校准和验证巴西半干旱地区不同管理干预措施下仙人掌饲料生产系统的 AquaCrop 模型

IF 3 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY
Sidney Anderson Teixeira da Costa , Luciana Sandra Bastos de Souza , Abelardo Antônio de Assunção Montenegro , Carlos André Alves de Souza , José Edson Florentino de Morais , Daniela de Carvalho Lopes , Antonio José Steidle Neto , João Pedro Alves de Souza Santos , Alexandre Maniçoba da Rosa Ferraz Jardim , Cleber Pereira Alves , Marcos Vinícius da Silva , Thieres George Freire da Silva
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引用次数: 0

摘要

模拟模型是估测植物反应的有用工具,有助于制定管理策略和预测作物产量。本研究旨在校准和评估 AquaCrop-FAO 模型,该模型适用于巴西半干旱地区不同种植系统中的仙人掌饲料。共进行了四项实验:仙人掌-高粱间作系统,五种株距(0.10、0.20、0.30、0.40 和 0.50 米);仙人掌-高粱间作系统,五种行距(1.00、1.25、1.50 和 1.75 米);单一仙人掌与四种水平的地膜覆盖(0、5、10 和 15 毫克/公顷-1);以及单一仙人掌与四种水平的氮肥(50、150、300 和 450 千克/公顷-1)。使用以下参数对模型的性能进行了评估:均方根误差(RMSE)、归一化均方根误差(NRMSE)、判定系数(R2)、纳什-萨特克利夫模型效率系数(ME)和威尔莫特一致指数(d)。在校准阶段,统计指数表明 AquaCrop 模型在大多数种植系统中估算干生物量的性能良好,10 < NRMSE <20; R2 > 0.96 和 ME > 0.95。AquaCrop 模型在模拟不同氮肥水平下的种植系统时表现最佳。在间作系统中,密集排列显示出最高的模拟生物量值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Calibration and validation of the AquaCrop model for forage cactus production systems under different management interventions in the semi-arid region of Brazil

Simulation models are useful tools for estimating plant response and contributing to the development of management strategies and yield predictions in crops. This study aimed to calibrate and evaluate the AquaCrop-FAO model for the forage cactus imposed on different cropping systems in the semi-arid region of Brazil. Four experiments were conducted: cactus-sorghum intercropping system with five spacings between plants (0.10, 0.20, 0.30, 0.40 and 0.50 m); cactus-sorghum intercropping system with five spacings between rows (1.00, 1.25, 1.50 and 1.75 m); single cactus with four levels of mulch (0, 5, 10 and 15 Mg ha−1); and single forage cactus with four levels of nitrogen fertilisation (50, 150, 300 and 450 kg of N ha−1). The performance of the model was evaluated using the following parameters: root mean squared error (RMSE); normalised RMSE (NRMSE), coefficients of determination (R2), Nash-Sutcliffe model efficiency coefficient (ME) and the Willmott index of agreement (d). During the calibration stage, the statistical indices pointed to the good performance of the AquaCrop model in estimating dry biomass in most of the cropping systems, with 10 < NRMSE <20; R2 > 0.96 and ME > 0.95. The AquaCrop model showed the best performance simulating systems under different levels of nitrogen fertilisation. Among the intercropping systems, the denser arrangements showed the highest values for simulated biomass.

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来源期刊
Physics and Chemistry of the Earth
Physics and Chemistry of the Earth 地学-地球科学综合
CiteScore
5.40
自引率
2.70%
发文量
176
审稿时长
31.6 weeks
期刊介绍: Physics and Chemistry of the Earth is an international interdisciplinary journal for the rapid publication of collections of refereed communications in separate thematic issues, either stemming from scientific meetings, or, especially compiled for the occasion. There is no restriction on the length of articles published in the journal. Physics and Chemistry of the Earth incorporates the separate Parts A, B and C which existed until the end of 2001. Please note: the Editors are unable to consider submissions that are not invited or linked to a thematic issue. Please do not submit unsolicited papers. The journal covers the following subject areas: -Solid Earth and Geodesy: (geology, geochemistry, tectonophysics, seismology, volcanology, palaeomagnetism and rock magnetism, electromagnetism and potential fields, marine and environmental geosciences as well as geodesy). -Hydrology, Oceans and Atmosphere: (hydrology and water resources research, engineering and management, oceanography and oceanic chemistry, shelf, sea, lake and river sciences, meteorology and atmospheric sciences incl. chemistry as well as climatology and glaciology). -Solar-Terrestrial and Planetary Science: (solar, heliospheric and solar-planetary sciences, geology, geophysics and atmospheric sciences of planets, satellites and small bodies as well as cosmochemistry and exobiology).
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