Computational Stochastic Investigations for the Socio-Ecological Dynamics with Reef Ecosystems DOI Open Access
Thongchai Botmart, Zulqurnain Sabir, Afaf S. Alwabli

et al.

Computers, materials & continua/Computers, materials & continua (Print), Journal Year: 2022, Volume and Issue: 73(3), P. 5589 - 5607

Published: Jan. 1, 2022

The motive of this work is to present a computational design using the stochastic scaled conjugate gradient (SCG) neural networks (NNs) called as SCGNNs for socio-ecological dynamics (SED) with reef ecosystems and conservation estimation. mathematical descriptions SED model are provided that dependent upon five categories, macroalgae M(v), breathing coral C(v), algal turf T(v), density parrotfish P(v) opinion human X(v). process applied formulate based on sample statistics, testing, accreditation training. Three different variations have been authenticate performance through statics training, accreditation, testing 77%, 12% 11%, respectively. obtained numerical performances compared Runge-Kutta approach solve model. reduction mean square error (MSE) used investigate measures solving precision validated comparison results absolute performances. reliability performed by correlation values, state transitions (STs), histograms (EHs), MSE regression analysis.

Language: Английский

Toward a Multi-stressor Theory for Coral Reefs in a Changing World DOI
Carling Bieg, Henri Vallès, Alexander Tewfik

et al.

Ecosystems, Journal Year: 2024, Volume and Issue: 27(2), P. 310 - 328

Published: Jan. 16, 2024

Language: Английский

Citations

7

Extreme events and coupled socio-ecological systems DOI
Easton R. White, Sophie Wulfing

Ecological Modelling, Journal Year: 2024, Volume and Issue: 495, P. 110786 - 110786

Published: July 5, 2024

Language: Английский

Citations

4

Conditions for a second wave of COVID-19 due to interactions between disease dynamics and social processes DOI Creative Commons
Sansao A. Pedro, Frank T. Ndjomatchoua, P Jentsch

et al.

medRxiv (Cold Spring Harbor Laboratory), Journal Year: 2020, Volume and Issue: unknown

Published: May 24, 2020

Abstract In May 2020, many jurisdictions around the world began lifting physical distancing restrictions against spread of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), giving rise to concerns about a possible second wave disease 2019 (COVID-19). These were imposed as collective population response presence COVID-19 in communities. However, is also their socio-economic impacts, and expected increase cases, turn. This suggests that pandemic exemplifies coupled behaviour-disease system. Here we develop minimal mathematical model interaction between social support for school workplace closure transmission dynamics SARS-CoV-2. We find occurs across broad range plausible input parameters, on account instabilities generated by interactions. conclude waves COVID-19–should they materialize–can be interpreted outcomes nonlinear interactions behaviour.

Language: Английский

Citations

32

Discovery and quantification of anaerobic nitrogen metabolisms among oxygenated tropical Cuban stony corals DOI Creative Commons
Andrew R. Babbin,

Tyler Tamasi,

Diana Dumit

et al.

The ISME Journal, Journal Year: 2020, Volume and Issue: 15(4), P. 1222 - 1235

Published: Dec. 20, 2020

Coral reef health depends on an intricate relationship among the coral animal, photosynthetic algae, and a complex microbial community. The holobiont can impact nutrient balance of their hosts amid otherwise oligotrophic environment, including by cycling physiologically important nitrogen compounds. Here we use 15N-tracer experiments to produce first simultaneous measurements ammonium oxidation, nitrate reduction, nitrous oxide (N2O) production five iconic species reef-building corals (Acropora palmata, Diploria labyrinthiformis, Orbicella faveolata, Porites astreoides, porites) in highly protected Jardines de la Reina reefs Cuba. Nitrate reduction is present most species, but oxidation low potentially due photoinhibition assimilatory competition. Coral-associated rates N2O indicate widespread potential for denitrification, especially D. at ~1 nmol cm-2 d-1. In contrast, A. palmata displays minimal active metabolism. Enhanced are observed coincident with dark net respiration periods. Genomes bacterial cultures isolated from multiple confirm that microorganisms ability respire anaerobically either dinitrogen gas or exist within holobiont. This confirmation anaerobic metabolisms coral-associated sheds new light productivity.

Language: Английский

Citations

29

Local Overfishing Patterns Have Regional Effects on Health of Coral, and Economic Transitions Can Promote Its Recovery DOI
Russell Milne, Chris T. Bauch,

Madhur Anand

et al.

Bulletin of Mathematical Biology, Journal Year: 2022, Volume and Issue: 84(4)

Published: Feb. 19, 2022

Language: Английский

Citations

16

The hitchhiker's guide to generic ecological-economic modelling of land-use-based biodiversity conservation policies DOI Creative Commons
Martin Drechsler, Frank Wätzold, Volker Grimm

et al.

