10.1007/s12665-015-4873-x
  • Du, Jiaqiang, Ahati Jiaerheng, Chenxi Zhao, Shifeng Fang, Weiling Liu, Junqi Yin, Xinjie Yuan, Yanda Xu, Jianmin Shu, and Ping He. 2016b. “Analysis of Vegetation Dynamics Using GIMMS NDVI3g in the Three-Rivers Headwater Region from 1982 to 2012.” Acta Prataculturae Sinica 25 (1): 1–12.
  • Du, Jiaqiang, Jianmin Shu, and Linbo Zhang. 2012. “Analysis of Ecosystem Degradation and Recovery Using Precipitation Use Efficiency and NDVI in the Headwater Catchment of the Yellow River Basin.” Acta Ecologica Sinica 32 (11): 3404–3413. doi: 10.5846/stxb201105240681
  • Du, Jiaqiang, Yuehui Wang, Huading Shi, Shifeng Fang, Ping He, Weiling Liu, and Junqi Yin. 2016c. “Performance Evaluation of GIMMS NDVI3g and GIMMS NDVIg Based on MODIS and Landsat in Tibetan Plateau.” Transactions of the Chinese Society of Agricultural Engineering 32 (22): 192–199.
  • Duan, Anmin, Fei Li, Meirong Wang, and Guoxiong Wu. 2011. “Persistent Weakening Trend in the Spring Sensible Heat Source Over the Tibetan Plateau and Its Impact on the Asian Summer Monsoon.” Journal of Climate 24 (21): 5671–5682. doi: 10.1175/JCLI-D-11-00052.1
  • Duan, Anmin, Meirong Wang, Yonghui Lei, and Yangfan Cui. 2012a. “Trends in Summer Rainfall Over China Associated with the Tibetan Plateau Sensible Heat Source During 1980–2008.” Journal of Climate 26 (1): 261–275. doi: 10.1175/JCLI-D-11-00669.1
  • Duan, Anmin, Guoxiong Wu, Yimin Liu, Yaoming Ma, and Ping Zhao. 2012b. “Weather and Climate Effects of the Tibetan Plateau.” Advances in Atmospheric Sciences 29 (5): 978–992. doi: 10.1007/s00376-012-1220-y
  • Fensholt, Rasmus, Tobias Langanke, Kjeld Rasmussen, Anette Reenberg, Stephen D. Prince, Compton Tucker, Robert J. Scholes, et al. 2012. “Greenness in Semi-arid Areas Across the Globe 1981–2007 – an Earth Observing Satellite Based Analysis of Trends and Drivers.” Remote Sensing of Environment 121 (0): 144–158. doi: 10.1016/j.rse.2012.01.017
  • Fensholt, Rasmus, and Kjeld Rasmussen. 2011. “Analysis of Trends in the Sahelian ‘Rain-use Efficiency’ Using GIMMS NDVI, RFE and GPCP Rainfall Data.” Remote Sensing of Environment 115 (2): 438–451. doi: 10.1016/j.rse.2010.09.014
  • Fensholt, Rasmus, Kjeld Rasmussen, Thomas Theis Nielsen, and Cheikh Mbow. 2009. “Evaluation of Earth Observation Based Long Term Vegetation Trends – Intercomparing NDVI Time Series Trend Analysis Consistency of Sahel from AVHRR GIMMS, Terra MODIS and SPOT VGT Data.” Remote Sensing of Environment 113 (9): 1886–1898. doi: 10.1016/j.rse.2009.04.004
  • Haberl, Helmut, Niels B. Schulz, Christoph Plutzar, Karl Heinz Erb, Fridolin Krausmann, Wolfgang Loibl, Dietmar Moser, et al. 2004. “Human Appropriation of Net Primary Production and Species Diversity in Agricultural Landscapes.” Agriculture, Ecosystems & Environment 102 (2): 213–218. doi: 10.1016/j.agee.2003.07.004
  • Hu, Meng Qi, Fei Mao, Han Sun, and Ying Yu Hou. 2011. “Study of Normalized Difference Vegetation Index Variation and its Correlation with Climate Factors in the Three-river-source Region.” International Journal of Applied Earth Observation and Geoinformation 13 (1): 24–33. doi: 10.1016/j.jag.2010.06.003
  • Huang, Lin, Jiyuan Liu, Quanqin Shao, and Ronggao Liu. 2011. “Changing Inland Lakes Responding to Climate Warming in Northeastern Tibetan Plateau.” Climatic Change 109 (3–4): 479–502. doi: 10.1007/s10584-011-0032-x
  • Jeong, Su-Jong, Chang-Hoi Ho, Hyeon-Ju Gim, and Molly E. Brown. 2011. “Phenology Shifts at Start vs. end of Growing Season in Temperate Vegetation Over the Northern Hemisphere for the Period 1982–2008.” Global Change Biology 17 (7): 2385–2399. doi: 10.1111/j.1365-2486.2011.02397.x
