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Long-term effects of rewetting and drought on GPP in a temperate peatland based on satellite remote sensing data
被引:4
|作者:
Zhou, Yinying
[1
,3
]
Sachs, Torsten
[2
]
Li, Zhan
[2
]
Pang, Yuwen
[4
]
Xu, Junfeng
[1
]
Kalhori, Aram
[2
]
Wille, Christian
[2
]
Peng, Xiaoxue
[1
]
Fu, Xianhao
[1
]
Wu, Yanfei
[1
]
Wu, Lin
[5
]
机构:
[1] Hangzhou Normal Univ, Sch informat Sci & technol, Hangzhou 311121, Peoples R China
[2] GFZ German Res Ctr Geosci, Potsdam, Germany
[3] Ningbo Alatu Digital Technol Co Ltd, Ningbo, Peoples R China
[4] Univ Helsinki, Helsinki Inst Sustainabil Sci HELSUS, Fac Biol & Environm Sci, Ecosyst & Environm Res Programme, Helsinki, Finland
[5] Hubei Minzu Univ, Enshi, Peoples R China
关键词:
Peatland;
Remote sensing retrieval;
Data reconstruction;
Random Forest;
Gross primary production;
ENHANCED VEGETATION INDEX;
LAND-SURFACE TEMPERATURE;
NORTHERN PEATLANDS;
CONIFEROUS FORESTS;
CARBON-DIOXIDE;
CO2;
EXCHANGE;
FLUXES;
ECOSYSTEM;
PRODUCTIVITY;
D O I:
10.1016/j.scitotenv.2023.163395
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Rewetting previously drained peatlands restores the critical function of peatlands as long-term carbon storages and sinks currently threatened by climate change and additional human-induced disturbances. Understanding and projecting the restoration process by rewetting, however, currently face a pressing challenge, the lack of consistent and gap-free records of important carbon cycling indicators of peatlands such as the gross primary production (GPP) over long term. In this study, we reconstructed the GPP in a rewetted peatland called Zarnekow (Fluxnet-ID: DE-Zrk) in Germany from 2000 to 2020 by combining long-term satellite observations and limited-term tower-based eddy covariance (EC) measurements based on Random Forest regression models. The R2 between the reconstructed data and EC data was 0.6. The reasonable reconstruction of long-term GPP enabled trend analysis that identified two distinct periods of decreasing/increasing in GPP due to rewetting and droughts. Rewetting in the winter of 2004 and 2005 stabilized GPP after a decreasing period. A drought in 2018 significantly increased GPP, and GPP re-mained high over the following two years. Furthermore, the month-specific trends show significant seasonality at this site, specifically, an increasing trend over the 21 years in the growing-season months of June to August and a decreas-ing trend in the other months. The most important variables for satellite-based estimates of GPP at this site include total evapotranspiration, land surface temperature, enhanced vegetation index and near-infrared reflectance vegetation index. Long-term analyses of carbon fluxes through the combination of satellite observations and EC measurements provide crucial insights into the restoration of carbon sequestration functions in rewetted peatlands.
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页数:13
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