Determination of GIS-Based Landslide Susceptibility and Ground Dynamics with Geophysical Measurements and Machine Learning Algorithms DOI Open Access
Hilmi Dindar, Çağan ALEVKAYALI

International Journal of Geosynthetics and Ground Engineering, Journal Year: 2023, Volume and Issue: 9(4)

Published: July 27, 2023

Language: Английский

Unmanned Aerial Vehicles (UAVs) in Landslide Investigation and Monitoring: A Review DOI Creative Commons
Jianwei Sun, Guoqin Yuan,

Laiyun Song

et al.

Drones, Journal Year: 2024, Volume and Issue: 8(1), P. 30 - 30

Published: Jan. 22, 2024

Over the past decade, Unmanned Aerial Vehicles (UAVs) have emerged as essential tools for landslide studies, particularly in on-site investigations. This paper reviews UAV applications with a focus on static geological characteristics, monitoring temporal and spatial dynamics, responses post-events. We discuss functions limitations of various types UAVs sensors (RGB cameras, multi-spectral thermal IR SAR, LiDAR), outlining their roles data processing methods applications. review focuses UAVs’ geology surveys, emphasizing mapping, modeling characterization. For change monitoring, it provides an overview evolution through UAV-based shedding light dynamic processes. Moreover, this underscores crucial role emergent response scenarios, detailing strategies automated detection using machine learning algorithms. The discussion challenges opportunities highlights need ongoing technology advancements, addressing regulatory hurdles, hover time limitations, 3D reconstruction accuracy potential integration technologies like swarms.

Language: Английский

Citations

28

BIM–GIS Integrated Utilization in Urban Disaster Management: The Contributions, Challenges, and Future Directions DOI Creative Commons
Yu Cao,

Cong Xu,

Nur Mardhiyah Aziz

et al.

Remote Sensing, Journal Year: 2023, Volume and Issue: 15(5), P. 1331 - 1331

Published: Feb. 27, 2023

In the 21st Century, disasters have severe negative impacts on cities worldwide. Given significant casualties and property damage caused by disasters, it is necessary for disaster management organizations public to enhance urban management. As an effective method, BIM (Building Information Modeling)–GIS (Geographic System) integration can significantly improve Despite significance of BIM–GIS integration, there rarely adoption in management, which hinders development quality efficiency To reduce impact this study developed perform a systematic review utilization Through review, capabilities prevention mitigation, response, post-disaster recovery are reviewed analyzed. Moreover, data acquisition approaches, interoperability, analysis methods, future directions integrated process also discussed study, managers effectively familiarize themselves with utilize thereby improving survival rate victims For GIS software developers, support them methods trends thus optimize GIS.

Language: Английский

Citations

40

Safety and Security-Specific Application of Multiple Drone Sensors at Movement Areas of an Aerodrome DOI Creative Commons
Béla Kovács, Fanni Vörös, Tímea Vas

et al.

Drones, Journal Year: 2024, Volume and Issue: 8(6), P. 231 - 231

Published: May 30, 2024

Nowadays, the public service practice applicability of drones and remote sensing sensors is being explored in almost all industrial military areas. In present research, collaboration with different universities, we investigate airport procedures, assessing various potential applications. By exploiting data from sensors, aim to develop methodologies that can assist operations, including managing risk wildlife threats runway safety, infrastructure maintenance, foreign object debris (FOD) detection. Drones equipped provide valuable insight into surface diagnostics, helping assess aprons, taxiways, runways. addition, enhance security effective surveillance threat detection capabilities, as well support existing air traffic control models systems. this paper, our experience applications UAV high-resolution RGB, thermal, LiDAR sensors. Through interdisciplinary innovative methodologies, research aims revolutionize protocols, outlining a path toward safer, more efficient ecosystem.

Language: Английский

Citations

7

Sustainable mining in tropical, biodiverse landscapes: Environmental challenges and opportunities in the archipelagic Philippines DOI Creative Commons
Justine Perry T. Domingo, Gawen R. T. Jenkin, Laura Quick

et al.

