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  • Review
  • Open Access
12 Citations
2,666 Views
18 Pages

Research Progress in Spatiotemporal Dynamic Simulation of LUCC

  • Wenhao Wan,
  • Yongzhong Tian,
  • Jinglian Tian,
  • Chengxi Yuan,
  • Yan Cao and
  • Kangning Liu

18 September 2024

Land Use and Land Cover Change (LUCC) represents the interaction between human societies and the natural environment. Studies of LUCC simulation allow for the analysis of Land Use and Land Cover (LULC) patterns in a given region. Moreover, these stud...

  • Article
  • Open Access
8 Citations
3,171 Views
15 Pages

17 February 2021

Accurate simulation of pollution load at basin scale is very important for controlling pollution. Although data-driven models are increasingly popular in water environment studies, they are not extensively utilized in the simulation of pollution load...

  • Article
  • Open Access
5 Citations
2,722 Views
20 Pages

VST-PCA: A Land Use Change Simulation Model Based on Spatiotemporal Feature Extraction and Pre-Allocation Strategy

  • Minghao Liu,
  • Qingxi Luo,
  • Jianxiang Wang,
  • Lingbo Sun,
  • Tingting Xu and
  • Enming Wang

Land use/cover change (LUCC) refers to the phenomenon of changes in the Earth’s surface over time. Accurate prediction of LUCC is crucial for guiding policy formulation and resource management, contributing to the sustainable use of land, and m...

  • Article
  • Open Access
19 Citations
7,180 Views
24 Pages

Sentinel-1 Spatiotemporal Simulation Using Convolutional LSTM for Flood Mapping

  • Noel Ivan Ulloa,
  • Sang-Ho Yun,
  • Shou-Hao Chiang and
  • Ryoichi Furuta

6 January 2022

The synthetic aperture radar (SAR) imagery has been widely applied for flooding mapping based on change detection approaches. However, errors in the mapping result are expected since not all land-cover changes are flood-induced, and those changes are...

  • Article
  • Open Access
3 Citations
2,025 Views
24 Pages

23 October 2024

Lightning-induced forest fires frequently inflict substantial damage on forest ecosystems, with the Daxing’anling region in northern China recognized as a high-incidence region for such phenomena. To elucidate the occurrence patterns of forest...

  • Article
  • Open Access
1 Citations
389 Views
27 Pages

10 December 2025

Oasis regions in arid northwestern China represent critical interfaces for watershed ecological security and rural sustainable development. However, under escalating resource constraints and intensifying human–land conflicts, the disorderly exp...

  • Article
  • Open Access
1 Citations
874 Views
27 Pages

12 April 2025

The system subject, resilience capacity, and factor endowment are the core elements of resilient city construction. A rational assessment of urban resilience is crucial for transforming the urban governance paradigm. This study develops an analytical...

  • Article
  • Open Access
13 Citations
2,100 Views
19 Pages

14 September 2023

As an important ecological hinterland in Hunan Province, the Dongting Lake area has an irreplaceable role in regional socioeconomic development. However, owing to rapid environmental changes and complex land use relationships, land use/land cover (LU...

  • Article
  • Open Access
2 Citations
1,375 Views
19 Pages

16 January 2025

The ecological health of Hebei Province is critical to the sustainable development of the Beijing–Tianjin–Hebei region. However, the increasing intensity of land use in recent years has placed significant pressure on local ecosystems, mak...

  • Article
  • Open Access
302 Views
22 Pages

29 January 2026

As a core city in central China and a key node of the Changsha–Zhuzhou–Xiangtan (CZT) Metropolitan Area, Changsha has experienced profound territorial space restructuring amid rapid urbanization and high-quality development. This study fo...

  • Review
  • Open Access
30 Citations
9,983 Views
21 Pages

DengueME: A Tool for the Modeling and Simulation of Dengue Spatiotemporal Dynamics

  • Tiago França Melo De Lima,
  • Raquel Martins Lana,
  • Tiago Garcia De Senna Carneiro,
  • Cláudia Torres Codeço,
  • Gabriel Souza Machado,
  • Lucas Saraiva Ferreira,
  • Líliam César De Castro Medeiros and
  • Clodoveu Augusto Davis Junior

The prevention and control of dengue are great public health challenges for many countries, particularly since 2015, as other arboviruses have been observed to interact significantly with dengue virus. Different approaches and methodologies have been...

