Spatial and temporal variations in canopy structure and leaf biochemistry have considerable influence on fluxes of CO2, water and energy and nutrient cycling in vegetation. Two vegetation indices (VI), NDVI and Macc01, were used to model the spatio-temporal variability of broadleaf chlorophyll content and leaf area index (LAI) across a growing season. Ground data including LAI, hyperspectral leaf reflectance factors (400-2500 nm) and leaf chlorophyll content were measured across the growing season and satellite-derived canopy reflectance data was acquired for 33 dates at 1200 m spatial resolution. Key phenological information was extracted using the TIMESAT software. Results showed that LAI and chlorophyll start of season (SOS) dates were at day of year (DOY) 130 and 157 respectively, and total season duration varied by 57 days. The spatial variability of chlorophyll and LAI phenology was also analyzed at the landscape scale to investigate phenological patterns over a larger spatial extent. Whilst a degree of spatial variability existed, results showed that chlorophyll SOS lagged approximately 20-35 days behind LAI SOS, and the end of season (EOS) LAI dates were predominantly between 20 and 30 days later than chlorophyll EOS. The large temporal differences between VI-derived chlorophyll content and LAI has important implications for biogeochemical models using NDVI or LAI to represent the fraction of photosynthetically active radiation absorbed by a canopy, in neglecting to account for delays in chlorophyll production and thus photosynthetic capacity. (C) 2014 Elsevier B.V. All rights reserved.
机构:
Northwest A&F Univ, State Key Lab Soil Eros & Dryland Farming Loess P, Yangling 712100, Shaanxi, Peoples R China
Chinese Acad Sci, Inst Soil & Water Conservat, Yangling 712100, Shaanxi, Peoples R China
Minist Water Resources, Yangling 712100, Shaanxi, Peoples R ChinaNorthwest A&F Univ, State Key Lab Soil Eros & Dryland Farming Loess P, Yangling 712100, Shaanxi, Peoples R China
Zhao, Wei
Tan, Wenfeng
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Chinese Acad Sci, Inst Soil & Water Conservat, Yangling 712100, Shaanxi, Peoples R China
Minist Water Resources, Yangling 712100, Shaanxi, Peoples R China
Huazhong Agr Univ, Coll Resources & Environm, Wuhan 430070, Peoples R ChinaNorthwest A&F Univ, State Key Lab Soil Eros & Dryland Farming Loess P, Yangling 712100, Shaanxi, Peoples R China
Tan, Wenfeng
Li, Shiqing
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Northwest A&F Univ, State Key Lab Soil Eros & Dryland Farming Loess P, Yangling 712100, Shaanxi, Peoples R China
Chinese Acad Sci, Inst Soil & Water Conservat, Yangling 712100, Shaanxi, Peoples R China
Minist Water Resources, Yangling 712100, Shaanxi, Peoples R ChinaNorthwest A&F Univ, State Key Lab Soil Eros & Dryland Farming Loess P, Yangling 712100, Shaanxi, Peoples R China
机构:
CSIR, Adv Agr & Food, Precis Agr Res Grp, Pretoria, South AfricaCSIR, Adv Agr & Food, Precis Agr Res Grp, Pretoria, South Africa
Madonsela, Sabelo
Cho, Moses Azong
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CSIR, Adv Agr & Food, Pretoria, South Africa
Univ Pretoria, Dept Plant & Soil Sci, Pretoria, South AfricaCSIR, Adv Agr & Food, Precis Agr Res Grp, Pretoria, South Africa
Cho, Moses Azong
Naidoo, Laven
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CSIR, Adv Agr & Food, Pretoria, South AfricaCSIR, Adv Agr & Food, Precis Agr Res Grp, Pretoria, South Africa
Naidoo, Laven
Main, Russell
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CSIR, Adv Agr & Food, Pretoria, South AfricaCSIR, Adv Agr & Food, Precis Agr Res Grp, Pretoria, South Africa
Main, Russell
Majozi, Nobuhle
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CSIR, Adv Agr & Food, Pretoria, South AfricaCSIR, Adv Agr & Food, Precis Agr Res Grp, Pretoria, South Africa
机构:
China Univ Min & Technol, Engn Res Ctr, Minist Educ Mine Ecol Restorat, Xuzhou 221116, Peoples R ChinaChina Univ Min & Technol, Engn Res Ctr, Minist Educ Mine Ecol Restorat, Xuzhou 221116, Peoples R China
Wang, Cangjiao
Jia, Duo
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China Univ Min & Technol, Sch Environm Sci & Spatial Informat, Xuzhou 221116, Peoples R ChinaChina Univ Min & Technol, Engn Res Ctr, Minist Educ Mine Ecol Restorat, Xuzhou 221116, Peoples R China
Jia, Duo
Lei, Shaogang
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China Univ Min & Technol, Engn Res Ctr, Minist Educ Mine Ecol Restorat, Xuzhou 221116, Peoples R ChinaChina Univ Min & Technol, Engn Res Ctr, Minist Educ Mine Ecol Restorat, Xuzhou 221116, Peoples R China
Lei, Shaogang
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Numata, Izaya
Tian, Luo
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Beijing Normal Univ, State Key Lab Remote Sensing Sci, Beijing 100875, Peoples R China
Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Beijing 100875, Peoples R China
Beijing Normal Univ, Inst Remote Sensing Sci & Engn, Fac Geog Sci, Beijing Engn Res Ctr Global Land Remote Sensing Pr, Beijing 100875, Peoples R ChinaChina Univ Min & Technol, Engn Res Ctr, Minist Educ Mine Ecol Restorat, Xuzhou 221116, Peoples R China
机构:
Smithsonian Conservat Biol Inst, Conservat Ecol Ctr, Front Royal, VA 22630 USA
Univ Montana, WA Franke Coll Forestry & Conservat, Missoula, MT 59812 USA
Univ Montana, Div Biol Sci, Missoula, MT 59812 USASmithsonian Conservat Biol Inst, Conservat Ecol Ctr, Front Royal, VA 22630 USA
Tepley, Alan J.
Pederson, Neil
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Harvard Forest, Petersham, MA 01366 USASmithsonian Conservat Biol Inst, Conservat Ecol Ctr, Front Royal, VA 22630 USA
Pederson, Neil
McGarvey, Jennifer C.
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Smithsonian Conservat Biol Inst, Conservat Ecol Ctr, Front Royal, VA 22630 USASmithsonian Conservat Biol Inst, Conservat Ecol Ctr, Front Royal, VA 22630 USA
McGarvey, Jennifer C.
Meakem, Victoria
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Smithsonian Conservat Biol Inst, Conservat Ecol Ctr, Front Royal, VA 22630 USASmithsonian Conservat Biol Inst, Conservat Ecol Ctr, Front Royal, VA 22630 USA
Meakem, Victoria
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Herrmann, Valentine
Thompson, Jonathan R.
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Smithsonian Conservat Biol Inst, Conservat Ecol Ctr, Front Royal, VA 22630 USA
Harvard Forest, Petersham, MA 01366 USASmithsonian Conservat Biol Inst, Conservat Ecol Ctr, Front Royal, VA 22630 USA
Thompson, Jonathan R.
Anderson-Teixeira, Kristina J.
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Smithsonian Conservat Biol Inst, Conservat Ecol Ctr, Front Royal, VA 22630 USA
Smithsonian Trop Res Inst, Ctr Trop Forest Sci Forest Global Earth Observ, Panama City, PanamaSmithsonian Conservat Biol Inst, Conservat Ecol Ctr, Front Royal, VA 22630 USA