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Carbon flux phenology and net ecosystem productivity simulated by a bioclimatic index in an alpine steppe-meadow on the Tibetan Plateau
Chai, Xi1,2; Shi, Peili1,2; Song, Minghua1; Zong, Ning1; He, Yongtao1,2; Zhao, Guangshai1,2; Zhang, Xianzhou1,3
2019-02-24
Source PublicationECOLOGICAL MODELLING
ISSN0304-3800
Volume394Pages:66-75
Corresponding AuthorShi, Peili(shipl@igsnrr.ac.cn)
AbstractPlant phenology is one of the main controls of variation in net ecosystem productivity (NEP). Accurate representation of vegetation phenology is important for predicting ecosystem carbon budget. Although using satellite observation to determine vegetation phenology is becoming a mature option, there are still uncertainties in its application at site scales. Our purpose is to establish a more robust phenological index to accurately predict carbon uptake phenology, which detailed results can complement the shortcomings of MODIS NDVI-derived phenology. Here we used a growing season index (GSI) phenology model to simulate carbon flux phenology (CFP) including the start of carbon uptake (CUstart), the end of carbon uptake (CUend) and the length of carbon uptake period (CUP) in an alpine meadow ecosystem on the Tibetan Plateau and to compare the results with those modeled from MODIS NDVI. We also further analyzed the main environmental factors in controlling CFP. The results indicated that the GSI model made substantially more precise prediction for CUstart, CUend and CUP (with higher correlation R-2 > 0.90) than that of the MODIS derived phenology. The GSI model was also superior to NDVI in predicting both seasonal and annual variations of net ecosystem productivity (NEP). Moreover, CUP played an important role in regulating ecosystem carbon balance in the study site because NEP was significantly positive correlated with the period of annual carbon uptake. NEP would increase by 1.63 g C m(-2) year(-1) if one CUP-day was extended. Further, CUP was influenced by variation in CUstart. Previously overlooked water variability (soil water content and VPD) played a significant role in controlling CUP and CUstart. In addition, temperature could enhance water stress to delay CUstart and shorten CUP. It is indicated that decrease in carbon uptake could be induced by accelerative water stress in the face of global warming in the alpine meadow. These results suggest that CFP is more sensitive to not only temperature but also water condition, and a combination of soil water and temperature could be a useful way to enhance the estimation of CFP in future ecosystem model.
KeywordCarbon flux phenology Growing season index NDVI Net ecosystem productivity Alpine meadow Tibetan Plateau
DOI10.1016/j.ecolmodel.2018.12.024
WOS KeywordGROWING-SEASON LENGTH ; SPRING PHENOLOGY ; INTERANNUAL VARIABILITY ; DIOXIDE EXCHANGE ; CROPLAND ECOSYSTEM ; ANNUAL GRASSLAND ; SOIL-MOISTURE ; CO2 EXCHANGE ; VEGETATION ; TEMPERATURE
Indexed BySCI
Language英语
Funding ProjectNational Natural Science Foundation of China[31870406] ; National Natural Science Foundation of China[41661144045] ; State Key Research and Development Program[2016YFC0502001]
Funding OrganizationNational Natural Science Foundation of China ; State Key Research and Development Program
WOS Research AreaEnvironmental Sciences & Ecology
WOS SubjectEcology
WOS IDWOS:000458589200008
PublisherELSEVIER SCIENCE BV
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Document Type期刊论文
Identifierhttp://ir.igsnrr.ac.cn/handle/311030/49970
Collection中国科学院地理科学与资源研究所
Corresponding AuthorShi, Peili
Affiliation1.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Ecosyst Network Observat & Modeling, Beijing 100101, Peoples R China
2.Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China
3.China Natl Forestry Econ & Dev Res Ctr, Beijing 100714, Peoples R China
Recommended Citation
GB/T 7714
Chai, Xi,Shi, Peili,Song, Minghua,et al. Carbon flux phenology and net ecosystem productivity simulated by a bioclimatic index in an alpine steppe-meadow on the Tibetan Plateau[J]. ECOLOGICAL MODELLING,2019,394:66-75.
APA Chai, Xi.,Shi, Peili.,Song, Minghua.,Zong, Ning.,He, Yongtao.,...&Zhang, Xianzhou.(2019).Carbon flux phenology and net ecosystem productivity simulated by a bioclimatic index in an alpine steppe-meadow on the Tibetan Plateau.ECOLOGICAL MODELLING,394,66-75.
MLA Chai, Xi,et al."Carbon flux phenology and net ecosystem productivity simulated by a bioclimatic index in an alpine steppe-meadow on the Tibetan Plateau".ECOLOGICAL MODELLING 394(2019):66-75.
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