Spatial and temporal evolution of olive cultivation due to pest attack, using remote sensing and satellite image processing

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Edwin Martin Pino Vargas, Germán Huayna
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引用次数: 2

Abstract

Climate change, as well as the appearance of pests and diseases, are affecting olive plantations (Olea europaea L.) and the production of olives in the world, therefore, there is an urgent need for tools to help us identify the spatial and temporal evolution of the olive groves, regarding the attack of pests, in this case, the Orthezia olivicola and the olive borer Phloeotribus scarabaeoides. In this work, we use information from freely available satellite images that allowed us to carry out spatial and temporal analysis and the combination of vegetation indices. For the studied area, according to the values of the NDVI (Normalized Difference Vegetation Index), it was identified that the surface of diseased plants ranges from 42% to 68%, moderately healthy plants from 2% to 18%, and the state of the plantation considered as very healthy plants with a tendency to zero, which means that practically 100% of the olive trees are affected by some level. The temporal variation of the NDVI, DVI, SAVI, GNDVI, EVI2, and MSAVI indices, allowed us to establish the states of affectation as mild, moderate pest attack, the severity of the pest attack added to the water deficit, and very strong pest attack and state of permanent wilting.
利用遥感和卫星图像处理研究病虫害对橄榄种植的时空演变
气候变化以及病虫害的出现正在影响世界各地的橄榄种植园(Olea europaea L.)和橄榄生产,因此,迫切需要工具来帮助我们识别橄榄林的空间和时间演变,以应对害虫的袭击,在这种情况下,是Orthezia olivicola和橄榄蛀虫Phloeotribus scarabaeoides。在这项工作中,我们使用了免费获得的卫星图像中的信息,这些信息使我们能够进行空间和时间分析以及植被指数的组合。对于研究区域,根据NDVI(归一化差异植被指数)的值,可以确定患病植物的表面在42%至68%之间,中等健康植物的表面从2%至18%之间,种植园的状态被认为是非常健康的植物,并且趋于零,这意味着实际上100%的橄榄树都受到某种程度的影响。NDVI、DVI、SAVI、GNDVI、EVI2和MSAVI指数的时间变化使我们能够将假装状态确定为轻度、中度害虫攻击、害虫攻击的严重程度增加了缺水、非常强烈的害虫攻击和永久枯萎状态。
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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