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95 Results Found

  • Article
  • Open Access
3 Citations
2,043 Views
23 Pages

Settlement Forecast of Marine Soft Soil Ground Improved with Prefabricated Vertical Drain-Assisted Staged Riprap Filling

  • Xue-Ting Wu,
  • Jun-Ning Liu,
  • Adel Alowaisy,
  • Noriyuki Yasufuku,
  • Ryohei Ishikura and
  • Meilani Adriyati

By comparing different settlement forecast methods, eight methods were selected considering the creep of marine soft soils in this case study, including the Hyperbolic Method (HM), Exponential Curve Method (ECM), Pearl Growth Curve Modeling (PGCM), G...

  • Article
  • Open Access
4 Citations
2,851 Views
21 Pages

Undercrossing construction can cause severe structural deformation of the above existing tunnel in operation. The induced longitudinal differential settlement between the segments can pose a huge risk to running subways, hence it is of great importan...

  • Article
  • Open Access
7 Citations
5,604 Views
26 Pages

Predicting Near-Future Built-Settlement Expansion Using Relative Changes in Small Area Populations

  • Jeremiah J. Nieves,
  • Maksym Bondarenko,
  • Alessandro Sorichetta,
  • Jessica E. Steele,
  • David Kerr,
  • Alessandra Carioli,
  • Forrest R. Stevens,
  • Andrea E. Gaughan and
  • Andrew J. Tatem

12 May 2020

Advances in the availability of multi-temporal, remote sensing-derived global built-/human-settlements datasets can now provide globally consistent definitions of “human-settlement” at unprecedented spatial fineness. Yet, these data only...

  • Article
  • Open Access
42 Citations
4,257 Views
11 Pages

Tunnel Surface Settlement Forecasting with Ensemble Learning

  • Ke Yan,
  • Yuting Dai,
  • Meiling Xu and
  • Yuchang Mo

26 December 2019

Ground surface settlement forecasting in the process of tunnel construction is one of the most important techniques towards sustainable city development and preventing serious damages, such as landscape collapse. It is evident that modern artificial...

  • Article
  • Open Access
3 Citations
2,688 Views
19 Pages

Forecasting Population Migration in Small Settlements Using Generative Models under Conditions of Data Scarcity

  • Kirill Zakharov,
  • Albert Aghajanyan,
  • Anton Kovantsev and
  • Alexander Boukhanovsky

3 September 2024

Today, the problem of predicting population migration is essential in the concept of smart cities for the proper development planning of certain regions of the country, as well as their financing and landscaping. In dealing with population migration...

  • Article
  • Open Access
97 Citations
4,903 Views
17 Pages

On the Use of Neuro-Swarm System to Forecast the Pile Settlement

  • Danial Jahed Armaghani,
  • Panagiotis G. Asteris,
  • Seyed Alireza Fatemi,
  • Mahdi Hasanipanah,
  • Reza Tarinejad,
  • Ahmad Safuan A. Rashid and
  • Van Van Huynh

11 March 2020

In civil engineering applications, piles (deep foundations) are pushed into the ground in order to perform as steady support of structures. As these type of foundations are able to carry a huge amount of load, they should be carefully designed in ter...

  • Article
  • Open Access
119 Citations
25,617 Views
24 Pages

Agritourism-A Sustainable Development Factor for Improving the ‘Health’ of Rural Settlements. Case Study Apuseni Mountains Area

  • Ramona Ciolac,
  • Tabita Adamov,
  • Tiberiu Iancu,
  • Gabriela Popescu,
  • Ramona Lile,
  • Ciprian Rujescu and
  • Diana Marin

9 March 2019

Agritourism is a complex activity, a chance maybe today to ensure both human health and the “health” of the environment and rural settlements in order to achieve a most wanted desideratum, the sustainability of the rural environment. The...

  • Review
  • Open Access
20 Citations
6,073 Views
20 Pages

Applications of Machine Learning in Mechanised Tunnel Construction: A Systematic Review

  • Feng Shan,
  • Xuzhen He,
  • Haoding Xu,
  • Danial Jahed Armaghani and
  • Daichao Sheng

30 May 2023

Tunnel Boring Machines (TBMs) have become prevalent in tunnel construction due to their high efficiency and reliability. The proliferation of data obtained from site investigations and data acquisition systems provides an opportunity for the applicat...

