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The Rangeland Journal The Rangeland Journal Society
Journal of the Australian Rangeland Society
RESEARCH ARTICLE

Greening trend in grassland of the Lhasa River Region on the Qinghai-Tibetan Plateau from 1982 to 2013

Han Luo A , Ya Tang A D , Xuan Zhu B , Baofeng Di A and Yuhui Xu C
+ Author Affiliations
- Author Affiliations

A Department of Environment, College of Architecture and Environment, Sichuan University, No. 24, South Section One, First Ring Road, Chengdu 610065, Sichuan, China.

B School of Earth, Atmosphere and Environment, Monash University, Clayton, Vic. 3800, Australia.

C Department of Evolutionary Biology and Environmental Studies, University of Zurich, Zurich 8057, Switzerland.

D Corresponding author. Email: tangya@scu.edu.cn

The Rangeland Journal 38(6) 591-603 https://doi.org/10.1071/RJ16032
Submitted: 15 April 2016  Accepted: 8 November 2016   Published: 14 December 2016

Abstract

Local residents of the Lhasa River Region (LRR) on the Qinghai-Tibetan Plateau in western China have noticed that the surrounding mountains have appeared conspicuously green since the 1980s. To verify these claims, we investigated trends of grassland activities in the LRR from 1982 to 2013 by using remotely sensed Normalised Difference Vegetation Index (NDVI) data, as a proxy for photosynthetic activity. Due to the limitation of available remote sensing data, we used long-term data with low resolution, GIMMS3 g NDVI, to explore the temporal changes between 1982 and 2012; we used moderate resolution data, MODIS NDVI, to investigate the spatial variations of trends between 2001 and 2013. In addition, we examined the relationship between grassland change and climate change. The results revealed a significant upward trend in the annual mean NDVI of the LRR from 1982 to 2012, corroborating the observations of the local people. The increasing trend was more pronounced during the period of 1982–1999 than during the period of 2000–2012. The seasonal NDVI also exhibited a significant upward trend in spring and summer from 1982 to 1999. From the higher resolution MODIS NDVI data analysis, during 2001–2013, the lower regression slope values were mainly distributed in the river valley (the area of lower elevation), whereas the higher values pixels were located in the northern LRR (the area of higher elevation). In addition, the annual NDVI correlated significantly with temperature and precipitation during the study period. Temperature is a more significant factor influencing grassland change than precipitation in spring and autumn. However, the precipitation with the time lag effect is more significantly correlated with NDVI during the growing season (from May to October). The results of this project will help to monitor regional vegetation changes, understand the impact of climate change, and better manage the economically, environmentally and culturally significant grasslands of the LRR.

Additional keywords: climate change, enhanced photosynthetic activities, Normalised Difference Vegetation Index, rangeland, spatio-temporal pattern.


References

Bai, Y. F., Han, X. G., Wu, J. G., Chen, Z. Z., and Li, L. H. (2004). Ecosystem stability and compensatory effects in the Inner Mongolia grassland. Nature 431, 181–184.
Ecosystem stability and compensatory effects in the Inner Mongolia grassland.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2cXntlGks7w%3D&md5=468f10c4bfbcfac76cc858d124e43637CAS |

Bai, Z. G., Dent, D. L., Olsson, L., and Schaepman, M. E. (2008). Proxy global assessment of land degradation. Soil Use and Management 24, 223–234.
Proxy global assessment of land degradation.Crossref | GoogleScholarGoogle Scholar |

Barichivich, J., Briffa, K. R., Myneni, R., van der Schrier, G., Dorigo, W., Tucker, C. J., Osborn, T. J., and Melvin, T. M. (2014). Temperature and snow-mediated moisture controls of summer photosynthetic activity in Northern Terrestrial Ecosystems between 1982 and 2011. Remote Sensing 6, 1390–1431.
Temperature and snow-mediated moisture controls of summer photosynthetic activity in Northern Terrestrial Ecosystems between 1982 and 2011.Crossref | GoogleScholarGoogle Scholar |

