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1.
Nature ; 588(7839): 631-635, 2020 12.
Artículo en Inglés | MEDLINE | ID: mdl-33239780

RESUMEN

Intensive fisheries have reduced fish biodiversity and abundance in aquatic ecosystems worldwide1-3. 'No-take' marine reserves have become a cornerstone of marine ecosystem-based fisheries management4-6, and their benefits for adjacent fisheries are maximized when reserve design fosters synergies among nearby reserves7,8. The applicability of this marine reserve network paradigm to riverine biodiversity and inland fisheries remains largely untested. Here we show that reserves created by 23 separate communities in Thailand's Salween basin have markedly increased fish richness, density, and biomass relative to adjacent areas. Moreover, key correlates of the success of protected areas in marine ecosystems-particularly reserve size and enforcement-predict differences in ecological benefits among riverine reserves. Occupying a central position in the network confers additional gains, underscoring the importance of connectivity within dendritic river systems. The emergence of network-based benefits is remarkable given that these reserves are young (less than 25 years old) and arose without formal coordination. Freshwater ecosystems are under-represented among the world's protected areas9, and our findings suggest that networks of small, community-based reserves offer a generalizable model for protecting biodiversity and augmenting fisheries as the world's rivers face unprecedented pressures10,11.


Asunto(s)
Biodiversidad , Conservación de los Recursos Naturales/métodos , Explotaciones Pesqueras/organización & administración , Peces/clasificación , Peces/fisiología , Ríos , Clima Tropical , Animales , Biomasa , Mapeo Geográfico , Tailandia
2.
Proc Natl Acad Sci U S A ; 118(34)2021 08 24.
Artículo en Inglés | MEDLINE | ID: mdl-34400498

RESUMEN

Marine fisheries are an essential component of global food security, but many are close to their limits and some are overfished. The models that guide the management of these fisheries almost always assume reproduction is proportional to mass (isometry), when fecundity generally increases disproportionately to mass (hyperallometry). Judged against several management reference points, we show that assuming isometry overestimates the replenishment potential of exploited fish stocks by 22% (range: 2% to 78%) for 32 of the world's largest fisheries, risking systematic overharvesting. We calculate that target catches based on assumptions of isometry are more than double those based on assumptions of hyperallometry for most species, such that common reference points are set twice as high as they should be to maintain the target level of replenishment. We also show that hyperallometric reproduction provides opportunities for increasing the efficacy of tools that are underused in standard fisheries management, such as protected areas or harvest slot limits. Adopting management strategies that conserve large, hyperfecund fish may, in some instances, result in higher yields relative to traditional approaches. We recommend that future assessment of reference points and quotas include reproductive hyperallometry unless there is clear evidence that it does not occur in that species.


Asunto(s)
Explotaciones Pesqueras/organización & administración , Peces/fisiología , Reproducción/fisiología , Animales , Conservación de los Recursos Naturales , Peces/clasificación , Dinámica Poblacional , Especificidad de la Especie
3.
Proc Natl Acad Sci U S A ; 118(31)2021 08 03.
Artículo en Inglés | MEDLINE | ID: mdl-34312236

RESUMEN

Concerns over overexploitation have fueled an ongoing debate on the current state and future prospects of global capture fisheries, associated threats to marine biodiversity, and declining yields available for human consumption. Management reforms have aimed to reduce fishing pressure and recover depleted stocks to biomass and exploitation rates that allow for maximum sustainable yield. Recent analyses suggest that scientifically assessed stocks, contributing over half of global marine fish catch, have, on average, reached or even exceeded these targets, suggesting a fundamental shift in the effectiveness of fisheries governance. However, such conclusions are based on calculations requiring specific choices to average over high interstock variability to derive a global trend. Here we evaluate the robustness of these conclusions by examining the distribution of recovery rates across individual stocks and by applying a diversity of plausible averaging techniques. We show that different methods produce markedly divergent trajectories of global fisheries status, with 4 of 10 methods suggesting that recovery has not yet been achieved, with up to 48% of individual stocks remaining below biomass targets and 40% exploited above sustainable rates. Furthermore, recent rates of recovery are only marginally different from zero, with up to 46% of individual stocks trending downward in biomass and 29% of stocks trending upward in exploitation rate. These results caution against overoptimistic assessments of fisheries writ large and support a precautionary management approach to ensure full rebuilding of depleted fisheries worldwide.


