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Spectral characteristics of alpine grassland and their changes responding to grassland degradation on the Tibetan Plateau

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Abstract

Remote sensing is used as the indispensable technology in alpine grassland degradation assessment especially at regional scale on the Tibetan Plateau. However, the lack of field spectral data, as the foundation of remote sensing, due to the formidable natural and climate conditions hinders the understanding of spectral characteristics of alpine grassland and their degradation assessment. In this study, spectral characteristics of alpine grasslands and their changes responding to degradation were explored. The results showed that the main spectral characteristics for discriminating the dominant species of alpine meadow (Kobresia littledalei and Kobresia pygmaea), alpine steppe (Stipa purpurea) and desert (Potentilla fruticosa) are spectral features of chlorophyll, cellulose and water which are related to their growth form, plant inclination and residue of withered leaf sheaths. The spectral curves of alpine meadow have a much smaller variety over the whole spectral region compared to those of alpine steppe and desert which generally have weaker chlorophyll and water absorption features and more noticeable non-vegetation features. Different grassland degradation processes exhibit different patterns of spectral characteristics change due to the species composition, vegetation succession, vegetation coverage and soil background. Grassland degradation can happen without obvious vegetation coverage reduction or even with an increment of NDVI (normalized difference vegetation index). Therefore, the assessment of grassland degradation cannot be fulfilled well using single vegetation index or spectral feature. The combination of several vegetation indices or hyperspectral remote sensing along with the priori knowledge is needed in order to perform the assessment more accurately in further studies.

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References

  • Akiyama T, Kawamura K (2007) Grassland degradation in China: methods of monitoring, management and restoration. Grassl Sci 53:1–17

    Article  Google Scholar 

  • Alados CL, Aich AE, Komac B et al (2007) Self-organized spatial patterns of vegetation in alpine grasslands. Ecol Model 201(2):233–242

    Article  Google Scholar 

  • Cui X, Graf HF (2009) Recent land cover changes on the Tibetan Plateau: a review. Clim Change 94(1–2):47–61

    Article  Google Scholar 

  • Duan AM, Wu GX (2005) Role of the Tibetan Plateau thermal forcing in the summer climate patterns over subtropical Asia. Clim Dynam 24(7–8):793–807

    Article  Google Scholar 

  • Elvidge CD (1990) Visible and near infrared reflectance characteristics of dry plant material. Int J Remote Sens 11:1775–1795

    Article  Google Scholar 

  • Feng S, Tang MC, Wang DM (1998) New evidence for the Qinghai-Xizang (Tibet) Plateau as a pilotregion of climatic fluctuation in China. Chinese Sci Bull 43(6):633–636

    Google Scholar 

  • Foggin JM (2008) Depopulating the Tibetan grasslands: national policies and erspectives for the future of Tibetan herders in Qinghai Province China. Mt Res Dev 28(1):26–31

    Article  Google Scholar 

  • Gao BC (1996) NDWI—a normalized difference water index for remote sensing of vegetation liquid water from space. Remote Sens Environ 58(3):257–266

    Article  Google Scholar 

  • Gao QZ, Wan YF et al (2010) Alpine grassland degradation index and its resonse to recent climate variability in northern Tibet China. Quatern Int 226(1):143–150

    Article  Google Scholar 

  • Gao Y, Huang J et al (2012) Spatial pattern of non-stationarity and scale-dependent relationships between NDVI and climatic factors- a case study in qinghai-Tibet plateau, China. Ecol Indic 20:170–176

    Article  Google Scholar 

  • Harris RB (2010) Rangeland degradation on the Qinghai-Tibetan plateau: a review of the evidenceof its magnitude and causes. J Arid Environ 74(1):1–12

    Article  Google Scholar 

  • Holzner W, Kreichbaum M (2001) Pastures in south and central Tibet (China): probable causes of pasture degradation. Die Bodenkultur 52(1):37–44

    Google Scholar 

  • Huete AR (1988) A soil-adjusted vegetation index (SAVI). Remote Sens Environ 25(3):295–309

