欧洲和地中海地区高分辨率(每日1公里)潜在蒸散发数据集

IF 6.3 1区 地球科学 Q1 ENGINEERING, CIVIL
Senna Bouabdelli , Christian Massari , Martin Morlot , Mariapina Castelli , Giuseppe Formetta
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引用次数: 0

摘要

本研究提出了2004-2022年欧洲和地中海地区潜在蒸散发(PET)的高分辨率(每日1公里)网格数据集。PET估算是根据地面气象数据和遥感产品的组合得出的。测试了四种PET模型,从简单的方法,即基于温度的Hamon和Priestley-Taylor (PT)模型,到更先进的公式,包括无需校准的Priestley-Taylor (mPT)模型和粮农组织Penman-Monteith模型,这两种模型都明确考虑了空气动力和辐射影响。对38个FLUXNET站点的评估和基于卫星的PET产品的三重搭配分析表明,FAO和mPT在80%以上的研究领域中优于其他模型,在草原、农田、森林、灌木地和湿地中具有更高的准确性。这些模型还显示出跨气候带的一致性能,特别是在干旱草原和温带地区表现出色。在流域尺度上,每日作物系数被纳入到基于作物生长阶段的PET模型中,这些PET估计被整合到阿迪杰河流域的水文数字孪生模型中,阿迪杰河流域是意大利北部一个受人类影响严重的流域。利用粮农组织和mPT进行的模拟更好地再现了水循环的关键组成部分。与盆地内两个FLUXNET站点的地面观测结果相比,模拟的实际蒸散发(AET)显示出高相关性(0.78)和低RMSE (1.15 mm. day - 1)。这个高分辨率PET数据集为整个欧洲和地中海的水资源管理和区域尺度农业应用提供了宝贵的资源。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
High resolution (1 km-daily) potential evapotranspiration dataset over Europe and the Mediterranean region
This study presents a high-resolution (1 km-daily) gridded dataset of potential evapotranspiration (PET) for 2004–2022 across Europe and the Mediterranean. PET estimates are derived from a combination of ground-based meteorological data and remote sensing products. Four PET models are tested, ranging from simple approaches, i.e. the temperature-based Hamon and Priestley-Taylor (PT) models, to more advanced formulations, including the calibration-free Priestley-Taylor (mPT) model and the Penman-Monteith FAO model, both of which explicitly account for aerodynamic and radiative influences.
Evaluation against 38 FLUXNET sites and triple collocation analysis with satellite-based PET products demonstrates that FAO and mPT outperform other models across more than 80% of the study domain, with higher accuracy in grasslands, croplands, forests, shrublands, and wetlands. These models also exhibit consistent performance across climate zones, particularly excelling in arid steppe and temperate regions.
At the river basin scale, daily crop coefficients are incorporated to refine PET models based on crop growth phases, and these PET estimates are integrated into a hydrological digital twin model of the Adige River basin, a heavily human-influenced watershed in northern Italy. Simulations using FAO and mPT better reproduced key components of the water cycle. Modelled actual evapotranspiration (AET) exhibits a high correlation (0.78) and low RMSE (1.15 mm. day−1) compared to ground-based observations from two FLUXNET sites within the basin.
This high-resolution PET dataset represents a valuable resource for water resources management and regional-scale agricultural applications across Europe and the Mediterranean.
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来源期刊
Journal of Hydrology
Journal of Hydrology 地学-地球科学综合
CiteScore
11.00
自引率
12.50%
发文量
1309
审稿时长
7.5 months
期刊介绍: The Journal of Hydrology publishes original research papers and comprehensive reviews in all the subfields of the hydrological sciences including water based management and policy issues that impact on economics and society. These comprise, but are not limited to the physical, chemical, biogeochemical, stochastic and systems aspects of surface and groundwater hydrology, hydrometeorology and hydrogeology. Relevant topics incorporating the insights and methodologies of disciplines such as climatology, water resource systems, hydraulics, agrohydrology, geomorphology, soil science, instrumentation and remote sensing, civil and environmental engineering are included. Social science perspectives on hydrological problems such as resource and ecological economics, environmental sociology, psychology and behavioural science, management and policy analysis are also invited. Multi-and interdisciplinary analyses of hydrological problems are within scope. The science published in the Journal of Hydrology is relevant to catchment scales rather than exclusively to a local scale or site.
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