Log in

Decoupled driving forces of variabilities of transpiration in Chinese subtropical vegetation based on remote sensing data

  • Research Articles
  • Published:
Journal of Geographical Sciences Aims and scope Submit manuscript

Abstract

Transpiration (Tc) is a critical component of the global water cycle. Soil moisture (SM) and vapor pressure deficit (VPD) are key regulators of Tc, and exploring their contributions to changes in Tc can deepen our understanding of the mechanisms of water cycling in terrestrial ecosystems. However, the driving roles of VPD and SM in Tc changes remain debated because of the coupling of SM and VPD through land-atmosphere interactions which restrict the quantification of the independent effects of SM and VPD on Tc. By decoupling the correlations between SM and VPD using a novel binning approach, this study analyzed the dominant drivers of vegetation transpiration in subtropical China from 2003 to 2018 based on multi-source data, including meteorological reanalysis, remotely sensed soil moisture, transpiration, and land cover data. The results show that Tc first increased and then remained stable with an increase in SM across the study area but changed slightly with increasing VPD. Overall, the relative contribution of SM to the change in Tc was approximately five times that of VPD. The sensitivities of Tc to SM and VPD differed among vegetation types. Although the sensitivity of Tc to SM was greater than that of VPD for all four vegetation types, the thresholds of Tc in response to SM were different, with the lowest threshold (approximately 35%) for the other forests and the highest threshold (approximately 55%) for short wood vegetation. We infer that this is associated with the differences in ecological strategies. To verify the reliability of our conclusions, we used solar- induced chlorophyll fluorescence (SIF) data as a proxy for Tc based on the tight coupling between photosynthesis and transpiration. Consistent results were obtained by repeating the analyses. The results of this study, in which the impacts of SM and VPD on Tc were decoupled, are beneficial for further understanding the critical processes involved in water cycling in terrestrial ecosystems in response to climate change.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price includes VAT (Germany)

Instant access to the full article PDF.

References

  • Bai Y, Zhu G F, Su Y H et al., 2015. Hysteresis loops between canopy conductance of grapevines and meteorological variables in an oasis ecosystem. Agricultural and Forest Meteorology, 214: 319–327.

    Article  Google Scholar 

  • Beer C, Reichstein M, Ciais P et al., 2007. Mean annual GPP of Europe derived from its water balance. Geophysical Research Letters, 34(5): L05401.

    Article  Google Scholar 

  • Chen C, Riley W J, Prentice I C et al., 2022. CO2 fertilization of terrestrial photosynthesis inferred from site to global scales. Proceedings of the National Academy of Sciences, 119(10): e2115627119.

    Article  Google Scholar 

  • Chen N, Song C C, Xu X F et al., 2021. Divergent impacts of atmospheric water demand on gross primary productivity in three typical ecosystems in China. Agricultural and Forest Meteorology, 307: 108527.

    Article  Google Scholar 

  • Chen Y Y, Yang K, He J et al., 2011. Improving land surface temperature modeling for dry land of China. Journal of Geophysical Research: Atmospheres, 116: D20104.

    Article  Google Scholar 

  • Cheng Y M, Liu L, Cheng L et al., 2022. A shift in the dominant role of atmospheric vapor pressure deficit and soil moisture on vegetation greening in China. Journal of Hydrology, 615: 128680.

    Article  Google Scholar 

  • Dang C Y, Shao Z F, Huang X et al., 2022. Assessment of the importance of increasing temperature and decreasing soil moisture on global ecosystem productivity using solar-induced chlorophyll fluorescence. Global Change Biology, 28(6): 2066–2080.

    Article  Google Scholar 

  • Deng Y H, Wang S J, Bai X Y et al., 2020. Variation trend of global soil moisture and its cause analysis. Ecological Indicators, 110: 105939.

    Article  Google Scholar 

  • Denissen J M C, Teuling A J, Pitman A J et al., 2022. Widespread shift from ecosystem energy to water limitation with climate change. Nature Climate Change, 12(7): 677–684.

