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6,324 Results Found

  • Review
  • Open Access
5 Citations
2,778 Views
32 Pages

A Survey of Spatial Unit Roots

  • Badi H. Baltagi and
  • Junjie Shu

31 March 2024

This paper conducts a brief survey of spatial unit roots within the context of spatial econometrics. We summarize important concepts and assumptions in this area and study the parameter space of the spatial autoregressive coefficient, which leads to...

(This article belongs to the Special Issue Mathematical Economics and Spatial Econometrics)
  • Article
  • Open Access
11 Citations
4,251 Views
23 Pages

4 August 2023

Following the commodification reform of residential properties in China, multi-unit residential buildings (MURBs) have emerged as the most prevalent housing type owing to their high economic value and convenient infrastructure. In recent years, there...

(This article belongs to the Section Sustainable Urban and Rural Development)
  • Article
  • Open Access
22 Citations
4,331 Views
17 Pages

Landslide spatial probability and size are two essential components of landslide susceptibility. However, in existing slope-unit-based landslide susceptibility assessment methods, landslide size has not been explicitly considered. This paper develope...

(This article belongs to the Special Issue Landslide Risk Assessment and Mitigation)
  • Article
  • Open Access
2 Citations
2,290 Views
11 Pages

23 September 2024

In paleobiology and macroevolution research, the spatial aggregation of fossil data can be influenced by the modifiable areal unit problem (MAUP), wherein the selection of different grid-cell sizes for data aggregation can lead to variations in stati...

(This article belongs to the Section Sedimentology, Stratigraphy and Palaeontology)
  • Article
  • Open Access
120 Views
14 Pages

30 October 2026

This study presents an exploratory assessment of industrial-composition similarity and subsequent economic growth in the Chengdu–Chongqing region during 2000–2020, with an emphasis on inferential uncertainty and spatial-unit comparability...

(This article belongs to the Section Sustainable Urban and Rural Development)
  • Article
  • Open Access
3 Citations
5,042 Views
20 Pages

Gestures are hand movements that are produced simultaneously with spoken language and can supplement it by representing semantic information, emphasizing important points, or showing spatial locations and relations. Gestures’ specific features...

(This article belongs to the Special Issue Spatial Intelligence and Learning)
  • Article
  • Open Access
548 Views
35 Pages

11 August 2026

Older adults with dementia in long-term care facilities often become lost, enter unintended rooms, and develop greater dependence on care staff as a result of visuospatial impairment. However, existing dementia-friendly design studies have rarely dis...

(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
  • Article
  • Open Access
25 Citations
7,075 Views
23 Pages

2 February 2019

Different spatial configurations (or scenarios) of multiple best management practices (BMPs) at the watershed scale may have significantly different environmental effectiveness, economic efficiency, and practicality for integrated watershed managemen...

(This article belongs to the Special Issue Impacts of Landscape Change on Water Resources)
  • Article
  • Open Access
5 Citations
4,968 Views
23 Pages

27 August 2025

In the current context where China is continuously emphasizing the construction and supply of indemnificatory housing, and actively promoting the construction of “Better Housing” for such housing, the development experiences of Japan and...

(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
  • Article
  • Open Access
14 Citations
3,681 Views
17 Pages

Enhancing Landslide Susceptibility Mapping by Integrating Neighboring Information in Slope Units: A Spatial Logistic Regression

  • Leilei Li,
  • Mingzhen Jia,
  • Chong Xu,
  • Yingying Tian and ,
  • Siyuan Ma and
  • Jintao Yang
  • + 1 author+ 0 author

28 November 2024

Landslide susceptibility mapping (LSM) is a vital tool for proactive disaster mitigation. Although numerous studies utilize slope units (SUs) for LSM, the limited integration of adjacency information, including spatial autocorrelation, often reduces...

(This article belongs to the Special Issue Application of Remote Sensing Approaches in Geohazard Risk)
  • Article
  • Open Access
3 Citations
3,025 Views
20 Pages

A Seismic Fragility Assessment Method for Urban Function Spatial Units: A Case Study of Xuzhou City

  • Zhitao Fei,
  • Xiaodong Guo,
  • Janes Ouma Odongo,
  • Donghui Ma and ,
  • Yuanyuan Ren,
  • Jiajia Wu,
  • Wei Wang and
  • Junyi Zhu
  • + 3 authors+ 0 author

15 May 2023

Cities that experience earthquake disasters face a lot of uncertainties and unsustainability resulting from the fragility of their infrastructure, which should be considered in engineering. This study proposes a seismic fragility assessment framework...