  • Article
  • Open Access
25 Citations
9,322 Views
21 Pages

Dynamic visual simulation of flood risk is crucial for scientific and intelligent emergency management of flood disasters, in which data quality, availability, visualization, and interoperability are important. Here, a seamless integration of a spati...

  • Article
  • Open Access
2 Citations
1,302 Views
20 Pages

Investigation of Spatio-Temporal Simulation of Mining Subsidence and Its Determinants Utilizing the RF-CA Model

  • Jikun Xu,
  • Chaode Yan,
  • Baowei Zhang,
  • Xuanchi Chen,
  • Xu Yan,
  • Rongxing Wang,
  • Binhang Yu and
  • Muhammad Waseem Boota

27 January 2025

It is important to carry out timely scientific assessments of surface subsidence in coal resource cities for ecological environmental protection. Traditional subsidence simulation methods cannot quantitatively describe the driving factors that contri...

  • Article
  • Open Access
1 Citations
1,600 Views
20 Pages

The Field Monitoring and Numerical Simulation of Spatiotemporal Effects During Deep Excavation in Mucky Soft Soil: A Case Study

  • Qiang Wu,
  • Jianxiu Wang,
  • Yanxia Long,
  • Xuezeng Liu,
  • Guanhong Long,
  • Shuang Ding,
  • Li Zhou,
  • Huboqiang Li and
  • Muhammad Akmal Hakim bin Hishammuddin

14 February 2025

The issue of geotechnical hazards induced by excavation in soft soil areas has become increasingly prominent. However, the retaining structure and surface settlement deformation induced by the creep of soft soil and spatial effect of the excavation s...

  • Article
  • Open Access
11 Citations
4,748 Views
23 Pages

11 October 2021

Mangrove forests are important woody plant communities that grow in the intertidal zone between land and sea. They provide important social, ecological and economic services to coastal areas. In recent years, the growth environment of mangrove forest...

  • Article
  • Open Access
2 Citations
759 Views
23 Pages

29 March 2025

As an important component of the global carbon cycle, the variation patterns and driving mechanisms of the productivity and carbon sink capacity of subtropical forest ecosystems urgently need in-depth research. In this study, taking the forest ecosys...

  • Article
  • Open Access
2 Citations
2,734 Views
19 Pages

A Sensor-Based Simulation Method for Spatiotemporal Event Detection

  • Yuqin Jiang,
  • Andrey A. Popov,
  • Zhenlong Li,
  • Michael E. Hodgson and
  • Binghu Huang

Human movements in urban areas are essential to understand human–environment interactions. However, activities and associated movements are full of uncertainties due to the complexity of a city. In this paper, we propose a novel sensor-based ap...

  • Article
  • Open Access
1 Citations
1,110 Views
30 Pages

2 July 2025

The middle reaches of the Yangtze River are important bases for high-tech, advanced manufacturing, and modern service industries in China, as well as a demonstration area for the coordination of economic and ecological construction, which plays an im...

  • Article
  • Open Access
14 Citations
3,235 Views
16 Pages

Spatio-Temporal Evolution and Future Simulation of Agricultural Land Use in Xiangxi, Central China

  • Hui Xiang,
  • Yinhua Ma,
  • Rongrong Zhang,
  • Hongji Chen and
  • Qingyuan Yang

18 April 2022

Researches on agricultural land use would help the stakeholders to make better decisions about agricultural resources. However, studies on agricultural land have been lacking. In this context, Xiangxi was chosen as a typical region, and five indicato...

  • Article
  • Open Access
6 Citations
2,953 Views
17 Pages

Simulation of Spatiotemporal Variations in Cotton Lint Yield in the Texas High Plains

  • Seungtaek Jeong,
  • Taehwan Shin,
  • Jong-Oh Ban and
  • Jonghan Ko

15 March 2022

This study aimed to simulate the spatiotemporal variation in cotton (Gossypium hirsutum L.) growth and lint yield using a remote sensing-integrated crop model (RSCM) for cotton. The developed modeling scheme incorporated proximal sensing data and sat...

