Strategic Deployment of AI and Drones Enhancing Disaster Management in Natural Disasters DOI
R. Singh, Geetha Manoharan, Samrath Singh

et al.

Advances in computational intelligence and robotics book series, Journal Year: 2024, Volume and Issue: unknown, P. 172 - 203

Published: May 6, 2024

The emergence of artificial intelligence (AI) and unmanned aerial vehicles (UAVs), commonly known as drones, has revolutionized disaster management practices, particularly in the context natural disasters. In recent years, there been a notable surge integration innovative smart connected devices platforms, including drones UAVs, into extensive network internet things (IoT). AI IoT presents numerous challenges, opportunities, implications for leveraging them management. This study offers an in-depth overview several applications various stages this review, authors have explored evolution paradigms, management, challenges disruptive technologies shaping field. reveals that application great potential can enhance resilience community.

Language: Английский

UAV remote sensing applications in marine monitoring: Knowledge visualization and review DOI

Zongyao Yang,

Xueying Yu, Simon Dedman

et al.

The Science of The Total Environment, Journal Year: 2022, Volume and Issue: 838, P. 155939 - 155939

Published: May 13, 2022

Language: Английский

Citations

183

UAV Implementations in Urban Planning and Related Sectors of Rapidly Developing Nations: A Review and Future Perspectives for Malaysia DOI Creative Commons
Aisyah Marliza Muhmad Kamarulzaman, Wan Shafrina Wan Mohd Jaafar, Mohd Nizam Mohd Said

et al.

Remote Sensing, Journal Year: 2023, Volume and Issue: 15(11), P. 2845 - 2845

Published: May 30, 2023

The rapid growth of urban populations and the need for sustainable planning development has made Unmanned Aerial Vehicles (UAVs) a valuable tool data collection, mapping, monitoring. This article reviews applications UAV technology in development, particularly Malaysia. It explores potential UAVs to transform infrastructure projects enhance systems, underscoring importance advanced Southeast Asia developing nations worldwide. Following PRISMA 2020 statement, this adopts systematic review process identifies 98 relevant studies out 591 records, specifically examining use planning. emergence UAV-as-a-service sector led specialized companies offering operations site inspections, 3D modeling structures terrain, boundary assessment, area estimation, master plan formulation, green space analysis, environmental monitoring, archaeological monument mapping. have proven be versatile tools with across multiple fields, including precision agriculture, forestry, construction, surveying, disaster response, security, education. They offer advantages such as high-resolution imagery, accessibility, operational safety. Varying policies regulations concerning usage countries present challenges commercial research UAVs. In Malaysia, become essential addressing associated urbanization, traffic congestion, sprawl, pollution, inadequate social facilities. However, several obstacles overcome before can effectively deployed, regulatory barriers, limited flight time range, restricted awareness, lack skilled personnel, concerns regarding security privacy. Successful implementation requires coordination among public bodies, industry stakeholders, public. Future Malaysia should prioritize building identification, using results study propel advancements other ASEAN countries.

Language: Английский

Citations

45

Between monitoring and surveillance: Geographies of emerging drone technologies in contemporary conservation DOI Creative Commons
Naomi Millner, B. J. Newport, Chris Sandbrook

et al.

Progress in Environmental Geography, Journal Year: 2024, Volume and Issue: 3(1), P. 17 - 39

Published: Feb. 4, 2024

Conservation has employed technologies for monitoring and visual capture since its inception in the nineteenth century. Since then, capacities of conservation have developed considerably, affording a wide range data relating to ecological change biodiversity loss. However, new introduce fresh ethical political issues into environmental protection, especially as they can be used – deliberately or accidentally collect information about human activities. This potential is important, given that many areas protection are also longstanding conflict. We focus here on implications surrounding drones, which photographic video footage include images humans. review approaches technology, visuality, surveillance across beyond geography over last two decades, teasing out conceptual support nuanced critical analysis drones. Our focuses ways drones alter (i) processes decision-making, (ii) dynamics fearmongering control, (iii) securitisation protected areas, (iv) production circulation (racial) stereotypes, (v) practices outcomes justice. unpack these themes through three case studies from our own fieldwork, clarifying intentional non-intentional emerge, will vital explore further future.

Language: Английский

Citations

20

Assessment of marine litter through remote sensing: recent approaches and future goals DOI

Paula María Salgado-Hernanz,

Joan Bauzà Llinàs, Carme Alomar

et al.

Marine Pollution Bulletin, Journal Year: 2021, Volume and Issue: 168, P. 112347 - 112347

Published: April 23, 2021

Language: Английский

Citations

88

Drones as a Threat to Wildlife: YouTube Complements Science in Providing Evidence about Their Effect DOI Open Access

Natalia Rebolo-Ifrán,

Maricel Graña Grilli, Sergio A. Lambertucci

et al.

Environmental Conservation, Journal Year: 2019, Volume and Issue: 46(3), P. 205 - 210

Published: June 14, 2019

Summary Although drones are becoming very common in the skies, most concerns about their use not focused on possible impact wildlife. We used information available from scientific literature effects of wildlife and complement it with Internet (YouTube) to evaluate whether recreational activities using produce behavioural responses Scientific papers specifically evaluating scarce but increasing. Nonetheless, we found abundant videos which many species different taxonomic groups multiple countries presented drone overflights. Furthermore, 26% that were disturbed included one International Union for Conservation Nature categories threat. aerial terrestrial habitats more likely show a response than those occupying aquatic habitats. The is source evidence disturbances should be considered, particularly activities. advocate technology, argue funding effort devoted impacts call educational programmes laypeople who recreation research regulations sensitive areas.

