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

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

S. L. Liu A C , H. D. Zhao A , X. K. Su A , L. Deng A , S. K. Dong A and X. Zhang B
+ Author Affiliations
- Author Affiliations

A State Key Laboratory of Water Environment Simulation, School of Environment, Beijing Normal University, Beijing, 100875, China.

B Nature Reserve Administration of Altun National Nature Reserve, Kuerle, 841000, China.

C Corresponding author. Email: shiliangliu@bnu.edu.cn

The Rangeland Journal 37(1) 67-75 https://doi.org/10.1071/RJ14068
Submitted: 18 May 2014  Accepted: 29 July 2014   Published: 27 January 2015

Abstract

One of the focuses of global change research is on the impact of climate change on alpine vegetation. The Altun Mountain National Nature Reserve is the largest alpine desert rangeland reserve in China to protect wild endangered ungulate species. This paper aims to detect changing trends in rangeland conditions in this region. Temporal changes in the Normalised Difference Vegetation Index (NDVI) for the rangelands in the Altun Nature Reserve and its correlation with climatic variables were studied over the period from 1998 to 2012. Based on the NDVI index and using ArcGIS spatial analyst, the areas of likely rangeland degradation and areas of improved in rangeland condition were identified using linear regression analysis. The results showed that NDVI values were relatively low, varying from 0.04 to 0.1, and there existed distinct monthly changes. The highest NDVI values were exhibited in August. Generally, the NDVI showed an increasing trend over time with several annual fluctuations. High values were distributed mainly in the core area of the nature reserve. Trend analysis showed that vegetation near rivers and lakes was most likely to be degraded but, overall, the vegetation conditions improved over the 15 years of the study, which meant an improvement in the habitats of key wild ungulate species. Precipitation and temperature had a significant linear positive correlation with NDVI, which suggested that they were the main driving forces for rangeland improvement. The vegetation at the edge of the protected areas appeared degraded due to human activities.

Additional keywords: climate change, Normalised Difference Vegetation Index, rangeland, spatial pattern, vegetation change.


References

Brogaard, S., Runnstrom, M., and Seaquist, J. (2005). Primary production of Inner Mongolia, China, between 1982 and 1999 estimated by a satellite data-driven light use efficiency model. Global and Planetary Change 45, 313–332.
Primary production of Inner Mongolia, China, between 1982 and 1999 estimated by a satellite data-driven light use efficiency model.Crossref | GoogleScholarGoogle Scholar |

Cong, N., Piao, S., Chen, A., Wang, X., Lin, X., Chen, S., Han, S., Zhou, G., and Zhang, X. (2012). Spring vegetation green-up date in China inferred from SPOT NDVI data: A multiple model analysis. Agricultural and Forest Meteorology 165, 104–113.
Spring vegetation green-up date in China inferred from SPOT NDVI data: A multiple model analysis.Crossref | GoogleScholarGoogle Scholar |

Dai, S. P., Zhang, B., Wang, H. J., Wang, Y. M., Guo, L. X., Wang, X. M., and Li, D. (2011). Vegetation cover change and the driving factors over northwest China. Journal of Arid Land 3, 25–33.
Vegetation cover change and the driving factors over northwest China.Crossref | GoogleScholarGoogle Scholar |

de Jong, R., de Bruin, S., de Wit, A., 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 |

Dong, S. K., Wen, L., Liu, S. L., Zhang, X., Lassoie, J. P., Yi, S., Li, X., Li, J., and Li, Y. (2011). Vulnerability of worldwide pastoralism to global changes and interdisciplinary strategies for sustainable pastoralism. Ecology and Society 16, 10–32.

Epstein, H. E., Lauenroth, W. K., and Burke, I. C. (1997). Effects of temperature and soil texture on ANPP in the U.S. Great Plains. Ecology 78, 2628–2631.
Effects of temperature and soil texture on ANPP in the U.S. Great Plains.Crossref | GoogleScholarGoogle Scholar |

Fang, J., Y., Piao, S. L., He, J. S., and Ma, W. H. (2004). Increasing terrestrial vegetation activity in China, 1982–1999. Science in China (C-Life Science) 47, 229–240.