Beck, H. E., McVicar, T. R., van Dijk, A. I. J. M., Schellekens, J., de Jeu, R. A. M., and Bruijnzeel, L. A. (2011). Global evaluation of four AVHRR–NDVI data sets: Intercomparison and assessment against Landsat imagery. Remote Sensing of Environment 115, 2547–2563.
Global evaluation of four AVHRR–NDVI data sets: Intercomparison and assessment against Landsat imagery.Crossref | GoogleScholarGoogle Scholar |

Budde, M. E., Tappan, G., Rowland, J., Lewis, J., and Tieszen, L. L. (2004). Assessing land cover performance in Senegal, West Africa using 1-km integrated NDVI and local variance analysis. Journal of Arid Environments 59, 481–498.
Assessing land cover performance in Senegal, West Africa using 1-km integrated NDVI and local variance analysis.Crossref | GoogleScholarGoogle Scholar |

Busetto, L., Meroni, M., and Colombo, R. (2008). Combining medium and coarse spatial resolution satellite data to improve the estimation of sub-pixel NDVI time series. Remote Sensing of Environment 112, 118–131.
Combining medium and coarse spatial resolution satellite data to improve the estimation of sub-pixel NDVI time series.Crossref | GoogleScholarGoogle Scholar |

Chen, B. X., Zhang, X. Z., Tao, J., Wu, J. S., Wang, J. S., Shi, P. L., Zhang, Y. J., and Yu, C. Q. (2014). The impact of climate change and anthropogenic activities on alpine grassland over the Qinghai-Tibet Plateau. Agricultural and Forest Meteorology 189–190, 11–18.
The impact of climate change and anthropogenic activities on alpine grassland over the Qinghai-Tibet Plateau.Crossref | GoogleScholarGoogle Scholar |

Chu, D. (2003). Seasonal changes of vegetation cover in Lhasa Area based on NOAA AVHRR NDVI. Plateau Meteorology 22, 145–151.

Chu, D., and Zhang, T. J. (2007). Sensitivity of normalized difference vegetation index (NDVI) to seasonal and interannual climate conditions in the Lhasa Area, Tibetan Plateau, China. Arctic, Antarctic, and Alpine Research 39, 635–641.
Sensitivity of normalized difference vegetation index (NDVI) to seasonal and interannual climate conditions in the Lhasa Area, Tibetan Plateau, China.Crossref | GoogleScholarGoogle Scholar |

Chu, D., Zhang, Y. L., Bianba, C., and Liu, L. S. (2010). Land use dynamics in Lhasa area, Tibetan Plateau. Journal of Geographical Sciences 20, 899–912.
Land use dynamics in Lhasa area, Tibetan Plateau.Crossref | GoogleScholarGoogle Scholar |

Cracknell, A. P. (2001). The exciting and totally unanticipated success of the AVHRR in applications for which it was never intended. Advances in Space Research 28, 233–240.
The exciting and totally unanticipated success of the AVHRR in applications for which it was never intended.Crossref | GoogleScholarGoogle Scholar |

Cui, X. F., and Graf, H.-F. (2009). Recent land cover changes on the Tibetan Plateau: a review. Climatic Change 94, 47–61.
Recent land cover changes on the Tibetan Plateau: a review.Crossref | GoogleScholarGoogle Scholar |

de Jong, R., Bruin, S. d., Wit, A. d., Schaepman, M. E., and Dent, D. L. (2011). Analysis of monotonic greening and browning trends from global NDVI time-series. Remote Sensing of Environment 115, 692–702.
Analysis of monotonic greening and browning trends from global NDVI time-series.Crossref | GoogleScholarGoogle Scholar |

Ding, M. J., Zhang, Y. L., Liu, L. S., Zhang, W., Wang, Z. F., and Bai, W. Q. (2007). The relationship between NDVI and precipitation on the Tibetan Plateau. Journal of Geographical Sciences 17, 259–268.
The relationship between NDVI and precipitation on the Tibetan Plateau.Crossref | GoogleScholarGoogle Scholar |

Ding, M. J., Zhang, Y. L., Liu, L. S., and Wang, Z. F. (2010). Temporal and spatial distribution of grassland coverage change in Tibetan Plateau since 1982 to 2009. Journal of Natural Resources 25, 2114–2122.