Asunto(s)
Conservación de los Recursos Naturales , Ecosistema , Explotaciones Pesqueras/organización & administración , Peces/fisiología , Animales , Biomasa , Explotaciones Pesqueras/legislación & jurisprudencia , Humanos , Internacionalidad , Modelos Biológicos , Océanos y Mares , Dinámica Poblacional
5.
Nature ; 544(7649): 223-226, 2017 04 13.
Artículo en Inglés | MEDLINE | ID: mdl-28379945

RESUMEN

In fisheries, the tragedy of the commons manifests as a competitive race to fish that compresses fishing seasons, resulting in ecological damage, economic waste, and occupational hazards. Catch shares are hypothesized to halt the race by securing each individual's right to a portion of the total catch, but there is evidence for this from selected examples only. Here we systematically analyse natural experiments to test whether catch shares reduce racing in 39 US fisheries. We compare each fishery treated with catch shares to an individually matched control before and after the policy change. We estimate an average policy treatment effect in a pooled model and in a meta-analysis that combines separate estimates for each treatment-control pair. Consistent with the theory that market-based management ends the race to fish, we find strong evidence that catch shares extend fishing seasons. This evidence informs the current debate over expanding the use of market-based regulation to other fisheries.


Asunto(s)
Conducta Competitiva , Conservación de los Recursos Naturales/legislación & jurisprudencia , Conservación de los Recursos Naturales/métodos , Explotaciones Pesqueras/economía , Explotaciones Pesqueras/organización & administración , Estaciones del Año , Animales , Conservación de los Recursos Naturales/economía , Política Ambiental/economía , Política Ambiental/legislación & jurisprudencia , Explotaciones Pesqueras/legislación & jurisprudencia , Peces/clasificación , Modelos Teóricos , Factores de Tiempo , Estados Unidos
6.
Proc Natl Acad Sci U S A ; 116(49): 24676-24681, 2019 12 03.
Artículo en Inglés | MEDLINE | ID: mdl-31748272

RESUMEN

Recreational fisheries are valued at $190B globally and constitute the predominant way in which people use wild fish stocks in developed countries, with inland systems contributing the main fraction of recreational fisheries. Although inland recreational fisheries are thought to be highly resilient and self-regulating, the rapid pace of environmental change is increasing the vulnerability of these fisheries to overharvest and collapse. Here we directly evaluate angler harvest relative to the biomass production of individual stocks for a major inland recreational fishery. Using an extensive 28-y dataset of the walleye (Sander vitreus) fisheries in northern Wisconsin, United States, we compare empirical biomass harvest (Y) and calculated production (P) and biomass (B) for 390 lake year combinations. Production overharvest occurs when harvest exceeds production in that year. Biomass and biomass turnover (P/B) declined by ∼30 and ∼20%, respectively, over time, while biomass harvest did not change, causing overharvest to increase. Our analysis revealed that ∼40% of populations were production-overharvested, a rate >10× higher than estimates based on population thresholds often used by fisheries managers. Our study highlights the need to adapt harvest to changes in production due to environmental change.


Asunto(s)
Conservación de los Recursos Naturales/métodos , Explotaciones Pesqueras/organización & administración , Perciformes , Dinámica Poblacional/estadística & datos numéricos , Recreación/economía , Animales , Biomasa , Conservación de los Recursos Naturales/estadística & datos numéricos , Conjuntos de Datos como Asunto , Explotaciones Pesqueras/economía , Explotaciones Pesqueras/estadística & datos numéricos , Lagos , Wisconsin
7.
Proc Natl Acad Sci U S A ; 115(37): 9065-9073, 2018 09 11.
Artículo en Inglés | MEDLINE | ID: mdl-30139919