  • Article
  • Open Access
7 Citations
2,180 Views
21 Pages

Spatio-Temporal Evolution and Multi-Scenario Simulation of Non-Grain Production on Cultivated Land in Jiangsu Province, China

  • Chengge Jiang,
  • Lingzhi Wang,
  • Wenhua Guo,
  • Huiling Chen,
  • Anqi Liang,
  • Mingying Sun,
  • Xinyao Li and
  • Hichem Omrani

13 May 2024

Cultivated land plays a crucial role as the basis of grain production, and it is essential to effectively manage the unregulated expansion of non-grain production (NGP) on cultivated land in order to safeguard food security. The study of NGP has garn...

  • Article
  • Open Access
10 Citations
3,492 Views
18 Pages

10 May 2019

Mine safety is of primary concern in the underground coal mining system. At present, there is a lack of an efficient platform to manage the numerical simulation procedure and inherent spatiotemporal data for coal mine disasters. This necessitates the...

  • Article
  • Open Access
1 Citations
984 Views
25 Pages

Simulation of the Carbon Cycle’s Spatiotemporal Dynamics in the Hangzhou Forest Ecosystem and How It Responds to Phenology

  • Mengchen Hu,
  • Huaqiang Du,
  • Xuejian Li,
  • Guomo Zhou,
  • Fangjie Mao,
  • Zihao Huang,
  • Jie Xuan and
  • Yinyin Zhao

25 April 2025

The carbon cycle of forest ecosystems is a component of the global terrestrial ecosystem carbon cycle, and the productivity of forest ecosystems is significantly influenced by vegetation phenology. In this investigation, we simulated the spatiotempor...

  • Article
  • Open Access
4 Citations
1,587 Views
18 Pages

Long-Term Spatiotemporal Pattern and Temporal Dynamic Simulation of Pine Wilt Disease

  • Zhuoqing Hao,
  • Wenjiang Huang,
  • Biyao Zhang,
  • Yifan Chen,
  • Guofei Fang,
  • Jing Guo and
  • Yucong Zhang

21 January 2025

As a prominent forest pest on international quarantine lists, pine wilt disease (PWD) is characterized by its ease of transmission, rapid onset, high mortality rate, and the complexity of its prevention and control. The disease inflicts devastating d...

  • Article
  • Open Access
10 Citations
3,854 Views
16 Pages

5 December 2019

To obtain high-precision precipitation simulation results, different types of rainfall events in the Ili Region are simulated by using the Weather Research and Forecasting (WRF) model with different physical parameterization schemes. According to the...

  • Article
  • Open Access
2 Citations
1,565 Views
21 Pages

11 January 2025

As climate change intensifies, extreme drought events have become more frequent, and investigating the mechanisms of watershed drought has become highly significant for basin water resource management. This study utilizes the WRF-Hydro model in conju...

  • Article
  • Open Access
1 Citations
1,861 Views
20 Pages

Improvement of Stable Atmospheric Boundary Simulation with High-Spatiotemporal-Resolution Nudging over the North China Plain

  • Tingting Xu,
  • Zhuohao Peng,
  • Yan Wang,
  • Chaoyue Wan,
  • Shenlan Liu,
  • Shuqiao Jiang,
  • Xiaolu Tang and
  • Xilin Zhao

25 February 2024

The WRF model often struggles to accurately replicate specific characteristics of the atmospheric boundary layer, particularly under highly stable conditions. In this study, we reconstructed an OBS-nudging module using meteorological data with high s...

  • Article
  • Open Access
32 Citations
5,938 Views
21 Pages

Spatiotemporal Simulation of Net Ecosystem Productivity and Its Response to Climate Change in Subtropical Forests

  • Junlong Zheng,
  • Fangjie Mao,
  • Huaqiang Du,
  • Xuejian Li,
  • Guomo Zhou,
  • Luofan Dong,
  • Meng Zhang,
  • Ning Han,
  • Tengyan Liu and
  • Luqi Xing

20 August 2019

Subtropical forests have great potential as carbon sinks; however, the relationship between net ecosystem productivity (NEP) and climate change is still unclear. This study took Zhejiang Province, a subtropical region, as an example. Based on remote...

  • Article
  • Open Access
18 Citations
4,131 Views
18 Pages

Simulation of Spatiotemporal Land Use Changes for Integrated Model of Socioeconomic and Ecological Processes in China

  • Honglei Jiang,
  • Xia Xu,
  • Mengxi Guan,
  • Lingfei Wang,
  • Yongmei Huang and
  • Yinghui Liu

2 July 2019

Land use/land cover changes (LULCC) have been affected by ecological processes as well as socioeconomic and human activities, resulting in several environmental problems. The study of the human–environment system combined with land use/land cover dyn...