Ding, M. J., Zhang, Y. L., Sun, X. M., Liu, L. S., Wang, Z. F., and Bai, W. Q. (2013). Spatiotemporal variation in alpine grassland phenology in the Qinghai-Tibetan Plateau from 1999 to 2009. Chinese Science Bulletin 58, 396–405.
Spatiotemporal variation in alpine grassland phenology in the Qinghai-Tibetan Plateau from 1999 to 2009.Crossref | GoogleScholarGoogle Scholar |

Ding, M. J., Li, L. H., Nie, Y., Chen, Q., and Zhang, Y. L. (2016). Spatio-temporal variation of spring phenology in Tibetan Plateau and its linkage to climate change from 1982 to 2012. Journal of Mountain Science 13, 83–94.
Spatio-temporal variation of spring phenology in Tibetan Plateau and its linkage to climate change from 1982 to 2012.Crossref | GoogleScholarGoogle Scholar |

Dong, M. Y., Jiang, Y., Zheng, C. T., and Zhang, D. Y. (2012). Trends in the thermal growing season throughout the Tibetan Plateau during 1960–2009. Agricultural and Forest Meteorology 166–167, 201–206.
Trends in the thermal growing season throughout the Tibetan Plateau during 1960–2009.Crossref | GoogleScholarGoogle Scholar |

Du, J. Q., Ahati, J., Zhao, C. X., Fang, S. F., Liu, W. L., Yin, J. Q., Yuan, X. J., Xu, Y. D., Shu, J. M., and Ping, H. E. (2016). Analysis of vegetation dynamics using GIMMS NDVI3g in the Three-Rivers Headwater Region from 1982 to 2012. Acta Prataculturae Sinica 25, 1–12.

Fan, J. W., Shao, Q. Q., Liu, J. Y., Wang, J. B., Harris, W., Chen, Z. Q., Zhong, H. P., Xu, X. L., and Liu, R. G. (2010). Assessment of effects of climate change and grazing activity on grassland yield in the Three Rivers Headwaters Region of Qinghai–Tibet Plateau, China. Environmental Monitoring and Assessment 170, 571–584.
Assessment of effects of climate change and grazing activity on grassland yield in the Three Rivers Headwaters Region of Qinghai–Tibet Plateau, China.Crossref | GoogleScholarGoogle Scholar |

Fang, J. Y., Guo, Z. D., Piao, S. L., and Chen, A. P. (2007). Terrestrial vegetation carbon sinks in China, 1981–2000. Science in China Series D-Earth Sciences 50, 1341–1350.
Terrestrial vegetation carbon sinks in China, 1981–2000.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD2sXht1yiurrO&md5=33f0d79df28d4d039d790be220935925CAS |

Fensholt, R., and Proud, S. (2012). Evaluation of Earth Observation based global long term vegetation trends– Comparing GIMMS and MODIS global NDVI time series. Remote Sensing of Environment 119, 131–147.
Evaluation of Earth Observation based global long term vegetation trends– Comparing GIMMS and MODIS global NDVI time series.Crossref | GoogleScholarGoogle Scholar |

Fensholt, R., Rasmussen, K., Nielsen, T. T., and Mbow, C. (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, 1886–1898.
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.Crossref | GoogleScholarGoogle Scholar |

Gao, Q. Z., Li, Y., Wan, Y. F., Lin, E., Xiong, W., Jiangcun, W., Wang, B., and Li, W. (2006). Grassland degradation in Northern Tibet based on remote sensing data. Journal of Geographical Sciences 16, 165–173.
Grassland degradation in Northern Tibet based on remote sensing data.Crossref | GoogleScholarGoogle Scholar |

