25 results on '"Prieto, Juan F."'
Search Results
2. Volcanic Unrest After the 2021 Eruption of La Palma
- Author
-
Fernández, José, primary, Escayo, Joaquin, additional, Prieto, Juan F., additional, Tiampo, Kristy F., additional, Camacho, Antonio G., additional, and Ancochea, Eumenio, additional
- Published
- 2024
- Full Text
- View/download PDF
3. Shallow magmatic intrusion evolution below La Palma before and during the 2021 eruption
- Author
-
Fernández, José, Escayo, Joaquin, Camacho, Antonio G., Palano, Mimmo, Prieto, Juan F., Hu, Zhongbo, Samsonov, Sergey V., Tiampo, Kristy F., and Ancochea, Eumenio
- Published
- 2022
- Full Text
- View/download PDF
4. Detection of volcanic unrest onset in La Palma, Canary Islands, evolution and implications
- Author
-
Fernández, José, Escayo, Joaquín, Hu, Zhongbo, Camacho, Antonio G., Samsonov, Sergey V., Prieto, Juan F., Tiampo, Kristy F., Palano, Mimmo, Mallorquí, Jordi J., and Ancochea, Eumenio
- Published
- 2021
- Full Text
- View/download PDF
5. A Space–Air–Earth–Water Sensor Network Used to Determine the Impact of Overexploitation of Water Resources (Ecuador) †.
- Author
-
Morales Sánchez, Ángel, López-Cuervo, Serafín, and Prieto, Juan F.
- Subjects
RESERVOIRS ,WATER supply ,LIDAR ,DRONE aircraft ,PHOTOGRAMMETRY ,OPTICAL sensors - Abstract
This study analyzes repercussions for the morphology, talweg, riverbanks and surrounding structures of several aquatic systems transformed by multipurpose reservoirs located within the Ecuadorian territory of South America. For this purpose, several geomatics techniques were used simultaneously, minimizing the temporal error in the reservoir water level in order to measure the impact of partial or total emptying operations on these reservoirs. High precision geodetic networks were designed to synchronously use geospatial data-capturing equipment, namely UASs/drones with INS/GNSS systems, LiDAR sensors, RGB optical sensors, USVs/aquatic drones equipped with GNSS systems, and single-beam sensors. Photogrammetric, LiDAR and underwater results were contrasted with topographic techniques used in the monitoring and control of structures. Environmental changes in the surroundings, soil movements due to sedimentary and erosive effects, and possible displacements in existing structures were analyzed. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
6. Modeling the two- and three-dimensional displacement field in Lorca, Spain, subsidence and the global implications
- Author
-
Fernandez, Jose, Prieto, Juan F., Escayo, Joaquin, Camacho, Antonio G., Luzón, Francisco, Tiampo, Kristy F., Palano, Mimmo, Abajo, Tamara, Pérez, Enrique, Velasco, Jesus, Herrero, Tomas, Bru, Guadalupe, Molina, Iñigo, López, Juan, Rodríguez Velasco, Gema, Gómez, Israel, Mallorquí, Jordi J., Fernandez, Jose, Prieto, Juan F., Escayo, Joaquin, Camacho, Antonio G., Luzón, Francisco, Tiampo, Kristy F., Palano, Mimmo, Abajo, Tamara, Pérez, Enrique, Velasco, Jesus, Herrero, Tomas, Bru, Guadalupe, Molina, Iñigo, López, Juan, Rodríguez Velasco, Gema, Gómez, Israel, and Mallorquí, Jordi J.