Fu, G., Shen, Z., Zhang, X. Z., You, S. C., Wu, J. S., and Shi, P. L. (2010). Modeling gross primary productivity of alpine meadow in the northern Tibet Plateau by using MODIS images and climate data. Acta Ecologica Sinica 30, 264–269.
Modeling gross primary productivity of alpine meadow in the northern Tibet Plateau by using MODIS images and climate data.Crossref | GoogleScholarGoogle Scholar |

Gao, Y., Huang, J., Li, S., and Li, S. (2012). Spatial pattern of non-stationarity and scale-dependent relationships between NDVI and climatic factors—A case study in Qinghai-Tibet Plateau, China. Ecological Indicators 20, 170–176.
Spatial pattern of non-stationarity and scale-dependent relationships between NDVI and climatic factors—A case study in Qinghai-Tibet Plateau, China.Crossref | GoogleScholarGoogle Scholar |

Hankins, J., Karen, L., and Gretchen, H. (2004). Rangeland inventory as a tool for science education: program pairs range professionals, teachers and students together to conduct vegetation measurements and teach inquiry-based science. Rangelands 26, 28–32.
Rangeland inventory as a tool for science education: program pairs range professionals, teachers and students together to conduct vegetation measurements and teach inquiry-based science.Crossref | GoogleScholarGoogle Scholar |

Holm, A. (2003). The use of time-integrated NOAA NDVI data and rainfall to assess landscape degradation in the arid shrubland of Western Australia. Remote Sensing of Environment 85, 145–158.
The use of time-integrated NOAA NDVI data and rainfall to assess landscape degradation in the arid shrubland of Western Australia.Crossref | GoogleScholarGoogle Scholar |

Kaptué Tchuenté, A. T., de Jong, S. M., Roujean, J. L., Favier, C., and Mering, C. (2011). Ecosystem mapping at the African continent scale using a hybrid clustering approach based on 1-km resolution multi-annual data from SPOTVEGETATION. Remote Sensing of Environment 115, 452–464.
Ecosystem mapping at the African continent scale using a hybrid clustering approach based on 1-km resolution multi-annual data from SPOTVEGETATION.Crossref | GoogleScholarGoogle Scholar |

Kross, A., Fernandes, R., Seaquist, J., and Beaubien, E. (2011). The effect of the temporal resolution of NDVI data on season onset dates and trends across Canadian broadleaf forests. Remote Sensing of Environment 115, 1564–1575.
The effect of the temporal resolution of NDVI data on season onset dates and trends across Canadian broadleaf forests.Crossref | GoogleScholarGoogle Scholar |

Li, X. H. (2012). Analyses on factors affecting ecological environment change in south Xinjiang. Arid Zone Research 3, 534–540.

Li, X. B., Chen, Y. H., and Zhang, Y. X. (2002). Impact of climate change on desert steppe in northern China. Advance in Earth Sciences 17, 254–261.

Ling, H. B., Xu, H. L., and Zhang, Q. Q. (2011). Climate change in the Manas River basin, Xinjiang during 1956–2007. Journal of Glaciology and Geocryology 33, 64–71.

Ma, W., Fang, J., Yang, Y., and Mohammat, A. (2010). Biomass carbon stocks and their changes in northern China’s grasslands during 1982–2006. Science in China (C-Life Science) 53, 841–850.
Biomass carbon stocks and their changes in northern China’s grasslands during 1982–2006.Crossref | GoogleScholarGoogle Scholar |

Maisongrande, P., Duchemin, B., and Dedieu, G. (2004). VEGETATION/SPOT: An operational mission for the earth monitoring; presentation of new standard products. International Journal of Remote Sensing 25, 9–14.
VEGETATION/SPOT: An operational mission for the earth monitoring; presentation of new standard products.Crossref | GoogleScholarGoogle Scholar |

Ouyang, W., Hao, F., Skidmore, A. K., Groen, T. A., Toxopeus, A. G., and Wang, T. (2012). Integration of multi-sensor data to assess grassland dynamics in a Yellow River sub-watershed. Ecological Indicators 18, 163–170.
Integration of multi-sensor data to assess grassland dynamics in a Yellow River sub-watershed.Crossref | GoogleScholarGoogle Scholar |

Pettorelli, N., Vik, J. O., Mysterud, A., Gaillard, J. M., Tucker, C. J., and Stenseth, N. C. (2005). Using the satellite-derived NDVI to assess ecological responses to environmental change. Trends in Ecology & Evolution 20, 503–510.
Using the satellite-derived NDVI to assess ecological responses to environmental change.Crossref | GoogleScholarGoogle Scholar |

Raynolds, M. K., Walker, D. A., and Maier, H. A. (2006). NDVI patterns and phytomass distribution in the circumpolar Arctic. Remote Sensing of Environment 102, 271–281.
NDVI patterns and phytomass distribution in the circumpolar Arctic.Crossref | GoogleScholarGoogle Scholar |