    Article  Google Scholar 

  • Feng H Z, Xu T R, Liu L Y et al., 2021. Modeling transpiration with sun-induced chlorophyll fluorescence observations via carbon-water coupling methods. Remote Sensing, 13(4): 804.

    Article  Google Scholar 

  • Fu Z, Ciais P, Prentice I C et al., 2022a. Atmospheric dryness reduces photosynthesis along a large range of soil water deficits. Nature Communications, 13(1): 989.

    Article  Google Scholar 

  • Fu Z, Ciais P, Feldman A F et al., 2022b. Critical soil moisture thresholds of plant water stress in terrestrial ecosystems. Science Advances, 8(44): eabq7827.

    Article  Google Scholar 

  • Fu Z, Ciais P, Makowski D et al., 2022c. Uncovering the critical soil moisture thresholds of plant water stress for European ecosystems. Global Change Biology, 28(6): 2111–2123.

    Article  Google Scholar 

  • Good S P, Noone D, Bowen G, 2015. Hydrologic connectivity constrains partitioning of global terrestrial water fluxes. Science, 349(6244): 175–177.

    Article  Google Scholar 

  • Granier A, Loustau D, Bréda N, 2000. A generic model of forest canopy conductance dependent on climate, soil water availability and leaf area index. Annals of Forest Science, 57(8): 755–765.

    Article  Google Scholar 

  • Green J K, Seneviratne S I, Berg A M et al., 2019. Large influence of soil moisture on long-term terrestrial carbon uptake. Nature, 565(7740): 476–479.

    Article  Google Scholar 

  • Grossiord C, Buckley T N, Cernusak L A et al., 2020. Plant responses to rising vapor pressure deficit. New Phytologist, 226(6): 1550–1566.

    Article  Google Scholar 

  • Jasechko S, Sharp Z D, Gibson J J et al., 2013. Terrestrial water fluxes dominated by transpiration. Nature, 496(7445): 347–350.

    Article  Google Scholar 

  • Jiang P P, Meinzer F C, Wang H M et al., 2020. Below-ground determinants and ecological implications of shrub species’ degree of isohydry in subtropical pine plantations. New Phytologist, 226(6): 1656–1666.

    Article  Google Scholar 

  • ** J X, Guo F S, Sippel S et al., 2020. Concurrent and lagged effects of spring greening on seasonal carbon gain and water loss across the Northern Hemisphere. International Journal of Biometeorology, 64(8): 1343–1354.

    Article  Google Scholar 

  • ** J X, **ao Y Y, ** J L et al., 2021. Spatial-temporal variabilities of the contrasting hydrometeorological extremes and the impacts on vegetation growth over the Yangtze River basin. Advances in Water Science, 32(6): 867–876. (in Chinese)

    Google Scholar 

  • Konings A G, Gentine P, 2017. Global variations in ecosystem-scale isohydricity. Global Change Biology, 23(2): 891–905.

    Article  Google Scholar 

  • Li Q L, Shi G S, Shangguan W et al., 2022. A 1 km daily soil moisture dataset over China using in situ measurement and machine learning. Earth System Science Data, 14(12): 5267–5286.

    Article  Google Scholar 

  • Li X, **ao J F, 2019. A global, 0.05-degree product of solar-induced chlorophyll fluorescence derived from OCO-2, MODIS, and reanalysis data. Remote Sensing, 11(5): 517.

    Article  Google Scholar 

  • Liu L B, Gudmundsson L, Hauser M et al., 2020. Soil moisture dominates dryness stress on ecosystem production globally. Nature Communications, 11(1): 4892.

    Article  Google Scholar 

  • Liu X S, Biondi F, 2020. Transpiration drivers of high-elevation five-needle pines (Pinus longaeva and Pinus flexilis) in sky-island ecosystems of the North American Great Basin. Science of the Total Environment, 739: 139861.