RESUMEN

In fisheries management-as in environmental governance more generally-regulatory arrangements that are thought to be helpful in some contexts frequently become panaceas or, in other words, simple formulaic policy prescriptions believed to solve a given problem in a wide range of contexts, regardless of their actual consequences. When this happens, management is likely to fail, and negative side effects are common. We focus on the case of individual transferable quotas to explore the panacea mindset, a set of factors that promote the spread and persistence of panaceas. These include conceptual narratives that make easy answers like panaceas seem plausible, power disconnects that create vested interests in panaceas, and heuristics and biases that prevent people from accurately assessing panaceas. Analysts have suggested many approaches to avoiding panaceas, but most fail to conquer the underlying panacea mindset. Here, we suggest the codevelopment of an institutional diagnostics toolkit to distill the vast amount of information on fisheries governance into an easily accessible, open, on-line database of checklists, case studies, and related resources. Toolkits like this could be used in many governance settings to challenge users' understandings of a policy's impacts and help them develop solutions better tailored to their particular context. They would not replace the more comprehensive approaches found in the literature but would rather be an intermediate step away from the problem of panaceas.


Asunto(s)
Explotaciones Pesqueras/legislación & jurisprudencia , Explotaciones Pesqueras/organización & administración , Explotaciones Pesqueras/normas
8.
Proc Natl Acad Sci U S A ; 114(1): 178-183, 2017 01 03.
Artículo en Inglés | MEDLINE | ID: mdl-27994155

RESUMEN

Fisheries management systems around the world are highly diverse in their design, operation, and effectiveness at meeting objectives. A variety of management institutions, strategies, and tactics are used across disparate regions, fishing fleets, and taxonomic groups. At a global level, it is unclear which particular management attributes have greatest influence on the status of fished populations, and also unclear which external factors affect the overall success of fisheries management systems. We used expert surveys to characterize the management systems by species of 28 major fishing nations and examined influences of economic, geographic, and fishery-related factors. A Fisheries Management Index, which integrated research, management, enforcement, and socioeconomic attributes, showed wide variation among countries and was strongly affected by per capita gross domestic product (positively) and capacity-enhancing subsidies (negatively). Among 13 management attributes considered, three were particularly influential in whether stock size and fishing mortality are currently in or trending toward desirable states: extensiveness of stock assessments, strength of fishing pressure limits, and comprehensiveness of enforcement programs. These results support arguments that the key to successful fisheries management is the implementation and enforcement of science-based catch or effort limits, and that monetary investment into fisheries can help achieve management objectives if used to limit fishing pressure rather than enhance fishing capacity. Countries with currently less-effective management systems have the greatest potential for improving long-term stock status outcomes and should be the focus of efforts to improve fisheries management globally.


Asunto(s)
Conservación de los Recursos Naturales , Explotaciones Pesqueras/organización & administración , Política Organizacional , Animales , Explotaciones Pesqueras/economía , Peces , Organización y Administración , Encuestas y Cuestionarios
9.
J Fish Biol ; 97(1): 121-136, 2020 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-32232856

RESUMEN

Lutjanid snappers belonging to the subfamilies Apsilinae and Etelinae are commercially valuable components of tropical deep-water fisheries throughout much of the Indo-Pacific region. Based on age assessment using sagittal otoliths, the age-specific demographic characteristics of four deep-water snappers, Etelis coruscans, Paracaesio caerulea, Pristipomoides filamentosus and Pristipomoides sieboldii, in the Okinawa Islands, southwestern Japan, were examined, and the results were discussed for fishery management. Age validation using edge-type analysis demonstrated that opaque zones in all species were formed once per year and were considered valid annual growth increments. The von Bertalanffy growth equations were also determined for each species. These snappers are long-lived (>50 years for E. coruscans and P. caerulea and >30 years for the two species of Pristipomoides) and relatively slow-growing. The age of acquiring sexual maturity in females was relatively later in E. coruscans, P. caerulea and P. filamentosus than in P. sieboldii. The results revealed differences in the biological traits among these four species; E. coruscans and P. caerulea with long life spans and late maturation are particularly more vulnerable to fishing impact than the two Pristipomoides species. Therefore, further approaches to decrease and control fishing intensity, such as networking of marine-protected areas and regulation to control the numbers of boats and/or the total allowable catch, are necessary for the management of the stock of these species, especially for E. coruscans and P. caerulea.


