The evaluation of performance for agroecological greenhouse tomato strategies by the CRITIC-OWA model.

IF 4.7 Q2 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Frontiers in Artificial Intelligence Pub Date : 2025-06-18 eCollection Date: 2025-01-01 DOI:10.3389/frai.2025.1599334
José Manuel Brotons-Martínez, José María Cámara-Zapata
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引用次数: 0

Abstract

Introduction: Modern agriculture must begin to use production strategies that are increasingly sustainable. To help in decision-making, the present work analyzes the sustainability of greenhouse tomato production with different agroecological strategies: shading (conventional fixed mesh and mobile photovoltaic shading), grafting and deficit irrigation, based on economic, social, and environmental criteria.

Methods: For the ranking of the different strategies, the use of an extension of the CRiteria Importance Through Inter-criteria Correlation (CRITIC) is proposed, in which the correlation between the criteria is obtained through the Pearson-OWA, where the aggregation of the quadratic differences between criteria is carried out considering the attitudinal character of the decision-maker, that is, using Ordered Weighted Averaging (OWA), in addition to induced variables, with the Induced Probabilistic OWA CRITIC (IPOWA CRITIC). Three extensions are considered based on this model depending on the way the multicriteria score is calculated: i) the ranking is carried out on the relative score (S) of each alternative (IPOWA-S-CRITIC), ii) on the weighting vector (W) (IPOWA-W-CRITIC), or iii) on both (IPOWA-S-W-CRITIC).

Results: The results of the classifications conducted indicate that the use of mobile photovoltaic mesh is a sustainable production strategy, due to its effect on production and quality of the crop, CO2 fixation, and irrigation water savings.

Discussion: The use of mobile photovoltaic shades is compatible with tomato cultivation in a greenhouse if the management of the installation is performed considering the needs of the plants in most of the rankings.

基于critical - owa模型的农业生态温室番茄策略绩效评价
导言:现代农业必须开始采用越来越可持续的生产战略。为了帮助决策,本研究基于经济、社会和环境标准,分析了不同农业生态策略下温室番茄生产的可持续性:遮阳(传统的固定网和移动光伏遮阳)、嫁接和亏缺灌溉。方法:对于不同策略的排序,提出了使用标准重要性通过标准间相关性(critical)的扩展,其中通过Pearson-OWA获得标准之间的相关性,其中考虑决策者的态度特征对标准之间的二次差进行汇总,即使用有序加权平均(OWA),除了诱导变量外,与诱导概率OWA评论家(IPOWA评论家)。根据多标准评分的计算方式,基于该模型考虑了三种扩展:i)根据每个备选方案的相对得分(S) (IPOWA-S-CRITIC)进行排名,ii)根据权重向量(W) (IPOWA-W-CRITIC)进行排名,或iii)根据两者(IPOWA-S-W-CRITIC)进行排名。结果:分类结果表明,使用移动光伏网是一种可持续的生产策略,因为它对作物的产量和质量,二氧化碳固定和灌溉节水都有影响。讨论:如果考虑到大多数排名中植物的需求进行安装管理,则移动光伏遮阳帘的使用与温室番茄种植兼容。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
6.10
自引率
2.50%
发文量
272
审稿时长
13 weeks
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