- Abstract
Land subsidence associated with overexploitation of aquifers is a hazard that commonly affects large areas worldwide. The Lorca area, located in southeast Spain, has undergone one of the highest subsidence rates in Europe as a direct consequence of long-term aquifer exploitation. Previous studies carried out on the region assumed that the ground deformation retrieved from satellite radar interferometry corresponds only to vertical displacement. Here we report, for the first time, the two- and three-dimensional displacement field over the study area using synthetic aperture radar (SAR) data from Sentinel-1A images and Global Navigation Satellite System (GNSS) observations. By modeling this displacement, we provide new insights on the spatial and temporal evolution of the subsidence processes and on the main governing mechanisms. Additionally, we also demonstrate the importance of knowing both the vertical and horizontal components of the displacement to properly characterize similar hazards. Based on these results, we propose some general guidelines for the sustainable management and monitoring of land subsidence related to anthropogenic activities, Ministerio de Economía y Competitividad (MINECO), Fac. de Ciencias Matemáticas, TRUE, pub
- Published
- 2023
7. InSAR deformation monitoring and Defsour® deformation interpretation
- Author
-
Hu, Zhongbo, Fernandez, Jose, Camacho, Antonio G., Escayo, Joaquin, Du, Sen, Prieto, Juan F., Rodríguez, Susana, Davoise, D., Torné, Montserrat, Balaguera, A., Seivane, Helena, Schimmel, Martin, Hu, Zhongbo, Fernandez, Jose, Camacho, Antonio G., Escayo, Joaquin, Du, Sen, Prieto, Juan F., Rodríguez, Susana, Davoise, D., Torné, Montserrat, Balaguera, A., Seivane, Helena, and Schimmel, Martin
- Abstract
The natural hazards, like volcanic landslides and seismic activity, or induced by human activity (e.g. water extraction, mining,...), can have important effects in infrastructures and environment, producing great economic losses and threatening human lives. The occurrence of these phenomena are mostly related to areas that are susceptible to subsidence. Subsidence can result in permanent land loss, damage to infrastructure and buildings, and damage to the environment. Therefore, improving our understanding of the processes associated with hazards is crucial for developing systems that monitor, evaluate and predict hazards, and that aid decision makers during a crisis. Many of these hazards manifest themselves previously through deformations of the land and infrastructures. Synthetic Aperture Radar Interferometry (DInSAR) has been proved its unprecedented ability to detect millimetric displacements on the Earth surface over time scales of decades. An advanced interpretation tool Defsour, developed by the group in IGEO-CSIC, can model InSAR time series deformation data to constrain the location and geometry of the deformation sources as well as its temporal evolution. 3-D arbitrary sources for pressure and fractures/dislocations (strike-slip, dip-slip, and tensile) are adjusted. The Defsour software can automatically determine the number, nature, position, and 3D geometry of the causative source structures. In this presentation, the basic principles and case studies of the applications related to the deformation monitoring (InSAR) and deformation intepretation tool (Defsour) will be discussed and presented.
- Published
- 2023
8. Editorial for the Special Issue “GNSS, Space Weather and TEC Special Features”
- Author
-
Kos, Serdjo, primary, Fernández, José, additional, and Prieto, Juan F., additional
- Published
- 2023
- Full Text
- View/download PDF
9. Modeling the two- and three-dimensional displacement field in Lorca, Spain, subsidence and the global implications
- Author
-
Fernandez, Jose, Prieto, Juan F., Escayo, Joaquin, Camacho, Antonio G., Luzón, Francisco, Tiampo, Kristy F., Palano, Mimmo, Abajo, Tamara, Pérez, Enrique, Velasco, Jesus, Herrero, Tomas, Bru, Guadalupe, Molina, Iñigo, López, Juan, Rodríguez-Velasco, Gema, Gómez, Israel, and Mallorquí, Jordi J.
