Skip to main content
Proceedings of the National Academy of Sciences of the United States of America logoLink to Proceedings of the National Academy of Sciences of the United States of America
letter
. 2022 Jun 3;119(24):e2202343119. doi: 10.1073/pnas.2202343119

Data processing uncertainties may lead to an overestimation of the land carbon sink of the Tibetan Plateau

Yuyang Wang a,b, Zhiyong Ding c, Yaoming Ma a,d,e,f,1
PMCID: PMC9214516  PMID: 35658065

Wei et al. (1) report that the Tibetan Plateau is a net CO2 sink that is 4 times greater than previously estimated. Model simulations in the same study suggest that the CO2 sink will increase further as the climate becomes warmer and wetter in the future. These results have significant implications for understanding the responses of the carbon cycle to climate warming. However, Piao et al. (2) used different methods to estimate the size of China’s terrestrial ecosystem carbon sink and proposed that it ranges from 170 Tg C⋅y−1 to 350 Tg C⋅y−1. This result from Piao et al. (2) shows that the estimated extent of the Tibetan Plateau carbon sink in Wei et al. (1) is an overestimate. Using net ecosystem production (NEP) to estimate the size of CO2 sinks may neglect the effects of several key processes, for example, aquatic carbon export (3) and multiple anthropogenic activities (4). In addition, uncertainties associated with eddy covariance (EC) data processing may also lead to the overestimation of the carbon sink.

The results from some of the 10 self-processed sites used in Wei et al. (1) differ from findings presented in other comparative research. For example, Wei et al. (1) calculated NEP for Arou to be 31.7 g C⋅m−2⋅y−1, while two other studies have calculated NEP for the same year to be 144 and 137 g C⋅m−2⋅y−1 (5, 6). For alpine steppe sites, the average NEP for Nam Co was 17.1 g C⋅m−2⋅y−1 in Wei et al. (1), which is much higher than the findings in Wang et al. (6). The site where the estimates in Wei et al. (1) differ most from those in other studies is Ali. Wei et al. (1) estimate that the Ali alpine steppe is a strong carbon sink (206.9 g C⋅m−2⋅y−1), while Wang et al. (6) estimate that it is only a weak carbon sink. Where other studies have used methods developed by the Max Planck Institute for Biogeochemistry (7, 8), Wei et al. (1) do not. We also checked the daily NEP recorded for several sites used in Wei et al. (1) and found that there were unusual spikes in the daily variations of NEP (Fig. 1). We suggest that Wei et al. (1) may not have implemented outlier diagnosis and rejection prior to data gap filling, meaning that outliers may have significantly affected the quality of the gap-filled data (9).

Fig. 1.

Fig. 1.

Comparison of NEP for different sites used in Wei et al. (1) and in Wang et al. (6) for the same year. (A) Arou in 2015, (B) Muztag in 2016, and (C) Nam Co in 2008.

The data processing methods used in Wei et al. (1) may have led to an overestimation of the carbon sink of the Tibetan Plateau, particularly for alpine steppe areas. There is also an error in the vegetation type classification at the Mount Everest site, where alpine steppe (10) is incorrectly classified as alpine shrub in Wei et al. (1). Observational EC data are critical for driving model calculations and for regional upscaling of carbon sink estimates. Widely used data-spike detection and gap-filling methods may result in a more reasonable estimation of the carbon sink of the Tibetan Plateau.

Acknowledgments

This study was funded by the Second Tibetan Plateau Scientific Expedition and Research Program (STEP)(Grant 2019QZKK0103), the Strategic Priority Research Program of the Chinese Academy of Sciences (Grant XDA20060101), and the National Natural Science Foundation of China (grants 91837208, 41975009, and 91637312).

Footnotes

The authors declare no competing interest.

This article contains supporting information online at https://www.pnas.org/lookup/suppl/doi:10.1073/pnas.2202343119/-/DCSupplemental.

References

  • 1.Wei D., et al. , Plant uptake of CO2 outpaces losses from permafrost and plant respiration on the Tibetan Plateau. Proc. Natl. Acad. Sci. U.S.A. 118, e2015283118 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 2.Piao S., et al. , Estimation of China’s terrestrial ecosystem carbon sink: Methods, progress and prospects. Sci. China Earth Sci. 65, 641–651 (2022). [Google Scholar]
  • 3.Song C., Wang G., Land carbon sink of the Tibetan Plateau may be overestimated without accounting for the aquatic carbon export. Proc. Natl. Acad. Sci. U.S.A. 118, e2114694118 (2021). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Ma L., Zuo H., Quantifying net carbon fixation by Tibetan alpine ecosystems should consider multiple anthropogenic activities. Proc. Natl. Acad. Sci. U.S.A. 119, e2115676119 (2022). [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 5.Sun S., et al. , Water and carbon dioxide exchange of an alpine meadow ecosystem in the northeastern Tibetan Plateau is energy-limited. Agric. For. Meteorol. 275, 283–295 (2019). [Google Scholar]
  • 6.Wang Y., et al. , Carbon fluxes and environmental controls across different alpine grassland types on the Tibetan Plateau. Agric. For. Meteorol. 31, 108694 (2021). [Google Scholar]
  • 7.Reichstein M., et al. , On the separation of net ecosystem exchange into assimilation and ecosystem respiration: Review and improved algorithm. Glob. Change Biol. 11, 1424–1439 (2005). [Google Scholar]
  • 8.Wutzler T., et al. , Basic and extensible post-processing of eddy covariance flux data with REddyProc. Biogeosciences 15, 5015–5030 (2018). [Google Scholar]
  • 9.Papale D., et al. , Towards a standardized processing of Net Ecosystem Exchange measured with eddy covariance technique: Algorithms and uncertainty estimation. Biogeosciences 3, 571–583 (2006). [Google Scholar]
  • 10.Ma Y., et al. , A long-term (2005–2016) dataset of hourly integrated land–atmosphere interaction observations on the Tibetan Plateau. Earth Syst. Sci. Data 12, 2937–2957 (2020). [Google Scholar]

Articles from Proceedings of the National Academy of Sciences of the United States of America are provided here courtesy of National Academy of Sciences

RESOURCES