气候变化领域集成服务门户(CCPortal): Vegetation cover dependence on accumulated antecedent precipitation in Australia: Relationships with photosynthetic and non-photosynthetic vegetation fractions

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DOI	10.1016/j.rse.2020.111670
	Vegetation cover dependence on accumulated antecedent precipitation in Australia: Relationships with photosynthetic and non-photosynthetic vegetation fractions
	Guerschman J.P.; Hill M.J.; Leys J.; Heidenreich S.
发表日期	2020
ISSN	00344257
卷号	240
英文摘要	The development of fractional vegetation cover products for Australia that resolve cover into photosynthetic vegetation (FPV), non-photosynthetic vegetation (FNPV) and bare soil/rock (FBS) provides a new basis for examination of responses of vegetation cover to long term precipitation cycles, and to explore the interaction between these responses and land cover type, land use and other land surface properties. In this study, the relationship between accumulated antecedent precipitation (AAP) from 1 to 60 months and average monthly FPV and FNPV from the MODIS Fractional Cover Product is examined over a 17 year period from 2001 to 2018. The maximum R2 value, regression coefficients for the maximum R2, and number of accumulated months to the maximum R2 were mapped for each month of the year for FPV and FNPV. Behaviour of responses in relation to land use, land cover, and soil water holding capacity was analysed based on pixel frequencies of classes at sub-region scale in the Interim Biogeographic Regionalisation of Australia. The analysis showed that FPV is largely dependent upon AAP in the preceding 12 months, however responses to longer periods of AAP also occur in specific land use-vegetation type combinations. The study also showed that positive responses in FNPV could be driven by AAP from as much as 60 months, but that FNPV is reduced in many areas in response to increased AAP. The presence or absence of domesticated livestock grazing as defined by Australian land use mapping was a major influence on response to AAP of both FPV and FNPV with statistical analysis indicating interactions between major natural vegetation type and grazing. In highly responsive areas (R2 > 0.6) monitoring of land condition could be enhanced by testing of regional cover levels for major deviations from the long terms responses that might suggest land management concerns. © 2020 Elsevier Inc.
英文关键词	Australia; Fractional cover; MODIS; Precipitation; Rangelands; Vegetation cover
语种	英语
scopus关键词	Agriculture; Land use; Precipitation (chemical); Radiometers; Soil moisture; Australia; Fractional cover; MODIS; Rangelands; Vegetation cover; Vegetation; land management; land surface; land use; livestock; MODIS; pixel; precipitation (chemistry); precipitation (climatology); rangeland; vegetation classification; vegetation cover; vegetation type; Australia
来源期刊	Remote Sensing of Environment
文献类型	期刊论文
条目标识符	http://gcip.llas.ac.cn/handle/2XKMVOVA/179409
作者单位	CSIRO Land and Water, Black Mountain, ACT 2601, Australia; Department of Earth System Science and Policy, University of North Dakota, Grand Forks, ND 58202, United States; NSW Office of Environment and Heritage, Gunnedah, NSW 2380, Australia
推荐引用方式 GB/T 7714	Guerschman J.P.,Hill M.J.,Leys J.,et al. Vegetation cover dependence on accumulated antecedent precipitation in Australia: Relationships with photosynthetic and non-photosynthetic vegetation fractions[J],2020,240.
APA	Guerschman J.P.,Hill M.J.,Leys J.,&Heidenreich S..(2020).Vegetation cover dependence on accumulated antecedent precipitation in Australia: Relationships with photosynthetic and non-photosynthetic vegetation fractions.Remote Sensing of Environment,240.
MLA	Guerschman J.P.,et al."Vegetation cover dependence on accumulated antecedent precipitation in Australia: Relationships with photosynthetic and non-photosynthetic vegetation fractions".Remote Sensing of Environment 240(2020).