    Article  Google Scholar 

  • Huete AR, Didan K, Miura T, Rodriguez E (2002) Overview of the radiometric and biophysical performance of the MODIS vegetation indices. Remote Sens Environ 83(1):195–213

    Article  Google Scholar 

  • Kang SC, Xu YW, You QL (2010) Review of climate and cryospheric change in the Tibetan Plateau. Environ Res Lett 5(1):015101

    Article  Google Scholar 

  • Lehnert LW, Meyer H, Meyer N, Reudenbach C, Bendix J (2014) A hyperspectral indicator system for rangeland degradation on the Tibetan Plateau: a case study towards spaceborne monitoring. Ecol Indic 39:54–64

    Article  Google Scholar 

  • Li HX, Liu SZ (2003) A model of grassland degradation assessment based on NDVI-taking the grassland in Tibet as an example. J Mt Sci Engl 21:69–71

    Google Scholar 

  • Li HX, Liu SZ (2007) Research on grassland degradation assessment model based on ETM + Image—a case study in Naqu County of Tibet. J Desert Res 27(3):412–418 (in Chinese)

    Google Scholar 

  • Li YE, Wan YF, Lin ED et al (2006a) Grassland degradation in Northern Tibet based on remote sensing data. J Geogr Sc 16(2):165–173

    Article  Google Scholar 

  • Li YN, Zhao L, Wang QX et al (2006b) Estimation of biomass and annual turnover quantities of Potentilla Froticosa shrub. Acta Agrestia Sin 14(1):72–78 (in Chinese)

    Google Scholar 

  • Liu B, Shen WS, Lin NF, Li R, Yue YM (2014) Deriving vegetation fraction information for the alpine grassland on the Tibetan plateau using in situ spectral data. J Appl Remote Sens 8:083635

    Article  Google Scholar 

  • Miehe G, Miehe S, Kaiser K et al (2008) Status and dynamics of the Kobresia pygmaea ecosystem on the Tibetan Plateau. Ambio 37(4):272–279

    Article  Google Scholar 

  • Miehe G, Miehe S, Bach K et al (2011) Plant communities of central Tibetan pastures in the Alpine Steppe Kobresia pygmaea ecotone. J Arid Environ 75(8):711–723

    Article  Google Scholar 

  • Nagler PL, Inoue Y, Glenn EP et al (2003) Cellulose absorption index (CAI) to quantify mixed soil–plant litter scenes. Remote Sens Environ 87(2):310–325

    Article  Google Scholar 

  • Penuelas Filella I (1998) Visible and near-infrared reflectance techniques for diagnosing plant physiological status. Trends Plant Sci 3(4):151–156

    Article  Google Scholar 

  • Peñuelas J, Pinol J, Ogaya R et al (1997) Estimation of plant water concentration by the reflectance water index WI (R900/R970). Int J Remote Sens 18(13):2869–2875

    Article  Google Scholar 

  • Pickup G, Bastin GN, Chewings VH (1994) Remote-sensing-based conditionassessment for nonequilibrium rangelands under large-scale commercial graz-ing. Ecol Appl 4:497–517

    Article  Google Scholar 

  • Qiu J (2008) The third pole. Nature 454(7203):393–396

    Article  Google Scholar 

  • Robert DA, Smith MO, Adams JB (1993) Green vegetation, non-photosynthetic vegetation, and soil in AVIRIS data. Remote Sens Environ 44:255–269

    Article  Google Scholar 

  • Tong QX, Zhang B, Zheng LF (2008) Hyperspectral remote sensing. Higher Education Press, Beijing (in Chinese) pp 5–30

  • Wang YB, Wang GX, Sheng YP, Wang WL (2005) Degradation of the ecoenvironmental system in alpine meadow on the Tibetan plateau. J Glaciol Geocryol 27(5): 634–640

  • Wang GX, Li YS, Wang YB (2008a) Effects of permafrost thawing on vegetation and soil carbon pool losses on the Qinghai-Tibet Plateau China. Geoderma 143(1):143–152

