White lies for coral reefs: Dynamics of two-patch coral reefs model with asymmetric dispersal

Journal of Theoretical Biology, Journal Year: 2025, Volume and Issue: unknown, P. 112046 - 112046

Published: Jan. 1, 2025

Language: Английский

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Challenges and Limitations of AI in Wildlife Conservation

Advances in environmental engineering and green technologies book series, Journal Year: 2025, Volume and Issue: unknown, P. 97 - 132

Published: Jan. 10, 2025

Artificial Intelligence (AI) has become a transformative tool in wildlife conservation, enabling advanced data analysis, species monitoring, and habitat management. However, its application faces significant challenges. This chapter examines the technical, ethical, practical obstacles associated with AI conservation. Technically, AI's success depends on quality quantity of available data, biases collection can result flawed models predictions. Ethically, concerns arise over use surveillance technologies that could infringe rights indigenous communities, broader implications AI-driven decisions biodiversity Additionally, challenges such as inadequate infrastructure remote areas, limited funding, need for greater interdisciplinary collaboration are explored. Through critical aims to provide balanced perspective role advocating thoughtful innovative approach maximize potential while addressing limitations.

Language: Английский

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Soft Underwater Robots: The Perfect Tool for Exploring Fragile Ecosystems

Marine Technology Society Journal, Journal Year: 2025, Volume and Issue: 59(1), P. 93 - 95

Published: Jan. 24, 2025

Language: Английский

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Importance‐Performance Evaluation of Coral Reef Conservation in Advancing the Bioeconomy of Marine Tourism in Bali, Indonesia

Aquatic Conservation Marine and Freshwater Ecosystems, Journal Year: 2025, Volume and Issue: 35(3)

Published: March 1, 2025

ABSTRACT This research investigates the interplay between community engagement, psychological factors, and coral reef conservation in context of Bali's marine tourism bioeconomy. By examining drivers such as belief climate change, trust government initiatives, personal experiences with pollution, we show how these social factors shape responses participation conservation. Through use Importance‐Performance Analysis logistic regression models, identify critical that either promote or impede involvement protection efforts. Key indicators assessed included: implementation nurseries, protected areas, public education campaigns, responsible workshops, volunteer programs for cleaning, incentivized actions, local committees, stakeholder engagement sessions. The findings indicated effective management strategies must address not only ecological challenges but also socio‐economic realities. Integrating insights perspectives into efforts is shown to significantly bolster their effectiveness sustainability. study highlights need adaptive approaches are informed by both data feedback, aiming cultivate resilient ecosystems communities face global change.

Language: Английский

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Six decades of global coral bleaching monitoring: a review of methods and call for enhanced standardization and coordination

Frontiers in Marine Science, Journal Year: 2025, Volume and Issue: 12

Published: March 26, 2025

Coral bleaching poses a severe threat to the health and survival of global coral reef ecosystems, with recent events surpassing historical heat stress records. To address this crisis, improved long-term monitoring, communication, coordination are urgently required enhance conservation, management, policy responses. This study reviews survey methodologies datasets spanning 1963 2022, identifying key challenges in methodological standardization, including database duplication inconsistencies naming reporting metrics. These issues hinder comparative analyses contribute discrepancies impact assessments. We developed typology twenty-nine methods used across various scales, encompassing remote sensing tools, underwater surveys, specimen collection. Analysis 77,370 observations from three major revealed that 9.36% entries lacked descriptions. Among recorded methods, belt transects (42%), line point intercept (33%), random surveys (17%) were most widely applied. Practitioner underscored dominance situ transect visual highlighting growing adoption photo quadrats—an emerging yet underrepresented technique existing datasets. assessments, we propose standardized framework ensures open access accessible data aligns decision-makers’ needs for efficient aggregation interoperability better understand temporal spatial events. A globally coordinated coalition should unify protocols, improve data-sharing capabilities, empower regional networks through targeted training, incentives, communication channels. Strengthening field capacity taxonomy methodologies, alongside integrating advanced will quality comparability. Additionally, creating precise geolocated bridge on-the-ground systems, refining accuracy satellite-based early warning tools. Establishing interoperable online platforms further streamline integration accessibility, providing robust foundation support responses foster impactful conservation initiatives.