Gao, Q. Z., Li, Y., Wan, Y. F., Jiangcun, W. Z., Qin, X. B., and Wang, B. S. (2009). Significant achievements in protection and restoration of alpine grassland ecosystem in Northern Tibet, China. Restoration Ecology 17, 320–323.
Significant achievements in protection and restoration of alpine grassland ecosystem in Northern Tibet, China.Crossref | GoogleScholarGoogle Scholar |

Gao, Q. Z., Wan, Y. F., Xu, H. M., Li, Y., Jiangcun, W. Z., and Borjigidai, A. (2010). Alpine grassland degradation index and its response to recent climate variability in Northern Tibet, China. Quaternary International 226, 143–150.
Alpine grassland degradation index and its response to recent climate variability in Northern Tibet, China.Crossref | GoogleScholarGoogle Scholar |

Gao, Q. Z., Ganjurjav, , Li, Y., Wan, Y. F., Zhang, W. N., and Borjigdai, A. (2013). Challenges in disentangling the influence of climatic and socio-economic factors on alpine grassland ecosystems in the source area of Asian major rivers. Quaternary International 304, 126–132.
Challenges in disentangling the influence of climatic and socio-economic factors on alpine grassland ecosystems in the source area of Asian major rivers.Crossref | GoogleScholarGoogle Scholar |

Gobron, N., Pinty, B., Verstraete, M. M., and Widlowski, J.-L. (2001). Development of spectral indices optimized for the VEGETATION Instrument. In: ‘Proceedings of the VEGETATION 2000 Conference’. Belgirate, Italy, 3–6 April 2000. (Ed. G. Saint.) pp. 275–280. (CNES – Toulouse, JRC – Ispra: France.)

Hansen, J., Ruedy, R., Sato, M., and Lo, K. (2010). Global surface temperature change. Reviews of Geophysics 48, RG4004.
Global surface temperature change.Crossref | GoogleScholarGoogle Scholar |

Harris, R. B. (2010). Rangeland degradation on the Qinghai-Tibetan plateau: A review of the evidence of its magnitude and causes. Journal of Arid Environments 74, 1–12.
Rangeland degradation on the Qinghai-Tibetan plateau: A review of the evidence of its magnitude and causes.Crossref | GoogleScholarGoogle Scholar | 1:STN:280:DC%2BC3c%2Fjs1yntQ%3D%3D&md5=7c8598ff92a86a2757f742463402a74fCAS |

Holben, B. N. (1986). Characteristics of maximum-value composite images from temporal AVHRR data. International Journal of Remote Sensing 7, 1417–1434.
Characteristics of maximum-value composite images from temporal AVHRR data.Crossref | GoogleScholarGoogle Scholar |

Hu, M. Q., Mao, F., Sun, H., and Hou, Y. Y. (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, 24–33.
Study of normalized difference vegetation index variation and its correlation with climate factors in the three-river-source region.Crossref | GoogleScholarGoogle Scholar |

Ichii, K., Kawabata, A., and Yamaguchi, Y. (2002). Global correlation analysis for NDVI and climatic variables and NDVI trends: 1982–1990. International Journal of Remote Sensing 23, 3873–3878.
Global correlation analysis for NDVI and climatic variables and NDVI trends: 1982–1990.Crossref | GoogleScholarGoogle Scholar |

IPCC (2007). ‘Climate Change 2007: Impacts, Adaptation and Vulnerability.’ Contribution of Working Group II to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. (Cambridge University Press: Cambridge, UK and New York, USA.)

IPCC 2015 Climatic Change 2014. Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Geneva, Switzerland.

Jeong, S. J., Ho, C. H., Park, T. W., Kim, J. W., and Levis, S. (2011). Impact of vegetation feedback on the temperature and its diurnal range over the Northern Hemisphere during summer in a 2 × CO2 climate. Climate Dynamics 37, 821–833.
Impact of vegetation feedback on the temperature and its diurnal range over the Northern Hemisphere during summer in a 2 × CO2 climate.Crossref | GoogleScholarGoogle Scholar |

Kang, L., Han, X. G., Zhang, Z. B., and Sun, O. J. (2007). Grassland ecosystems in China: review of current knowledge and research advancement. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences 362, 997–1008.
Grassland ecosystems in China: review of current knowledge and research advancement.Crossref | GoogleScholarGoogle Scholar |

Lian, L. S., and Shu, J. (2009). Simulation of effects of grassland degradation on regional climate over Sanjiangyuan Region in Qinghai-Tibet Plateau. Acta Meteorologica Sinica 23, 350–362.