Language: Английский

Citations

85

UAV Framework for Autonomous Onboard Navigation and People/Object Detection in Cluttered Indoor Environments DOI Creative Commons
Juan Sandino, Fernando Vanegas, Frédéric Maire

et al.

Remote Sensing, Journal Year: 2020, Volume and Issue: 12(20), P. 3386 - 3386

Published: Oct. 16, 2020

Response efforts in emergency applications such as border protection, humanitarian relief and disaster monitoring have improved with the use of Unmanned Aerial Vehicles (UAVs), which provide a flexibly deployed eye sky. These been further advances autonomous behaviours obstacle avoidance, take-off, landing, hovering waypoint flight modes. However, most UAVs lack decision making for navigating complex environments. This limitation creates reliance on ground control stations to and, therefore, their communication systems. The challenge is even more indoor operations, where strength Global Navigation Satellite System (GNSS) signals absent or weak compromises aircraft behaviour. paper proposes UAV framework navigation address uncertainty partial observability from imperfect sensor readings cluttered scenarios. design allocates computing processes onboard controller companion computer UAV, allowing it explore dangerous areas without supervision physical presence human operator. system illustrated under Search Rescue (SAR) scenario detect locate victims inside simulated office building. problem modelled Partially Observable Markov Decision Process (POMDP) solved real time through Augmented Belief Trees (ABT) algorithm. Data collected using Hardware Loop (HIL) simulations tests. Experimental results show robustness proposed at various levels location uncertainty. ensures personal safety by letting environments intervention

Language: Английский

Citations

76

UAS-Based Archaeological Remote Sensing: Review, Meta-Analysis and State-of-the-Art DOI Creative Commons
Efstathios Adamopoulos, Fulvio Rinaudo

Drones, Journal Year: 2020, Volume and Issue: 4(3), P. 46 - 46

Published: Aug. 19, 2020

Over the last decade, we have witnessed momentous technological developments in unmanned aircraft systems (UAS) and lightweight sensors operating at various wavelengths, beyond visible spectrum, which can be integrated with aerial platforms. These innovations made feasible close-range high-resolution remote sensing for numerous archaeological applications, including documentation, prospection, monitoring bridging gap between satellite, high-altitude airborne, terrestrial of historical sites landscapes. In this article, track progress so far, by systematically reviewing literature relevant to combined use UAS platforms visible, infrared, multi-spectral, hyper-spectral, laser, radar reveal features otherwise invisible archaeologists applied non-destructive techniques. We review, specific applications their global distribution, as well commonly used platforms, sensors, data-processing workflows. Furthermore, identify contemporary state-of-the-art discuss challenges that already been overcome, those not, propose suggestions future research.

Language: Английский

Citations

72

Existing and emerging uses of drones in restoration ecology DOI Creative Commons
Jake M. Robinson, Peter A. Harrison, Suzanne Mavoa

et al.

Methods in Ecology and Evolution, Journal Year: 2022, Volume and Issue: 13(9), P. 1899 - 1911

Published: June 26, 2022

Abstract In the absence of effective and scalable human intervention, up to 95% world's ecosystems will be affected by anthropogenic degradation 2050. Therefore, immediate large‐scale ecological restoration is imperative stem biodiversity loss ecosystem decline. Ecologists must draw upon most efficient tools available achieve successful goals. Drones (i.e., unmanned aerial vehicles) are a valuable set in environmental, forestry, agriculture sectors; however, there has been limited uptake ecology. Here, we aim highlight existing emerging uses drones science practice. We discuss strengths weaknesses these applications provide roadmap for increasing utilisation refine enhance objectives. Our article presented with continuum mind, including sections planning, implementation monitoring. also take novel approach describing how relate globally recognised tool published Society Ecological Restoration . used several scenarios from mapping habitats managing wildfires, monitoring effectiveness interventions. Many other disciplines can transferred scenarios. However, use context‐dependent, technical practical constraints need addressed. have considerable potential improve practice at all stages project, which vital realising goals UN Decade on Ecosystem Restoration.

Language: Английский

Citations

64

Opportunities and risks in the use of drones for studying animal behaviour DOI Creative Commons
Lukas Schad, Julia Fischer

Methods in Ecology and Evolution, Journal Year: 2022, Volume and Issue: 14(8), P. 1864 - 1872

Published: June 18, 2022

Abstract In the last decade, drones have become an affordable technology offering highly mobile aerial platforms that can carry a range of sensory equipment into hitherto uncharted areas. Drones thus widely applicable tool for surveying animal populations and habitats to assist conservation efforts or study behavioural ecology species by monitoring individual group behaviour. Here, we review current applications drone surveys potential recently developed computer algorithms automatic detection tracking in footage. We further which factors are reportedly associated with disturbance during presentations how may be used anti‐predator Drone their environments allow scientists create digital terrain models habitats, estimate abundance, monitor behaviour composition, spatial organization movement groups. As influence many bird mammal directly, they also provide experimental responses novel situations, including itself. conclude combined use automated software population estimates opens new possibilities collective With regard drone‐related as predator models, recommend interpret results against background population‐specific predation pressure sources anthropogenic disturbance.

Language: Английский

Citations

59

Integrating artificial intelligence in biodiversity conservation: bridging classical and modern approaches DOI
Fazal Ullah, Saddam Saqib, You‐Cai Xiong

et al.

Biodiversity and Conservation, Journal Year: 2024, Volume and Issue: unknown

Published: Nov. 25, 2024

Language: Английский

Citations

14