基于多源数据的尼泊尔潜在蒸散和气象干旱的时空变化

Wenlei Dai , Rajan Subedi , Kailun Jin , Lu Hao
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引用次数: 2

摘要

在地形复杂的国家,量化潜在蒸散的时空动态往往受到获取地面测量气候数据的稀缺性和困难性的限制。遥感产品具有多种优势,可以在大面积和长时间序列上快速获取信息和状态。本研究使用三种广泛使用的遥感和再分析数据PET产品(CRU_PET、MODIS_PET和PML_PET),以及基于CHIRTS数据集的Hargreaves-Samani方法的PET估计,对尼泊尔各地PET的时空变化进行了比较和探索。在此基础上,利用Mann-Kendall检验和Morlet小波方法,识别了季节和年水平的时空动态以及PET和气象干旱指数AI(降水P/PET)的周期性变化。这些PET产品在尼泊尔大部分地区表现出总体的空间一致性,南部PET较高,北部PET较少。然而,四种不同产品的PET值也存在很大差异。与三种遥感和再分析数据产品相比,CHIRTS_PET在尼泊尔的表现更好。基于CHIRTS_PET的AI在西部和南部地区表现出不显著的增加(湿润)趋势,而在中部和东北部地区则表现出不明显的减少(干燥)趋势,这与降水的空间格局基本一致。在西部和南部地区,降水增加对AI的积极影响掩盖了PET增加的负面影响,从而使该地区变得潮湿。然而,在中部和东北部地区,PET的增加加剧了降水减少对干燥趋势的影响。我们的调查对尼泊尔这样一个地形复杂的国家在气候变化下的可持续水资源管理具有广泛的意义。
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Spatiotemporal variation of potential evapotranspiration and meteorological drought based on multi-source data in Nepal

Quantifying the spatiotemporal dynamic of potential evapotranspiration (PET) in topographically complex country are often limited by the scarcity and difficulty in obtaining ground-based measured climate data. Remote sensing products have multiple advantage, which allows rapid acquisition of information and status over large areas and long time series. This study compared and explored the spatiotemporal variation of PET across Nepal using three widely-used remote sensing and reanalysis data PET products (CRU_PET, MODIS_PET and PML_PET), and PET estimation using Hargreaves-Samani method based on CHIRTS datasets. On the basis of this, the spatiotemporal dynamic at seasonal and annual level and the periodical change of PET and meteorological aridity index AI (precipitation P/PET) were identified using Mann-Kendall test and Morlet Wavelet method. These PET products showed general spatial consistency over most areas in Nepal with higher PET in the south and less in the north. However, great differences were also found in PET values for four different products. Compared with the three remote sensing and reanalysis data products, CHIRTS_PET performs better in Nepal. The AI based on CHIRTS_PET showed an insignificant increasing (wetting) trend in the western and southern regions, while an insignificant decreasing (drying) trend in the central and northeastern region, which is generally consistent with the spatial pattern of precipitation. In the western and southern regions, the positive impact of increasing precipitation on AI masked the negative effect of increasing PET, and thus making this region getting humid. However, in the central and northeastern region, the increase in PET aggravates the impact of reduced precipitation on the drying trend. Our investigation have broad implications for sustainable water resources management under climate change in a topographically complex country like Nepal.

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