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Investigating the relationship between NDVI and LAI in semi-arid grassland in Inner Mongolia using in-situ measurements

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Summary

Leaf area index (LAI) is a key variable functionally related to plant biomass production. Accurate estimation of LAI is important for monitoring vegetation dynamics, and LAI information is essentially required for the prediction of microclimate and various biophysical processes within and below canopy. The traditional, direct and destructive method of measuring LAI is time-consuming. Modern gap fraction technique can assess LAI fast and easily, however its application is problematic with vegetations of low stature. Alternatively, NDVI (Normalized Difference Vegetation Index) as a widely used spectral reflectance index has been shown to be a good estimator of LAI and is used to estimate LAI indirectly.

In situ measurements of NDVI and LAI at three sites in semi-arid grassland in Inner Mongolia, China were carried out during the growing season in 2005 and 2006. Based on these sites, a general linear and a general exponential relationship (LAI = −0.0897 + 1.424 * NDVI, R = 0.79; LAI = 0.128 * exp(NDVI/0.311), R = 0.77) were developed, which can be used for various grazing intensity grasslands and also for higher vegetation cover area (e.g. wetland) in the region. These equations for estimating LAI are suitable for the natural range of vegetation in this area during the growing season under both normal and dry weather conditions. By simply applying NDVI measurements and these relationships, the vegetation status and grass yield in the area will be rapidly and nondestructively estimated, which is helpful for livestock management and sustainable land use.

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References

  • R Colombo D Bellingeri D Fasolini CM Marino (2003) ArticleTitleRetrieval of leaf area index in different vegetation types using high resolution satellite data Remote Sens Environ 86 IssueID1 120–131 Occurrence Handle10.1016/S0034-4257(03)00094-4

    Article  Google Scholar 

  • A Cutini G Matteuci GS Mugnozza (1998) ArticleTitleEstimating of leaf area index with the LI-COR LAI 2000 in deciduous forests Forest Ecol Manag 105 55–65 Occurrence Handle10.1016/S0378-1127(97)00269-7

    Article  Google Scholar 

  • L Fan Sh Liu Ch Bernhofer H Liu FH Berger (2007) ArticleTitleRegional land surface energy fluxes by satellite remote sensing in the upper Xilin River watershed (Inner Mongolia, China) Theor Appl Climatol 88 231–245 Occurrence Handle10.1007/s00704-006-0241-9

    Article  Google Scholar 

  • S Hichs R Lascano (1995) ArticleTitleEstimation of leaf area index for cotton canopies using the LI-COR LAI 2000 plant canopy analyzer Agron J 87 458–464

    Google Scholar 

  • S Jiang (1985) An introduction on the Inner Mongolia grassland ecosystem research station, Academia Sinica SeriesTitleInner Mongolia grassland ecosystem research station. Research on Grassland Ecosystem (No. 1) Science Press Beijing 1–11

    Google Scholar 

  • L Lu X Li MG Ma T Che CL Huang F Veroustraete QH Dong R Ceulemans J Bogaert (2004) ArticleTitleInvestigating relationship between Landsat ETM+ data and LAI in a semi-arid grassland of Northwest China Int Geosci Remote Sens Symp (IGARSS) 6 3622–3625

    Google Scholar 

  • JY Pontailler GJ Hymus BG Drake (2003) ArticleTitleEstimation of leaf area index using ground-based remote sensed NDVI measurements: validation and comparison with two indirect techniques Can J Remote Sens 29 381–387

    Google Scholar 

  • H Steltzer JM Welker (2006) ArticleTitleModeling the effect of photosynthetic vegetation properties on the NDVI-LAI relationship Ecology 87 IssueID11 2765–2772 Occurrence Handle10.1890/0012-9658(2006)87[2765:MTEOPV]2.0.CO;2

    Article  Google Scholar 

  • MT Van Wijk M Williams (2005) ArticleTitleOptical instruments for measuring leaf area index in low vegetation: application in arctic ecosystems Ecol Appl 15 IssueID4 1462–1470 Occurrence Handle10.1890/03-5354

    Article  Google Scholar 

Download references

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Correspondence to L. Fan.

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Correspondence: Dr. Liya Fan, Department of Meteorology, Institute of Hydrology and Meteorology, Technische Universität Dresden, 01737 Tharandt, Germany

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Fan, L., Gao, Y., Brück, H. et al. Investigating the relationship between NDVI and LAI in semi-arid grassland in Inner Mongolia using in-situ measurements. Theor Appl Climatol 95, 151–156 (2009). https://doi.org/10.1007/s00704-007-0369-2

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  • DOI: https://doi.org/10.1007/s00704-007-0369-2

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