Ecological Modelling, Journal Year: 2022, Volume and Issue: 465, P. 109861 - 109861

Published: Jan. 12, 2022

Biodiversity loss is a result of interacting ecological and economic factors, it must be addressed through an analysis biodiversity conservation policies. Ecological-economic modelling helpful approach to this analysis, but also challenging since modellers often have specific disciplinary background tend misrepresent either the or aspects. Here, we introduce some most important concepts from both disciplines, two cultures differ between present integrated, consistent guide all steps generic ecological-economic modelling, such as formulation research question, development conceptual model, model parametrisation interpretation results. Although focus on models aimed at general understanding causes remedies for loss, guidance provided here may help in more problems. This intersection three disciplines: ecology, economics mathematical addresses readers who knowledge least one these disciplines want learn about others build analyse models. Compared textbooks, focuses practice rather than lengthy explanations theoretical concepts. We attempt demonstrate that does not require magical powers instead manageable exercise.

Language: Английский

Citations

16

External fishing effort regulates positive effects of no-take marine protected areas DOI Creative Commons
Shelby L. Ziegler, Rachel O. Brooks, Scott L. Hamilton

et al.

Biological Conservation, Journal Year: 2022, Volume and Issue: 269, P. 109546 - 109546

Published: April 21, 2022

Marine protected areas (MPAs) have been established across the globe to mitigate effects of multiple stressors on marine communities. In many locations, MPAs generated positive fish communities, but impacts fishing pressure—the primary stressor seek manage—have not well investigated. We examined changes in biomass inside and outside no-take over 14 years central California, USA. Using data from community-based science program, California Collaborative Fisheries Research Program, we tested which environmental human-induced most influence strength MPA responses. While temperature productivity were included best fit model, found that fine-scale effort data, following reserve implementation, explained spatial variation community responses MPAs. Specifically, differences between sites open larger for reserves near heavily fished locations these exhibited highest rate change biomass, indicating strong exploited As continue be used as a prominent conservation strategy coastal systems, managers should consider both suite (socio-ecological interactions) conditions may alter success establish long-term monitoring programs fully assess functionality into future.

Language: Английский

Citations

15

Multiple social network influences can generate unexpected environmental outcomes DOI Creative Commons
Johanna Yletyinen, George L. W. Perry, Philip H. Brown

et al.

Scientific Reports, Journal Year: 2021, Volume and Issue: 11(1)

Published: May 7, 2021

Understanding the function of social networks can make a critical contribution to achieving desirable environmental outcomes. Social-ecological systems are complex, adaptive in which decision makers adapt changing and ecological context. However, it remains unclear how multiple influences interact with feedbacks generate Based on national-scale survey data social-ecological agent-based model context voluntary private land conservation, our results suggest that operate synergistically or antagonistically, thereby enabling behaviors spread by two more mechanisms amplify each other's effects. Furthermore, information through may indirectly affect respond isolated individuals change. The interplay can, therefore, explain success failure conservation outcomes emerging from collective behavior. To understand capacity influence outcomes, must not be seen as 'closed systems'; rather, interventions depend between environment different components system.

Language: Английский

Citations

13

Preparing for and managing crown-of-thorns starfish outbreaks on reefs under threat from interacting anthropogenic stressors DOI Creative Commons
Russell Milne,

Madhur Anand,

Chris T. Bauch

et al.

Ecological Modelling, Journal Year: 2023, Volume and Issue: 484, P. 110443 - 110443

Published: July 18, 2023

Crown-of-thorns starfish (CoTS) outbreaks rank among the greatest threats to coral throughout Indo-Pacific. In future, reefs already stressed by CoTS will be further burdened overfishing and nutrient loading. How much these two factors exacerbate outbreak severity is still uncertain. Furthermore, management literature has focused on Great Barrier Reef, whereas damage rising across Here, we use a metacommunity model simulate in areas with high growing levels of fishing pressure offshore input. We adjacent cities within range that have less prior coverage: Cebu City, Philippines, Jeddah, Saudi Arabia. observe combination population increases urbanization previously rural can drive complex patterns multi-stressor interaction. find removal intermediate spatial scales significantly improves regional-scale health, provide guidelines under which each four strategies optimal for conservation. decline due sharper CoTS, nutrification induce shift from discrete waves continuous presence. Our work shows importance long-term planning reef management, highlights how stressors interact potentially unforeseen ways.

Language: Английский

Citations

4

Community engagement in coral reef restoration in the Seaflower MPA, Colombia DOI
Natalia Uribe‐Castañeda, Nia Morales, Jamie Loizzo

et al.

Restoration Ecology, Journal Year: 2024, Volume and Issue: unknown

Published: Sept. 12, 2024

Community engagement has been identified as a key component for successful conservation efforts. According to community members, stakeholders, and coral reef restoration practitioners in the Seaflower Marine Protected Area (MPA), most effective way engage communities is by building local capacity. We used mixed‐methods approach including interviews, strengths, weaknesses, opportunities, threats analysis, surveys assess strategies employed MPA involve motivations possible barriers that hinder engagement. The residing demonstrated awareness of importance reefs their role livelihoods. They main challenges social dysfunctionality, administrative barriers, environmental threats, along with lack opportunities participate restoration. Our findings trust, promoting equity, transparency, accountability, fostering collaboration, improving communication essential overcoming these challenges. Empowering through capacity‐building initiatives such educational programs, economic incentives, equity inclusion measures, formal certifications, leadership would enhance support MPA. In addition capacity, our research need strategic planning, budgeting, policies enhancing efforts

Language: Английский

Citations

1