- Published
- 2018
- Full Text
- View/download PDF
10. Multisensor Data Fusion by Means of Voxelization: Application to a Construction Element of Historic Heritage
- Author
-
Raimundo, Javier, primary, Lopez-Cuervo Medina, Serafin, additional, Aguirre de Mata, Julian, additional, and Prieto, Juan F., additional
- Published
- 2022
- Full Text
- View/download PDF
11. Estimation of the Block Adjustment Error in UAV Photogrammetric Flights in Flat Areas
- Author
-
Arévalo-Verjel, Alba Nely, primary, Lerma, José Luis, additional, Prieto, Juan F., additional, Carbonell-Rivera, Juan Pedro, additional, and Fernández, José, additional
- Published
- 2022
- Full Text
- View/download PDF
12. Detection of volcanic unrest onset in La Palma, Canary Islands, evolution and implications
- Author
-
José Fernández, José, Escayo, Joaquin, Hu, Zhongbo, Camacho, A.G., Samsonov, Sergey V., Prieto, Juan F., Tiampo, Kristy F., Palano, Mimmo, Mallorquí, Jordi J., Ancochea Soto, Eumenio, José Fernández, José, Escayo, Joaquin, Hu, Zhongbo, Camacho, A.G., Samsonov, Sergey V., Prieto, Juan F., Tiampo, Kristy F., Palano, Mimmo, Mallorquí, Jordi J., and Ancochea Soto, Eumenio
- Abstract
La Palma island is one of the highest potential risks in the volcanic archipelago of the Canaries and therefore it is important to carry out an in-depth study to define its state of unrest. This has been accomplished through the use of satellite radar observations and an original state-of-the-art interpretation technique. Here we show the detection of the onset of volcanic unrest on La Palma island, most likely decades before a potential eruption. We study its current evolution seeing the spatial and temporal changing nature of activity at this potentially dangerous volcano at unprecedented spatial resolutions and long time scales, providing insights into the dynamic nature of the associated volcanic hazard. The geodetic techniques employed here allow tracking of the fluid migration induced by magma injection at depth and identifying the existence of dislocation sources below Cumbre Vieja volcano which could be associated with a future flank failure. Therefore they should continue being monitored using these and other techniques. The results have implications for the monitoring of steep-sided volcanoes at oceanic islands., Ministerio de Ciencia e Innovación (MICINN), Ministerio de Economía y Competitividad (MINECO), Consejo Superior de Investigaciones Científicas (CSIC), Depto. de Mineralogía y Petrología, Fac. de Ciencias Geológicas, TRUE, pub
- Published
- 2021
13. Upgraded GROWTH 3.0 software for structural gravity inversion and application to El Hierro (Canary Islands)
- Author
-
Camacho, A.G., Prieto, Juan F., Aparicio, Alfredo, Ancochea Soto, Eumenio, Fernández, José, Camacho, A.G., Prieto, Juan F., Aparicio, Alfredo, Ancochea Soto, Eumenio, and Fernández, José
- Abstract
GROWTH 3.0 is a software package to determine the subsurface 3D density distribution that adjust discrete gravity anomaly values determined from gravity observations. The software uses very general assumptions and quite automatically determines the 3D density structures described by the aggregation of thousands of small rectangular prisms. A previous version of the software was published in 2011. However, methodological developments and computational technical evolution made it necessary to upgrade the software to include new advances and recent improvements in the inversion methodology (automatic determination of density contrasts, background medium with downward density increase, etc.), and a change in the computer operating system (from Windows XP, which was compatible with the 2011 version, to Windows 10 Pro for the current version). Here we describe the new upgraded version of the software package (which can be downloaded free), its use and application, using the study of El Hierro (Canary Islands) as a test case from which to obtain a 3D density model of its crustal structure. We also give a brief geological and volcanological interpretation., Ministerio de Ciencia e Innovación (MICINN), Consejo Superior de Investigaciones Científicas (CSIC), Depto. de Mineralogía y Petrología, Fac. de Ciencias Geológicas, TRUE, pub
- Published
- 2021
14. Detection of volcanic unrest onset in La Palma, Canary Islands, evolution and implications
- Author
-
Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions, Universitat Politècnica de Catalunya. RSLAB - Grup de Recerca en Teledetecció, Escayo Menéndez, Joaquín, Hu, Zhongbo, Mallorquí Franquet, Jordi Joan, Fernández, José, Camacho, Antonio G, Samsonov, Sergey V., Prieto, Juan F., Tiampo, Kristy F., Palanno, Mimmo, Ancochea, Eumenio, Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions, Universitat Politècnica de Catalunya. RSLAB - Grup de Recerca en Teledetecció, Escayo Menéndez, Joaquín, Hu, Zhongbo, Mallorquí Franquet, Jordi Joan, Fernández, José, Camacho, Antonio G, Samsonov, Sergey V., Prieto, Juan F., Tiampo, Kristy F., Palanno, Mimmo, and Ancochea, Eumenio
- Abstract
La Palma island is one of the highest potential risks in the volcanic archipelago of the Canaries and therefore it is important to carry out an in-depth study to define its state of unrest. This has been accomplished through the use of satellite radar observations and an original state-of-the-art interpretation technique. Here we show the detection of the onset of volcanic unrest on La Palma island, most likely decades before a potential eruption. We study its current evolution seeing the spatial and temporal changing nature of activity at this potentially dangerous volcano at unprecedented spatial resolutions and long time scales, providing insights into the dynamic nature of the associated volcanic hazard. The geodetic techniques employed here allow tracking of the fluid migration induced by magma injection at depth and identifying the existence of dislocation sources below Cumbre Vieja volcano which could be associated with a future flank failure. Therefore they should continue being monitored using these and other techniques. The results have implications for the monitoring of steep-sided volcanoes at oceanic islands., This research was mainly funded by the Spanish Ministerio de Ciencia, Innovación y Universidades research project DEEP-MAPS, Grant Agree-ment Number RTI2018-093874-B-I00. It was also partially supported by the CSIC project 201530E019, and the project GEOSIR, Grant Agreement AYA2010-17448 from the Spanish Ministerio de Ciencia e Innovación and the MINECO research project CGL2017-86241-R. This work represents a contribution to CSIC Thematic Interdisciplinary Platform PTI TELEDETECT., Peer Reviewed, Postprint (published version)
- Published
- 2021
15. Geodetic Study of the 2006–2010 Ground Deformation in La Palma (Canary Islands): Observational Results
- Author
-
Escayo, Joaquin, Fernández, José, Prieto, Juan F., Camacho, Antonio G., Palano, Mimmo, Aparicio, Alfredo, Rodríguez Velasco, Gema, Ancochea Soto, Eumenio, Escayo, Joaquin, Fernández, José, Prieto, Juan F., Camacho, Antonio G., Palano, Mimmo, Aparicio, Alfredo, Rodríguez Velasco, Gema, and Ancochea Soto, Eumenio
- Abstract
La Palma is one of the youngest of the Canary Islands, and historically the most active. The recent activity and unrest in the archipelago, the moderate seismicity observed in 2017 and 2018 and the possibility of catastrophic landslides related to the Cumbre Vieja volcano have made it strongly advisable to ensure a realistic knowledge of the background surface deformation on the island. This will then allow any anomalous deformation related to potential volcanic unrest on the island to be detected by monitoring the surface deformation. We describe here the observation results obtained during the 2006–2010 period using geodetic techniques such as Global Navigation Satellite System (GNSS), Advanced Differential Synthetic Aperture Radar Interferometry (A-DInSAR) and microgravimetry. These results show that, although there are no significant associated variations in gravity, there is a clear surface deformation that is spatially and temporally variable. Our results are discussed from the point of view of the unrest and its implications for the definition of an operational geodetic monitoring system for the island, Ministerio de Ciencia e Innovación (MICINN), Consejo Superior de Investigaciones Científicas (CSIC), Depto. de Mineralogía y Petrología, Fac. de Ciencias Geológicas, TRUE, pub
- Published
- 2020
16. Super Resolution Infrared Thermal Imaging Using Pansharpening Algorithms: Quantitative Assessment and Application to UAV Thermal Imaging
- Author
-
Raimundo, Javier, primary, Lopez-Cuervo Medina, Serafin, additional, Prieto, Juan F., additional, and Aguirre de Mata, Julian, additional
- Published
- 2021
- Full Text
- View/download PDF
