18 results on '"Seguiment biològic"'
Search Results
2. Evaluating the biological impact of an artificial reef using deep learning techniques
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Baños Castelló, Pol, Prat Bayarri, Oriol, Martínez Padró, Enoc, Río Fernández, Joaquín del, Baños Castelló, Pol, Prat Bayarri, Oriol, Martínez Padró, Enoc, and Río Fernández, Joaquín del
- Abstract
This study focuses on assessing the impact of an artificial reef at the OBSEA underwater observatory near Barcelona. Using artificial intelligence (AI), specifically YOLOv8, the aim is to automatically detect species in the camera images of the SLAGREEF project. The previous manual process took a year to analyze 30,000 photos, while with AI it is possible to analyze 50,000 photos in 3 hours, improving efficiency significantly., Peer Reviewed
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- 2024
3. Strengths and challenges of using iNaturalist in plant research with focus on data quality
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Consorci del Museu de Ciències Naturals de Barcelona, López-Guillén, Eduard, Ibáñez Cortina, Neus, Nualart, Neus, López-Pujol, Jordi, Consorci del Museu de Ciències Naturals de Barcelona, López-Guillén, Eduard, Ibáñez Cortina, Neus, Nualart, Neus, and López-Pujol, Jordi
- Abstract
iNaturalist defines itself as an “online social network of people sharing biodiversity information to help each other learn about nature” and it is likely one of the largest citizen science web portals in the world, as every year millions of observations across thousands of species are gathered and collectively compiled by an engaged community of nearly 3 million users (November 2023). The strengths and potentialities that explain the success of the platform are reviewed and include, among others, its usability and low technical requirements, immediacy, open-access, the possibility of interacting with other users, artificial-intelligence-aided identification, versatility and automatic incorporation of the validated records to GBIF. iNaturalist has, however, features that scientists need to carefully consider when using it for their research, making sure that the quality of observations does not limit or hinder its usefulness in plant research. While these are identified (e.g., the lack of representative photographs for many observations or the relatively frequent identification errors), we provide some suggestions to overcome them and, by doing so, improve the use and add value to iNaturalist for plant research., iNaturalist defines itself as an “online social network of people sharing biodiversity information to help each other learn about nature” and it is likely one of the largest citizen science web portals in the world, as every year millions of observations across thousands of species are gathered and collectively compiled by an engaged community of nearly 3 million users (November 2023). The strengths and potentialities that explain the success of the platform are reviewed and include, among others, its usability and low technical requirements, immediacy, open-access, the possibility of interacting with other users, artificial-intelligence-aided identification, versatility and automatic incorporation of the validated records to GBIF. iNaturalist has, however, features that scientists need to carefully consider when using it for their research, making sure that the quality of observations does not limit or hinder its usefulness in plant research. While these are identified (e.g., the lack of representative photographs for many observations or the relatively frequent identification errors), we provide some suggestions to overcome them and, by doing so, improve the use and add value to iNaturalist for plant research., iNaturalist defines itself as an “online social network of people sharing biodiversity information to help each other learn about nature” and it is likely one of the largest citizen science web portals in the world, as every year millions of observations across thousands of species are gathered and collectively compiled by an engaged community of nearly 3 million users (November 2023). The strengths and potentialities that explain the success of the platform are reviewed and include, among others, its usability and low technical requirements, immediacy, open-access, the possibility of interacting with other users, artificial-intelligence-aided identification, versatility and automatic incorporation of the validated records to GBIF. iNaturalist has, however, features that scientists need to carefully consider when using it for their research, making sure that the quality of observations does not limit or hinder its usefulness in plant research. While these are identified (e.g., the lack of representative photographs for many observations or the relatively frequent identification errors), we provide some suggestions to overcome them and, by doing so, improve the use and add value to iNaturalist for plant research.
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- 2024
4. Fish community monitoring with cabled seafloor platforms
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Francescangeli, Marco and Francescangeli, Marco
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- 2023
5. A new coastal crawler prototype to expand the ecological monitoring radius of OBSEA cabled observatory
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Universitat Politècnica de Catalunya. Doctorat en Ciències del Mar, Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica, Universitat Politècnica de Catalunya. SARTI-MAR - Sistemes d'Adquisició Remota de dades i Tractament de la Informació en el Medi Marí, Falahzadehabarghouee, Ahmad, Toma, Daniel, Francescangeli, Marco, Chatzievangelou, Damianos, Nogueras Cervera, Marc, Martínez Padró, Enoc, Carandell Widmer, Matias, Tangerlini, Michael, Thomsen, Laurenz, Picardi, Giacomo, Le Bris, Marie, Aguzzi, Jacopo, Río Fernández, Joaquín del, Universitat Politècnica de Catalunya. Doctorat en Ciències del Mar, Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica, Universitat Politècnica de Catalunya. SARTI-MAR - Sistemes d'Adquisició Remota de dades i Tractament de la Informació en el Medi Marí, Falahzadehabarghouee, Ahmad, Toma, Daniel, Francescangeli, Marco, Chatzievangelou, Damianos, Nogueras Cervera, Marc, Martínez Padró, Enoc, Carandell Widmer, Matias, Tangerlini, Michael, Thomsen, Laurenz, Picardi, Giacomo, Le Bris, Marie, Aguzzi, Jacopo, and Río Fernández, Joaquín del
- Abstract