  • Jiang, Nan, Wenquan Zhu, Zhoutao Zheng, Guangsheng Chen, and Deqin Fan. 2013. “A Comparative Analysis Between GIMSS NDVIg and NDVI3g for Monitoring Vegetation Activity Change in the Northern Hemisphere During 1982–2008.” Remote Sensing 5 (8): 4031–4044. doi: 10.3390/rs5084031
  • de Jong, R., and S. de Bruin. 2012. “Linear Trends in Seasonal Vegetation Time Series and the Modifiable Temporal Unit Problem.” Biogeosciences 9 (1): 71–77. doi: 10.5194/bg-9-71-2012
  • de Jong, Rogier, Sytze de Bruin, Michael Schaepman, and David Dent. 2011. “Quantitative Mapping of Global Land Degradation Using Earth Observations.” International Journal of Remote Sensing 32 (21): 6823–6853. doi: 10.1080/01431161.2010.512946
  • de Jong, Rogier, Jan Verbesselt, Michael E. Schaepman, and Sytze de Bruin. 2012. “Trend Changes in Global Greening and Browning: Contribution of Short-term Trends to Longer-term Change.” Global Change Biology 18 (2): 642–655. doi: 10.1111/j.1365-2486.2011.02578.x
  • van Leeuwen, Willem J. D., Barron J. Orr, Stuart E. Marsh, and Stefanie M. Herrmann. 2006. “Multi-sensor NDVI Data Continuity: Uncertainties and Implications for Vegetation Monitoring Applications.” Remote Sensing of Environment 100 (1): 67–81. doi: 10.1016/j.rse.2005.10.002
  • Li, Ang, Jianguo Wu, and Jianhui Huang. 2012. “Distinguishing Between Human-induced and Climate-driven Vegetation Changes: A Critical Application of RESTREND in Inner Mongolia.” Landscape Ecology 27 (7): 969–982. doi: 10.1007/s10980-012-9751-2
  • Liu, Xianfeng, Zhiyuan Ren, Zhihui Lin, Yanxu Liu, and Donghai Zhang. 2013. “The Spatial-temporal Changes of Vegetation Coverage in the Three-river Headwater Region in Recent 12 Years.” Acta Geographica Sinica 68 (7): 897–908.
  • Liu, Xiaodong, and Yi Wang. 2011. “Contrasting Impacts of Spring Thermal Conditions Over Tibetan Plateau on Late-spring to Early-summer Precipitation in Southeast China.” Atmospheric Science Letters 12 (3): 309–315. doi: 10.1002/asl.343
  • Mao, Fei, Zhiguang Lu, Jiahua Zhang, and Yingyu Hou. 2007. “Relations Between AVHRR NDVI and Climate Factors in Northern Tibet in Recent 20 Years.” Acta Ecologica Sinica 27 (8): 3198–3205.
  • Mohammat, Anwar, Xuhui Wang, Xiangtao Xu, Liqing Peng, Yan Yang, Xinping Zhang, Ranga B. Myneni, and Shilong Piao. 2013. “Drought and Spring Cooling Induced Recent Decrease in Vegetation Growth in Inner Asia.” Agricultural and Forest Meteorology 178–179 (0): 21–30. doi: 10.1016/j.agrformet.2012.09.014
  • Peng, Shushi, Anping Chen, Liang Xu, Chunxiang Cao, Jingyun Fang, Ranga. B. Myneni, Jorge. E. Pinzon, Compton. J. Tucker, and Shilong Piao. 2011. “Recent Change of Vegetation Growth Trend in China.” Environmental Research Letters 6 (4): 4027–4029. doi: 10.1088/1748-9326/6/4/044027
  • Peng, Jian, Zhenhuan Liu, Yinghui Liu, Jiansheng Wu, and Yinan Han. 2012. “Trend Analysis of Vegetation Dynamics in Qinghai–Tibet Plateau Using Hurst Exponent.” Ecological Indicators 14 (1): 28–39. doi: 10.1016/j.ecolind.2011.08.011
  • Piao, Shilong, Mengdi Cui, Anping Chen, Xuhui Wang, Philippe Ciais, Jie Liu, and Yanhong Tang. 2011a. “Altitude and Temperature Dependence of Change in the Spring Vegetation Green-up Date from 1982 to 2006 in the Qinghai-Xizang Plateau.” Agricultural and Forest Meteorology 151 (12): 1599–1608. doi: 10.1016/j.agrformet.2011.06.016
  • Piao, Shilong, Xuhui Wang, Philippe Ciais, Biao Zhu, T. A. O. Wang, and J. I. E. Liu. 2011b. “Changes in Satellite-derived Vegetation Growth Trend in Temperate and Boreal Eurasia from 1982 to 2006.” Global Change Biology 17 (10): 3228–3239. doi: 10.1111/j.1365-2486.2011.02419.x
  • Pinzon, Jorge, and Compton Tucker. 2014. “A Non-stationary 1981–2012 AVHRR NDVI3g Time Series.” Remote Sensing 6 (8): 6929–6960. doi: 10.3390/rs6086929