    Article  Google Scholar 

  • Lu H B, Qin Z C, Lin S R et al., 2022. Large influence of atmospheric vapor pressure deficit on ecosystem production efficiency. Nature Communications, 13(1): 1–4.

    Google Scholar 

  • Lu X L, Liu Z Q, An S Q et al., 2018. Potential of solar-induced chlorophyll fluorescence to estimate transpiration in a temperate forest. Agricultural and Forest Meteorology, 252: 75–87.

    Article  Google Scholar 

  • Maes W H, Pagán B R, Martens B et al., 2020. Sun-induced fluorescence closely linked to ecosystem transpiration as evidenced by satellite data and radiative transfer models. Remote Sensing of Environment, 249: 112030.

    Article  Google Scholar 

  • McDowell N, Pockman W T, Allen C D et al., 2008. Mechanisms of plant survival and mortality during drought: Why do some plants survive while others succumb to drought? New Phytologist, 178(4): 719–739.

    Article  Google Scholar 

  • McDowell N G, Allen C D, 2015. Darcy’s law predicts widespread forest mortality under climate warming. Nature Climate Change, 5(7): 669–672.

    Article  Google Scholar 

  • Martens B, Miralles D G, Lievens H et al., 2017. GLEAM v3: Satellite-based land evaporation and root-zone soil moisture. Geoscientific Model Development, 10(5): 1903–1925.

    Article  Google Scholar 

  • Miralles D G, De Jeu R A M, Gash J H et al., 2011. Magnitude and variability of land evaporation and its components at the global scale. Hydrology and Earth System Sciences, 15(3): 967–981.

    Article  Google Scholar 

  • Miralles D G, Jiménez C, Jung M et al., 2016. The WACMOS-ET project (Part 2): Evaluation of global terrestrial evaporation data sets. Hydrology and Earth System Sciences, 20(2): 823–842.

    Article  Google Scholar 

  • Miralles D G, Van Den Berg M J, Gash J H et al., 2014. El Niño–La Niña cycle and recent trends in continental evaporation. Nature Climate Change, 4(2): 122–126.

    Article  Google Scholar 

  • Mohammed G H, Colombo R, Middleton E M et al., 2019. Remote sensing of solar-induced chlorophyll fluorescence (SIF) in vegetation: 50 years of progress. Remote Sensing of Environment, 231: 111177.

    Article  Google Scholar 

  • Novick K A, Ficklin D L, Stoy P C et al., 2016. The increasing importance of atmospheric demand for ecosystem water and carbon fluxes. Nature Climate Change, 6(11): 1023–1027.

    Article  Google Scholar 

  • Oren R, Sperry J S, Katul G G et al., 1999. Survey and synthesis of intra- and interspecific variation in stomatal sensitivity to vapour pressure deficit. Plant Cell & Environment, 22(12): 1515–1526.

    Article  Google Scholar 

  • Pagán B R, Maes W H, Gentine P et al., 2019. Exploring the potential of satellite solar-induced fluorescence to constrain global transpiration estimates. Remote Sensing, 11(4): 413.

    Article  Google Scholar 

  • Peng C H, Ma Z H, Lei X D et al., 2011. A drought-induced pervasive increase in tree mortality across Canada’s boreal forests. Nature Climate Change, 1(9): 467–471.

    Article  Google Scholar 

  • Phillips O L, Aragao L E, Lewis S L et al., 2009. Drought sensitivity of the Amazon rainforest. Science, 323(5919): 1344–1347.

    Article  Google Scholar 

  • Rawson H M, Begg J E, Woodward R G, 1977. The effect of atmospheric humidity on photosynthesis, transpiration and water use efficiency of leaves of several plant species. Planta, 134(1): 5–10.

    Article  Google Scholar 

  • Ray J D, Gesch R W, Sinclair T R et al., 2022. The effect of vapor pressure deficit on maize transpiration response to a drying soil. Plant and Soil, 239(1): 113–121.