Asunto(s)
Envejecimiento/fisiología , Explotaciones Pesqueras/organización & administración , Peces/fisiología , Distribución Animal , Animales , Comercio , Femenino , Japón , Océano Pacífico , Especificidad de la Especie
10.
J Fish Biol ; 96(2): 469-479, 2020 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-31823365

RESUMEN

We used acoustic telemetry to quantify permit Trachinotus falcatus habitat use and connectivity in proximity to the Florida Keys, USA, and assessed these patterns relative to current habitat and fisheries management practices. From March 2017 to June 2018, 45 permit tagged within 16 km of the lower Florida Keys were detected at stationary acoustic receivers throughout the south Florida region, the majority of which remained within the Special Permit Zone, where more extensive fisheries harvest regulations are implemented. There was a high level of connectivity between nearshore flats (i.e., <3 m water depth) and the Florida reef tract (FRT; 15-40 m water depth), with 75% of individuals detected in both habitats. These locations probably function primarily as foraging and spawning habitats, respectively. Permit occupancy on the FRT peaked during the months of March-September, with the highest number of individuals occurring there in April and May. Specific sites on the FRT were identified as potentially important spawning locations, as they attracted a high proportion of individuals that exhibited frequent visits with high residency durations. There were also significant positive relationships between seasonal habitat-use metrics on the FRT and an empirical permit gonadosomatic index. Large aggregations of permit at spawning sites on the FRT are potentially vulnerable to the effects of fishing (including predation during catch and release) at a critical point in their life cycle. These data on permit space use and movement, coupled with knowledge of stressors on their ecology, provide insights for implementing science-based strategic management plans.


Asunto(s)
Ecosistema , Explotaciones Pesqueras/organización & administración , Peces/clasificación , Peces/fisiología , Estaciones del Año , Animales , Conservación de los Recursos Naturales , Florida , Conducta Predatoria
11.
J Fish Biol ; 96(2): 316-326, 2020 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-31647569

RESUMEN

Using data from wild Atlantic salmon Salmo salar returning to spawn in seven Scottish rivers, we developed a model of fecundity based on individual body size and key developmental traits. We used a novel approach to model selection which maximises predictive accuracy for application to target river stocks to select the best from a suite of Bayesian hierarchical models. This approach aims to ensure the optimal model within the candidate set includes covariates that best predict out-of-sample data to estimate fecundity in areas where no direct observations are available. In addition to body size, the final model included the developmental characteristics of age at smolting and years spent at sea. Using two independent long-term monitoring datasets, the consequences of ignoring these characteristics was revealed by comparing predictions from the best model with models that omitted them.


Asunto(s)
Fertilidad , Salmo salar/anatomía & histología , Animales , Teorema de Bayes , Tamaño Corporal , Femenino , Explotaciones Pesqueras/organización & administración , Modelos Teóricos , Fenotipo
13.
J Fish Biol ; 94(6): 993-1000, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-30779146

RESUMEN

This paper summarises the detailed information on catch, fork length, weight, sex and maturity of alfonsinos Beryx splendens and Beryx decadactylus collected from targeted surveys in Azores waters, complemented by fishery data, over the past c. 20 years. To date, it was not possible to define if the Azorean component of the population can be considered as a discrete local management unit. The reason for this is the lack of available information for these resources covering the entire spatial distribution of the species in the North Atlantic Ocean. Additionally, there are some conflicts between the different genetic results available, poor understanding about the species movements and data from the Azores show some discrepancies in aspects of reproduction. Consequently, there is no analytical assessment for this resource and the stock of Beryx spp. is currently managed based on the precautionary approach. Outputs of recent analyses are presented in this study and possible assumptions and strategies for the assessment are discussed.


Asunto(s)
Explotaciones Pesqueras/organización & administración , Peces/fisiología , Animales , Océano Atlántico , Azores , Reproducción
14.
J Fish Biol ; 94(6): 1019-1025, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-30950505

RESUMEN

Tropical freshwater ecosystems are some of the world's most biodiverse and productive systems where determining what sustainable exploitation of inland fisheries looks like is particularly challenging. One of the greatest obstacles to sustainable management is collecting and using quality data on fish production and yield. The biodiversity and hydro-ecology of these systems often under open-access governance, add to the complexity of managing them. This paper describes an integrated citizen-science, earth observation, environmental DNA and independent survey approach to collecting fish and fisheries data, using the Cambodian Mekong as a case study.