Lian, L. S., Shu, J., and Li, C. Y. (2009). The impacts of grassland degradation on regional climate over the origin area of three rivers in Qinghai-Tibet Plateau, China. Acta Meteorologica Sinica 67, 580–590.

Liu, S. L., Zhao, H. D., Su, X. K., Deng, L., Dong, S. K., and Zhang, X. (2015). Spatio-temporal variability in rangeland conditions associated with climate change in the Altun Mountain National Nature Reserve on the Qinghai-Tibet Plateau over the past 15 years. The Rangeland Journal 37, 67–75.
Spatio-temporal variability in rangeland conditions associated with climate change in the Altun Mountain National Nature Reserve on the Qinghai-Tibet Plateau over the past 15 years.Crossref | GoogleScholarGoogle Scholar |

Mao, F., Hou, Y. Y., Tang, S. H., Zhang, J. H., and Lu, Z. G. (2007). Classification and dynamic changes of grasslands in northern Tibet based on recent 20 years satellite data. Chinese Journal of Applied Ecology 18, 1745–1750.

Mao, D. H., Wang, Z. M., Luo, L., and Ren, C. Y. (2012). Integrating AVHRR and MODIS data to monitor NDVI changes and their relationships with climatic parameters in Northeast China. International Journal of Applied Earth Observation and Geoinformation 18, 528–536.
Integrating AVHRR and MODIS data to monitor NDVI changes and their relationships with climatic parameters in Northeast China.Crossref | GoogleScholarGoogle Scholar |

Menzel, A., Sparks, T. H., Estrella, N., Koch, E., Aasa, A., Ahas, R., Alm-Kuebler, K., Bissolli, P., Braslavska, O. G., Briede, A., Chmielewski, F. M., Crepinsek, Z., Curnel, Y., Dahl, A., Defila, C., Donnelly, A., Filella, Y., Jatcza, K., Mage, F., Mestre, A., Nordli, O., Penuelas, J., Pirinen, P., Remisova, V., Scheifinger, H., Striz, M., Susnik, A., Van Vliet, A. J. H., Wielgolaski, F.-E., Zach, S., and Zust, A. (2006). European phenological response to climate change matches the warming pattern. Global Change Biology 12, 1969–1976.
European phenological response to climate change matches the warming pattern.Crossref | GoogleScholarGoogle Scholar |

Myneni, R. B., and Hall, F. G. (1995). The interpretation of spectral vegetation indexes. IEEE Transactions on Geoscience and Remote Sensing 33, 481–486.
The interpretation of spectral vegetation indexes.Crossref | GoogleScholarGoogle Scholar |

Myneni, R. B., Tucker, C. J., Asrar, G., and Keeling, C. D. (1998). Interannual variations in satellite-sensed vegetation index data from 1981 to 1991. Journal of Geophysical Research, D, Atmospheres 103, 6145–6160.
Interannual variations in satellite-sensed vegetation index data from 1981 to 1991.Crossref | GoogleScholarGoogle Scholar |

Nemani, R. R., Keeling, C. D., Hashimoto, H., Jolly, W. M., Piper, S. C., Tucker, C. J., Myneni, R. B., and Running, S. W. (2003). Climate-driven increases in global terrestrial net primary production from 1982 to 1999. Science 300, 1560–1563.
Climate-driven increases in global terrestrial net primary production from 1982 to 1999.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BD3sXktlKrur0%3D&md5=262bd7864050656e564249bdadb0c3bfCAS |

Peng, J., Liu, Z. H., Liu, Y. H., Wu, J. S., and Han, Y. N. (2012). Trend analysis of vegetation dynamics in Qinghai–Tibet Plateau using Hurst Exponent. Ecological Indicators 14, 28–39.
Trend analysis of vegetation dynamics in Qinghai–Tibet Plateau using Hurst Exponent.Crossref | GoogleScholarGoogle Scholar |

Piao, S. L., and Fang, J. Y. (2003). Seasonal changes in vegetation activity in response to climate changes in china between 1982 and 1999. Acta Geographica Sinica 58, 119–125.