Language: Английский

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Marine Intelligent Technology as a Strategic Tool for Sustainable Development: A Five-Year Systematic Analysis

Journal of Marine Science and Engineering, Journal Year: 2025, Volume and Issue: 13(5), P. 855 - 855

Published: April 25, 2025

Marine ecosystems are vital for maintaining biodiversity and ecological balance. However, these face severe threats from habitat destruction, pollution, climate change, overfishing. Addressing challenges requires innovative solutions, including the adoption of marine intelligent technologies. This study examines role technologies in promoting ocean sustainability. By integrating bibliometric trend analyses 777 publications (2020–2024), identifies critical research directions disparities application across ecosystems, shipping, fisheries. Key findings reveal that have transformative potential, enabling real-time environmental monitoring, enhancing port operations, reducing footprints The highlights importance collaborative efforts policy formulation, technological advancement, global cooperation to achieve United Nations’ Sustainable Development Goal 14. Insights this provide feasible pathways aligning innovation with sustainable management resources.

Language: Английский

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From Remote Sensing to Artificial Intelligence in Coral Reef Monitoring

Machines, Journal Year: 2024, Volume and Issue: 12(10), P. 693 - 693

Published: Oct. 1, 2024

This review comprehensively covers the development of viable unmanned underwater vehicles based on their technical capabilities, in particular those designed to conduct research exploration ecosystems and address environmental issues through analysis coral reef vulnerability. The most important elements be obtained are situ data samples for characterization, supported by molecular biomarkers marine ecology indicators. following aspects considered this study: first, geographic distribution reefs study biological approaches detection evaluate vulnerability detailed; then, technologies currently available briefly described, ranging from large-scale capture local-scale directly region, taking advantage remote sensing systems assisted aerial technologies, vehicles, artificial intelligence mapping, monitoring, management as well characterization vulnerability; this, existing vehicle generally explained, including a categorical description an updated highlighted list innovative robust that have been used applications; capabilities such throughout missions they subjected presented bibliographic references; finally, promotes multidisciplinary work integrate developments associated knowledge areas order obtain synergies face challenges related massive scale degradation worldwide.

Language: Английский

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PAFPT: Progressive aggregator with feature prompted transformer for underwater image enhancement

Expert Systems with Applications, Journal Year: 2024, Volume and Issue: 262, P. 125539 - 125539

Published: Oct. 28, 2024

Language: Английский

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A Hybrid Model Combining Improved Weighted Wolf Optimization and Reinforcement Learning for Estimating Electric Vehicle Travel Time

SN Computer Science, Journal Year: 2024, Volume and Issue: 5(8)

Published: Nov. 14, 2024

Language: Английский

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Monitoring Aquatic Debris in a Water Environment Using a Remotely Operated Vehicle (ROV): A Comparative Study with Implications of Algal Detection in Lake Como (Northern Italy)

Environments, Journal Year: 2024, Volume and Issue: 12(1), P. 3 - 3

Published: Dec. 27, 2024

This study investigates underwater debris in a freshwater lake using remotely operated vehicles (ROVs) during two distinct survey periods: 2019 and 2024. The primary objective was to count document visible (metal plastic) on the lakebed based ROV video recordings. A total of 356 items were observed 2019, while only 39 recorded notable decrease visibility 2024 is likely attributed dense algal growth months, which hindered visual identification objects lakebed. highlights challenges monitoring systems, particularly periods high activity, can significantly impact detection efforts. While ROVs have proven effective identifying submerged clear water, this research underscores their limitations under reduced conditions caused by blooms, turbidity diminishing quality. results provide valuable insights into temporal variation contribute ongoing efforts improve techniques.

Language: Английский

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