17. Geodetic Study of the 2006–2010 Ground Deformation in La Palma (Canary Islands): Observational Results
- Author
-
Escayo, Joaquín, primary, Fernández, José, additional, Prieto, Juan F., additional, Camacho, Antonio G., additional, Palano, Mimmo, additional, Aparicio, Alfredo, additional, Rodríguez-Velasco, Gema, additional, and Ancochea, Eumenio, additional
- Published
- 2020
- Full Text
- View/download PDF
18. Deep volcanic morphology below Lanzarote, Canaries, from gravity inversion: New results for Timanfaya and implications
- Author
-
Camacho, Antonio G., Prieto, Juan F., Ancochea Soto, Eumenio, José Fernández, José, Camacho, Antonio G., Prieto, Juan F., Ancochea Soto, Eumenio, and José Fernández, José
- Abstract
The deep roots of oceanic island volcanoes are poorly known and geophysical models can help to constrain processes such as magma storage and transport before and during eruptions. Lanzarote, Canary Islands, is a volcanic island in post-erosional phase where, in the 18th century, one of the most important historical eruptions, considering duration and volume, of the Canary Islands took place in the Timanfaya area. To improve the knowledge on the structure of Lanzarote and in Timanfaya area, we carry out a gravity determination of the subsurface anomalous 3D density structure, using an improved quasi-automatic inversion methodology. The obtained model presents a 3D morphology of anomalous density bodies. We describe the improvements of the inversion methodology, the adjusted model and interpretative conclusions corresponding to the structure and the long-term cumulative magmatic plumbing system of the island. Three high-density sources are described as resulting in the inference of three main volcanic complexes: a large central complex (San Bartolomé) and two smaller complexes, one in the NE and a third smaller one located in the SW close to the Timanfaya area. The outcrops of Miocene lava flows from the center of the Island can be attributed to the top of the central intrusive model. We infer the local plumbing system for Timanfaya volcano area by means of strongly tilted successive branches of magma departing from the SW intrusive body. The structural results show no evidence of any magma chamber below Timanfaya as proposed by previous works. We also present a comparison of the gravity results and geological observations, showing different cases of correlation in the Island. They go from a good match between the gravity anomaly and the position of the central volcanic structure, to no anomaly associated to the fissural Quaternary volcanic activity., MINECO, CSIC, Depto. de Mineralogía y Petrología, Fac. de Ciencias Geológicas, TRUE, pub
- Published
- 2019
19. Biologic and Mechanical Augmentation in Anterior Cruciate Ligament Reconstruction: Fibrin Clot Augmentation of 5-Strand Hamstring Autograft
- Author
-
Amini, Michael H. and Prieto, Juan F.
- Published
- 2017
- Full Text
- View/download PDF
20. Detailed multidisciplinary monitoring reveals pre- and co-eruptive signals at Nyamulagira volcano (North Kivu, Democratic Republic of Congo)
- Author
-
Natural Sciences and Engineering Research Council of Canada, National Science Foundation (US), National Geographic Society, Smets, Benoît, d’Oreye, Nicolas, Kervyn, François, Kervyn, Matthieu, Albino, Fabien, Arellano, Santiago R., Bagalwa, Montfort, Balagizi, Charles, Carn, Simon A., Darrah, Thomas H., Fernández, José, Galle, Bo, González, Pablo J., Head, Elisabet, Karume, Katcho, Kavotha, Déogratias, Lukaya, François, Mashagiro, Niche, Mavonga, Georges, Norman, Patrik, Osodundu, Etoy, Pallero, José L. G., Prieto, Juan F., Samsonov, Sergey, Syauswa, Muhindo, Tedesco, Dario, Tiampo, Kristy, Wauthier, Christelle, Yalire, Mathieu M., Natural Sciences and Engineering Research Council of Canada, National Science Foundation (US), National Geographic Society, Smets, Benoît, d’Oreye, Nicolas, Kervyn, François, Kervyn, Matthieu, Albino, Fabien, Arellano, Santiago R., Bagalwa, Montfort, Balagizi, Charles, Carn, Simon A., Darrah, Thomas H., Fernández, José, Galle, Bo, González, Pablo J., Head, Elisabet, Karume, Katcho, Kavotha, Déogratias, Lukaya, François, Mashagiro, Niche, Mavonga, Georges, Norman, Patrik, Osodundu, Etoy, Pallero, José L. G., Prieto, Juan F., Samsonov, Sergey, Syauswa, Muhindo, Tedesco, Dario, Tiampo, Kristy, Wauthier, Christelle, and Yalire, Mathieu M.
