未来气候条件下蒙古牧场植被的分布预测

Kohei Suzuki, Ikutaro Tsuyama, R. Tungalag, A. Narantsetseg, Tsagaanbandi Tsendeekhuu, Masato Shinoda, Norikazu Yamanaka, Takashi Kamijo
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摘要

蒙古牧民家庭通过适应当地植被分布的特点来保持牲畜的健康和状态。因此,预测未来植被的变化对于稳定放牧和牧场的可持续利用非常重要。我们根据之前研究获得的植被数据,预测了 2081-2100 年间牧场植被的分布范围,特别是荒漠草原、干草原和草甸草原群落。2012 年至 2016 年期间在蒙古(43-50°N,87-119°E)收集的牧场植被数据(278 个地块)被划分为群落类型。物种分布建模采用最大熵(MaxEnt)模型。荒漠干草原、干草原和草甸干草原群落的分布数据被用作客观变量,而生物气候数据则从 WorldClim 获取,用作解释变量。未来预测采用了 WorldClim 提供的 CMIP6 降尺度未来气候预测。沙漠草原、干草原和草甸草原模型的曲线下面积值分别为 0.850、0.847 和 0.873。预计在所有情景下,所有群落的适宜栖息地都将随着气候变化而缩小。草甸草原群落的潜在适宜区减少幅度最大。我们的研究结果表明,随着未来气候变化,草甸草原群落将向干草原群落过渡。
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Projected distributions of Mongolian rangeland vegetation under future climate conditions
Mongolian herder households maintain the health and condition of their livestock by adapting to the characteristics of the local vegetation distribution. Thus, predicting future vegetation changes is important for stable livestock grazing and sustainable rangeland use. We predicted the distributional extent of rangeland vegetation, specifically desert steppe, steppe, and meadow steppe communities, for the period 2081–2100, based on vegetation data obtained from a previous study. Rangeland vegetation data collected in Mongolia (43–50°N, 87–119°E) between 2012 and 2016 (278 plots), were classified into community types. Species distribution modeling was conducted using a maximum entropy (MaxEnt) model. Distribution data for desert steppe, steppe, and meadow steppe communities were used as objective variables, and bioclimatic data were obtained from WorldClim for use as explanatory variables. CMIP6-downscaled future climate projections provided by WorldClim were used for future prediction. The area under the curve values for the desert steppe, steppe, and meadow steppe models were 0.850, 0.847, and 0.873, respectively. Suitable habitat was projected to shrink under all scenarios and for all communities with climate change. The extent of reduction in potential suitable areas was greatest for meadow steppe communities. Our results indicate that meadow steppe communities will transition to steppe communities with future climate change.
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