  • Article
  • Open Access
250 Views
16 Pages

12 January 2026

Deep foundation excavation in water-rich sand strata presents complex deformation characteristics driven by fluid–solid interaction, which distinguishes it from excavations in cohesive soft clay. This study investigates the spatiotemporal evolu...

  • Article
  • Open Access
11 Citations
3,124 Views
26 Pages

Spatiotemporal LUCC Simulation under Different RCP Scenarios Based on the BPNN_CA_Markov Model: A Case Study of Bamboo Forest in Anji County

  • Zihao Huang,
  • Huaqiang Du,
  • Xuejian Li,
  • Meng Zhang,
  • Fangjie Mao,
  • Di’en Zhu,
  • Shaobai He and
  • Hua Liu

Simulating spatiotemporal land use and land cover change (LUCC) data precisely under future climate scenarios is an important basis for revealing the carbon cycle response of forest ecosystems to LUCC. In this paper, a coupling model consisting of a...

  • Article
  • Open Access
1,763 Views
14 Pages

28 April 2023

The processes of land use and cover change (LUCC) are highly diverse and complex, being heavily influenced by natural factors, economic factors, and other related factors. These changes have a significant impact on ecological environments and landsca...

  • Article
  • Open Access
3 Citations
3,173 Views
25 Pages

Route choice is a complex issue in simulating individual behaviors and reproducing collective phenomena during evacuations. A growing concern has been given to the individual cognitive mechanism to investigate how routing decisions are made in specif...

  • Article
  • Open Access
1,076 Views
27 Pages

Spatiotemporal Dynamic Changes in Cropland and Multi-Scenario Simulation in the Yarlung Zangbo River Basin

  • Mengni He,
  • Yanguo Liu,
  • Liwei Tan,
  • Jingji Li,
  • Ziqin Wang,
  • Yafeng Lu,
  • Wenxu Liu and
  • Qi Tan

7 July 2025

Cropland is crucial for food production, food security, and economic stability, especially in high-altitude Tibetan regions where it is limited. This study investigates the spatiotemporal changes and driving factors of cropland in the Yarlung Zangbo...

  • Article
  • Open Access
394 Views
20 Pages

8 November 2025

Early-age cracking remains a major durability challenge for concrete. It is primarily caused by internal restraint stresses induced by humidity and temperature gradients during hydration. Conventional approaches often fail to capture the coupled and...

  • Article
  • Open Access
1,607 Views
17 Pages

23 November 2024

Represention and modeling the dynamic landslide scenes is essential for gaining a comprehensive understanding and managing them effectively. Existing models, which focus on a single scale make it difficult to fully express the complex, multi-scale sp...

  • Article
  • Open Access
8 Citations
6,863 Views
18 Pages

A Multi-Stage Method for Connecting Participatory Sensing and Noise Simulations

  • Mingyuan Hu,
  • Weitao Che,
  • Qiuju Zhang,
  • Qingli Luo and
  • Hui Lin

22 January 2015

Most simulation-based noise maps are important for official noise assessment but lack local noise characteristics. The main reasons for this lack of information are that official noise simulations only provide information about expected noise levels,...

  • Article
  • Open Access
4 Citations
4,792 Views
12 Pages

1 August 2017

The spring flowering of tree peony (Paeonia suffruticosa) not only attract tens of million tourists every year, but it can also serve as a bio-indicator of climate change. Examining climate-associated spatiotemporal changes in peony flowering can con...

  • Article
  • Open Access
8 Citations
2,096 Views
23 Pages

Predictive Model for EV Charging Load Incorporating Multimodal Travel Behavior and Microscopic Traffic Simulation

  • Haihong Bian,
  • Quance Ren,
  • Zhengyang Guo,
  • Chengang Zhou,
  • Zhiyuan Zhang and
  • Ximeng Wang

28 May 2024

A predictive model for the spatiotemporal distribution of electric vehicle (EV) charging load is proposed in this paper, considering multimodal travel behavior and microscopic traffic simulation. Firstly, the characteristic variables of travel time a...