Asunto(s)
Conservación de los Recursos Naturales , Explotaciones Pesqueras/organización & administración , Peces/fisiología , Animales , Biodiversidad , Agua Dulce , Clima Tropical
15.
J Fish Biol ; 94(6): 952-957, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-30746702

RESUMEN

Over the past 20 years many different certification or rating schemes for sustainable fisheries have evolved, that attempt to influence consumer tastes and preferences and thereby incentivise better fisheries practices. This short review paper aims to document the history of such schemes, to consider their apparent differences and the basis upon which sustainability standards were developed. While there is some consistency between schemes in terms of the elements that should be considered as part of sustainability, and the general outcomes that sustainable fisheries should strive for, with the exception of maximum sustainable yield (MSY) there is less agreement on the specific details of how this should be measured or what reference points should be considered as sustainable. This arises from a lack of specific consideration or agreement on these issues in the international policy community.


Asunto(s)
Conservación de los Recursos Naturales , Explotaciones Pesqueras/organización & administración , Animales , Internacionalidad
16.
J Fish Biol ; 94(6): 1011-1018, 2019 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-30883746

RESUMEN

The concept of an optimum yield at intermediate levels of fishing (the so called maximum sustainable yield or MSY) has been with us since the 1930s and is now enshrined in legislation as a key objective of fisheries management. The concept seems intuitively reasonable and is readily applicable to a single stock treated in isolation and assuming a constant environment. However, translating this concept into a mixed and multispecies fishery, where there are complex trade-offs between fleets and stocks and in general no simple optimum solution, has been problematic. Here I introduce a framework for thinking about multispecies MSY in terms of an integrated risk of stock depletion and expected long-term yield. Within this framework I consider the performance of a set of simple harvest control rules based upon a single-limit fishing mortality rate (F) which is common to all stocks and a target biomass which is a set fraction of a stock's virgin biomass. Using a multispecies management strategy evaluation, I compare expected outcomes for a set of these harvest control rules with alternative scenarios, in which each stock has its own F based on the assessment process. I find that the simple framework can produce outcomes that are similar to those from the more sophisticated estimates of F. I therefore conclude that achieving multispecies MSY may depend more upon setting reasonable biomass targets and faithfully applying a harvest control rule approach rather than determining the best possible Fs for each stock.


Asunto(s)
Conservación de los Recursos Naturales , Explotaciones Pesqueras/organización & administración , Peces/fisiología , Animales , Biomasa , Modelos Biológicos , Mar del Norte , Dinámica Poblacional
17.
J Fish Biol ; 95(2): 367-378, 2019 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-30900244

RESUMEN

The main objective of this study was to investigate if egg size (mass) at spawning is invariant for Scotia-Fundy summer and autumn (SFSH) and Icelandic summer (ISSH) spawning herring Clupea harengus. Oocyte dry mass measurements for SFSH females collected in 2001 and ISSH females collected in 1999 and 2000 showed a large variation. Difference in egg dry mass among fish was found to vary by as much as twofold in each stock. For ISSH, variation in egg mass was also apparent from oocyte volume measurements made jointly with a histological examination of the ovaries. Approximately 20% of the variation in egg mass could be explained by maternal whole-body mass or total length, indicating that length or age composition in the stocks can potentially influence the recruitment success. This implies that fisheries management strategies should aim to maintain a broad range in age composition.


Asunto(s)
Explotaciones Pesqueras/tendencias , Peces/fisiología , Factores de Edad , Análisis de Varianza , Animales , Femenino , Fertilidad , Explotaciones Pesqueras/organización & administración , Peces/anatomía & histología , Islandia , Análisis de los Mínimos Cuadrados , Modelos Lineales , Nueva Escocia , Oocitos/ultraestructura , Ovario/anatomía & histología , Estaciones del Año , Especificidad de la Especie
18.
J Fish Biol ; 95(2): 411-427, 2019 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-31017302

RESUMEN

Piaractus orinoquensis, a new species of serrasalmid fish, is described from the Orinoco River basin. The new species differs from congeners by having a slenderer body, relatively smaller head and snout, more compressed mid-body, fewer scales above and below the lateral line and diagnostic molecular characters in the coI mitochondrial gene region. We also provide a re-description of Piaractus brachypomus, restricting its geographic distribution to the Amazon River basin. Both species are economically important in their respective basins and need to be independently managed as distinct species.


