Listar DIGISIC-Artículos, capítulos... por autor "2530a835-f9f6-4200-8688-54415680dd7b"
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A sliding window-based algorithm for faster transformation of time series into complex networks
Carmona-Cabezas, Rafael; Gómez-Gómez, Javier; Gutiérrez de Ravé Agüera, Eduardo; Jiménez-Hornero, Francisco José (AIP Publishing, 2019)A new alternative method to approximate the Visibility Graph (VG) of a time series has been introduced here. It exploits the fact that most of the nodes in the resulting network are not connected to those that are far away ... -
Analysis of Air Mean Temperature Anomalies by Using Horizontal Visibility Graphs
Gómez-Gómez, Javier; Carmona-Cabezas, Rafael; Sánchez-López, Elena; Gutiérrez de Ravé Agüera, Eduardo; Jiménez-Hornero, Francisco José (MDPI, 2021)The last decades have been successively warmer at the Earth’s surface. An increasing interest in climate variability is appearing, and many research works have investigated the main effects on different climate variables. ... -
Background PM10 atmosphere: In the seek of a multifractal characterization using complex networks
Plocoste, Thomas; Carmona-Cabezas, Rafael; Jiménez-Hornero, Francisco José; Gutiérrez de Ravé Agüera, Eduardo (Elsevier, 2021)In the literature, several epidemiological studies have already associated respiratory and cardiovascular diseases to acute exposure of mineral dust. However, frail people are also sensitive to chronic exposure to particulate ... -
Can complex networks describe the urban and rural tropospheric O3 dynamics?
Carmona-Cabezas, Rafael; Gómez-Gómez, Javier; Ariza Villaverde, Ana Belén; Gutiérrez de Ravé Agüera, Eduardo; Jiménez-Hornero, Francisco José (Elsevier, 2019)Tropospheric ozone (O3)time series have been converted into complex networks through the recent so-called Visibility Graph (VG), using the data from air quality stations located in the western part of Andalusia (Spain). ... -
Checking complex networks indicators in search of singular episodes of the photochemical smog
Carmona-Cabezas, Rafael; Gómez-Gómez, Javier; Gutiérrez de Ravé Agüera, Eduardo; Jiménez-Hornero, Francisco José (Elsevier, 2020)A set of indicators derived from the analysis of complex networks have been introduced to identify singularities on a time series. To that end, the Visibility Graphs (VG) from three different signals related to photochemical ... -
Improving graph-based detection of singular events for photochemical smog agents
Carmona-Cabezas, Rafael; Gómez-Gómez, Javier; Gutiérrez de Ravé Agüera, Eduardo; Sánchez-López, Elena; Serrano, João; Jiménez-Hornero, Francisco José (Elsevier, 2020)Recently, a set of graph-based tools have been introduced for the identification of singular events of O3, NO2 and temperature time series, as well as description of their dynamics. These are based on the use of the ... -
Joint multifractal analysis of air temperature, relative humidity and reference evapotranspiration in the middle zone of the Guadalquivir river valley
Ariza Villaverde, Ana Belén; Pavón Domínguez, Pablo; Carmona-Cabezas, Rafael; Gutiérrez de Ravé Agüera, Eduardo; Jiménez-Hornero, Francisco José (Elsevier, 2019)Previous works have analysed the relationship existing between reference evapotranspiration (ET0) and other climatic variables under a one-at-a-time perturbation condition. However, due to the physical relationships between ... -
Mapping Management Zones Based on Soil Apparent Electrical Conductivity and Remote Sensing for Implementation of Variable Rate Irrigation—Case Study of Corn under a Center Pivot
Serrano, João; Shahidian, Shakib; Marques da Silva, José; Paixão, Luís; Moral, Francisco Jesús; Carmona-Cabezas, Rafael; Garcia, Sónia; Palha, José; Noéme, João (MDPI, 2020)Climate change, especially the trend towards global warming, will significantly affect the global hydrological cycle, leading to a general reduction of the water available for agriculture. In this scenario, it is essential ... -
Multifractal characterisation of particulate matter (PM10) time series in the Caribbean basin using visibility graphs
Plocoste, Thomas; Carmona-Cabezas, Rafael; Jiménez-Hornero, Francisco José; Gutiérrez de Ravé Agüera, Eduardo; Calif, Rudy (Elsevier, 2021)A good knowledge of pollutant time series behavior is fundamental to elaborate strategies and construct tools to protect human health. In Caribbean area, air quality is frequently deteriorated by the transport of African ... -
Multifractal detrended fluctuation analysis of temperature in Spain (1960–2019)
Gómez-Gómez, Javier; Carmona-Cabezas, Rafael; Ariza Villaverde, Ana Belén; Gutiérrez de Ravé Agüera, Eduardo; Jiménez-Hornero, Francisco José (Elsevier, 2021)In the last decades, an ever-growing number of studies are focusing on the extreme weather conditions related to the climate change. Some of them are based on multifractal approaches, such as the Multifractal Detrended ... -
Multifractal fluctuations of the precipitation in Spain (1960–2019)
Gómez-Gómez, Javier; Carmona-Cabezas, Rafael; Sánchez-López, Elena; Gutiérrez de Ravé Agüera, Eduardo; Jiménez-Hornero, Francisco José (Elsevier, 2022)In this work, an analysis of multifractal parameters of daily precipitation series over the Iberian Peninsula was performed in two 30-year periods to explore whether these properties follow any pattern. Fluctuations of ... -
Multiplex Visibility Graphs as a complementary tool for describing the relation between ground level O3 and No2
Carmona-Cabezas, Rafael; Gómez-Gómez, Javier; Ariza Villaverde, Ana Belén; Gutiérrez de Ravé Agüera, Eduardo; Jiménez-Hornero, Francisco José (Elsevier, 2020)The usage of multilayer complex networks for the analysis of correlations among environmental variables (such as O3and NO2concentrations from the photochemical smog) is investigated in this work. The mentioned technique ... -
Visibility graphs of ground-level ozone time series: A multifractal analysis
Carmona-Cabezas, Rafael; Ariza Villaverde, Ana Belén; Gutiérrez de Ravé Agüera, Eduardo; Jiménez-Hornero, Francisco José (Elsevier, 2019)A recent method based on the concurrence of complex networks and multifractal analyses is applied for the first time to explore ground-level ozone behavior. Ozone time series are converted into complex networks for their ... -
Wet scavenging process of particulate matter (PM10): A multivariate complex network approach
Plocoste, Thomas; Carmona-Cabezas, Rafael; Gutiérrez de Ravé Agüera, Eduardo; Jiménez-Hornero, Francisco José (Elsevier, 2021)This paper reports the results of research on PM10 wet scavenging by rainfall using a new multilayer complex networks called Multiplex Visibility Graphs (MVG). To the best of our knowledge, this work is the first to assess ...