  • Article
  • Open Access
6 Citations
4,717 Views
27 Pages

Analysis and Model of Cortical Slow Waves Acquired with Optical Techniques

  • Marco Celotto,
  • Chiara De Luca,
  • Paolo Muratore,
  • Francesco Resta,
  • Anna Letizia Allegra Mascaro,
  • Francesco Saverio Pavone,
  • Giulia De Bonis and
  • Pier Stanislao Paolucci

31 January 2020

Slow waves (SWs) are spatio-temporal patterns of cortical activity that occur both during natural sleep and anesthesia and are preserved across species. Even though electrophysiological recordings have been largely used to characterize brain states,...

  • Article
  • Open Access
4 Citations
4,817 Views
24 Pages

Physical simulations aim at modeling and computing spatio-temporal phenomena. As the simulations depend on initial conditions and/or parameter settings whose impact is to be investigated, a larger number of simulation runs is commonly executed. Analy...

  • Article
  • Open Access
17 Citations
2,731 Views
16 Pages

5 January 2023

Natural environmental factors and human activity intensity factors, the two main factors that affect the spatial and temporal distribution of PM2.5 concentration near the surface, have different mechanisms of action on PM2.5 concentration. In this pa...

  • Article
  • Open Access
9 Citations
1,812 Views
21 Pages

3 October 2023

The unreasonable development of land use and use of landscape patterns are the primary causes of the unsustainable growth of tourism cities. Dawa District, a well-known tourist destination in China, was chosen as the research object in order to scien...

  • Article
  • Open Access
8 Citations
3,382 Views
19 Pages

14 February 2023

Analysis of urban area function is crucial for urban development. Urban area function features can help to conduct better urban planning and transportation planning. With development of urbanization, urban area function becomes complex. In order to a...

  • Article
  • Open Access
497 Views
20 Pages

30 November 2025

As typical dynamic loads, electric vehicles (EVs) introduce significant uncertainty into distribution network operations due to the randomness of their travel behavior and charging demand. To achieve precise spatiotemporal forecasting of charging loa...

  • Article
  • Open Access
47 Views
32 Pages

18 March 2026

Ground deformation is a major geohazard in many urban areas, requiring reliable monitoring and forecasting for hazard mitigation. Although Multi-Temporal InSAR enables high-resolution deformation monitoring, most prediction approaches rely on single-...

  • Proceeding Paper
  • Open Access
4 Citations
1,732 Views
6 Pages

Wearable Wireless Biosensors for Spatiotemporal Grip Force Profiling in Real Time

  • Rongrong Liu,
  • Florent Nageotte,
  • Philippe Zanne,
  • Michel de Mathelin and
  • Birgitta Dresp-Langley

14 November 2020

The temporal evolution of individual grip force profiles of a novice using a robotic system for minimally invasive endoscopic surgery is analyzed on the basis of thousands of individual sensor data recorded in real time through a wearable wireless se...

  • Article
  • Open Access
1 Citations
724 Views
18 Pages

11 April 2025

To investigate the spatiotemporal distribution of early-age hydration heat-induced temperature fields, this study integrates distributed fiber optic sensing (DFOS) technology with a thermal parameter finite element model (FEM). First, a high-precisio...

  • Article
  • Open Access
93 Citations
8,364 Views
24 Pages

Land use and land cover change is driven by multiple influential factors from environmental and social dimensions in a land system. Land use practices of human decision-makers modify the landscape of the land system, possibly leading to landscape fra...

  • Article
  • Open Access
4 Citations
2,979 Views
25 Pages

Multi-Scale Spatiotemporal Pattern Analysis and Simulation (MSPAS) Model with Driving Factors for Land Cover Change and Sustainable Development Goals: A Case Study of Nepal

  • Wenqi Jia,
  • Xingfa Gu,
  • Xiaofei Mi,
  • Jian Yang,
  • Wenqian Zang,
  • Peizhuo Liu,
  • Jian Yan,
  • Hongbo Zhu,
  • Xuming Zhang and
  • Zhouwei Zhang

12 December 2022

In pursuit of Sustainable Development Goals (SDGs), land cover change (LCC) has been utilized to explore different dynamic processes such as farmland abandonment and urban expansion. The study proposed a multi-scale spatiotemporal pattern analysis an...

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