The use of marine cabled video observatories with multiparametric environmental data collection capability is becoming relevant for ecological monitoring strategies. Their ecosystem surveying can be enforced in real time, remotely, and continuously, over consecutive days, seasons, and even years. Unfortunately, as most observatories perform such monitoring with fixed cameras, the ecological value of their data is limited to a narrow field of view, possibly not representative of the local habitat heterogeneity. Docked mobile robotic platforms could be used to extend data collection to larger, and hence more ecologically representative areas. Among the various state-of-the-art underwater robotic platforms available, benthic crawlers are excellent candidates to perform ecological monitoring tasks in combination with cabled observatories. Although they are normally used in the deep sea, their high positioning stability, low acoustic signature, and low energetic consumption, especially during stationary phases, make them suitable for coastal operations. In this paper, we present the integration of a benthic crawler into a coastal cabled observatory (OBSEA) to extend its monitoring radius and collect more ecologically representative data. The extension of the monitoring radius was obtained by remotely operating the crawler to enforce back-and-forth drives along specific transects while recording videos with the onboard cameras. The ecological relevance of the monitoring-radius extension was demonstrated by performing a visual census of the species observed with the crawler’s cameras in comparison to the observatory’s fixed cameras, revealing non-negligible differences. Additionally, the videos recorded from the crawler’s cameras during the transects were used to demonstrate an automated photo-mosaic of the seabed for the first time on this class of vehicles. In the present work, the crawler travelled in an area of 40 m away from the OBSEA, producing an extension of the mo, This research was partially funded by JERICO-S3 project (Joint European Research Infrastructure of Coastal Observatories: Science, Service, Sustainability, Call: H2020-INFRAIA-2019-1, Project ID: 871153) and BITER project (grant agreement PID2020-114732RB-C32, financially supported by the Ministerio de Ciencia e Innovación). A.F. was funded by the pre-doctoral fellowship from AGAUR ref. BDNS 474817., Peer Reviewed, Postprint (published version)
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- 2023
6. Trade-offs between reducing complex terminology and producing accurate interpretations from environmental DNA: Comment on 'Environmental DNA: What’s behind the term?' by Pawlowski et al. (2020)
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Luca Mirimin, Fabian Roger, Olivier Morissette, Quentin Mauvisseau, Kathryn A. Stewart, Michael T. Monaghan, Kristy Deiner, Pritam Banerjee, Sarah J. Helyar, Shivakumara Manu, Luke Holman, Colin W. Bean, Hugo J. de Boer, Marie Eve Monchamp, Owen S. Wangensteen, Matthieu Leray, Hideyuki Doi, Anaïs Lacoursière-Roussel, S. Elizabeth Alter, Caterina M. Antognazza, Matthew A. Barnes, Naiara Rodríguez-Ezpeleta, Reindert Nijland, Cathryn L. Abbott, Kingsly C. Beng, Pascal I. Hablützel, and Evolutionary and Population Biology (IBED, FNWI)
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0106 biological sciences ,0301 basic medicine ,ADN ,Biology ,010603 evolutionary biology ,01 natural sciences ,Terminology ,clear terminology ,03 medical and health sciences ,organismal DNA ,0302 clinical medicine ,Marine Animal Ecology ,Genetics ,ecology of eDNA ,DNA Barcoding, Taxonomic ,Environmental DNA ,Biological sciences ,Ecology, Evolution, Behavior and Systematics ,extra-organismal DNA ,030304 developmental biology ,0303 health sciences ,business.industry ,Environmental resource management ,Trade offs ,Sampling (statistics) ,Mariene Dierecologie ,Biodiversity ,500 Naturwissenschaften und Mathematik::570 Biowissenschaften ,Biologie::570 Biowissenschaften ,Biologie ,DNA ,DNA, Environmental ,Term (time) ,Epistemology ,Biological monitoring ,Geography ,030104 developmental biology ,030220 oncology & carcinogenesis ,Seguiment biològic ,WIAS ,business - Abstract
In a recent paper, "Environmental DNA: What's behind the term? Clarifying the terminology and recommendations for its future use in biomonitoring," Pawlowski et al. argue that the term eDNA should be used to refer to the pool of DNA isolated from environmental samples, as opposed to only extra-organismal DNA from macro-organisms. We agree with this view. However, we are concerned that their proposed two-level terminology specifying sampling environment and targeted taxa is overly simplistic and might hinder rather than improve clear communication about environmental DNA and its use in biomonitoring. This terminology is based on categories that are often difficult to assign and uninformative, and it overlooks a fundamental distinction within eDNA: the type of DNA (organismal or extra-organismal) from which ecological interpretations are derived., Molecular Ecology, 30 (19), ISSN:0962-1083, ISSN:1365-294X
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- 2021
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7. Advancing fishery-independent stock assessments for the Norway lobster (Nephrops norvegicus) with new monitoring technologies
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Jacopo Aguzzi, Damianos Chatzievangelou, Nathan J. Robinson, Nixon Bahamon, Alan Berry, Marc Carreras, Joan Batista Company, Corrado Costa, Joaquin del Rio Fernandez, Ahmad Falahzadeh, Spyros Fifas, Sascha Flögel, Jordi Grinyó, Jonas Pall Jónasson, Patrik Jonsson, Colm Lordan, Mathieu Lundy, Simone Marini, Michela Martinelli, Ivan Masmitja, Luca Mirimin, Atif Naseer, Joan Navarro, Narcis Palomeras, Giacomo Picardi, Cristina Silva, Sergio Stefanni, Maria Vigo, Yolanda Vila, Adrian Weetman, Jennifer Doyle, Agencia Estatal de Investigación (España), Ministerio de Ciencia, Innovación y Universidades (España), European Commission, Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica, Universitat Politècnica de Catalunya. Doctorat en Ciències del Mar, and Universitat Politècnica de Catalunya. SARTI-MAR - Sistemes d'Adquisició Remota de dades i Tractament de la Informació en el Medi Marí
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Biomimicking platforms ,Global and Planetary Change ,Norway lobster ,Optoacoustic imaging ,Autonomous networks ,Ocean Engineering ,Enginyeria de la telecomunicació::Processament del senyal::Processament de la imatge i del senyal vídeo [Àrees temàtiques de la UPC] ,Aquatic Science ,Oceanography ,Stocks monitoring ,Nephrops norvegicus ,Biological monitoring ,Escamarlà ,UWTV ,Geo-sonars ,Nephrops norvegicus [Norway lobster] ,Fish and Aquacultural Science ,Seguiment biològic ,Enginyeria agroalimentària::Ciències de la terra i de la vida::Zoologia [Àrees temàtiques de la UPC] ,Enginyeria electrònica::Instrumentació i mesura [Àrees temàtiques de la UPC] ,eDNA ,Water Science and Technology - Abstract
18 pages, 8 figures, supplementary material https://www.frontiersin.org/articles/10.3389/fmars.2022.969071/full#supplementary-material, The Norway lobster, Nephrops norvegicus, supports a key European fishery. Stock assessments for this species are mostly based on trawling and UnderWater TeleVision (UWTV) surveys. However, N. norvegicus are burrowing organisms and these survey methods are unable to sample or observe individuals in their burrows. To account for this, UWTV surveys generally assume that “1 burrow system = 1 animal”, due to the territorial behavior of N. norvegicus. Nevertheless, this assumption still requires in-situ validation. Here, we outline how to improve the accuracy of current stock assessments for N. norvegicus with novel ecological monitoring technologies, including: robotic fixed and mobile camera-platforms, telemetry, environmental DNA (eDNA), and Artificial Intelligence (AI). First, we outline the present status and threat for overexploitation in N. norvegicus stocks. Then, we discuss how the burrowing behavior of N. norvegicus biases current stock assessment methods. We propose that state-of-the-art stationary and mobile robotic platforms endowed with innovative sensors and complemented with AI tools could be used to count both animals and burrows systems in-situ, as well as to provide key insights into burrowing behavior. Next, we illustrate how multiparametric monitoring can be incorporated into assessments of physiology and burrowing behavior. Finally, we develop a flowchart for the appropriate treatment of multiparametric biological and environmental data required to improve current stock assessment methods, The present research was carried out within the framework of the activities of the Spanish Government through the “Severo Ochoa Centre Excellence” accreditation to ICM-CSIC (CEX2019-000928-S) and the Research Unit Tecnoterra (ICM-CSIC/UPC). Other projects that supported the work were those of the Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020 of the Spanish government: BITER-LANDER (PID2020-114732RB-C32); BITER-ECO (PID2020-114732RB-C31); BITER-AUV (PID2020-114732RB-C33); PLOME (PLEC2021-007525/AEI/10.13039/501100011033). Moreover, part of the conceptual development, falls within the framework of EU LIFE Project ECOREST (LIFE20 NAT/ES/001270), which also funded DC. SaF acknowledges the HGF-project (Helmholtz-Future Topic Project) ARCHES (Autonomous Robotic Networks to Help Modern Societies) and HGF POF IV funding for conducting this research. NR was funded by the Spanish Government (Agencia Española de Investigación; AEI) through the ‘Severo Ochoa Centre of Excellence’ accreditation (CEX2019-000928-S)