Running, S. W., and Coughlan, J. C. (1988). A general model of forest ecosystem processes for regional applications I. Hydrologic balance canopy gas exchange and primary production processes. Ecological Modelling 42, 125–154.
A general model of forest ecosystem processes for regional applications I. Hydrologic balance canopy gas exchange and primary production processes.Crossref | GoogleScholarGoogle Scholar | 1:CAS:528:DyaL1cXlslGrsb0%3D&md5=c55150371c9a2e18b0e587d7c5f5e588CAS |

Shen, W., Li, H., Sun, M., and Jiang, J. (2012). Dynamics of aeolian sandy land in the Yarlung Zangbo River basin of Tibet, China from 1975 to 2008. Global and Planetary Change 86–87, 37–44.
Dynamics of aeolian sandy land in the Yarlung Zangbo River basin of Tibet, China from 1975 to 2008.Crossref | GoogleScholarGoogle Scholar |

Stow, D., Daeschner, S., and Hope, A. (2003). Variability of the seasonally integrated normalized difference vegetation index across the north slope of Alaska in the 1990s. International Journal of Remote Sensing 24, 1111–1117.
Variability of the seasonally integrated normalized difference vegetation index across the north slope of Alaska in the 1990s.Crossref | GoogleScholarGoogle Scholar |

Su, Z., Yacob, A., Wen, J., Roerink, G., He, Y., Gao, B., Boogaard, H., and van Diepen, C. (2003). Assessing relative soil moisture with remote sensing data: theory, experimental validation, and application to drought monitoring over the North China Plain. Physics and Chemistry of the Earth Parts A/B/C 28, 89–101.
Assessing relative soil moisture with remote sensing data: theory, experimental validation, and application to drought monitoring over the North China Plain.Crossref | GoogleScholarGoogle Scholar |

Sun, Y. L., and Guo, P. (2012). Spatiotemporal variation of vegetation coverage index in north china during the period from 1982 to 2006. Arid Zone Research 2, 187–193.

Tang, D. L., and Xu, L. G. (2010). Characteristics of spatio-temporal variability of precipitation in Xinjiang region under the background of climate change. Journal of Water Resources and Water Engineering 21, 72–76.
| 1:CAS:528:DC%2BC3cXovFans7k%3D&md5=d91c2132cd7ee2f31f898c0e6ac4c852CAS |

Tucker, C. J. (1979). Red and photographic infrared linear combinations for monitoring vegetation. Remote Sensing of Environment 8, 127–150.
Red and photographic infrared linear combinations for monitoring vegetation.Crossref | GoogleScholarGoogle Scholar |

Viña, A., Bearer, S., Zhang, H., Ouyang, Z., and Liu, J. (2008). Evaluating MODIS data for mapping wildlife habitat distribution. Remote Sensing of Environment 112, 2160–2169.
Evaluating MODIS data for mapping wildlife habitat distribution.Crossref | GoogleScholarGoogle Scholar |

Wang, G. X., Li, Y. S., and Wang, Y. B. (2007). Typical alpine wetland system changes on the Qinghai-Tibet Plateau in recent 40 years. Acta Geographica Sinica 62, 481–491.

Wessels, K. J., Prince, S. D., Frost, P. E., and van Zyl, D. (2004). Assessing the effects of human-induced land degradation in the former homelands of northern South Africa with a 1 km AVHRR NDVI time-series. Remote Sensing of Environment 91, 47–67.
Assessing the effects of human-induced land degradation in the former homelands of northern South Africa with a 1 km AVHRR NDVI time-series.Crossref | GoogleScholarGoogle Scholar |

Zhang, G., Dong, J. W., Xiao, X. M., Hua, Z. M., and Sheldon, S. (2012a). Effectiveness of ecological restoration projects in Horqin Sandy Land, China based on SPOT-VGT NDVI data. Ecological Engineering 38, 20–29.
Effectiveness of ecological restoration projects in Horqin Sandy Land, China based on SPOT-VGT NDVI data.Crossref | GoogleScholarGoogle Scholar |

Zhang, S. J., Wang, T. M., and Wang, T. (2012b). Spatial-temporal variation of the precipitation in Xinjiang and its abrupt change in recent 50 years. Journal of Desert Research 30, 668–674.

Zhao, X., Tan, K., and Fang, J. Y. (2011). NDVI-based interannual and seasonal variations of vegetation activity in Xinjiang during the period of 1982–2006. Arid Zone Research 28, 9–15.