A Comparative Study of Two Neural Models for Cloud Screening of Iberian Peninsula Meteosat Images

机译：伊比利亚半岛Meteosat图像云筛选两种神经模型的比较研究

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In this work we make a comparative study of the results obtained in the automatic interpretation of the Iberian Peninsula Meteosat images by means of neural networks techniques, in particular, multi-layer perceptrons and self organizing maps. The interpretation of these images implies their segmentation in the classes SEA (S), LAND (L), LOW CLOUDS (C{sub}L), MIDDLE CLOUDS (C{sub}M), HIGH CLOUDS (C{sub}H), and CLOUDS WITH VERTICAL GROUTH (C{sub}V).

机译：在这项工作中，我们通过神经网络技术，特别是多层的感知和自组织地图自动解释Iberian半岛Meteosat图像的自动解释结果的比较研究。对这些图像的解释意味着它们在类海中的分割，土地（L），低云（C {Sub} L），中云（C {Sub} M），高云（C {Sub} H）和垂直格子（c {sub} v）的云。

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《International Work-Conference on Artificial and Natural Neural Networks》|2001年||共8页
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Miguel Macias Macias; F. Javier Lopez Aligue; Antonio Serrano Perez; Antonio Astilleros Vivas;
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专利

1. Operational cloud classification for the Iberian Peninsula using Meteosat Second Generation and AQUA-AIRS image fusion [J] . C. CASANOVA, A. ROMO, E. HERNANDEZ, International journal of remote sensing . 2010,第1a2期

机译：使用Meteosat第二代和AQUA-AIRS图像融合对伊比利亚半岛进行操作云分类
2. Offshore winds and wind energy production estimates derived from ASCAT, OSCAT, numerical weather prediction models and buoys - A comparative study for the Iberian Peninsula Atlantic coast [J] . Carvalho D., Rocha A., Gomez-Gesteira M., Renewable energy . 2017,第ptaB期

机译：来自ASCAT，OSCAT，数值天气预报模型和浮标的海上风能和风能产量估算-伊比利亚半岛大西洋沿岸的比较研究
3. Complex Study of Characteristics of a Cb Cloud Developing over the Arabian Peninsula under Conditions of High Dew Point Deficit in the Atmosphere. Part 2. Analysis of the Meteosat Data [J] . T. W. Krauss, A. A. Sinkevich, N. E. Veremei, Russian meteorology and hydrology . 2011,第3期

机译：大气高露点缺乏条件下阿拉伯半岛上生长的Cb云特征的复杂研究。第2部分。Meteosat数据分析
4. A Comparative Study of Two Neural Models for Cloud Screening of Iberian Peninsula Meteosat Images [C] . Miguel Macias Macias, F. Javier Lopez Aligue, Antonio Serrano Perez, International Work-Conference on Artificial and Natural Neural Networks . 2001

机译：伊比利亚半岛Meteosat图像云筛选两种神经模型的比较研究
5. Garden and plant imagery in medieval Spanish and Arabic literature of the Iberian Peninsula: Some ecocritical approaches. [D] . Casada, Krista Danielle. 2008

机译：伊比利亚半岛中世纪西班牙和阿拉伯文学中的园林植物意象：一些生态批判性方法。
6. Traditional knowledge of wild edible plants used in the northwest of the Iberian Peninsula (Spain and Portugal): a comparative study [O] . Manuel Pardo-de-Santayana, Javier Tardío, Emilio Blanco, 2007

