网格化气象数据在作物温度变化敏感性评价中的应用——以地中海盆地ceres小麦为例

IF 3 Q2 METEOROLOGY & ATMOSPHERIC SCIENCES Climate Pub Date : 2023-08-29 DOI:10.3390/cli11090180
Konstantina S. Liakopoulou, T. Mavromatis
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引用次数: 0

摘要

在观测站网络有限或不存在的地区,评估网格数据集的适用性至关重要。本研究考察了13个靠近小麦作物的地中海站点在两个空间分辨率(10公里(EOBS-0.1)和25公里(EOBS-0.25)下的Agri4Cast和E-OBS的一致性,以及这种一致性如何影响作物模拟模型(CSM) CERES-Wheat在历史和近期(2021-2040)(NF)时期模拟的潜在发展和生产。对最高和最低气温以及冲击响应面进行了广泛的敏感性试验,用于未来的预测。EOBS-0.1的差异最小。它低估了温度和降水原始数据及其相应的极端指数的统计测量,高估了太阳辐射。这些差异造成了作物发育的小延迟(平均5-6天)和参考期内粮食产量的高估(8%)。在NF中,EOBS-0.1的使用使作物发育的偏差减少了几天(2-3天),而不同站点的产量反应不同。本研究证明了EOBS-0.1在地中海盆地历史和未来气候条件下的农业应用能力,这取决于潜在的小麦发展和生产力。
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Evaluation of Gridded Meteorological Data for Crop Sensitivity Assessment to Temperature Changes: An Application with CERES-Wheat in the Mediterranean Basin
In areas with a limited or non-existent network of observing stations, it is critical to assess the applicability of gridded datasets. This study examined the agreement of Agri4Cast and E-OBS at two spatial resolutions (10 km (EOBS-0.1) and 25 km (EOBS-0.25)) in 13 Mediterranean stations nearby to wheat crops and how this agreement may influence simulated potential development and production with the crop simulation model (CSM) CERES-Wheat in historical and near-future (2021–2040) (NF) periods. A wide range of sensitivity tests for maximum and minimum air temperatures and impact response surfaces were used for the future projections. EOBS-0.1 showed the lowest discrepancies over observations. It underestimated statistical measures of temperature and precipitation raw data and their corresponding extreme indices and overestimated solar radiation. These discrepancies caused small delays (5–6 days, on average) in crop development and overestimations (8%) in grain production in the reference period. In the NF, the use of EOBS-0.1 reduced by a few (2–3) days the biases in crop development, while yield responses differed among stations. This research demonstrated the ability of EOBS-0.1 for agricultural applications that depend on potential wheat development and productivity in historical and future climate conditions expected in the Mediterranean basin.
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来源期刊
Climate
Climate Earth and Planetary Sciences-Atmospheric Science
CiteScore
5.50
自引率
5.40%
发文量
172
审稿时长
11 weeks
期刊介绍: Climate is an independent, international and multi-disciplinary open access journal focusing on climate processes of the earth, covering all scales and involving modelling and observation methods. The scope of Climate includes: Global climate Regional climate Urban climate Multiscale climate Polar climate Tropical climate Climate downscaling Climate process and sensitivity studies Climate dynamics Climate variability (Interseasonal, interannual to decadal) Feedbacks between local, regional, and global climate change Anthropogenic climate change Climate and monsoon Cloud and precipitation predictions Past, present, and projected climate change Hydroclimate.
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