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- 2022
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8. Advancing fishery-independent stock assessments for the Norway lobster (Nephrops norvegicus) with new monitoring technologies
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Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica, Universitat Politècnica de Catalunya. Doctorat en Ciències del Mar, Universitat Politècnica de Catalunya. SARTI-MAR - Sistemes d'Adquisició Remota de dades i Tractament de la Informació en el Medi Marí, Aguzzi, Jacopo, Chatzievangelou, Damianos, Bahamón Rivera, Nixon, Berry, Alan, Carreras, Marc, Company Claret, Joan Baptista, Costa, Corrado, Río Fernández, Joaquín del, Falahzadehabarghouee, Ahmad, Fifas, Spyros, Flögel, Sasha, Grinyó Andreu, Jordi, Jónasson, Jónas, Jonsson, Patrick, Lordan, Colm, Lundy, M., Marini, Simone, Martinelli, Michela, Masmitjà Rusiñol, Ivan, Mirimin, Luca, Naseer, Atif, Navarro, Joan, Palomeras, Narcís, Picardi, Giacomo, Stefanni, Sergio, Vigo Fernandez, Maria, Vila Gordillo, Yolanda, Weetman, Adrian, Doyle, Jennifer, Universitat Politècnica de Catalunya. Departament d'Enginyeria Electrònica, Universitat Politècnica de Catalunya. Doctorat en Ciències del Mar, Universitat Politècnica de Catalunya. SARTI-MAR - Sistemes d'Adquisició Remota de dades i Tractament de la Informació en el Medi Marí, Aguzzi, Jacopo, Chatzievangelou, Damianos, Bahamón Rivera, Nixon, Berry, Alan, Carreras, Marc, Company Claret, Joan Baptista, Costa, Corrado, Río Fernández, Joaquín del, Falahzadehabarghouee, Ahmad, Fifas, Spyros, Flögel, Sasha, Grinyó Andreu, Jordi, Jónasson, Jónas, Jonsson, Patrick, Lordan, Colm, Lundy, M., Marini, Simone, Martinelli, Michela, Masmitjà Rusiñol, Ivan, Mirimin, Luca, Naseer, Atif, Navarro, Joan, Palomeras, Narcís, Picardi, Giacomo, Stefanni, Sergio, Vigo Fernandez, Maria, Vila Gordillo, Yolanda, Weetman, Adrian, and Doyle, Jennifer
- Abstract
The Norway lobster, Nephrops norvegicus, supports a key European fishery. Stock assessments for this species are mostly based on trawling and UnderWater TeleVision (UWTV) surveys. However, N. norvegicus are burrowing organisms and these survey methods are unable to sample or observe individuals in their burrows. To account for this, UWTV surveys generally assume that “1 burrow system = 1 animal”, due to the territorial behavior of N. norvegicus. Nevertheless, this assumption still requires in-situ validation. Here, we outline how to improve the accuracy of current stock assessments for N. norvegicus with novel ecological monitoring technologies, including: robotic fixed and mobile camera-platforms, telemetry, environmental DNA (eDNA), and Artificial Intelligence (AI). First, we outline the present status and threat for overexploitation in N. norvegicus stocks. Then, we discuss how the burrowing behavior of N. norvegicus biases current stock assessment methods. We propose that state-of-the-art stationary and mobile robotic platforms endowed with innovative sensors and complemented with AI tools could be used to count both animals and burrows systems in-situ, as well as to provide key insights into burrowing behavior. Next, we illustrate how multiparametric monitoring can be incorporated into assessments of physiology and burrowing behavior. Finally, we develop a flowchart for the appropriate treatment of multiparametric biological and environmental data required to improve current stock assessment methods., Peer Reviewed, Article signat per 31 autors/es: Jacopo Aguzzi, Damianos Chatzievangelou, Nathan J. Robinson, Nixon Bahamon, Alan Berry, Marc Carreras, Joan Batista Company, Corrado Costa, Joaquin del Rio Fernandez, Ahmad Falahzadeh, Spyros Fifas, Sascha Flögel, Jordi Grinyó, Jonás Pall Jonasson, Patrik Jonsson, Colm Lordan, Mathieu Lundy, Simone Marini, Michela Martinelli, Ivan Masmitja, Luca Mirimin, Atif Naseer, Joan Navarro, Narcís Palomeras, Giacomo Picardi, Cristina Silva, Sergio Stefanni , Maria Vigo, Yolanda Vila, Adrian Weetman i Jennifer Doyle., Postprint (published version)
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- 2022
9. Drying niches of aquatic macroinvertebrates identify potential biomonitoring indicators in intermittent and ephemeral streams
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Rebeca Arias-Real, Cayetano Gutiérrez-Cánovas, Margarita Menéndez, and Isabel Muñoz
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Biological monitoring ,Ecology ,Nínxol ecològic ,Seguiment biològic ,General Decision Sciences ,Niche (Ecology) ,Invertebrats ,Invertebrates ,Ecology, Evolution, Behavior and Systematics - Abstract
Intermittent rivers and ephemeral streams (IRES) compose the majority of draining networks on Earth, supporting a unique fraction of biodiversity. Despite their high ecological value, IRES are increasingly threatened by global change and require appropriate biomonitoring and restoration tools. However, indices and indicators used in routine biomonitoring programs are often confounded by drying effects. This occurs because most pollutionsensitive taxa are lost over drying gradients, limiting the utility of current biomonitoring tools in IRES. To address this challenge, there is a need to evaluate which taxa should be used to calculate biomonitoring metrics and indicators over the different portions of the drying gradient. Here, using high-resolution drying data from 33 unpolluted streams, we explored the drying preferences of macroinvertebrates to identify their potential as biomonitoring indicators in IRES. To do this, we characterized macroinvertebrate drying niches and identified those with drying resistance and sensitivity preferences. Next, we evaluated the capacity of functional traits to predict drying specialization and affinity. Finally, to identify potential biomonitoring metrics and indicators for IRES, we evaluated how drying influenced the density, relative abundance and richness of taxa in drying sensitive and drying-resistant niches. Our results identified three macroinvertebrate groups with drying resistant niches (partly tolerant, generalist and specialist taxa) and one group of drying-sensitive taxa. We also found that functional traits had a limited capacity to represent differences in drying niches, with shredding trophic preferences and body size showing the strongest correlations. In addition, we observed that the density, relative abundance and richness of drying-resistant taxa were less influenced by drying intensity than those of drying-sensitive taxa. Finally, we found that some pollution-sensitive taxa with partial (e.g., Lepidostoma), moderate (e.g., Corduliidae) or high drying tolerance (e.g., Nemoura) can serve as potential indicators in IRES. Taken together, our results demonstrate that characterizing drying niches can be a useful strategy for developing biomonitoring tools in IRES and for highlighting the limitations of taxonomic and trait-based approaches.