- Abstract
This paper presents a thorough description of Nyamulagira’s January 2010 volcanic eruption (North Kivu, Democratic Republic of Congo), based on a combination of field observation and ground-based and space-borne data. It is the first eruption in the Virunga Volcanic Province that has been described by a combination of several modern monitoring techniques. The 2010 eruption lasted 26 days and emitted ∼45.5 × 106 m3 of lava. Field observations divided the event into four eruptive stages delimited by major changes in effusive activity. These stages are consistent with those described by Pouclet (1976) for historical eruptions of Nyamulagira. Co-eruptive signals from ground deformation, seismicity, SO2 emission and thermal flux correlate with the eruptive stages. Unambiguous pre-eruptive ground deformation was observed 3 weeks before the lava outburst, coinciding with a small but clear increase in the short period seismicity and SO2 emission. The 3 weeks of precursors contrasts with the only precursory signal previously recognized in the Virunga Volcanic Province, the short-term increase of tremor and long period seismicity, which, for example, were only detected less than 2 h prior to the 2010 eruption. The present paper is the most detailed picture of a typical flank eruption of this volcano. It provides valuable tools for re-examining former—mostly qualitative—descriptions of historical Nyamulagira eruptions that occurred during the colonial period.
- Published
- 2014
21. Earthquake Source Investigation of the Kanallaki, March 2020 Sequence (North-Western Greece) Based on Seismic and Geodetic Data.
- Author
-
Svigkas, Nikos, Kiratzi, Anastasia, Antonioli, Andrea, Atzori, Simone, Tolomei, Cristiano, Salvi, Stefano, Polcari, Marco, Bignami, Christian, Fernández, José, Ferrándiz, José M., Prieto, Juan F., and Escayo, Joaquín
- Subjects
RADAR interferometry ,EARTHQUAKES ,LITHOSPHERE ,EARTHQUAKE aftershocks ,DEFORMATION of surfaces ,PLATE tectonics ,FAULT zones ,SURFACE fault ruptures - Abstract
The active collision of the Apulian continental lithosphere with the Eurasian plate characterizes the tectonics of the Epirus region in northwestern Greece, invoking crustal shortening. Epirus has not experienced any strong earthquakes during the instrumental era and thus there is no detailed knowledge of the way the active deformation is being expressed. In March 2020, a moderate size (Mw 5.8) earthquake sequence occurred close to the Kanallaki village in Epirus. The mainshock and major aftershock focal mechanisms are compatible with reverse faulting, on NNW-ESE trending nodal planes. We measure the coseismic surface deformation using radar interferometry and investigate the possible fault geometries based on seismic waveforms and InSAR data. Slip distribution models provide good fits to both nodal planes and cannot resolve the fault plane ambiguity. The results indicate two slip episodes for a 337° N plane dipping 37° to the east and a single slip patch for a 137° N plane dipping 43° to 55° to the west. Even though the area of the sequence is very close to the triple junction of western Greece, the Kanallaki 2020 activity itself seems to be distinct from it, in terms of the acting stresses. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
22. Underground Coal Fire Detection and Monitoring Based on Landsat-8 and Sentinel-1 Data Sets in Miquan Fire Area, XinJiang.