  • Article
  • Open Access
5 Citations
1,370 Views
26 Pages

6 December 2025

Urban green spaces are pivotal to enhancing carbon sinks and advancing carbon neutrality goals, yet the structural complexity of green space units often leads to scale mismatches and weak spatial responsiveness in current assessments. This study deve...

(This article belongs to the Special Issue Optimizing Urban Green Space Ecosystem Services for Resilient and Sustainable Cities)
  • Article
  • Open Access
4 Citations
2,487 Views
21 Pages

Analysis of Spatial Variability of Plough Layer Compaction by High-Power and No-Tillage Multifunction Units in Northeast China

  • Wenjie Li,
  • Zhenghe Song,
  • Minli Yang,
  • Xiao Yang and ,
  • Zhenhao Luo and
  • Weijie Guo
  • + 1 author+ 0 author

23 September 2022

In this study, we addressed the problem of the spatial variability of plough layer compaction by high-power and no-tillage multifunction units in the management of maize planting in the Great Northern Wilderness in China. A comprehensive field experi...

(This article belongs to the Special Issue Sustainable Farm Equipment for Field Management: Recent Trends and Future Perspectives)
  • Article
  • Open Access
189 Views
35 Pages

Urban vitality is often measured within predefined administrative units, blocks, or grids, limiting its translation into planning-oriented spatial diagnosis. This study examines 34 vitality clusters in the Nanjing Metropolitan Area and develops a mul...

(This article belongs to the Special Issue Innovative Mobility Services for Smart Cities)
  • Article
  • Open Access
30 Citations
4,200 Views
30 Pages

The Temporal and Spatial Evolution of Ecosystem Service Synergy/Trade-Offs Based on Ecological Units

  • Teng Niu,
  • Jiaxin Yu,
  • Depeng Yue,
  • Linzhe Yang and ,
  • Xueqing Mao,
  • Yahui Hu and
  • Qianqian Long
  • + 2 authors+ 0 author

26 July 2021

“Two ecological barriers and three shelters” (TEBTS), which has the effect of relieving ecological pressure, is the national ecological security pattern in China. Calculating the value of TEBTS ecosystem services, clarifying the synergy/trade-off rel...

(This article belongs to the Special Issue Forest Management, Conflict and Social-Ecological Systems in a Changing World)
  • Article
  • Open Access
2 Citations
2,415 Views
27 Pages

A Multifactor Eigenvector Spatial Filtering-Based Method for Resolution-Enhanced Snow Water Equivalent Estimation in the Western United States

  • Yuejun Chen,
  • Yumin Chen,
  • John P. Wilson,
  • Jiaxin Yang and ,
  • Heng Su and
  • Rui Xu
  • + 1 author+ 0 author

31 July 2023

Accurate snow water equivalent (SWE) products are vital for monitoring hydrological processes and managing water resources effectively. However, the coarse spatial resolution (typically at 25 km from passive microwave remote sensing images) of the ex...

(This article belongs to the Section Environmental Remote Sensing)
  • Article
  • Open Access
57 Citations
6,165 Views
24 Pages

Different Approaches to Use Morphometric Attributes in Landslide Susceptibility Mapping Based on Meso-Scale Spatial Units: A Case Study in Rio de Janeiro (Brazil)

  • Vanessa Canavesi,
  • Samuele Segoni,
  • Ascanio Rosi,
  • Xiao Ting and ,
  • Tulius Nery,
  • Filippo Catani and
  • Nicola Casagli
  • + 2 authors+ 0 author

5 June 2020

Landslide susceptibility maps are widely used in landslide hazard management. Although many models have been proposed, mapping unit definition is a matter that still needs to be fully examined. In the literature, the most reported mapping units are p...