  • Qin, Jun, Kun Yang, Shunlin Liang, and Xiaofeng Guo. 2009. “The Altitudinal Dependence of Recent Rapid Warming Over the Tibetan Plateau.” Climatic Change 97 (1–2): 321–327. doi: 10.1007/s10584-009-9733-9
  • Shen, Miaogen, Zhenzhong Sun, Shiping Wang, Gengxin Zhang, Weidong Kong, Anping Chen, and Shilong Piao. 2013. “No Evidence of Continuously Advanced Green-up Dates in the Tibetan Plateau Over the Last Decade.” Proceedings of the National Academy of Sciences 110 (26): E2329. doi:D - NLM: PMC3696789 EDAT- 2013/05/11 06:00 MHDA- 2013/09/07 06:00 CRDT- 2013/05/11 06:00 PHST- 2013/05/09 [aheadofprint] AID - 1304625110 [pii] AID - 10.1073/pnas.1304625110 [doi] PST - ppublish doi: 10.1073/pnas.1304625110
  • Shen, Miaogen, Yanhong Tang, Jin Chen, Xiaolin Zhu, and Yinghua Zheng. 2011. “Influences of Temperature and Precipitation Before the Growing Season on Spring Phenology in Grasslands of the Central and Eastern Qinghai-Tibetan Plateau.” Agricultural and Forest Meteorology 151 (12): 1711–1722. doi: 10.1016/j.agrformet.2011.07.003
  • Shen, Miaogen, Gengxin Zhang, Nan Cong, Shiping Wang, Weidong Kong, and Shilong Piao. 2014. “Increasing Altitudinal Gradient of Spring Vegetation Phenology During the Last Decade on the Qinghai–Tibetan Plateau.” Agricultural and Forest Meteorology 189–190 (0): 71–80. doi: 10.1016/j.agrformet.2014.01.003
  • Shichang, Kang, Xu Yanwei, You Qinglong, Flügel Wolfgang-Albert, Pepin Nick, and Yao Tandong. 2010. “Review of Climate and Cryospheric Change in the Tibetan Plateau.” Environmental Research Letters 5 (1), article no. 015101. http://iopscience.iop.org/article/10.1088/1748-9326/5/1/015101/meta doi: 10.1088/1748-9326/5/1/015101
  • Wang, Junbang, Jingwei Dong, Jiyuan Liu, Mei Huang, Guicai Li, Steven Running, W. Smith, et al. 2014. “Comparison of Gross Primary Productivity Derived from GIMMS NDVI3g, GIMMS, and MODIS in Southeast Asia.” Remote Sensing 6 (3): 2108–2133. doi: 10.3390/rs6032108
  • Wang, Xuhui, Shilong Piao, Philippe Ciais, Junsheng Li, Pierre Friedlingstein, Charlie Koven, and Anping Chen. 2011. “Spring Temperature Change and its Implication in the Change of Vegetation Growth in North America from 1982 to 2006.” Proceedings of the National Academy of Sciences 108 (4): 1240–1245. doi: 10.1073/pnas.1014425108
  • Wei, Min, Zhineng Liu, and Da Qiong. 2008. “Study on Relationship Between Climate Change Trend and Forest Resources Degradation in Linzhi Prefecture.” Forest Inventory and Planning 33 (1): 37–40.
  • Xu, Weixin, Song Gu, XinQuan Zhao, Jianshe Xiao, Yanhong Tang, Jingyun Fang, Juan Zhang, and Sha Jiang. 2011. “High Positive Correlation Between Soil Temperature and NDVI from 1982 to 2006 in Alpine Meadow of the Three-River Source Region on the Qinghai-Tibetan Plateau.” International Journal of Applied Earth Observation and Geoinformation 13 (4): 528–535. doi: 10.1016/j.jag.2011.02.001
  • Xu, Xiangtao, Shilong Piao, Xuhui Wang, Anping Chen, Philippe Ciais, and Ranga. B. Myneni. 2012. “Spatio-temporal Patterns of the Area Experiencing Negative Vegetation Growth Anomalies in China Over the Last Three Decades.” Environmental Research Letters 7 (3), article no. 35701. http://iopscience.iop.org/article/10.1088/1748-9326/7/3/035701#references doi: 10.1088/1748-9326/7/3/035701
  • Xu, Guang, Huifang Zhang, Baozhang Chen, Hairong Zhang, John Innes, Guangyu Wang, Jianwu Yan, Yonghong Zheng, Zaichun Zhu, and Ranga Myneni. 2014. “Changes in Vegetation Growth Dynamics and Relations with Climate Over China’s Landmass from 1982 to 2011.” Remote Sensing 6 (4): 3263–3283. doi: 10.3390/rs6043263
  • Yang, Jianping, Yongjian Ding, and Rensheng Chen. 2005. “NDVI Reflection of Alpine Vegetation Changes in the Source Regions of the Yangtze and Yellow Rivers.” Acta Geographica Sinica 60 (3): 467–478.