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- 2022
10. A decade of time series as produced by multiparametric ecological monitoring at the OBSEA
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Francescangeli, Marco, Falahzadeh, Ahmad, Fornós Bautista, Andreu, Nogueras Cervera, Marc, Chatzievangelou, Damianos, Río Fernández, Joaquín del, Marini, Simone, Aguzzi, Jacopo, Francescangeli, Marco, Falahzadeh, Ahmad, Fornós Bautista, Andreu, Nogueras Cervera, Marc, Chatzievangelou, Damianos, Río Fernández, Joaquín del, Marini, Simone, and Aguzzi, Jacopo
- Abstract
All biological processes, from molecular to physiology and behavioural, are essential for organisms to regulate their survival in response to the environment (e.g., irradiance and temperature) and to intra- or inter- specifc interactions (e.g. predation and competition). In the marine environment, there is a strong correlation between biological rhythms and light cycles, which varies upon the depth, with the relevance of other factors, such as current speed, still far from fully understood. Rhythmic behavioural regulation results in the massive displacement of organisms at diferent depths over diel and seasonal scales, and this may result even in bathymetric or geographic distribution shifts over the years, as a result of coping with climate change conditioning. Even if the timing of biological processes is essential for all organisms, those processes are seldom studied in the marine environments, compared to the terrestrial ones. Today, the collection of data from cabled seafoor video-observatories equipped with mobile video-platforms (e.g. crawlers) is becoming feasible. Cabled observatories enable researchers to collect environmental and biological data in a concomitant fashion, and when monitoring networks of platforms are deployed, more spatially representative long-term studies on the biases that behavioural rhythms (i.e. massive population displacements) exert on population size and biodiversity assessments are accessible. In this framework, a local coastal network of fxed and mobile video-monitoring platforms was created at the OBSEA (www.obsea.es), located at 4 km of of Vilanova i la Geltrú (Barcelona, Spain), at a depth of 20 m. The OBSEA is a cabled observatory bearing two fxed cameras (i.e. the platform one includes camera 1 and a second camera, camera 2, as a movable tripod), focusing two diferent artifcial reefs. The concomitant time-lapse imaging by diferent cameras and environmental multiparametric data acquisition would allow the analysis of diferen, Peer Reviewed
- Published
- 2021
11. Spatial ecology and migration of Calonectris shearwaters: new insights from Spanish populations revealed by biologging
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Reyes González, José Manuel de los, González-Solís, Jacob, and Universitat de Barcelona. Departament de Biologia Evolutiva, Ecologia i Ciències Ambientals
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Vigilancia biológica ,Ecología espacial ,Sistema de Posicionamiento Global ,Sea birds ,Ecologia espacial ,Ciències Experimentals i Matemàtiques ,Biological monitoring ,Sistema de posicionament global ,Ocells marins ,Global Positioning System ,Seguiment biològic ,Spatial ecology ,Aves marinas - Abstract
[eng] The revolution in biologging and satellite telemetry technologies in the last two decades has led to a new era in seabird research. This thesis brings new insights into the spatial ecology and migration of the Cory’s and the Scopoli’s shearwaters (Calonectris borealis and C. diomedea, respectively), offering a comprehensive overview of these topics for the Spanish populations of these model species. In particular, the thesis provides new knowledge about the movement patterns, at-sea behaviour and the marine environment they inhabit year-round, through the use of GPS loggers and light-level geolocators. Along the chapters of the thesis, I illustrate the potential and applications of biologging in seabird research and conservation. To do so, I address different questions aimed to evaluate the role of environmental features, fisheries, and breeding constraints in the foraging strategies and at-sea behaviour of tracked birds. We found that females of Scopoli’s shearwater generally attended fisheries less than males, and both sexes associated less to fishing boats during unfavourable conditions. Sea surface temperature likely plays a role in individual decision-making: we found that birds may use this environmental feature to decide foraging trip destination. Moreover, we found variability in foraging trips at inter-annual scale, likely due to environmental fluctuations, but also at intra-annual scale, likely due to the different breeding constraints over the breeding period. We explored seabird behaviour from novel ways, deriving simple metrics that may enhance the use of seabirds as sentinel species. Last, we unveiled the role of individual differences in trophic ecology, and discussed the implications of such differences in the use of seabirds to monitor long term fluctuations in a complex upwelling ecosystem. This thesis compiles and summarises the previous knowledge of the Spanish populations of Cory’s and Scopoli’s shearwaters, and extends it with novel insights. Moreover, in a transversal way, I discuss the role of seabirds as indicator species, particularly considering the use of biologging to enhance their suitability as ocean sentinels within the framework of ecosystem-based management., [spa] La reciente revolución en tecnologías de seguimiento remoto y biologging en las dos últimas décadas ha desembocado en una nueva era en la investigación con aves marinas. Esta tesis contribuye a un mejor conocimiento sobre de la ecología espacial y los patrones migratorios de la pardela cenicienta atlántica (Calonectris borealis) y de la pardela cenicienta mediterránea (C. diomedea), enfocándose en las poblaciones españolas de ambas especies. La tesis recopila y resume el conocimiento previo sobre ambas especies, y aporta nueva información relevante para su conservación. A lo largo de los diferentes capítulos, se ilustra el potencial uso y las aplicaciones de las técnicas de biologging en la investigación y conservación de las aves marinas, en particular el empleo de registradores GPS y de geolocalizadores por niveles de luz. Se abordan diferentes temas de interés, desgranando el papel que juegan la variabilidad ambiental, las pesquerías, o las restricciones asociadas al periodo reproductor, en los patrones de comportamiento y movimientos inferidos con los datos recogidos. En conjunto, la tesis aporta nueva información sobre los movimientos en el mar, el comportamiento y el uso del hábitat marino a lo largo del año. Finalmente, a lo largo del trabajo y de forma transversal, se resalta la utilidad de las aves marinas como especies centinela, particularmente teniendo en cuenta que la aplicación de técnicas de seguimiento remoto y de biologging amplían el potencial de estas especies como indicadoras en el marco del manejo del medio marino basado en un enfoque ecosistémico.
