IDEAS home Printed from https://ideas.repec.org/a/eee/ecomod/v489y2024ics0304380024000188.html
   My bibliography  Save this article

Simulation of gross primary productivity and impact of drought in Liulin watershed of Taihang mountains over 2000–2020

Author

Listed:
  • Zhou, Junzhi
  • Zhang, Ting
  • Li, Jianzhu
  • Feng, Ping

Abstract

As the largest flux in the global terrestrial carbon cycle, Gross Primary Productivity (GPP) is a key factor for the terrestrial carbon budget. Based on the eddy flux tower data, remote sensing data and the meteorological precipitation data, we calibrated three parameters of maximum light use efficiency, optimum temperature, and maximum temperature in the Vegetation Photosynthesis Model (VPM) to reproduce the GPP spatiotemporal characteristic in Liulin watershed of Taihang Mountains. We further analyzed the time lag effect and cumulative effect of the standard precipitation index (SPI) on GPP by the Pearson correlation coefficients. Results show that VPM captures the GPP characteristics of eddy flux tower observation in Liulin watershed. During the calibration period (R2 = 0.94, RMSE = 0.47 g C m-2·d-1) and validation period (R2 = 0.91, RMSE = 0.60 g C m-2 d-1), the adjusted VPM model successfully reproduced the temporal dynamics of site-observed GPP. From 2000 to 2020, VPM model can effectively reproduce the long-term variations in GPP (R2 = 0.69 vs. NIRv_GPP), with the GPP ranging from 446.4 to 828.1 g C m-2 y-1 and an average value of 545.6 g C m-2 y-1 in Liulin watershed. The GPP exhibited an increasing trend from 2000 to 2020. A mutation in the GPP occurred in 2010, with an average annual increase of 13.9 g C m-2 y-1 from 2000 to 2010 (p < 0.05), followed by an average annual increase of 10.22 g C m-2 y-1 from 2011 to 2020 (p > 0.05). The SPI effectively monitored drought events in the Liulin watershed. With a cumulative effect of 9 months and a lag effect of 6–7 months, the time lag and cumulative effects of drought had a long-term effect on GPP. It is imperative to have long-term eddy flux tower data and meteorological data to better evaluate the spatiotemporal dynamics of GPP and the impact of drought.