Piao, S. L., Mohammat, A., Fang, J. Y., Cai, Q., and Feng, J. M. (2006). NDVI-based increase in growth of temperate grasslands and its responses to climate changes in China. Global Environmental Change 16, 340–348.
NDVI-based increase in growth of temperate grasslands and its responses to climate changes in China.Crossref | GoogleScholarGoogle Scholar |

Piao, S. L., Cui, M. D., Chen, A. P., Wang, X. H., Ciais, P., Liu, J., and Tang, Y. H. (2011). 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, 1599–1608.
Altitude and temperature dependence of change in the spring vegetation green-up date from 1982 to 2006 in the Qinghai-Xizang Plateau.Crossref | GoogleScholarGoogle Scholar |

Piao, S. L., Yin, G. D., Tan, J. G., Cheng, L., Huang, M. T., Li, Y., Liu, R. G., Mao, J. F., Myneni, R. B., Peng, S. S., Poulter, B., Shi, X. Y., Xiao, Z. Q., Zeng, N., Zeng, Z. Z., and Wang, Y. P. (2015). Detection and attribution of vegetation greening trend in China over the last 30 years. Global Change Biology 21, 1601–1609.
Detection and attribution of vegetation greening trend in China over the last 30 years.Crossref | GoogleScholarGoogle Scholar |

Qi, S., Brown, D. G., Tian, Q., Jiang, L., Zhao, T., and Bergen, K. M. (2009). Inundation extent and flood frequency mapping using LANDSAT imagery and digital elevation models. GIScience & Remote Sensing 46, 101–127.
Inundation extent and flood frequency mapping using LANDSAT imagery and digital elevation models.Crossref | GoogleScholarGoogle Scholar |

Shen, M. G., Tang, Y. H., Chen, J., Zhu, X. L., and Zheng, Y. H. (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, 1711–1722.
Influences of temperature and precipitation before the growing season on spring phenology in grasslands of the central and eastern Qinghai-Tibetan Plateau.Crossref | GoogleScholarGoogle Scholar |

Shen, M. G., Zhang, G. X., Cong, N., Wang, S. P., Kong, W. D., and Piao, S. L. (2014). Increasing altitudinal gradient of spring vegetation phenology during the last decade on the Qinghai–Tibetan Plateau. Agricultural and Forest Meteorology 189–190, 71–80.
Increasing altitudinal gradient of spring vegetation phenology during the last decade on the Qinghai–Tibetan Plateau.Crossref | GoogleScholarGoogle Scholar |

Slayback, D. A., Pinzon, J. E., Los, S. O., and Tucker, C. J. (2003). Northern hemisphere photosynthetic trends 1982–99. Global Change Biology 9, 1–15.
Northern hemisphere photosynthetic trends 1982–99.Crossref | GoogleScholarGoogle Scholar |

Song, C. Q., You, S. C., Ke, L. H., Liu, G. H., and Zhong, X. K. (2011). Spatiotemporal dynamics of land cover in northern Tibetan Plateau with responses to climate change. Chinese Journal of Applied Ecology 22, 2091–2097.

