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Temporal and Spatial Variation of Aboveground Biomass of Pinus densata and Its Drivers in Shangri-La, CHINA

Author

Listed:
  • Dongfan Xu

    (Faculty of Forestry, Southwest Forestry University, Kunming 650224, China)

  • Jialong Zhang

    (Faculty of Forestry, Southwest Forestry University, Kunming 650224, China)

  • Rui Bao

    (Faculty of Forestry, Southwest Forestry University, Kunming 650224, China)

  • Yi Liao

    (Faculty of Forestry, Southwest Forestry University, Kunming 650224, China)

  • Dongyang Han

    (Faculty of Forestry, Southwest Forestry University, Kunming 650224, China)

  • Qianwei Liu

    (Faculty of Geography, Yunnan Normal University, Kunming 650092, China)

  • Tao Cheng

    (National Geomatics Center of China, Beijing 100089, China)

Abstract

Understanding the drivers of forest aboveground biomass (AGB) is essential to further understanding the forest carbon cycle. In the upper Yangtze River region, where ecosystems are incredibly fragile, the driving factors that make AGB changes differ from other regions. This study aims to investigate AGB’s spatial and temporal variation of Pinus densata in Shangri-La and decompose the direct and indirect effects of spatial attribute, climate, stand structure, and agricultural activity on AGB in Shangri-La to evaluate the degree of influence of each factor on AGB change. The continuous sample plots from National Forest Inventory (NFI) and Landsat time series were used to estimate the AGB in 1987, 1992, 1997, 2002, 2007, 2012, and 2017. The structural equation model (SEM) was used to analyze the different effects of the four factors on AGB based on five scales: entire, 1987–2002, 2007–2017, low population density, and high population density. The results are as follows: (1) The AGB of Pinus densata in Shangri-La decreased from 1987 to 2017, with the total amount falling from 9.52 million tons to 7.41 million tons, and the average AGB falling from 55.49 t/ha to 40.10 t/ha. (2) At different scales, stand structure and climate were the drivers that directly affect the AGB change. In contrast, the agricultural activity had a negative direct effect on the AGB change, and spatial attribute had a relatively small indirect effect on the AGB change. (3) Analyzing the SEM results at different scales, the change of the contribution of the agricultural activity indicates that human activity is the main negative driver of AGB change in Shangri-La, especially at the high population density region. In contrast, the change of the contribution of the stand structure and climate indicates that the loss of old trees has an important influence on the AGB change. Forest resources here and other ecologically fragile areas should be gradually restored by adhering to policies, such as strengthening forest protection, improving forest stand quality, and limiting agricultural production activities.

Suggested Citation

  • Dongfan Xu & Jialong Zhang & Rui Bao & Yi Liao & Dongyang Han & Qianwei Liu & Tao Cheng, 2021. "Temporal and Spatial Variation of Aboveground Biomass of Pinus densata and Its Drivers in Shangri-La, CHINA," IJERPH, MDPI, vol. 19(1), pages 1-17, December.
    • Handle: RePEc:gam:jijerp:v:19:y:2021:i:1:p:400-:d:714910
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    References listed on IDEAS

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    1. Karl-Heinz Erb & Thomas Kastner & Sebastiaan Luyssaert & Richard A. Houghton & Tobias Kuemmerle & Pontus Olofsson & Helmut Haberl, 2013. "Bias in the attribution of forest carbon sinks," Nature Climate Change, Nature, vol. 3(10), pages 854-856, October.
    2. Ahmed Ibrahim Ahmed & Lulu Hou & Ruirui Yan & Xiaoping Xin & Yousif Mohamed Zainelabdeen, 2020. "The Joint Effect of Grazing Intensity and Soil Factors on Aboveground Net Primary Production in Hulunber Grasslands Meadow Steppe," Agriculture, MDPI, vol. 10(7), pages 1-19, July.
    3. Rupert Seidl & Dominik Thom & Markus Kautz & Dario Martin-Benito & Mikko Peltoniemi & Giorgio Vacchiano & Jan Wild & Davide Ascoli & Michal Petr & Juha Honkaniemi & Manfred J. Lexer & Volodymyr Trotsi, 2017. "Forest disturbances under climate change," Nature Climate Change, Nature, vol. 7(6), pages 395-402, June.
    4. Maite Gartzia & Federico Fillat & Fernando Pérez-Cabello & Concepción L Alados, 2016. "Influence of Agropastoral System Components on Mountain Grassland Vulnerability Estimated by Connectivity Loss," PLOS ONE, Public Library of Science, vol. 11(5), pages 1-21, May.
    5. Panpan Chen & Huamin Liu & Zongming Wang & Dehua Mao & Cunzhu Liang & Lu Wen & Zhiyong Li & Jinghui Zhang & Dongwei Liu & Yi Zhuo & Lixin Wang, 2021. "Vegetation Dynamic Assessment by NDVI and Field Observations for Sustainability of China’s Wulagai River Basin," IJERPH, MDPI, vol. 18(5), pages 1-20, March.
    6. Nancy L. Harris & David A. Gibbs & Alessandro Baccini & Richard A. Birdsey & Sytze Bruin & Mary Farina & Lola Fatoyinbo & Matthew C. Hansen & Martin Herold & Richard A. Houghton & Peter V. Potapov & D, 2021. "Global maps of twenty-first century forest carbon fluxes," Nature Climate Change, Nature, vol. 11(3), pages 234-240, March.
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