    Google Scholar 

  • Wang H, Zhou XL, Wan CG et al (2008b) Eco-environmental degradation in the northeastern margin of the Qinghai-Tibetan Plateau and comprehensive ecological protection planning. Environ Geol 55(5):1135–1147

    Article  Google Scholar 

  • Wang GX, Li YS, Wang YB et al (2010a) Land surface processes and environmental changes in river headwater regions of Qinghai-Tibet Plateau. Science Press, Beijing, pp 80–110

    Google Scholar 

  • Wang HJ, Fan WJ, Cui YK, Zhou L, Yan BY et al (2010b) Hyperspectral remote sensing monitoring of grassland degradation. Spectrosc Spect Anal 30(10):2734–2738

    Google Scholar 

  • Weber VS, Araus JL, Cairns JE, Sanchez C et al (2012) Prediction of grain yield using reflectance spectra of canopy and leaves in maize plants grown under different water regimes. Field Crop Res 128:82–90

    Article  Google Scholar 

  • Yan ZL, Wu N et al (2005) A review of rangeland privatization and implications in the Tibetan Plateau China. Nomadic Peoples 9(1):31–51

    Article  Google Scholar 

  • Yanai MH, Li CF, Song ZS (1992) Seasonal heating of the Tibetan Plateau and its effects on the evolution of the Asian summer Monsoon. J Meteorol Soc Jpn 70(1B):319–351

    Google Scholar 

  • Ye QH, Zhu LP, Zheng HP et al (2007) Glacier and lake variations in the Yamzhog Yumco basin, southern Tibetan Plateau, from 1980 to 2000 using remote-sensing and GIS technologies. J Glaciol 53(183):673–676

    Article  Google Scholar 

  • You QL, Fraedrich K, Min JZ et al (2014) Observed surface wind speed in the Tibetan Plateau since 1980 and its physical causes. Int J Climatol 34:1873–1882

    Article  Google Scholar 

  • Yue PP, Lu XF, Ye RR et al (2008) Community characteristics of stipa purpurea steppe in source regions of Changjiang and Huanghe rivers China. J Plant Ecol 32(5):1116–1125 (in Chinese)

    Google Scholar 

  • Zhang JH, Yao FM, Zheng LY, Yang LM (2007) Evaluation of grassland dynamics in the northern-Tibet Plateau of China using remote sensing and climate data. Sensors 7(12):3312–3328

    Article  Google Scholar 

  • Zhao HJ (2010) Community characteristics of stipa purpurea alpine steppe. Heilongjiang Animal Sci and Veterin Medic 6:95–99 (in Chinese)

    Google Scholar 

Download references

Acknowledgments

This study was financially supported by the National Science Foundation of China (Nos. 41201456 and 41301611). We thank the anonymous reviewers and editor for their constructive comments and suggestions on our manuscript. Their comments help greatly to improve the quality of this paper.

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Authors and Affiliations

  1. School of Geography and Remote Sensing, Nanjing University of Information Science and Technology, Nanjing, 210044, China

    Bo Liu

  2. Nanjing Institute of Environmental Sciences, Ministry of Environmental Protection, Nanjing, 210042, China

    Guangyong You, Weishou Shen & Naifeng Lin

  3. The Institute of Remote Sensing and Digital Earth, Chinese Academy of Sciences, Beijing, 100101, China

    Ru Li

  4. Institute of Subtropical Agriculture, Chinese Academy of Sciences, Changsha, 410125, China

    Yuemin Yue

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  1. Bo Liu
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  2. Guangyong You
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  3. Ru Li
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  4. Weishou Shen
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  5. Yuemin Yue
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  6. Naifeng Lin
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Correspondence to Weishou Shen.

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Liu, B., You, G., Li, R. et al. Spectral characteristics of alpine grassland and their changes responding to grassland degradation on the Tibetan Plateau. Environ Earth Sci 74, 2115–2123 (2015). https://doi.org/10.1007/s12665-015-4196-y

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  • DOI: https://doi.org/10.1007/s12665-015-4196-y

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