天山中段近地表气温的遥感反演及时空分布特征Remote sensing inversion and spatio-temporal distribution of near-surface air temperature in the middle Tianshan Mountains
海日古丽·纳麦提,玉素甫江·如素力,玛地尼亚提·地里夏提,肉克亚木·艾克木
摘要(Abstract):
为天山中段近地表气温研究提供可靠、空间分辨率较高的数据源,该文以气象站气温数据、再分析气温数据以及遥感数据为主要数据源,采用多元回归模型反演了近地表气温并进行精度验证。在此基础上,揭示天山中段近地表气温时空分布特征及其变化趋势。结果表明:①反演精度与实测值相近,且精度较好。②天山中段近地表气温呈四周高,中部低,平原区高,丘陵、山区低的空间分布格局;年际变化呈先升高后降低,年内呈周期性单峰变化的趋势。③2001—2016年天山中段近地表气温以不显著增加为主,占显著降低的区域甚少。研究结果证明用多元回归模型可以提高近地表气温的遥感反演精度,为今后近地表气温研究提供空间分辨率较高的数据及其获取方法。
关键词(KeyWords): 近地表气温;天山中段;多元回归模型;时空变化
基金项目(Foundation): NFSC-新疆联合基金项目(U1703341)
作者(Author): 海日古丽·纳麦提,玉素甫江·如素力,玛地尼亚提·地里夏提,肉克亚木·艾克木
DOI: 10.16251/j.cnki.1009-2307.2020.04.014
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