Suggested Citation

  • Zhou, Junzhi & Zhang, Ting & Li, Jianzhu & Feng, Ping, 2024. "Simulation of gross primary productivity and impact of drought in Liulin watershed of Taihang mountains over 2000–2020," Ecological Modelling, Elsevier, vol. 489(C).
    • Handle: RePEc:eee:ecomod:v:489:y:2024:i:c:s0304380024000188
    DOI: 10.1016/j.ecolmodel.2024.110629
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0304380024000188
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.ecolmodel.2024.110629?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Mingkui Cao & F. Ian Woodward, 1998. "Dynamic responses of terrestrial ecosystem carbon cycling to global climate change," Nature, Nature, vol. 393(6682), pages 249-252, May.
    2. Markus Reichstein & Michael Bahn & Philippe Ciais & Dorothea Frank & Miguel D. Mahecha & Sonia I. Seneviratne & Jakob Zscheischler & Christian Beer & Nina Buchmann & David C. Frank & Dario Papale & An, 2013. "Climate extremes and the carbon cycle," Nature, Nature, vol. 500(7462), pages 287-295, August.
    3. Lyubing Zhang & Eric I. Ameca & Guy Cowlishaw & Nathalie Pettorelli & Wendy Foden & Georgina M. Mace, 2019. "Global assessment of primate vulnerability to extreme climatic events," Nature Climate Change, Nature, vol. 9(7), pages 554-561, July.
    4. Lyubing Zhang & Eric I. Ameca & Guy Cowlishaw & Nathalie Pettorelli & Wendy Foden & Georgina M. Mace, 2019. "Author Correction: Global assessment of primate vulnerability to extreme climatic events," Nature Climate Change, Nature, vol. 9(10), pages 796-796, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Huicai Yang & Shuqin Zhao & Zhanfei Qin & Zhiguo Qi & Xinying Jiao & Zhen Li, 2024. "Differentiation of Carbon Sink Enhancement Potential in the Beijing–Tianjin–Hebei Region of China," Land, MDPI, vol. 13(3), pages 1-15, March.
    2. Yujin Li & Juying Jiao & Zhijie Wang & Binting Cao & Yanhong Wei & Shu Hu, 2016. "Effects of Revegetation on Soil Organic Carbon Storage and Erosion-Induced Carbon Loss under Extreme Rainstorms in the Hill and Gully Region of the Loess Plateau," IJERPH, MDPI, vol. 13(5), pages 1-15, April.
    3. Simon Besnard & Nuno Carvalhais & M Altaf Arain & Andrew Black & Benjamin Brede & Nina Buchmann & Jiquan Chen & Jan G P W Clevers & Loïc P Dutrieux & Fabian Gans & Martin Herold & Martin Jung & Yoshik, 2019. "Memory effects of climate and vegetation affecting net ecosystem CO2 fluxes in global forests," PLOS ONE, Public Library of Science, vol. 14(2), pages 1-22, February.
    4. Zhang, Jiarui & Jørgensen, Sven E. & Lu, Jianjian & Nielsen, Søren N. & Wang, Qiang, 2014. "A model for the contribution of macrophyte-derived organic carbon in harvested tidal freshwater marshes to surrounding estuarine and oceanic ecosystems and its response to global warming," Ecological Modelling, Elsevier, vol. 294(C), pages 105-116.
    5. Zbigniew W. Kundzewicz & Adam Choryński & Janusz Olejnik & Hans J. Schellnhuber & Marek Urbaniak & Klaudia Ziemblińska, 2023. "Climate Change Science and Policy—A Guided Tour across the Space of Attitudes and Outcomes," Sustainability, MDPI, vol. 15(6), pages 1-20, March.
    6. John Reilly & David Schimmelpfennig, 2000. "Irreversibility, Uncertainty, and Learning: Portraits of Adaptation to Long-Term Climate Change," Climatic Change, Springer, vol. 45(1), pages 253-278, April.
    7. Klaus Keller & Kelvin Tan & Francois M.M. Morel & David F. Bradford, 1999. "Preserving the Ocean Circulation: Implications for Climate Policy," CESifo Working Paper Series 199, CESifo.
    8. Zheng Fu & Philippe Ciais & I. Colin Prentice & Pierre Gentine & David Makowski & Ana Bastos & Xiangzhong Luo & Julia K. Green & Paul C. Stoy & Hui Yang & Tomohiro Hajima, 2022. "Atmospheric dryness reduces photosynthesis along a large range of soil water deficits," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    9. M. Jonas & S. Nilsson & A. Shvidenko & V. Stolbovoi & M. Gluck & M. Obersteiner & A. Oeskog, 1999. "Full Carbon Accounting and the Kyoto Protocol: A Systems- Analytical View," Working Papers ir99025, International Institute for Applied Systems Analysis.
    10. Isabel Dorado-Liñán & Blanca Ayarzagüena & Flurin Babst & Guobao Xu & Luis Gil & Giovanna Battipaglia & Allan Buras & Vojtěch Čada & J. Julio Camarero & Liam Cavin & Hugues Claessens & Igor Drobyshev , 2022. "Jet stream position explains regional anomalies in European beech forest productivity and tree growth," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    11. Nguyen Van Hiep & Nguyen Thi Thanh Thao & Luong Van Viet & Huynh Cong Luc & Le Huy Ba, 2023. "Affecting of Nature and Human Activities on the Trend of Vegetation Health Indices in Dak Nong Province, Vietnam," Sustainability, MDPI, vol. 15(7), pages 1-21, March.
    12. Li Yu & Fengxue Gu & Mei Huang & Bo Tao & Man Hao & Zhaosheng Wang, 2020. "Impacts of 1.5 °C and 2 °C Global Warming on Net Primary Productivity and Carbon Balance in China’s Terrestrial Ecosystems," Sustainability, MDPI, vol. 12(7), pages 1-17, April.
    13. Meenakshi Sharma & Rajesh Kaushal & Prashant Kaushik & Seeram Ramakrishna, 2021. "Carbon Farming: Prospects and Challenges," Sustainability, MDPI, vol. 13(19), pages 1-15, October.
    14. Patricia Arrogante-Funes & Carlos J. Novillo & Raúl Romero-Calcerrada, 2018. "Monitoring NDVI Inter-Annual Behavior in Mountain Areas of Mainland Spain (2001–2016)," Sustainability, MDPI, vol. 10(12), pages 1-24, November.
    15. Liu, Min & He, Honglin & Ren, Xiaoli & Sun, Xiaomin & Yu, Guirui & Han, Shijie & Wang, Huimin & Zhou, Guoyi, 2015. "The effects of constraining variables on parameter optimization in carbon and water flux modeling over different forest ecosystems," Ecological Modelling, Elsevier, vol. 303(C), pages 30-41.
    16. Yuhong Zhao & Ruirui Liu & Zhansheng Liu & Liang Liu & Jingjing Wang & Wenxiang Liu, 2023. "A Review of Macroscopic Carbon Emission Prediction Model Based on Machine Learning," Sustainability, MDPI, vol. 15(8), pages 1-28, April.
    17. Zhang, Yan & Li, Juan & Fath, Brian D. & Zheng, Hongmei & Xia, Linlin, 2015. "Analysis of urban carbon metabolic processes and a description of sectoral characteristics: A case study of Beijing," Ecological Modelling, Elsevier, vol. 316(C), pages 144-154.
    18. Lopes, António M. & Machado, J.A. Tenreiro, 2017. "Computational comparison and pattern visualization of forest fires," Chaos, Solitons & Fractals, Elsevier, vol. 102(C), pages 407-413.
    19. Imam Basuki & J. B. Kauffman & James Peterson & Gusti Anshari & Daniel Murdiyarso, 2019. "Land cover changes reduce net primary production in tropical coastal peatlands of West Kalimantan, Indonesia," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 24(4), pages 557-573, April.
    20. Zefeng Chen & Weiguang Wang & Giovanni Forzieri & Alessandro Cescatti, 2024. "Transition from positive to negative indirect CO2 effects on the vegetation carbon uptake," Nature Communications, Nature, vol. 15(1), pages 1-13, December.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:ecomod:v:489:y:2024:i:c:s0304380024000188. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/ecological-modelling .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.