(This article belongs to the Special Issue Remote Sensing for Landslide Monitoring, Mapping and Modeling)
  • Article
  • Open Access
4 Citations
2,723 Views
20 Pages

16 December 2023

Global Navigation Satellite System (GNSS) vertical displacements are widely used to infer terrestrial water storage (TWS) variations. The traditional Laplacian inversion requires dedicated efforts to determine the optimal parameters, which has an imp...

(This article belongs to the Special Issue Geodesy of Earth Monitoring System)
  • Article
  • Open Access
28 Citations
4,889 Views
19 Pages

Exploring Impact of Spatial Unit on Urban Land Use Mapping with Multisource Data

  • Xuanyan Dong,
  • Yue Xu,
  • Leping Huang,
  • Zhigang Liu and ,
  • Yi Xu,
  • Kangyong Zhang,
  • Zhongwen Hu and
  • Guofeng Wu
  • + 3 authors+ 0 author

2 November 2020

The ability to precisely map urban land use types can significantly aid urban planning and urban system understanding. In recent years, remote sensing images and social sensing data have been frequently used for urban land use mapping. However, there...

(This article belongs to the Section Urban Remote Sensing)
  • Article
  • Open Access
5 Citations
3,886 Views
15 Pages

26 October 2019

This paper first calculates the departure delay and arrival delay of each flight by mining historical flight data. Then, a new method based on density clustering for identification and visualization of restricted airspace units that considers this ac...

(This article belongs to the Section Sustainable Transportation)
  • Article
  • Open Access
14 Citations
2,764 Views
22 Pages

Gated Recurrent Unit Embedded with Dual Spatial Convolution for Long-Term Traffic Flow Prediction

  • Qingyong Zhang,
  • Lingfeng Zhou,
  • Yixin Su,
  • Huiwen Xia and
  • Bingrong Xu

Considering the spatial and temporal correlation of traffic flow data is essential to improve the accuracy of traffic flow prediction. This paper proposes a traffic flow prediction model named Dual Spatial Convolution Gated Recurrent Unit (DSC-GRU)....

(This article belongs to the Topic Geocomputation and Artificial Intelligence for Mapping)
  • Article
  • Open Access
8 Citations
3,955 Views
24 Pages

Searching for an Optimal Hexagonal Shaped Enumeration Unit Size for Effective Spatial Pattern Recognition in Choropleth Maps

  • Izabela Karsznia,
  • Izabela Małgorzata Gołębiowska,
  • Jolanta Korycka-Skorupa and
  • Tomasz Nowacki

Thoughtful consideration of the enumeration unit size in choropleth map design is important to ensure the correct communication of spatial information. However, the enumeration unit size and its influence on pattern conveying in choropleth maps have...

  • Article
  • Open Access
23 Citations
7,298 Views
20 Pages

There is an increasing need for spatial planning to manage coastal tourism, and applying social media data has emerged as an effective strategy to support coastal tourism spatial planning. Researchers and decision-makers require spatially explicit in...

  • Article
  • Open Access
1,026 Views
27 Pages

Evaluating the Strategic Pathways of Senegal’s National Spatial Data Infrastructure Using the United Nations Integrated Geospatial Information Framework (UN-IGIF)

  • Alla Manga,
  • Amadou Tahirou Diaw,
  • Johannes Van Geertsom,
  • Nicolas S. E. S. Sagna and ,
  • Joep Crompvoets and
  • Mouhammad Abdallah Diallo
  • + 1 author+ 0 author

In the context of growing international recognition of geospatial information as a strategic driver of evidence-based decision-making, digital transformation, and sustainable development, robust assessment frameworks are essential for guiding the dev...

  • Article
  • Open Access
14 Citations
5,069 Views
17 Pages

Attention-Based Spatial–Temporal Convolution Gated Recurrent Unit for Traffic Flow Forecasting

  • Qingyong Zhang,
  • Wanfeng Chang,
  • Conghui Yin,
  • Peng Xiao and ,
  • Kelei Li and
  • Meifang Tan
  • + 1 author+ 0 author

14 June 2023

Accurate traffic flow forecasting is very important for urban planning and traffic management. However, this is a huge challenge due to the complex spatial–temporal relationships. Although the existing methods have researched spatial–temp...