Journal of Cleaner Production, Journal Year: 2024, Volume and Issue: 468, P. 143114 - 143114

Published: July 9, 2024

The rising demand for critical metals presents a major economic opportunity mineral-rich countries. For sustainable transition to low-carbon future, it is essential minimise impacts of mineral resource development the environment, ecosystems, and societies these nations. Although there has been considerable progress in social aspects mining sector, environmental metrics are not showing comparable improvement. Philippines exemplifies this challenge as country that aims conserve its exceptional biodiversity maximise ecosystem services while expanding activities growth, geographical setting with high potential vulnerability natural hazards climate change. Similar many areas, baselines mostly non-existent, compounded by legacy despite an established policy framework. We review issues associated large- small-scale identify underlying research challenges opportunities Philippines. Potential pathways include (i) innovative approaches catchment scale characterisation identification contaminant sources; (ii) quantifying predicting transport; (iii) deployment flexible monitoring devices larger-scale water quality programmes; (iv) tailings dam management; (v) assessment metal recovery ores tailings. By integrating geomorphological tools geochemical data, well 2D/3D numerical modelling techniques, becomes possible predict understand behaviour fate contaminants across different spatial temporal scales. cost-effective protocols can help overcome logistical wider range hydrological conditions. Advanced applications remote sensing, combined machine learning, geophysical systems provide new detect footprints observe change dams more effectively. mine wastes be further minimised exploring technologies such use metal-accumulating native plant species environmentally safe solvents reprocess modern Insights from will enable realisation through incorporation findings into existing future governmental small- large-scale practice. This lead society, particularly nations positioned benefit development.

Language: Английский

Citations

7

Assessing the efficiency of the irrigation system in a horticulture field through time-lapse electrical resistivity tomography DOI Creative Commons
Agnese Innocenti, Veronica Pazzi, Marco Napoli

et al.

Irrigation Science, Journal Year: 2024, Volume and Issue: unknown

Published: March 18, 2024

Abstract The characterization by means of geophysical techniques agricultural soils subjected to continuous irrigation cycles makes it possible study the heterogeneity a soil and preferential pathways water flows without disturbing plants. A better knowledge enables optimal resource management in terms crop, yield, sustainability. In this study, time-lapse monitoring using electrical resistivity tomographies (ERT) is proposed as reliable non-invasive technique quantify movement thus variation content during process. ERT surveys have been conducted melon-growing southern Tuscany (Italy). Five survey campaigns carried out between June August 2022, which data collected taking measurements before ( T 0 ), 1 after 2 ) phase. interpretation results provided information on spatial temporal distribution fluxes root zone melons phases. investigation made identify infiltration water, points where absorbed roots, follows pathway instead distributing itself entirely below growth zone. Thus, research suggests that can be used evaluate efficiency system order achieve resource, avoiding flow paths lead less availability for plant.

Language: Английский

Citations

5

Identification of Landslide Precursors for Early Warning of Hazards with Remote Sensing DOI Creative Commons
Katarzyna Strząbała, Paweł Ćwiąkała, Edyta Puniach

et al.

Remote Sensing, Journal Year: 2024, Volume and Issue: 16(15), P. 2781 - 2781

Published: July 30, 2024

Landslides are a widely recognized phenomenon, causing huge economic and human losses worldwide. The detection of spatial temporal landslide deformation, together with the acquisition precursor information, is crucial for hazard prediction risk management. Advanced monitoring systems based on remote sensing techniques (RSTs) play role in management provide important support early warning (EWSs) at local regional scales. purpose this article to present review current state knowledge development RSTs used identifying precursors, as well detecting, monitoring, predicting landslides. Almost 200 articles from 2010 2024 were analyzed, which authors utilized detect potential precursors hazards. applications, challenges, trends RSTs, largely dependent type landslide, deformation pattern, hazards posed by size area interest, also discussed. Although indicates some limitations so far, integrating different technological developments offers opportunity create reliable EWSs improve existing ones.

Language: Английский

Citations

5

Research progress of freeze–thaw rock using bibliometric analysis DOI Creative Commons

Pengtao Zhao,

Ying Wang,

Zhengxuan Xu

et al.

Open Geosciences, Journal Year: 2024, Volume and Issue: 16(1)

Published: Jan. 1, 2024

Abstract Freeze–thaw cycles significantly impact resource development and construction projects in alpine regions. This study presents a bibliometric analysis based on the Web of Science database, spanning period from 2000 to 2023. evaluates status hotspots research trends freeze–thaw rock. Our findings reveal that rock is typical multiauthor, multicounty, multi-institution cooperative field involved many fields. China had highest number (420) peer-review publications. According publications, 28 top 30 institutions are China. The authors, ranked by their contributed 55.4% total cumulative publications has presented an exponential increase over past 23 years, with maximum annual growth rate 36.9%. keyword suggests emergence modern technological techniques, including numerical simulation, microscopic structure analysis, machine learning, recent years augment traditional methods. article also identifies three potential areas for future research, thereby aiding understanding developments, current status, research. Additionally, it provides theoretical basis engineering slope disaster management

Language: Английский

Citations

4

Insights into large landslide mechanisms in tectonically active Agadir, Morocco: The significance of lithological, geomorphological, and soil characteristics DOI Creative Commons

Fatima Machay,

Said El Moussaoui, Hajar El Talibi

et al.