  • Article
  • Open Access
6 Citations
2,026 Views
31 Pages

9 February 2024

Global environmental impacts such as climate change require behavior from society that aims to minimize greenhouse gas emissions. This includes the substitution of fossil fuels with other energy sources. An important aspect of efficient and sustainab...

  • Article
  • Open Access
593 Views
22 Pages

10 July 2025

High-quality growth of the construction industry and an improved human settlements environment are essential to sustainable urbanization. Existing studies have paid limited systematic attention to the spatial and temporal dynamics of the coordinated...

  • Review
  • Open Access
19 Citations
3,850 Views
22 Pages

5 October 2022

Climate issues have affected the sustainable development of global human settlements, and carbon, an essential factor affecting climate change, has become a hotspot of academic concern. This paper analyzes the research characteristics, stages and pla...

  • Article
  • Open Access
6 Citations
3,144 Views
19 Pages

2 July 2021

Although the Korean government plans to increase its share of variable renewable energies (VREs), the Korean power market is not sufficiently mature to accommodate a large increase in VRE generation. Thus, the Korean system operator plans to introduc...

  • Feature Paper
  • Article
  • Open Access
5 Citations
1,704 Views
22 Pages

22 March 2025

The 2050 global ambition for a carbon-neutral society is increasing the penetration of the most competitive variable renewable technologies, onshore wind and solar PV. These technologies are known for their near-zero marginal costs but highly variabl...

  • Article
  • Open Access
988 Views
18 Pages

24 March 2025

Settlement issues at airports pose a significant threat to operational safety, particularly in coastal regions, where land reclamation introduces unique challenges. The complexities of marine foundations, the difficulties in investigating reclaimed l...

  • Article
  • Open Access
3 Citations
2,572 Views
23 Pages

22 October 2024

A database of 195 field records of long-term settlement of high-rise buildings in Shanghai soft coastal clays is presented. The collected field records are divided into two categories based on pile type, i.e., bored pile and precast pile. Based on th...

  • Article
  • Open Access
15 Citations
3,528 Views
17 Pages

2 July 2021

To explore the future development state of urban and rural settlements, we combined random forest algorithm (RFA) and cellular automata (CA) to simulate high precision in urban and rural settlements in Aksu city. The settlement distribution was predi...

  • Feature Paper
  • Article
  • Open Access
1,451 Views
17 Pages

1 November 2024

To ensure the safe repurposing of post-mining landscapes, understanding and managing geotechnical risks, particularly ground movements such as settlements on opencast mining dump surfaces, is critical. Satellite-based radar interferometry (InSAR) tec...

  • Article
  • Open Access
6 Citations
4,879 Views
23 Pages

Prediction of Muddy Floods Using High-Resolution Radar Precipitation Forecasts and Physically-Based Erosion Modeling in Agricultural Landscapes

  • Phoebe Hänsel,
  • Stefan Langel,
  • Marcus Schindewolf,
  • Andreas Kaiser,
  • Arno Buchholz,
  • Falk Böttcher and
  • Jürgen Schmidt

16 September 2019

The monitoring, modeling, and prediction of storm events and accompanying heavy rain is crucial for intensively used agricultural landscapes and its settlements and transport infrastructure. In Saxony, Germany, repeated and numerous storm events trig...

  • Review
  • Open Access
3 Citations
3,254 Views
21 Pages

25 February 2022

A critical review of urban planning scientific aspects of the study of the globalization of settlement systems, including the impact of cross-border and transcontinental links on global urban and interethnic integration and communication processes, i...

  • Article
  • Open Access
5 Citations
3,661 Views
17 Pages

3 January 2020

We introduce a generalization of the one-dimensional accelerated failure time model allowing the covariate effect to be any positive function of the covariate. This function and the baseline hazard rate are estimated nonparametrically via an iterativ...