(This article belongs to the Special Issue Application of Information Theory to Physical Modeling and State Awareness in Complex Systems)
  • Article
  • Open Access
30 Citations
13,302 Views
20 Pages

Exploring the Modifiable Areal Unit Problem in Spatial Water Assessments: A Case of Water Shortage in Monsoon Asia

  • Aura Salmivaara,
  • Miina Porkka,
  • Matti Kummu,
  • Marko Keskinen and ,
  • Joseph H. A. Guillaume and
  • Olli Varis
  • + 1 author+ 0 author

3 March 2015

Water shortage (availability per capita) is a key indicator of vulnerability to water scarcity. Spatial datasets enable the assessment of water shortage on multiple scales. The use of river basins and subbasins as analysis and management units is cur...

  • Article
  • Open Access
15 Citations
4,312 Views
25 Pages

3 November 2020

Recently, for public safety and traffic management, traffic flow prediction is a crucial task. The citywide traffic flow problem is still a big challenge in big cities because of many complex factors. However, to handle some complex factors, e.g., sp...

(This article belongs to the Special Issue Future Intelligent Transportation System for Tomorrow and Beyond)
  • Feature Paper
  • Article
  • Open Access
16 Citations
5,151 Views
24 Pages

The concept of neighborhood contagion focus is defined and justified as a basic spatial unit for epidemiological diagnosis and action, and a specific methodological procedure is provided to detect and map focuses and micro-focuses of contagion withou...

  • Article
  • Open Access
9 Citations
2,894 Views
11 Pages

Spatial Variations of Indoor Air Chemicals in an Apartment Unit and Personal Exposure of Residents

  • Hironari Sakamoto,
  • Shigehisa Uchiyama,
  • Tomohiko Isobe,
  • Naoki Kunugita and ,
  • Hironao Ogura and
  • Shoji F. Nakayama
  • + 1 author+ 0 author

Indoor air quality (IAQ) can greatly affect health in people spending much time indoors. However, the influence of IAQ on personal exposure to chemical compounds in Japan remains poorly investigated. Hence, this study aimed to clarify this influence...

  • Article
  • Open Access
2 Citations
5,079 Views
21 Pages

The Hidden Facets: Uncovering the Influence of Region on Social Housing Unit Distribution in Brazil

  • Frederico G. P. Moreira,
  • Lucas E. C. Silva and
  • Victor I. M. dos Santos

30 August 2023

The Brazilian housing program, Minha Casa, Minha Vida (MCMV) (My House, My Life), was launched in 2009 to address the housing deficit issue, with the goal of distributing contracted housing units throughout the Brazilian territory. However, the progr...

(This article belongs to the Special Issue Study on Real Estate and Housing Management)
  • Article
  • Open Access
67 Citations
6,807 Views
16 Pages

7 February 2020

Landslides pose a serious threat to the safety of human life and property in mountainous regions. Susceptibility assessment for landslides is critical in landslide management strategy. Recent studies indicate that the traditional assessment models in...

(This article belongs to the Special Issue Novel Approaches in Landslide Monitoring and Data Analysis)
  • Article
  • Open Access
470 Views
28 Pages

31 May 2026

In power systems, the combined approach of security-constrained unit commitment (SCUC) and economic dispatch (ED) to achieve security-constrained unit commitment and dispatch (SCUCD) is crucial for enhancing the safety, stability, and economic effici...

(This article belongs to the Special Issue Operation, Control, and Planning of New Power Systems)
  • Article
  • Open Access
1,592 Views
18 Pages

28 September 2024

Understanding the spatial patterns of insect pests and their associations with their environments is crucial for developing effective sampling and management plans. This study was conducted to identify optimal sampling units for the hemlock woolly ad...

(This article belongs to the Collection Hemiptera: Ecology, Physiology, and Economic Importance)
  • Article
  • Open Access
119 Views
32 Pages

30 October 2026

Reliable ecosystem service (ES) assessments are essential for sustainable land management and ecological restoration; yet, their implications for decision-making may vary with the spatial units used for analysis. This study examined how spatial repre...

  • Article
  • Open Access
2 Citations
620 Views
35 Pages

19 July 2026

Conservation units for traditional village clusters are often delineated by administrative boundaries or spatial proximity. Yet rural built heritage is shaped by historical routes, terrain conditions, cultural homology, settlement morphology, and rur...