- Author
-
Liu, Jinglong, Wang, Yunjia, Yan, Shiyong, Zhao, Feng, Li, Yi, Dang, Libo, Liu, Xixi, Shao, Yaqin, Peng, Bin, Cudahy, Thomas, Fernández, José, Ferrándiz, José M., Prieto, Juan F., and Escayo, Joaquín
- Subjects
THERMAL coal ,SPECIFIC heat capacity ,SYNTHETIC aperture radar ,RADAR interferometry ,COAL ,FIREFIGHTING ,FIRE detectors ,INFRARED technology - Abstract
Underground coal fires have become a worldwide disaster, which brings serious environmental pollution and massive energy waste. Xinjiang is one of the regions that is seriously affected by the underground coal fires. After years of extinguishing, the underground coal fire areas in Xinjiang have not been significantly reduced yet. To extinguish underground coal fires, it is critical to identify and monitor them. Recently, remote sensing technologies have been showing great potential in coal fires' identification and monitoring. The thermal infrared technology is usually used to detect thermal anomalies in coal fire areas, and the Differential Synthetic Aperture Radar Interferometry (DInSAR) technology for the detection of coal fires related to ground subsidence. However, non-coal fire thermal anomalies caused by ground objects with low specific heat capacity, and surface subsidence caused by mining and crustal activities have seriously affected the detection accuracy of coal fire areas. To improve coal fires' detection accuracy by using remote sensing technologies, this study firstly obtains temperature, normalized difference vegetation index (NDVI), and subsidence information based on Landsat8 and Sentinel-1 data, respectively. Then, a multi-source information strength and weakness constraint method (SWCM) is proposed for coal fire identification and analysis. The results show that the proposed SWCM has the highest coal fire identification accuracy among the employed methods. Moreover, it can significantly reduce the commission and omission error caused by non-coal fire-related thermal anomalies and subsidence. Specifically, the commission error is reduced by 70.4% on average, and the omission error is reduced by 30.6%. Based on the results, the spatio-temporal change characteristics of the coal fire areas have been obtained. In addition, it is found that there is a significant negative correlation between the time-series temperature and the subsidence rate of the coal fire areas (R
2 reaches 0.82), which indicates the feasibility of using both temperature and subsidence to identify and monitor underground coal fires. [ABSTRACT FROM AUTHOR]- Published
- 2021
- Full Text
- View/download PDF
23. Landslide Deformation Prediction Based on a GNSS Time Series Analysis and Recurrent Neural Network Model.
- Author
-
Wang, Jing, Nie, Guigen, Gao, Shengjun, Wu, Shuguang, Li, Haiyang, Ren, Xiaobing, Kos, Serdjo, Fernández, José, and Prieto, Juan F.
- Subjects
TIME series analysis ,RECURRENT neural networks ,ARTIFICIAL neural networks ,LANDSLIDE hazard analysis ,LANDSLIDE prediction ,GLOBAL Positioning System - Abstract
The prediction of landslide displacement is a challenging and essential task. It is thus very important to choose a suitable displacement prediction model. This paper develops a novel Attention Mechanism with Long Short Time Memory Neural Network (AMLSTM NN) model based on Complete Ensemble Empirical Mode Decomposition with Adaptive Noise (CEEMDAN) landslide displacement prediction. The CEEMDAN method is implemented to ingest landslide Global Navigation Satellite System (GNSS) time series. The AMLSTM algorithm is then used to realize prediction work, jointly with multiple impact factors. The Baishuihe landslide is adopted to illustrate the capabilities of the model. The results show that the CEEMDAN-AMLSTM model achieves competitive accuracy and has significant potential for landslide displacement prediction. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
24. Assessment of DSMs Using Backpack-Mounted Systems and Drone Techniques to Characterise Ancient Underground Cellars in the Duero Basin (Spain).
- Author
-
López-Cuervo Medina, Serafín, Pérez-Martín, Enrique, Herrero Tejedor, Tomás R., Prieto, Juan F., Velasco, Jesús, Conejo Martín, Miguel Ángel, Ezquerra-Canalejo, Alejandra, and Aguirre de Mata, Julián
- Subjects
OPTICAL scanners ,AIRBORNE lasers ,BASEMENTS ,DIGITAL elevation models ,SCANNING systems ,WINE cellars ,LONDON Underground (London, England) - Abstract
In this study, a backpack-mounted 3D mobile scanning system and a fixed-wing drone (UAV) have been used to register terrain data on the same space. The study area is part of the ancient underground cellars in the Duero Basin. The aim of this work is to characterise the state of the roofs of these wine cellars by obtaining digital surface models (DSM) using the previously mentioned systems to detect any possible cases of collapse, using four geomatic products obtained with these systems. The results obtained from the process offer sufficient quality to generate valid DSMs in the study area or in a similar area. One limitation of the DSMs generated by backpack MMS is that the outcome depends on the distance of the points to the axis of the track and on the irregularities in the terrain. Specific parameters have been studied, such as the measuring distance from the scanning point in the laser scanner, the angle of incidence with regard to the ground, the surface vegetation, and any irregularities in the terrain. The registration speed and the high definition of the terrain offered by these systems produce a model that can be used to select the correct conservation priorities for this unique space. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