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- 2021
12. Using Smartphones and Wearable Devices to Monitor Behavioral Changes During COVID-19
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Mathias Buron, Shaoxiong Sun, Amos Folarin, Femke Lamers, Aki Rintala, Callum Stewart, Brenda W.J.H. Penninx, Ana Zabalza, Gloria Dalla Costa, Sara Simblett, Inez Myin-Germeys, Matthew Hotopf, Sara Siddi, Nicholas Cummins, Yatharth Ranjan, Zulqarnain Rashid, Pauline Conde, Josep Maria Haro, Per Soelberg Sørensen, Ana Pérez, Letizia Leocani, Giancarlo Comi, Vaibhav A. Narayan, Til Wykes, Faith Matcham, Richard Dobson, Psychiatry, Amsterdam Neuroscience - Mood, Anxiety, Psychosis, Stress & Sleep, APH - Mental Health, APH - Digital Health, Sun, S., Folarin, A. A., Ranjan, Y., Rashid, Z., Conde, P., Stewart, C., Cummins, N., Matcham, F., Costa, G. D., Simblett, S., Leocani, L., Lamers, F., Sorensen, P. S., Buron, M., Zabalza, A., Perez, A. I. G., Penninx, B. W. J. H., Siddi, S., Haro, J. M., Myin-Germeys, I., Rintala, A., Wykes, T., Narayan, V. A., Comi, G., Hotopf, M., and Dobson, R. J. B.
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FOS: Computer and information sciences ,Male ,020205 medical informatics ,Behavioral monitoring ,Denmark ,behavioral monitoring ,Psychological intervention ,Computer Science - Human-Computer Interaction ,02 engineering and technology ,Quantitative Biology - Quantitative Methods ,Aparells mòbils ,Body Mass Index ,wearable devices ,0302 clinical medicine ,Phone ,0202 electrical engineering, electronic engineering, information engineering ,030212 general & internal medicine ,Mobile health ,Pandemics/prevention & control ,Social isolation ,Telèfons intel·ligents ,Quantitative Methods (q-bio.QM) ,Wearable technology ,Netherlands ,Mobility ,Aged, 80 and over ,United Kingdom/epidemiology ,Social distance ,Data Collection ,lcsh:Public aspects of medicine ,Middle Aged ,16. Peace & justice ,Mobile Applications ,smartphones ,mobility ,Wearable devices ,Telemedicine ,phone use ,3. Good health ,Biological monitoring ,Italy ,Social Isolation ,Phone use ,Spain/epidemiology ,Seguiment biològic ,lcsh:R858-859.7 ,Female ,Smartphone ,medicine.symptom ,COVID-19 ,Psychology ,Coronavirus Infections ,Italy/epidemiology ,Adult ,Adolescent ,Pneumonia, Viral ,Netherlands/epidemiology ,Health Informatics ,lcsh:Computer applications to medicine. Medical informatics ,Bedtime ,Human-Computer Interaction (cs.HC) ,03 medical and health sciences ,Young Adult ,Wearable Electronic Devices ,medicine ,Humans ,mobile health ,ddc:610 ,Pneumonia, Viral/epidemiology ,Pandemics ,Aged ,Monitoring, Physiologic ,Original Paper ,business.industry ,lcsh:RA1-1270 ,Denmark/epidemiology ,United Kingdom ,Smartphones ,Spain ,FOS: Biological sciences ,Mobile devices ,Early warning system ,Coronavirus Infections/epidemiology ,business ,Social Media ,Demography - Abstract
Background In the absence of a vaccine or effective treatment for COVID-19, countries have adopted nonpharmaceutical interventions (NPIs) such as social distancing and full lockdown. An objective and quantitative means of passively monitoring the impact and response of these interventions at a local level is needed. Objective We aim to explore the utility of the recently developed open-source mobile health platform Remote Assessment of Disease and Relapse (RADAR)–base as a toolbox to rapidly test the effect and response to NPIs intended to limit the spread of COVID-19. Methods We analyzed data extracted from smartphone and wearable devices, and managed by the RADAR-base from 1062 participants recruited in Italy, Spain, Denmark, the United Kingdom, and the Netherlands. We derived nine features on a daily basis including time spent at home, maximum distance travelled from home, the maximum number of Bluetooth-enabled nearby devices (as a proxy for physical distancing), step count, average heart rate, sleep duration, bedtime, phone unlock duration, and social app use duration. We performed Kruskal-Wallis tests followed by post hoc Dunn tests to assess differences in these features among baseline, prelockdown, and during lockdown periods. We also studied behavioral differences by age, gender, BMI, and educational background. Results We were able to quantify expected changes in time spent at home, distance travelled, and the number of nearby Bluetooth-enabled devices between prelockdown and during lockdown periods (P Conclusions RADAR-base, a freely deployable data collection platform leveraging data from wearables and mobile technologies, can be used to rapidly quantify and provide a holistic view of behavioral changes in response to public health interventions as a result of infectious outbreaks such as COVID-19. RADAR-base may be a viable approach to implementing an early warning system for passively assessing the local compliance to interventions in epidemics and pandemics, and could help countries ease out of lockdown.