Asunto(s)
Characiformes/clasificación , ADN Mitocondrial/química , Complejo IV de Transporte de Electrones/genética , Aletas de Animales/anatomía & histología , Escamas de Animales/anatomía & histología , Animales , Brasil , Characiformes/anatomía & histología , Characiformes/genética , Colombia , Explotaciones Pesqueras/organización & administración , Sistema de la Línea Lateral/anatomía & histología , Funciones de Verosimilitud , Maxilar/anatomía & histología , Mitocondrias/genética , Filogenia , Pigmentación , Distribución de Poisson , Ríos , Alineación de Secuencia , Programas Informáticos , Columna Vertebral/anatomía & histología , Terminología como Asunto
19.
Glob Chang Biol ; 24(8): 3654-3665, 2018 08.
Artículo en Inglés | MEDLINE | ID: mdl-29723929

RESUMEN

Defining sustainability goals is a crucial but difficult task because it often involves the quantification of multiple interrelated and sometimes conflicting components. This complexity may be exacerbated by climate change, which will increase environmental vulnerability in aquaculture and potentially compromise the ability to meet the needs of a growing human population. Here, we developed an approach to inform sustainable aquaculture by quantifying spatio-temporal shifts in critical trade-offs between environmental costs and benefits using the time to reach the commercial size as a possible proxy of economic implications of aquaculture under climate change. Our results indicate that optimizing aquaculture practices by minimizing impact (this study considers as impact a benthic carbon deposition ≥ 1 g C m-2  day-1 ) will become increasingly difficult under climate change. Moreover, an increasing temperature will produce a poleward shift in sustainability trade-offs. These findings suggest that future sustainable management strategies and plans will need to account for the effects of climate change across scales. Overall, our results highlight the importance of integrating environmental factors in order to sustainably manage critical natural resources under shifting climatic conditions.


Asunto(s)
Acuicultura , Cambio Climático , Conservación de los Recursos Naturales/métodos , Explotaciones Pesqueras/organización & administración , Peces , Animales , Organismos Acuáticos , Humanos , Temperatura
20.
J Theor Biol ; 447: 1-11, 2018 06 14.
Artículo en Inglés | MEDLINE | ID: mdl-29548735

RESUMEN

An idealized system of a shared fish stock associated with different exclusive economic zones (EEZ) is modelled. Parameters were estimated for the case of the small pelagic fisheries shared between Southern Morocco, Mauritania and the Senegambia. Two models of fishing effort distribution were explored. The first one considers independent national fisheries in each EEZ, with a cost per unit of fishing effort that depends on local fishery policy. The second one considers the case of a fully cooperative fishery performed by an international fleet freely moving across the borders. Both models are based on a set of six ordinary differential equations describing the time evolution of the fish biomass and the fishing effort. We take advantage of the two time scales to obtain a reduced model governing the total fish biomass of the system and fishing efforts in each zone. At the fast equilibrium, the fish distribution follows the ideal free distribution according to the carrying capacity in each area. Different equilibria can be reached according to management choices. When fishing fleets are independent and national fishery policies are not harmonized, in the general case, competition leads after a few decades to a scenario where only one fishery remains sustainable. In the case of sub-regional agreement acting on the adjustment of cost per unit of fishing effort in each EEZ, we found that a large number of equilibria exists. In this last case the initial distribution of fishing effort strongly impact the optimal equilibrium that can be reached. Lastly, the country with the highest carrying capacity density may get less landings when collaborating with other countries than if it minimises its fishing costs. The second fully cooperative model shows that a single international fishing fleet moving freely in the fishing areas leads to a sustainable equilibrium. Such findings should foster regional fisheries organizations to get potential new ways for neighbouring fish stock management.


Asunto(s)
Conservación de los Recursos Naturales/métodos , Explotaciones Pesqueras/organización & administración , Modelos Teóricos , Políticas , Animales , Biomasa , Conducta Competitiva , Cooperación Internacional
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