机译：伊比利亚半岛西北部（西班牙和葡萄牙）使用的野生食用植物的传统知识：比较研究
7. : "This paper deals with the functionality of the flaked stone assemblages from several Neolithic sites of the NE of the Iberian Peninsula. The chronological framework ranges from the mid-6th to the mid-4th millennium cal. BCE, which corresponds to the Early and Middle Neolithic. This long period ranges from the arrival of the first farming communities in the Iberian Peninsula, around 5600-5500 cal. BCE, to 3600-3500 cal. BCE, two millennia later, when Neolithic communities had stably occupied most of the available territory, from the mountainous areas of the Pyrenees to the coastal areas of the Mediterranean.In this context, the NE of the Iberian Peninsula is one of the areas where a major number of use-wear analyses have been carried out, especially for what concerns the Neolithic period. This is mainly due to the interest shown by the directors of the excavations and by the Spanish use-wear specialists as well; both participated and cooperated in order to enlarge the number of contexts studied, making the NE of the Iberian Peninsula one of the areas of Europe with the largest number of ‘functional studies’. As a result, today we have a reliable picture of the type of lithic tools used by the first farming groups, how they were used, and which needs they were satisfying.The methodology employed for this type of analysis is today broadly shared by most use-wear specialists. A stereoscopic microscope is used together with a reflected-light microscope for the analysis of the archaeological specimens. Afterwards, the observed use-wear traces are compared with the traces from experimental tools. This study primarily made use of the tools preserved at the ‘Traceoteque’ of the Institución Milà y Fontanals of the CSIC of Barcelona.This paper presents the results obtained for the different types of analysed sites and the relative lithic assemblages. In this way, tools from different contexts are compared: open-air sites, caves and rock-shelters, pit-sites, burials, and mining sites. Such a diversity of contexts allowed for the exploration of the existence of recurrences and differences in the functionality of the lithic tools from one site to another. The results obtained have also provided information on some aspects related to the economic processes carried out at the different sites, caves, rock-shelters and open-air contexts. It has been possible to gain fresh data on the types of tasks carried out and their relative importance for each site, their relation with the geographical and environmental context and the natural resources available there. In addition, analysing tools recovered from burials – mainly individual inhumations – provided information on the relationships between the buried individuals and the working tools, in particular exploring the relationships between sex and age patterns and the types of tools deposited as goods.In conclusion, use-wear analysis allowed for the exploration of a variety of issues; from technical aspects related to the production and management of the lithic resources to social aspects related to the subsistence activities and the individuals that carried them out." [O] . Gibaja Bao, Juan Francisco, Mazzucco, Niccolo 2015

机译：：“本文研究了伊比利亚半岛东北部几个新石器时代遗址的片状石材组合的功能。时间框架从公元前6世纪中叶到4世纪中叶，分别对应于早期和早期。新石器时代中期，这段时间的长短是从伊比利亚半岛的第一个农业社区到来，大约在公元前5600-5500 cal，到了两千年后的3600-3500 BCE，当时新石器时代的社区稳定地占据了大部分可用土地。从比利牛斯山脉山区到地中海沿岸地区。在这种情况下，伊比利亚半岛东北部是进行过大量使用磨损分析的地区之一，尤其是在关注方面新石器时代，这主要是由于发掘负责人和西班牙使用服装专家表现出的浓厚兴趣；他们参与和合作以扩大孔蒂的数量xts进行了研究，使伊比利亚半岛的NE成为“功能研究”数量最多的欧洲地区之一。结果，今天我们可以可靠地了解第一批耕作小组使用的石器工具的类型，使用方法以及它们满足的需求。今天，大多数使用方法广泛共享用于这种类型的分析的方法穿专家。立体显微镜与反射光显微镜一起用于分析考古样本。然后，将观察到的使用磨损痕迹与实验工具的痕迹进行比较。这项研究主要利用了巴塞罗那CSIC的米拉·丰塔纳尔研究所的“ Traceoteque”中保存的工具。本文介绍了针对不同类型的分析地点和相对石器组合所获得的结果。通过这种方式，可以比较来自不同环境的工具：露天场所，洞穴和岩石避难所，露天场所，埋葬场所和采矿场所。如此多样的上下文允许探索重复性的存在以及从一个站点到另一个站点的石器工具的功能差异。所获得的结果还提供了与在不同地点，洞穴，避难所和露天环境中进行的经济过程有关的某些方面的信息。可以获得有关所执行任务的类型及其对每个站点的相对重要性，它们与地理和环境环境以及那里可用自然资源的关系的新数据。此外，对从墓葬中回收的工具（主要是个人遗体）进行分析，可提供有关被掩埋的个体与工作工具之间关系的信息，尤其是探索性别与年龄模式之间的关系以及作为商品存放的工具的类型。磨损分析允许探索各种问题；从与石器资源的生产和管理有关的技术方面到与自给活动及其实施者有关的社会方面。”

A Comparative Study of Two Neural Models for Cloud Screening of Iberian Peninsula Meteosat Images

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