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- 2020
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13. Citizens’ perceptions of the presence and health risks of synthetic chemicals in food: results of an online survey in Spain
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Magda Gasull, Natàlia Pallarès, Miquel Porta, Cristina Larrea, Manel Jariod, José Pumarega, Giselle Rodríguez, Araceli Muñoz, and Universitat de Barcelona
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Male ,Compuestos orgánicos persistentes ,Toxic substances in food ,Encuestas de salud ,010501 environmental sciences ,01 natural sciences ,Social group ,Food group ,0302 clinical medicine ,Contaminants ,Biomonitorización humana ,Medicine ,030212 general & internal medicine ,Enforcement ,media_common ,Distrust ,lcsh:Public aspects of medicine ,Persistent organic pollutants ,Middle Aged ,Health survey ,Environmental pollutants ,Human biomonitoring ,Biological monitoring ,Seguiment biològic ,Female ,Sustancias tóxicas en alimentos ,Attitude to Health ,Pollutants ,Aliments -- Contaminació ,media_common.quotation_subject ,Food Contamination ,Toxicologia alimentària ,Risk Assessment ,03 medical and health sciences ,Perception ,Environmental health ,Food toxicology ,Humans ,0105 earth and related environmental sciences ,Internet ,Adverse effects ,business.industry ,Public Health, Environmental and Occupational Health ,Exposiciones ambientales ,lcsh:RA1-1270 ,Odds ratio ,Environmental exposure ,Food safety ,Prevention and control ,Cross-Sectional Studies ,Efectos adversos ,Spain ,Contaminació -- Aspectes ambientals ,Self Report ,business ,Attribution ,Contaminantes ambientales - Abstract
OBJECTIVE: To explore factors influencing perceptions and viewpoints on the responsibility for the presence of toxic substances in food, on enforcement of laws and regulations that control human exposure to toxic substances in food, and on the effectiveness of such regulations. METHODS: An online survey was completed by 740 individuals from several parts of Spain (median age, 47 years; 67% were women; 70% had completed university studies). RESULTS: Over 87% of respondents said that it was possible that throughout their lives they could have accumulated in their body toxic substances potentially dangerous to their health. The attribution of the responsibility for toxic substances in food to a larger number of social groups was more frequent among respondents who consulted information about the problem more often (odds ratio [OR]: 1.92), who correctly identified factors that increase the likelihood of toxic substances in food being harmful to human health (OR: 2.86), who better knew the health problems that may be caused by such substances (OR: 2.48), and who recognised more food groups that tend to have concentrations of toxic substances potentially harmful to health (OR: 2.92) (all p values
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- 2017
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14. Metabarcoding of shrimp stomach content: harnessing a natural sampler for fish biodiversity monitoring
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Laura Corrigan, Andjin Siegenthaler, Ana Z. Soto, Chiara Benvenuto, Stefano Mariani, and Owen S. Wangensteen
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0106 biological sciences ,0301 basic medicine ,ADN ,Biodiversity ,Crangon crangon ,Generalist and specialist species ,01 natural sciences ,Environmental DNA ,Trophic level ,biology ,RESOURCE ARTICLES ,Fishes ,High-Throughput Nucleotide Sequencing ,Peixos ,Gastrointestinal Contents ,Shrimp ,Europe ,Biological monitoring ,Habitat ,Productivity (ecology) ,biodiversity monitoring ,environmental assessment ,Seguiment biològic ,Estuaries ,Biotechnology ,010603 evolutionary biology ,Electron Transport Complex IV ,QH301 ,03 medical and health sciences ,Genetics ,Animals ,DNA Barcoding, Taxonomic ,Resource Article ,QH426 ,VDP::Landbruks- og Fiskerifag: 900::Fiskerifag: 920 ,Ecology, Evolution, Behavior and Systematics ,Crangonidae ,QL ,VDP::Agriculture and fishery disciplines: 900::Fisheries science: 920 ,fungi ,DNA ,Feeding Behavior ,biology.organism_classification ,trophic metabarcoding ,Molecular and Statistical Advances ,Fishery ,030104 developmental biology ,fish communities ,RNA, Ribosomal ,Metagenomics - Abstract
This is the peer reviewed version of the following article: Siegenthaler, A., Wangensteen Fuentes, O.S., Soto, A.Z., Benvenuto, C., Corrigan, L, & Mariani, S. (2018). Metabarcoding of shrimp stomach content: harnessing a natural sampler for fish biodiversity monitoring. Molecular Ecology Resources. https://doi.org/10.1111/1755-0998.12956, which has been published in final form at https://doi.org/10.1111/1755-0998.12956. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Use of Self-Archived Versions. Given their positioning and biological productivity, estuaries have long represented key providers of ecosystem services, and consequently remain under remarkable pressure from numerous forms of anthropogenic impact. The monitoring of fish communities in space and time are one of the most widespread and established approaches to assess the ecological status of estuaries and other coastal habitats, but traditional fish surveys are invasive, costly, labour intensive and highly selective. Recently, the application of metabarcoding techniques, on either sediment or aqueous environmental DNA, has rapidly gained popularity. Here, we evaluate the application of a novel, high through‐put DNA‐based monitoring tool to assess fish diversity, based on the analysis of the gut contents of a generalist predator/scavenger, the European brown shrimp, Crangon crangon. Sediment and shrimp samples were collected from eight European estuaries and DNA metabarcoding (using both 12S and COI markers) was carried out to infer fish assemblage composition. We detected 32 teleost species (16 and 20, for 12S and COI respectively). Twice as many species were recovered using metabarcoding than by traditional net surveys. By comparing and interweaving trophic, environmental DNA and traditional survey‐based techniques, we show that the DNA‐assisted gut content analysis of a ubiquitous, easily accessible, generalist species may serve as a powerful, rapid and cost‐effective tool for large scale, routine estuarine biodiversity monitoring.