Stow, D. A., Hope, A., McGuire, D., Verbyla, D., Gamon, J., Huemmrich, F., Houston, S., Racine, C., Sturm, M., Tape, K., Hinzman, L., Yoshikawa, K., Tweedie, C., Noyle, B., Silapaswan, C., Douglas, D., Griffith, B., Jia, G., Epstein, H., Walker, D., Daeschner, S., Petersen, A., Zhou, L., and Myneni, R. (2004). Remote sensing of vegetation and land-cover change in Arctic Tundra Ecosystems. Remote Sensing of Environment 89, 281–308.
Remote sensing of vegetation and land-cover change in Arctic Tundra Ecosystems.Crossref | GoogleScholarGoogle Scholar |

Sylvander, S., Henry, P., Bastien-Thiry, C., Meunier, F., and Fuster, D. (2001). VEGETATION geometrical image quality. In: ‘Proceedings of the VEGETATION 2000 Conference’. Belgirate, Italy, 3–6 April 2000. (Ed. G. Saint.) pp. 275–280. (CNES – Toulouse, JRC – Ispra: France.)

Tarnavsky, E., Garrigues, S., and Brown, M. E. (2008). Multiscale geostatistical analysis of AVHRR, SPOT-VGT, and MODIS global NDVI products. Remote Sensing of Environment 112, 535–549.
Multiscale geostatistical analysis of AVHRR, SPOT-VGT, and MODIS global NDVI products.Crossref | GoogleScholarGoogle Scholar |

van Leeuwen, W. J. D., Orr, B. J., Marsh, S. E., and Herrmann, S. M. (2006). Multi-sensor NDVI data continuity: uncertainties and implications for vegetation monitoring applications. Remote Sensing of Environment 100, 67–81.
Multi-sensor NDVI data continuity: uncertainties and implications for vegetation monitoring applications.Crossref | GoogleScholarGoogle Scholar |

Wang, B. L., and French, H. M. (1994). Climate controls and high-altitude permafrost, Qinghai-Xizang (Tibet) Plateau, China. Permafrost and Periglacial Processes 5, 87–100.
Climate controls and high-altitude permafrost, Qinghai-Xizang (Tibet) Plateau, China.Crossref | GoogleScholarGoogle Scholar |

Wang, S. P., Wang, Z. H., Piao, S. L., and Fang, J. Y. (2010). Regional differences in the timing of recent air warming during the past four decades in China. Chinese Science Bulletin 55, 1968–1973.
Regional differences in the timing of recent air warming during the past four decades in China.Crossref | GoogleScholarGoogle Scholar |

Wang, X., Piao, S., Ciais, P., Li, J., Friedlingstein, P., Koven, C., and Chen, A. (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 of the United States of America 108, 1240–1245.
Spring temperature change and its implication in the change of vegetation growth in North America from 1982 to 2006.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3MXhs1Sms7g%3D&md5=333942495370a94f68faa076360de877CAS |

Wang, C. Z., Guo, H. D., Zhang, L., Liu, S. Y., Qiu, Y. B., and Sun, Z. C. (2015a). Assessing phenological change and climatic control of alpine grasslands in the Tibetan Plateau with MODIS time series. International Journal of Biometeorology 59, 11–23.
Assessing phenological change and climatic control of alpine grasslands in the Tibetan Plateau with MODIS time series.Crossref | GoogleScholarGoogle Scholar |

Wang, X. M., Ma, W. Y., Lang, L. L., and Hua, T. (2015b). Controls on desertification during the early twenty-first century in the Water Tower region of China. Regional Environmental Change 15, 735–746.
Controls on desertification during the early twenty-first century in the Water Tower region of China.Crossref | GoogleScholarGoogle Scholar |

Xu, W. X., and Liu, X. D. (2007). Response of vegetation in the Qinghai-Tibet Plateau to global warming. Chinese Geographical Science 17, 151–159.
Response of vegetation in the Qinghai-Tibet Plateau to global warming.Crossref | GoogleScholarGoogle Scholar |

Xu, W. X., Gu, S., Zhao, X. Q., Xiao, J. S., Tang, Y. H., Fang, J. Y., Zhang, J., and Jiang, S. (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, 528–535.
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.Crossref | GoogleScholarGoogle Scholar |