  • Yang, Kun, Xiaofeng Guo, Jie He, Jun Qin, and Toshio Koike. 2010. “On the Climatology and Trend of the Atmospheric Heat Source Over the Tibetan Plateau: An Experiments-Supported Revisit.” Journal of Climate 24 (5): 1525–1541. doi: 10.1175/2010JCLI3848.1
  • Yang, Yuanhe, and Shilong Piao. 2006. “Variations in Grassland Vegetation Cover in Relation to Climatic Factors on the Tibetan Plateau.” Journal of Plant Ecology 30 (1): 1–8. doi: 10.17521/cjpe.2006.0001
  • Yang, Kun, Hui Wu, Jun Qin, Changgui Lin, Wenjun Tang, and Yingying Chen. 2014. “Recent Climate Changes Over the Tibetan Plateau and Their Impacts on Energy and Water Cycle: A Review.” Global and Planetary Change 112 (0): 79–91. doi: 10.1016/j.gloplacha.2013.12.001
  • Yu, Haiying, Eike Luedeling, and Jianchu Xu. 2010. “Winter and Spring Warming Result in Delayed Spring Phenology on the Tibetan Plateau.” Proceedings of the National Academy of Sciences 107 (51): 22151–22156. doi: 10.1073/pnas.1012490107
  • Yu, Haiying, Jianchu Xu, Erick Okuto, and Eike Luedeling. 2012. “Seasonal Response of Grasslands to Climate Change on the Tibetan Plateau.” PLoS ONE 7 (11): e49230. doi: 10.1371/journal.pone.0049230
  • Zeng, Fan-Wei, G. Collatz, Jorge Pinzon, and Alvaro Ivanoff. 2013. “Evaluating and Quantifying the Climate-Driven Interannual Variability in Global Inventory Modeling and Mapping Studies (GIMMS) Normalized Difference Vegetation Index (NDVI3g) at Global Scales.” Remote Sensing 5 (8): 3918–3950. doi: 10.3390/rs5083918
  • Zhang, Geli, Hua Ouyang, Xianzhou Zhang, Caiping Zhou, and Xingliang Xu. 2010. “Vegetation Change and its Responses to Climatic Variation Based on Eco-geographical Regions of Tibetan Plateau.” Geographical Research 29 (11): 2004–2016.
  • Zhang, Senqi, Yonggui Wang, Yongzhen Zhao, Yong Huang, Yongguo Li, Weidong Shi, and Xiaogang Shang. 2004. “Permafrost Degradation and Its Environmental Sequent in the Source Regions of the Yellow River.” Journal of Glaciology and Geocryology 26 (1): 1–6.
  • Zhang, Geli, Yangjian Zhang, Jinwei Dong, and Xiangming Xiao. 2013. “Green-up Dates in the Tibetan Plateau Have Continuously Advanced from 1982 to 2011.” Proceedings of the National Academy of Sciences. doi:10.1073/pnas.1210423110.
  • Zhao, X., K. Tan, S. Zhao, and J. Fang. 2011. “Changing Climate Affects Vegetation Growth in the Arid Region of the Northwestern China.” Journal of Arid Environments 75 (10): 946–952. doi: 10.1016/j.jaridenv.2011.05.007
  • Zheng, Du. 2008. Eco-geographical Region System of China. Beijing: The Commercial Press.
  • Zhu, Yuan, Guangxiong Peng, Zhi Wang, Zongqian Rang, Zhenlei Zhang, Dan Li, Jianing Liu, Baoxiong Chen, and Qingshan Ren. 2010. “Temporal and Spatial Changes of Vegetation in Linzhi Area Based on MODIS-NDVI.” Geography and Geo-Information Science 26 (5): 58–62.
  • Zhu, Zaichun, Shilong Piao, Ranga B. Myneni, Mengtian Huang, Zhenzhong Zeng, Josep G. Canadell, Philippe Ciais, et al. 2016. “Greening of the Earth and its Drivers.” Nature Climate Change 6 (8): 791–795. doi:10.1038/nclimate3004 doi: 10.1038/nclimate3004

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