  • Article
  • Open Access
1 Citations
736 Views
17 Pages

Predicting Soft Soil Settlement with a FAGSO-BP Neural Network Model

  • Binhui Ma,
  • Yarui Xiao,
  • Tian Lan,
  • Chao Zhang,
  • Zengliang Wang,
  • Zeshi Xiang,
  • Yuqi Li and
  • Zijing Zhao

17 April 2025

Aiming at the problem that it is difficult to consider the prediction of foundation settlement in the case of multi-parameter coupling effect by theoretical formulas and numerical analysis, the fireworks algorithm with gravitational search operator (...

  • Article
  • Open Access
561 Views
20 Pages

RMCMamba: A Multi-Factor High-Speed Railway Bridge Pier Settlement Prediction Method Based on RevIN and MARSHead

  • Junjie Liu,
  • Xunqiang Gong,
  • Qi Liang,
  • Zhiping Chen,
  • Tieding Lu,
  • Rui Zhang and
  • Wenfei Mao

30 October 2025

The precise prediction of high-speed railway bridge pier settlement plays a crucial role in construction, maintenance, and long-term operation; however, current mainstream prediction methods mostly rely on independent analyses based on traditional or...

  • Article
  • Open Access
2,873 Views
21 Pages

14 November 2023

The proliferation of renewable energy sources has presented challenges for Balancing Responsible Parties (BRPs) in accurately forecasting production and consumption. This issue is being addressed through the emergence of the balancing markets, which...

  • Article
  • Open Access
7 Citations
2,999 Views
14 Pages

11 January 2023

In this paper, a new prediction model for accurately recognizing and appropriately evaluating the trends of domestic chemical products and for improving the forecasting accuracy of the chemical products’ prices is proposed. The proposed model u...

  • Article
  • Open Access
773 Views
15 Pages

11 July 2025

To explore a more accurate prediction method for subgrade settlement induced by underpass construction, this study takes the existing railway project of Ningbo Yuanyi Road underpass as a case to construct a subgrade settlement prediction model based...

  • Article
  • Open Access
7 Citations
1,945 Views
18 Pages

10 October 2023

The load and settlement histories of stage-constructed embankments provide critical insights into long-term surface behavior under embankment loading. However, these data often remain underutilized in predicting post-construction settlement in the ab...

  • Article
  • Open Access
19 Citations
4,547 Views
20 Pages

31 August 2018

Rural settlement land consolidation potential calculation is the basic work of land consolidation. An accurate potential is essential to rural development planners and policy makers as a project target or prediction. The traditional calculation metho...

  • Proceeding Paper
  • Open Access
4 Citations
3,270 Views
11 Pages

Deep Representation Learning for Cluster-Level Time Series Forecasting

  • Tsegamlak T. Debella,
  • Bethelhem S. Shawel,
  • Maxime Devanne,
  • Jonathan Weber,
  • Dereje H. Woldegebreal,
  • Sofie Pollin and
  • Germain Forestier

In today’s data-driven world, time series forecasting is an intensively investigated temporal data mining technique. In practice, there is a range of forecasting techniques that have been proven to be efficient at capturing different aspects of...

  • Article
  • Open Access
4 Citations
3,191 Views
26 Pages

Predictive Analytics of Air Temperature in Alaskan Permafrost Terrain Leveraging Two-Level Signal Decomposition and Deep Learning

  • Aymane Ahajjam,
  • Jaakko Putkonen,
  • Emmanuel Chukwuemeka,
  • Robert Chance and
  • Timothy J. Pasch

9 January 2024

Local weather forecasts in the Arctic outside of settlements are challenging due to the dearth of ground-level observation stations and high computational costs. During winter, these forecasts are critical to help prepare for potentially hazardous we...

  • Article
  • Open Access
7 Citations
1,596 Views
15 Pages

Study on the Force Model of Squeezed Branch Piles Based on Surface Potential Characteristics

  • Siqing Zhang,
  • Xiaofei Liu,
  • Huajie Zhang,
  • Chunde Piao and
  • Yue Niu

1 September 2023

Squeezed branch piles, which boast the advantages of great bearing capacity, small settlement, and good stability, are an important infrastructure in the foundation of buildings, and their safety state is related to the safety of the entire structure...