25. GNSS, Space Weather and TEC Special Features.
- Author
-
Kos, Serdjo, Fernández, José, Kos, Serdjo, and Prieto, Juan F.
- Subjects
Energy industries & utilities ,History of engineering & technology ,Technology: general issues ,CID ,COSMIC ,Continuously Operating Reference Station (CORS) ,CubeSat observation ,Differential Global Positioning System (DGPS) ,EIA ,EPN ,European Geostationary Navigation Overlay Service (EGNOS) ,Fractal Hausdorff dimension ,GNSS ,GNSS meteorology ,GNSS time series analysis ,GNSS-IR ,GPS ,GPS TEC ,GPS/GNSS ,Global Navigation Satellite Systems (GNSS) ,Global Positioning System (GPS) ,Ni-based superalloys ,PCC ,Precise Point Positioning (PPP) ,ROTI ,Saastamoinen model of zenith tropospheric delay ,Savitzky-Golay ,South Atlantic Anomaly ,TEC ,antenna ,attention mechanism ,attribute-augmented ,calibration ,daytime ,deep learning ,detrending ,diurnal evolution ,dual-frequency carrier phase combination ,dual-frequency pseudorange ,equatorial and low-latitude ionosphere ,fractal reconstruction ,gravity wave ,ground-truth data ,international space station ,ionogram ,ionosphere ,ionospheric corrections ,ionospheric irregularity ,ionospheric model ,landslide displacement prediction ,lightning ,lithosphere-atmosphere-ionosphere coupling ,mean fusion ,microstructure ,morphology ,multi-GNSS ,multi-frequency ,multipath error ,multisatellite combination ,n/a ,navigation positioning system ,nighttime ,phase delay ,polynomial ,positioning accuracy ,radiation belts ,radiation measurement ,radio occultation observation ,reliability method ,scintillation ,seasonal variation ,seismic swarm ,seismo-ionospheric coupling ,signal-to-noise ratio ,snow depth ,soil moisture content ,spatiotemporal analysis ,statistical position equilibrium ,surface meteorological data ,tomography ,total electron content ,tropospheric error ,volcanic activity ,water vapor - Abstract
Summary: In the domain of electronic navigation, satellite navigation (GNSS) is one of the most important complex modern systems. GNSS is a key aspect of infrastructure which supports the development and improvement of power grid systems, banking operations, global transportation systems, and global communication systems. Today, GNSS requires the use of several positioning networks and sensors, such as radio networks and MEMS. The Earth's atmosphere, particularly the ionosphere and troposphere, can be seen as a huge laboratory where multiple processes and phenomena directly affecting the propagation of EM waves occur. Like all complex systems, GNSS technology has also gone through certain evolutionary stages. Factors affecting the future evolution of GNSS technology include the appearance of new signals and frequencies, complementary technologies in use, etc., but in the domain of GNSS technologies, it is essential to study the impact of space weather on GNSS systems. A key part of research related to GNSS technologies is the vertical TEC distribution and anomalies related to earthquakes and volcanic eruptions on Earth. There are many challenges that need to be addressed because they affect reliability, accuracy, and all other essential parameters of GNSS systems. It addresses some of these issues by publishing manuscripts which study GNSS risk assessment, different effects of space weather disturbances on the operation of GNSS systems, environmental impacts on the operation of GNSS systems, GNSS positioning error budgets, TEC special features in volcano eruptions, and similar topics.
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.