Xu, G., Zhang, H. F., Chen, B. Z., Zhang, H. R., Innes, J., Wang, G. Y., Yan, J. W., Zheng, Y. H., Zhu, Z. C., and Myneni, R. (2014). Changes in vegetation growth dynamics and relations with climate over China’s landmass from 1982 to 2011. Remote Sensing 6, 3263–3283.
Changes in vegetation growth dynamics and relations with climate over China’s landmass from 1982 to 2011.Crossref | GoogleScholarGoogle Scholar |

Yu, S. M., Liu, J. S., and Yuan, J. G. (2010). Vegetation change of Yamzho Yumco Basin in Southern Tibet based on SPOT-VGT NDVI. Guangpuxue Yu Guangpu Fenxi 30, 1570–1574.
| 1:CAS:528:DC%2BC3cXnsVeltLc%3D&md5=fd2365b58f02beb3fd80d483dc843b73CAS |

Yu, H. Y., Thapa, R., and Xu, J. C. (2011). Land use/land cover mapping of an alpine region using expert system classification: A case study of the Lhasa river basin, Tibetan Plateau, China. Survey Review 43, 269–283.
Land use/land cover mapping of an alpine region using expert system classification: A case study of the Lhasa river basin, Tibetan Plateau, China.Crossref | GoogleScholarGoogle Scholar |

Yu, H. Y., Xu, J. C., Okuto, E., and Luedeling, E. (2012). Seasonal response of grasslands to climate change on the Tibetan Plateau. PLoS One 7, e49230.
Seasonal response of grasslands to climate change on the Tibetan Plateau.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC38XhvVShs7bP&md5=ac71d8a7e2f81b33b0a6e9009ffec5f6CAS |

Zhang, Y., Wang, G. X., and Wang, Y. B. (2010a). Response of biomass spatial pattern of alpine vegetation to climate change in permafrost region of the Qinghai-Tibet Plateau, China. Journal of Geographical Sciences 7, 301–314.

Zhang, Y. L., Wang, C. L., Bai, W. Q., Wang, Z. F., Tu, Y. L., and Yangjaen, D. G. (2010b). Alpine wetlands in the Lhasa River Basin, China. Journal of Geographical Sciences 20, 375–388.
Alpine wetlands in the Lhasa River Basin, China.Crossref | GoogleScholarGoogle Scholar |

Zhao, M., and Running, S. W. (2010). Drought-induced reduction in global terrestrial net primary production from 2000 through 2009. Science 329, 940–943.
Drought-induced reduction in global terrestrial net primary production from 2000 through 2009.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DC%2BC3cXhtVaqur%2FE&md5=98e8e0e13690f18e3a29456837573d25CAS |

Zhao, X., Zhou, D., and Fang, J. (2012). Satellite-based studies on large-scale vegetation changes in China. Journal of Integrative Plant Biology 54, 713–728.
Satellite-based studies on large-scale vegetation changes in China.Crossref | GoogleScholarGoogle Scholar |

Zhao, H. D., Liu, S. L., Dong, S. K., Su, X. K., Wang, X. X., Wu, X. Y., Wu, L., and Zhang, X. (2015). Analysis of vegetation change associated with human disturbance using MODIS data on the rangelands of the Qinghai-Tibet Plateau. The Rangeland Journal 37, 77–87.
Analysis of vegetation change associated with human disturbance using MODIS data on the rangelands of the Qinghai-Tibet Plateau.Crossref | GoogleScholarGoogle Scholar |

Zhong, L., Ma, Y. M., Salama, M. S., and Su, Z. B. (2010). Assessment of vegetation dynamics and their response to variations in precipitation and temperature in the Tibetan Plateau. Climatic Change 103, 519–535.
Assessment of vegetation dynamics and their response to variations in precipitation and temperature in the Tibetan Plateau.Crossref | GoogleScholarGoogle Scholar |

Zhou, L. M., Tucker, C. J., Kaufmann, R. K., Slayback, D., Shabanov, N. V., and Myneni, R. B. (2001). Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999. Journal of Geophysical Research, D, Atmospheres 106, 20069–20083.
Variations in northern vegetation activity inferred from satellite data of vegetation index during 1981 to 1999.Crossref | GoogleScholarGoogle Scholar |