AI Implementation Techniques for Finding Earth's Frozen Zones DOI

M. S. Kavitha,

P. Mahalakshmi,

L Manimegalai

et al.

Advances in environmental engineering and green technologies book series, Journal Year: 2023, Volume and Issue: unknown, P. 101 - 114

Published: Dec. 30, 2023

Implementing artificial intelligence (AI) techniques for finding frozen zones worldwide has received sizeable attention in recent years because of the rising worries concerning climate exchange and its results. This summary outlines diverse AI employed this area highlights their blessings limitations. In years, emerged as an effective device figuring out analyzing on Earth. Frozen zones, along with glaciers, ice caps, permafrost regions, play a vital role within Earth's weather device, appearing water reservoirs affecting sea-degree upward push. essay explores programs identifying implementation used technique. The strategies must operate autonomously, minimal human intervention. By applying strategies, researchers can reap extra unique dependable statistics regarding state behavior these leading to deeper expertise alternate influences.

Language: Английский

Modeling hydraulic conductivity function of frozen soil DOI
Xiaokang Li, Xu Li, Xiangsheng Chen

et al.

Journal of Hydrology, Journal Year: 2024, Volume and Issue: 634, P. 131049 - 131049

Published: March 11, 2024

Language: Английский

Citations

10

A thermo-poromechanical model for simulating freeze–thaw actions in unsaturated soils DOI
Biao Li,

Emad Norouzi,

Hong‐Hu Zhu

et al.

Advances in Water Resources, Journal Year: 2024, Volume and Issue: 184, P. 104624 - 104624

Published: Jan. 21, 2024

Language: Английский

Citations

8

Temperature monitoring in levees for detection of seepage DOI Creative Commons
Nicola Fabbian, Paolo Simonini,

Fabio De Polo

et al.

Bulletin of Engineering Geology and the Environment, Journal Year: 2024, Volume and Issue: 83(2)

Published: Feb. 1, 2024

Abstract Improving knowledge of existing levees through investigation and monitoring is an important step in evaluating their safety that the surrounding area. Nevertheless, these activities are complex due to considerable levee length high spatial variability soil composing body foundation, especially when paleo-rivers present. In order investigate reliability new advanced techniques proposed for characterizing stratigraphy seepage condition within a test site was realized along Adige River Bolzano Province (Italy). Here, five boreholes, drilled 20-m-side square area straddling embankment, host four different types equipment, among which some Distributed Fiber Optical Sensors (DFOS), here used detecting temperature variations well. The present paper focuses on critical analysis preliminary results obtained with DFOS comparison data using traditional pressure probes. collected field during passage flood occurred 5th August 2021 better understand hydraulic behavior conditions but also fully assess potential DFOS.

Language: Английский

Citations

7

Near-surface soil hydrothermal response feedbacks landslide activity and mechanism DOI

Xiao Ye,

Hong‐Hu Zhu,

Bing Wu

et al.

Engineering Geology, Journal Year: 2024, Volume and Issue: 341, P. 107690 - 107690

Published: Aug. 22, 2024

Language: Английский

Citations

5

Frozen and unfrozen moisture content estimation in coral calcareous sand during artificial freezing DOI
Dingfeng Cao, Hong‐Hu Zhu,

Zhu Wu

et al.

Engineering Geology, Journal Year: 2024, Volume and Issue: unknown, P. 107770 - 107770

Published: Oct. 1, 2024

Citations

4

Estimating family of soil–water characteristic curves for sandy soils from unimodal grain size distribution and void ratio DOI
Siqi Zhang, Dao-Yuan Tan, Hong‐Hu Zhu

et al.

Journal of Hydrology, Journal Year: 2025, Volume and Issue: 652, P. 132671 - 132671

Published: Jan. 6, 2025

Language: Английский

Citations

0

Water Vapor Transport in Dry Sand During Evaporation Monitored by Quasi‐Distributed Fiber‐Optic Sensing Technology DOI Creative Commons
Jun-Yi Guo, Mengya Sun, Chengcheng Zhang

et al.