  • Article
  • Open Access
665 Views
21 Pages

19 September 2025

Ground settlement caused by urban subway construction can significantly impact surrounding buildings and underground infrastructure, posing risks to structural safety and long-term performance. Accurate prediction of settlement trends is therefore es...

  • Article
  • Open Access
14 Citations
3,683 Views
15 Pages

Stage-Specific Transcriptomes of the Mussel Mytilus coruscus Reveals the Developmental Program for the Planktonic to Benthic Transition

  • Yu-Qing Wang,
  • Qi Liu,
  • Yan Zhou,
  • Lizhi Chen,
  • Yue-Ming Yang,
  • Xue Shi,
  • Deborah M. Power and
  • Yi-Feng Li

21 January 2023

Many marine invertebrate larvae undergo complex morphological and physiological changes during the planktonic—benthic transition (a.k.a. metamorphosis). In this study, transcriptome analysis of different developmental stages was used to uncover...

  • Review
  • Open Access
94 Citations
15,561 Views
16 Pages

Climate change has the potential to have many significant impacts on aeroallergens such as pollen and mould spores, and therefore related diseases such as asthma and allergic rhinitis. This paper critically reviews this topic, with a focus on the pot...

  • Article
  • Open Access
40 Citations
4,952 Views
21 Pages

Forecasting of Built-Up Land Expansion in a Desert Urban Environment

  • Shawky Mansour,
  • Mohammed Alahmadi,
  • Peter M. Atkinson and
  • Ashraf Dewan

23 April 2022

In recent years, socioeconomic transformation and social modernisation in the Gulf Cooperation Council (GCC) states have led to tremendous changes in lifestyle and, subsequently, expansion of urban settlements. This accelerated growth is pronounced n...

  • Article
  • Open Access
1 Citations
1,816 Views
23 Pages

7 October 2024

Surface subsidence resulting from block caving mining causes considerable environmental and economic harm in mining areas, highlighting the critical need for accurate predictions of surface subsidence. Given the unique features of the block caving te...

  • Article
  • Open Access
20 Citations
6,532 Views
25 Pages

3 March 2021

Forecasting scenarios of future intra-urban land-use (intra-urban-LU) expansion can help to curb the historically unplanned urbanization in cities in sub-Saharan Africa (SSA) and promote urban sustainability. In this study, we applied the neural netw...

  • Article
  • Open Access
1,011 Views
24 Pages

5 August 2025

In the Italian intra-day electricity market (MI-XBID), where energy positions can be adjusted up to one hour before delivery, imbalance charges due to forecast errors from non-programmable renewable sources represent a critical issue. This work focus...

  • Feature Paper
  • Article
  • Open Access
16 Citations
4,930 Views
27 Pages

Forecasting in Blockchain-Based Local Energy Markets

  • Michael Kostmann and
  • Wolfgang K. Härdle

16 July 2019

Increasingly volatile and distributed energy production challenges traditional mechanisms to manage grid loads and price energy. Local energy markets (LEMs) may be a response to those challenges as they can balance energy production and consumption l...

  • Article
  • Open Access
277 Views
17 Pages

A Multi-Agent Closed-Loop Decision-Making Framework for Joint Forecasting and Bidding in Electricity Spot Markets

  • Shicheng Zhang,
  • Wangli Deng,
  • Yuqin Zhang,
  • Zhijun Jing,
  • Ning Guo,
  • Jianyu Yu,
  • Bo Wang and
  • Mei Liao

11 December 2025

With increasing renewable energy integration, electricity spot markets exhibit high volatility and uncertainty, making it difficult to balance profit and risk. To address this challenge, this paper proposes Joint (Version 1.0), a multi-agent closed-l...

  • Article
  • Open Access
4 Citations
3,936 Views
25 Pages

Settlement Analysis of Concrete-Walled Buildings Using Soil–Structure Interactions and Finite Element Modeling

  • Jonny D. Patrício,
  • Alexandre D. Gusmão,
  • Sílvio R. M. Ferreira,
  • Fernando A. N. Silva,
  • Hassan Jafarian Kafshgarkolaei,
  • António C. Azevedo and
  • João M. P. Q. Delgado

This study examines the performance of mat foundations in 13 blocks of eight-story concrete-walled residential buildings. Topographic monitoring bolts were used to monitor the slab’s construction, which was 0.35 m thick and comprised an area of...