    Article  Google Scholar 

  • Sage R F, Kubien D S, 2007. The temperature response of C3 and C4 photosynthesis. Plant, Cell & Environment, 30(9): 1086–1106.

    Article  Google Scholar 

  • Seneviratne S I, Corti T, Davin E L et al., 2010. Investigating soil moisture-climate interactions in a changing climate: A review. Earth-Science Reviews, 99(3/4): 125–161.

    Article  Google Scholar 

  • Shan N, Zhang Y G, Chen J M et al., 2021. A model for estimating transpiration from remotely sensed solar-induced chlorophyll fluorescence. Remote Sensing of Environment, 252: 112134.

    Article  Google Scholar 

  • Song X W, Lyu S D, Wen X F, 2020. Limitation of soil moisture on the response of transpiration to vapor pressure deficit in a subtropical coniferous plantation subjected to seasonal drought. Journal of Hydrology, 591: 125301.

    Article  Google Scholar 

  • Talsma C J, Good S P, Jimenez C et al., 2018. Partitioning of evapotranspiration in remote sensing-based models. Agricultural and Forest Meteorology, 260: 131–143.

    Article  Google Scholar 

  • Wang P, Tong X L, Qiu J X et al., 2022. Amplification effect of urbanization on atmospheric aridity over China under past global warming. Earth’s Future, 10(5): e2021EF002335.

    Article  Google Scholar 

  • Wang Y P, Li R, Min Q L et al., 2019. A three-source satellite algorithm for retrieving all-sky evapotranspiration rate using combined optical and microwave vegetation index at twenty AsiaFlux sites. Remote Sensing of Environment, 235: 111463.

    Article  Google Scholar 

  • Yu T, Jiapaer G, Bao A M et al., 2022. Disentangling the relative effects of soil moisture and vapor pressure deficit on photosynthesis in dryland Central Asia. Ecological Indicators, 137: 108698.

    Article  Google Scholar 

  • Yuan W P, Cai W W, Chen Y et al., 2016. Severe summer heatwave and drought strongly reduced carbon uptake in southern China. Scientific Reports, 6(1): 1–12.

    Google Scholar 

  • Yuan W P, Zheng Y, Piao S L et al., 2019. Increased atmospheric vapor pressure deficit reduces global vegetation growth. Science Advances, 5(8): eaax1396.

    Article  Google Scholar 

  • Zhang J W, Guan K Y, Peng B et al., 2021. Sustainable irrigation based on co-regulation of soil water supply and atmospheric evaporative demand. Nature Communications, 12(1): 5549.

    Article  Google Scholar 

  • Zhang Y, Parazoo N C, Williams A P et al., 2020. Large and projected strengthening moisture limitation on end-of-season photosynthesis. Proceedings of the National Academy of Sciences, 117(17): 9216–9222.

    Article  Google Scholar 

  • Zhang Y Q, Kong D D, Gan R et al., 2019. Coupled estimation of 500 m and 8-day resolution global evapotranspiration and gross primary production in 2002–2017. Remote Sensing Environment, 222: 165–182.

    Article  Google Scholar 

  • Zhang Y Q, Kong D D, Zhang X Z et al., 2021. lmpacts of vegetation changes on global evapotranspiration in the period 2003–2017. Acta Geographica Sinica, 76(3): 584–594. (in Chinese)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jiaxin **.

Additional information

Foundation: The National Key R&D Program of China, No.2018YFA0605402; National Natural Science Foundation of China, No.41971374

Author: ** Jiaxin, Professor, specialized in eco-hydrological remote sensing.

This paper is initially published in Acta Geographica Sinica (Chinese edition), 2023, 78(7): 1779–1791.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

**, J., Cai, Y., Guo, X. et al. Decoupled driving forces of variabilities of transpiration in Chinese subtropical vegetation based on remote sensing data. J. Geogr. Sci. 33, 2159–2174 (2023). https://doi.org/10.1007/s11442-023-2170-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11442-023-2170-2

Keywords

Navigation