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- 2019
15. Persistence of environmental DNA in marine systems
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Owen S. Wangensteen, Stefano Mariani, Rupert A. Collins, Eoin J. O'Gorman, Martin J. Genner, and David W. Sims
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0106 biological sciences ,0301 basic medicine ,ADN ,Medicine (miscellaneous) ,Context (language use) ,010603 evolutionary biology ,01 natural sciences ,Ecologia marina ,complex mixtures ,General Biochemistry, Genetics and Molecular Biology ,Article ,Molecular ecology ,Marine ecology ,03 medical and health sciences ,QH301 ,Marine ecosystem ,Environmental DNA ,VDP::Mathematics and natural science: 400::Zoology and botany: 480::Marine biology: 497 ,14. Life underwater ,lcsh:QH301-705.5 ,QH426 ,QL ,Community ,Ecology ,fungi ,Ecological genetics ,DNA ,VDP::Matematikk og Naturvitenskap: 400::Zoologiske og botaniske fag: 480::Marinbiologi: 497 ,equipment and supplies ,Biooceanography ,Salinity ,Biological monitoring ,030104 developmental biology ,lcsh:Biology (General) ,13. Climate action ,Seguiment biològic ,Environmental science ,bacteria ,Submarine pipeline ,General Agricultural and Biological Sciences - Abstract
As environmental DNA (eDNA) becomes an increasingly valuable resource for marine ecosystem monitoring, understanding variation in its persistence across contrasting environments is critical. Here, we quantify the breakdown of macrobial eDNA over a spatio-temporal axis of locally extreme conditions, varying from ocean-influenced offshore to urban-inshore, and between winter and summer. We report that eDNA degrades 1.6 times faster in the inshore environment than the offshore environment, but contrary to expectation we find no difference over season. Analysis of environmental covariables show a spatial gradient of salinity and a temporal gradient of pH, with salinity—or the biotic correlates thereof—most important. Based on our estimated inshore eDNA half-life and naturally occurring eDNA concentrations, we estimate that eDNA may be detected for around 48 h, offering potential to collect ecological community data of high local fidelity. We conclude by placing these results in the context of previously published eDNA decay rates., Rupert A. Collins et al. show that environmental DNA degrades faster in the inshore urban environment than the ocean-influenced offshore environment. This study suggests that environmental DNA can be reliably detected for two days, providing an optimal time window of high local fidelity.
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- 2018
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16. Quantitatively scoring behavior from video-recorded, long-lasting fish trajectories
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Miquel Palmer, Ramon Reig-Bolaño, Andrea Campos-Candela, Moisès Serra-Serra, Amalia Manjabacas, Pere Marti-Puig, Universitat de Vic - Universitat Central de Catalunya. Grup de Recerca en Tractament de Dades i senyals, Universidad de Alicante. Departamento de Ciencias del Mar y Biología Aplicada, Ministerio de Educación, Cultura y Deporte (España), and Ministerio de Economía y Competitividad (España)
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0106 biological sciences ,Long lasting ,Environmental Engineering ,Computer science ,Fish species ,Context (language use) ,Behavioral assays ,010603 evolutionary biology ,01 natural sciences ,Long-lasting tracking ,Recreational fishing ,Multi-object tracking ,Animal behavior ,Zoología ,Gravació de vídeo autmàtica ,ComputingMethodologies_COMPUTERGRAPHICS ,010604 marine biology & hydrobiology ,Ecological Modeling ,Tracking by identification ,Data science ,Assaigs de comportament ,Term (time) ,Comportament dels peixos ,Identity (object-oriented programming) ,Seguiment biològic ,%22">Fish ,Software - Abstract
6 pages, 8 figures, Scoring animal behavior is increasingly needed for better understanding ecological processes. For example, behavior shapes harvesting likelihood, thus management of harvested resources should improve after accounting for behavior-driven processes. Automatic video-recording at controlled arenas is the most widespread method for scoring behavior. However, long term tracking animals while keeping identity is still an opened challenge. Here, we develop an ad-hoc algorithm for multi-tracking objects during days or even weeks, to fulfill the particular needs for a behavioral assay concerning a fish species targeted by recreational fishing. Specifically, we overcome the challenge of keeping fish identity in a context where they often disappeared from the camera when entering a shelter, the pixel size was low compared to the size of the arena and the lighting was constrained by the wellbeing of the fish. This work may contribute to better assess the behavioral features of fish in long-lasting lab conditions, This work has been partially supported by the Spanish Government projects PHENOFISH with references: CTM2015-69126-C2-1-R and CTM2015-69126-2-R, and is a contribution of the Joint Research Unit IMEDEA-LIMIA. A.C.C. was supported by a FPU predoctoral fellowship (ref.FPU13/01440) from the Spanish Ministry of Education, Culture and Sports (MECD)
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- 2018
17. Demographic analysis and population models in ecology, evolution and conservation: a transversal approach with case studies = L’anàlisi demogràfica i els models poblacionals en ecologia, evolució i conservació: un enfoc transversal amb casos d’estudi
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Fernàndez Chacón, Albert, Oro, Daniel, Genovart Millet, Meritxell, Sanpera Trigueros, Carola, Universitat de Barcelona. Facultat de Biologia, and Universitat de Barcelona. Grup d'Ecologia de Poblacions, Institut Mediterrani d'Estudis Avançats (IMEDEA, CSIC-UB)
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Vigilancia biológica ,Biological monitoring ,Biología de poblaciones ,Seguiment biològic ,Biologia de poblacions ,Population biology ,Ciències Experimentals i Matemàtiques - Abstract
[cat] L’ecologia de poblacions és una branca multidisciplinària de l’ecologia que, al considerar les poblacions com a unitats biològiques fonamentals, permet establir nexes d’unió entre l’ecologia bàsica, els estudis evolutius i la biologia de la conservació. L’estudi de les respostes demogràfiques als canvis ambientals es realitza per mitjà del monitoratge de poblacions, però per a un coneixement detallat dels processos ecològics que determinen les dinàmiques poblacionals cal fer server eines d’anàlisi robustes que ens permetin estimar i modelitzar paràmetres poblacionals tenint en compte la detecció imperfecta dels processos ecològics. Aquest enfoc metodològic ha estat aplicat a l’anàlisi de les dades de monitoratge poblacional dut a terme en aquesta tesi, on cada capítol representa una aplicació metodològica per a respondre a qüestions biològiques específices al llarg de diferents nivells de complexitat ecològica. Els capitols 1 i 2 és centren en poblacions discretes de tortuga mediterrània i truita comuna, respectivament. En aquest capítols vaig aplicar diferents models de captura-recaptura per obtenir estimes de supervivència per a diferents estadis vitals, i, en el cas del capitol 2, estimes de creixement individual. L´ús de covariables va permetre avaluar l’efecte de la meteorologia en la supervivència, i en el cas de la tortuga, aquesta relació fóu utilitzada per a realitzar simulacions sota diferents escenaris de canvi climatic, proporcionant riscos d’extinció al llarg de tota la distribució mundial de l’espècie. Els capitols 3 i 4 es centren en l’estudi de xarxes poblacionals i en concret, en l’estudi