  • Article
  • Open Access
9 Citations
3,315 Views
13 Pages

16 October 2019

City disaster resilience and urban environmental cleanliness are two representative indicators used to assess the safety of human settlements in China’s Sustainability Development Goals (SDGs). Traditional research on SDGs mainly concentrated a...

  • Proceeding Paper
  • Open Access
1 Citations
1,217 Views
8 Pages

Empirical findings based on a bivariate logistic regression model with two SME categories (successful and failed) indicate that by adding non-financial indicators to the model based on financial variables, the accuracy of forecasting increases signif...

  • Article
  • Open Access
1 Citations
2,130 Views
23 Pages

Stochastic Approaches Systems to Predictive and Modeling Chilean Wildfires

  • Hanns de la Fuente-Mella,
  • Claudio Elórtegui-Gómez,
  • Benito Umaña-Hermosilla,
  • Marisela Fonseca-Fuentes and
  • Gonzalo Ríos-Vásquez

19 October 2023

Whether due to natural causes or human carelessness, forest fires have the power to cause devastating damage, alter the habitat of animals and endemic species, generate insecurity in the population, and even affect human settlements with significant...

  • Article
  • Open Access
43 Citations
7,533 Views
23 Pages

14 July 2020

The main goal of the article is the evaluation of usefulness of CORINE Land Cover (CLC) data—acquired predominantly by visual interpretation of Landsat satellite imagery—for monitoring of changes in settlement development and land use. Th...

  • Article
  • Open Access
8 Citations
4,352 Views
23 Pages

16 August 2021

The full-scale static pile loading test is without question the most reliable methodology for estimating the ultimate capacity of large diameter bored piles (LDBP). However, in most cases, the obtained load-settlement curves from LDBP loading tests t...

  • Article
  • Open Access
11 Citations
5,372 Views
13 Pages

23 July 2017

There is no natural inertia in a photovoltaic (PV) generator and changes in irradiation can be seen immediately at the output power. Moving cloud shadows are the dominant reason for fast PV power fluctuations taking place typically within a minute be...

  • Article
  • Open Access
5 Citations
2,012 Views
19 Pages

20 June 2024

With advancements in mineral processing technology, the disposal of fine-grained tailings has increasingly become a significant challenge. The geotextile tube method, characterized by its use of a permeable fabric and its cost-effectiveness, has grad...

  • Review
  • Open Access
39 Citations
7,464 Views
16 Pages

The Application of Machine Learning Techniques in Geotechnical Engineering: A Review and Comparison

  • Wei Shao,
  • Wenhan Yue,
  • Ye Zhang,
  • Tianxing Zhou,
  • Yutong Zhang,
  • Yabin Dang,
  • Haoyu Wang,
  • Xianhui Feng and
  • Zhiming Chao

19 September 2023

With the development of data collection and storage capabilities in recent decades, abundant data have been accumulated in geotechnical engineering fields, providing opportunities for the usage of machine learning approaches. Thus, a rising number of...

  • Article
  • Open Access
5 Citations
4,910 Views
26 Pages

Geospatial Intelligence and Machine Learning Technique for Urban Mapping in Coastal Regions of South Aegean Volcanic Arc Islands

  • Pavlos Krassakis,
  • Andreas Karavias,
  • Paraskevi Nomikou,
  • Konstantinos Karantzalos,
  • Nikolaos Koukouzas,
  • Stavroula Kazana and
  • Issaak Parcharidis

19 August 2022

Coastal environments are globally recognized for their spectacular morphological characteristics as well as economic opportunities, such as fisheries and tourism industries. However, climate change, growth in tourism, and constant coastal urban spraw...

  • Article
  • Open Access
545 Views
21 Pages

13 October 2025

In the context of deep foundation pit excavation, the settlement of surrounding buildings is a critical indicator for safety assessment and early warning. Due to the non-stationary and nonlinear characteristics of settlement data, traditional predict...

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