Water Resources Research, Journal Year: 2025, Volume and Issue: 61(3)

Published: March 1, 2025

Abstract Water vapor transport in the dry soil layer (DSL) plays a critical role water and energy exchange between atmosphere semi‐arid arid regions. However, monitoring extremely soils remains challenging. This study directly measured changes content temperature within sand pores during evaporation using fiber Bragg grating relative humidity sensing technology. Results indicated that reached minimum when dropped from 100%, confirming sensors successfully captured evaporating front its dynamic migration soil. fluxes exhibited mono‐convex temporal pattern, peaking at front. Additionally, deeper fronts migrated more slowly sands with varying initial content. Furthermore, distribution DSL was found to be depth‐dependent could described by nonlinear function of depth. These findings suggest our method offers novel approach for investigating mechanisms

Language: Английский

Citations

0

Experimental study on progressive interfacial mechanical behaviors using fiber optic sensing cable in frozen soil DOI Creative Commons

Tian-Xiang Liu,

Hong‐Hu Zhu, Qi Li

et al.

Journal of Rock Mechanics and Geotechnical Engineering, Journal Year: 2024, Volume and Issue: unknown

Published: April 1, 2024

Frost heave and thaw settlement in cold regions poses a significant threat to engineering construction. Optical frequency domain reflectometry (OFDR) based on Rayleigh scattering can be applied monitor ground deformation frozen soil areas, where the interface behavior of soil-embedded fiber optic sensors governs monitoring accuracy. In this paper, series pullout tests were conducted (FO) cables embedded investigate cable‒soil behavior. An experimental study was performed interaction effects, particularly focused water content unfrozen soil, freezing duration, differential distribution soil. The high-resolution axial strains FO obtained using sensing interrogator, then used calculate shear stress. interfacial mechanical response analytically modeled elastic-perfectly plastic softening constitutive models. Three periods, correlating with phase change process between ice water, analyzed. results shows that effect amplify peak stress at cable-soil by eight times. A criterion for coupling states proposed normalizing force‒displacement information. Additionally, applicability existing theoretical models discussed comparing back‒calculations measurements. This provides new insights into progressive failure strain cable which assist interpretation deformation.

Language: Английский

Citations

3

Experimental Study on the Freeze–Thaw Characteristics of Clays with Different Initial Moisture Contents and Thawing Temperatures DOI
Tianyu Han, Yao Bai,

Jingtao Zhang

et al.

Journal of Testing and Evaluation, Journal Year: 2025, Volume and Issue: 53(1), P. 121 - 139

Published: Jan. 1, 2025

Abstract To reveal the effects of thawing temperature and initial moisture content on freeze–thaw (F-T) characteristics clays, F-T tests were performed clays with three contents (25 %, 30 35 %) at two temperatures (25°C 70°C). Changes in water specimens before after phenomena changes top surface analyzed. The relationship between change pot-cover effect cracking discussed. results showed that stable freezing % 14.7 79 respectively, both lower than specimen 25 %. With a 70°C, time to reach 0°C was reduced by 35.9 40.57 thaw settlement coefficient 2.4 4.75 When changes, deformation also present certain hysteresis during F-T. upwards net occurred F-T; time, total inside decreased, upper part increased. At same specimen, appeared specimen. More migrated mass less 70°C. Based test results, some suggestions are provided for construction cross passages AGF forced method.

Language: Английский

Citations

0

A self-powered ice growth sensing system for transmission lines based on a triboelectric nanogenerator and a micro thermoelectric generator DOI
Yingli Lu, Changxin Liu, Yi Wang

et al.

Nanoscale, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 1, 2025

Transmission line icing is a major natural hazard affecting overhead power lines, especially under specific meteorological conditions such as low temperatures, high humidity, and strong winds.

Language: Английский

Citations

0