Scientific African, Journal Year: 2023, Volume and Issue: 22, P. e01901 - e01901

Published: Sept. 15, 2023

Landslide susceptibility assessment is crucial for land use planning, infrastructure development, and hazard mitigation, particularly in tectonically active regions where lithology soil characteristics significantly influence slope stability. This study aims to evaluate landslide the Agadir Ida-Ou-Tanane province, a area, using hierarchical multicriteria analysis approach. Eight factors influencing occurrence were considered: lithology, slope, LULC, distance main faults, hypsometry, drainage density, road aspect. Pairwise comparison matrices expert opinion employed determine relative importance of these factors. The consistency ratio (CR) was calculated ensure reliability judgments. resulting map reveals spatial distribution ranging from very low high zones. Lithology, mainly clay, limestone formations, emerged as most influential factor due tectonic context area. model validated observed locations Area Under Curve (AUC) method, yielding reasonable validation accuracy. findings indicate that integrating factors, with particular emphasis on characteristics, effectively identifies areas prone landslides, making valuable tool planning risk management region. contributes understanding provides practical foundation future research decision-making. Regularly monitoring updating necessary its continued relevance utility stakeholders.

Language: Английский

Citations

11

Geophysical Surveys for Geotechnical Model Reconstruction and Slope Stability Modelling DOI Creative Commons
Agnese Innocenti, Ascanio Rosi, Veronica Tofani

et al.

Remote Sensing, Journal Year: 2023, Volume and Issue: 15(8), P. 2159 - 2159

Published: April 19, 2023

Performing a reliable stability analysis of landslide slope requires good understanding the internal geometries and an accurate characterisation geotechnical parameters identified strata. Geotechnical models are commonly based on geomorphological data combined with direct intrusive investigations. However, existence numerous empirical correlations between seismic (e.g., S-wave velocity) in literature has made it possible to investigate areas that difficult reach instrumentation. These often overlooked even though they enable reduction investigation costs time. By means geophysical tests, is fact estimate N-SPT value derive friction angle from results obtained environmental noise measurements. Despite character certain level uncertainty derived estimation parameters, these particularly useful preliminary stages emergency, when straight not available all those soils where other situ tests reliable. were successfully applied Theilly (Western Alps, Italy), model was by integrating multi-parameter survey (H/V ground-penetrating radar) stratigraphic observations, digital terrain field data. The triggering conditions conducted hydrological–geotechnical modelling, evaluating behaviour under different rainfall scenarios considering (or not) stabilisation interventions present slope. filtration analyses for events showed top-down saturation mechanism, which led formation saturated face maximum thickness 5 m. Stability same development shallow first few metres soil. modelling compatible actual evolution phenomenon allow us understand providing support future interventions.

Language: Английский

Citations

10

Rapid landslide detection from free optical satellite imagery using a robust change detection technique DOI Creative Commons
Rosa Coluzzi, Angela Perrone, Caterina Samela

et al.

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: Feb. 8, 2025

In the last decades, availability of multi-source, multi-scale, and multi-resolution remote sensing data consequent progress processing techniques brought a significant positive impact for landslide detection. As result, nowadays also public institutions dealing with geo-hazard management worldwide regularly use satellite products in investigations. Due to complexity phenomenon which might involve displacement massive rocks, soil, both wet dry vegetation from hillslopes, on safety population road infrastructure, development specific procedures rapid detection landslides is extremely challenging. This particularly important first phases risk evaluate extension area involved by movement proceed an initial delimitation so-called alarm zone, where preventive evacuation must be applied. this study, wide-ranging Tasseled Cap Transformation (TCT) proposed as not-sophisticated method able detect different land-change features simultaneously only two (pre- post-event) Sentinel-2 images. The RGB color composite image obtained stacking δTCTBrightness, δTCTGreenness, δTCTWetness, intensity red (R), green (G) blue (B) was provide information landscape changes supported physical nature TCT indices, associating colors characteristics changes. tested over Pomarico site Basilicata region (Southern Italy), define footprint occurred 2019 good accuracy (ACC = 0.95). Therefore, procedure effective involving land-surface spectral (the majority), without need additional in-situ information. Furthermore, free database its frequent revisit times guarantee global exportability.

Language: Английский

Citations

0