de la dispersió i els processos d’extinció i colonització d’espècies fent servir com a models biològics la gavina corsa i la comunitat de papallones diurnes de Catalunya. En el cas de la gavina, vaig aplicar models de captura-recaptura multievent per controlar biaixos i obtenir estimes de dispersió adulta tant a dins com a fora de l’àrea d’estudi. L’aplicació de models d’ocupació dinàmica va perpetre obtindre estimes robustes de probabilitats d’extinció i clonització per a 73 espècies de papallones. En ambdòs casos, diferents variables externes varen ser examinades i es varen identificar diferents factors ambientals relacionats amb processos de dispersió i recanvi poblacional que poden ajudar al desenvolupament d’estratègies de conservació., [eng] Population ecology is a scientific discipline primarily interested in the ecological processes that make the number of individuals in a population to change over space and time, and by focusing on populations as fundamental units, this discipline allows studying processes at multiple scales of ecological complexity, linking basic ecological science with evolutionary studies and more applied disciplines such as conservation biology. Inference about the responses of population to change are made via observational studies that focus at either the individual or population level in order to estimate key vital rates and to determine the primary drivers of system dynamics. However, a problem of observational studies is that quite often the ecological and observational processes are confounded, leading to biased estimates and wrong conclusions about a population, so more specific and robust analytical approaches need to be applied for a correct scientific study of the populations. In this thesis, I have consistently applied a methodological approach that allows the study of population processes by separating ecological and observational processes via the estimation and modelling of key demographic parameters. By means of chapters 1 to 4, I provide several examples of this methodology via the analysis of demographic data belonging to different species and levels of population complexity that also reflect different biological questions and scientific applications. Field data for this thesis was collected using either capture-recapture or detection-non detection sampling techniques and were provided via collaborations with different researchers and institutions. Chapters 1 and 2 focus on discrete mediterranean tortoise (Testudo hermanni) and brown trout (Salmo trutta) populations, respectively. These populations are closed to dispersal processes and in both chapters I focused on stage-dependent local survival rates that were estimated using capture-recapture models that take into account recapture probabilities. Given that individuals were classified according to body size, in the case of the brown trout populations, I could apply multistate capture-recapture models to estimate individual growth and maturation rates across different populations. In both chapters, survival dynamics were modelled using external covariates (temperature and/or precipitation) that explained part of the observed variation in survival. In the case of tortoises, the obtained survival-precipitation relationship was used to perform several population viability analyses under future precipitation scenarios to forecast the extinction risk of the species across their global geographic distribution. Chapters 3 and 4 focus on population networks connected by dispersal processes. Chapter 3 is strictly focused on adult dispersal and so analyses a capture-recapture dataset collected over 4 local populations of Audouin’s gull (Larus audouinii) in the Western Mediterranean. In Chapter 4 I analysed a large database on butterfly species collected at 26 sites in Catalonia over 17 years and focused on species’ extinction-colonization dynamics at a large geographical scale. In both chapters, two relatively recent analytical approaches, the multievent modelling (chapter 3) and the multiseason or dynamic occupancy modelling (chapter 4) were applied. The application of such modelling tools allowed, in the case of gulls, to control recapture heterogeneities and to study individual dispersal both in and out of the study area, by means of the addition of unobservable states in the model. In the case of butterflies, a common candidate model set was applied to 73 butterfly species, obtaining specific extinction and colonization rates corrected for species’ detectability, which allowed assessing the influence of the species’ traits on occupancy dynamics. Covariate modelling became much more complex in these chapters, but allowed the identification of different habitat and environmental variables related to dispersal, extinction and colonization processes that are of high value in the conservation and management of the species under study.
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- 2013
18. Spatio-temporal monitoring of deep-sea communities using metabarcoding of sediment DNA and RNA
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Magdalena Guardiola, Xavier Turon, María Jesús Uriz, Pierre Taberlet, Eric Coissac, and Owen S. Wangensteen
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0106 biological sciences ,0301 basic medicine ,Meiofauna ,Meiobenthos ,ADN ,Sediments marins ,18S ,lcsh:Medicine ,eRNA ,Marine Biology ,Submarine canyon ,010603 evolutionary biology ,01 natural sciences ,General Biochemistry, Genetics and Molecular Biology ,18S ribosomal RNA ,Sediments ,Marine sediments ,03 medical and health sciences ,Mediterranean sea ,Deep sea communities ,Valls submarines ,Canyon ,geography ,geography.geographical_feature_category ,Ecology ,biology ,General Neuroscience ,lcsh:R ,Rhizaria ,DNA ,Biodiversity ,Genomics ,General Medicine ,Submarine valleys ,biology.organism_classification ,Biological monitoring ,030104 developmental biology ,Submarine canyons ,Biomonitoring ,Seguiment biològic ,RNA ,Species richness ,eDNA ,General Agricultural and Biological Sciences ,Zoology - Abstract
30 páginas, 9 figuras, 1 tabla., We assessed spatio-temporal patterns of diversity in deep-sea sediment communities using metabarcoding. We chose a recently developed eukaryotic marker based on the v7 region of the 18S rRNA gene. Our study was performed in a submarine canyon and its adjacent slope in the Northwestern Mediterranean Sea, sampled along a depth gradient at two different seasons. We found a total of 5,569 molecular operational taxonomic units (MOTUs), dominated by Metazoa, Alveolata and Rhizaria. Among metazoans, Nematoda, Arthropoda and Annelida were the most diverse. We found a marked heterogeneity at all scales, with important differences between layers of sediment and significant changes in community composition with zone (canyon vs slope), depth, and season. We compared the information obtained from metabarcoding DNA and RNA and found more total MOTUs and more MOTUs per sample with DNA (ca. 20% and 40% increase, respectively). Both datasets showed overall similar spatial trends, but most groups had higher MOTU richness with the DNA template, while others, such as nematodes, were more diverse in the RNA dataset. We provide metabarcoding protocols and guidelines for biomonitoring of these key communities in order to generate information applicable to management efforts., The sampling was done in the framework of the DOSMARES project (CTM2010-21810) of the Spanish Government. MG benefitted from a FPI predoctoral contract of the Spanish Government. This research was funded by project CHALLENGEN CTM2013-48163 of the Spanish Government.
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- 2016
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