(This article belongs to the Section Architectural Design, Urban Science, and Real Estate)
  • Article
  • Open Access
10 Citations
4,199 Views
16 Pages

22 December 2024

The Grand Canal, the world’s longest artificial waterway, is a cultural treasure deeply embedded in China’s historical traditions. This study emphasizes the importance of safeguarding, preserving, and revitalizing this invaluable heritage...

(This article belongs to the Special Issue Heritage Preservation and Tourism Development)
  • Article
  • Open Access
2 Citations
668 Views
23 Pages

7 July 2026

Quantifying landscape ecological risk (LER) using multi-period land use data and ecological indicators is essential for understanding regional ecological dynamics. However, LER assessment is sensitive to spatial delineation, introducing uncertainty....

(This article belongs to the Special Issue Ecological Environment Remote Sensing and Sustainable Development Evaluation in Coastal Zones)
  • Article
  • Open Access
4 Citations
2,573 Views
17 Pages

5 August 2022

Urban residential carbon dioxide (CO2) emissions have increased sharply along with the rapid urbanization process. Few studies have considered the different effects of influencing factors between Northern and Southern China, and the analysis of CO2 p...

(This article belongs to the Section Air Quality)
  • Article
  • Open Access
2 Citations
1,732 Views
22 Pages

25 September 2025

Optimizing the layout of major productive forces is key in the advancement of high-quality economic development and will inevitably drive significant changes in the spatial pattern of China’s iron and steel enterprises. This study selects 2005,...

(This article belongs to the Section Sustainability in Geographic Science)
  • Article
  • Open Access
24 Citations
5,142 Views
15 Pages

26 March 2020

In this study, we present a united sign coherence factor beamformer for coherent plane-wave compounding (CPWC). CPWC is capable of reaching an image quality comparable to the conventional B-mode with a much higher frame rate. Conventional coherence f...

(This article belongs to the Section Acoustics and Vibrations)
  • Article
  • Open Access
18 Citations
9,720 Views
16 Pages

Mapping Bicycle Crash Risk Patterns on the Local Scale

  • Martin Loidl,
  • Gudrun Wallentin,
  • Robin Wendel and
  • Bernhard Zagel

1 September 2016

Currently, mainly aggregated statistics are used for bicycle crash risk calculations. Thus, the understanding of spatial patterns at local scale levels remains vague. Using an agent-based flow model and a bicycle crash database covering 10 continuous...

(This article belongs to the Special Issue The Return of Cycling—Safety Implications)
  • Article
  • Open Access
20 Citations
5,937 Views
12 Pages

5 March 2013

China has witnessed a fast economic growth in the recent two decades. However, the heavy energy exploitation seems to show a negative relation to regional economic growth. Thus, the issue is whether the energy production is a curse or blessing for th...

  • Article
  • Open Access
3 Citations
4,110 Views
23 Pages

2 January 2024

New territorial units resulting from urban sprawl processes constitute a major challenge for territorial planning. The aim of this paper is to analyze periurban spaces, focusing on the delimitation and characterization of the urban units arising from...

(This article belongs to the Special Issue Methods and Tools for Spatial Modelling of Urban Processes: Multidimensionality, Temporality and Territoriality)
  • Article
  • Open Access
26 Citations
13,895 Views
25 Pages

Social Media Use in American Counties: Geography and Determinants

  • James Pick,
  • Avijit Sarkar and
  • Jessica Rosales

This paper analyzes the spatial distribution and socioeconomic determinants of social media utilization in 3109 counties of the United States. A theory of determinants was modified from the spatially aware technology utilization model (SATUM). Socioe...

(This article belongs to the Special Issue Convergence of GIS and Social Media)
  • Article
  • Open Access
1 Citations
2,606 Views
18 Pages

A Framework for Integrating an Ecological Environment Process and Ecological Security Pattern in a Prefecture-Level City in China

  • Tingshuang Zhang,
  • Sixue Shi,
  • Miao Liu,
  • Chunlin Li and ,
  • Hongyan Yin and
  • Yan Du
  • + 1 author+ 0 author

13 December 2024

Synthetical eco-environmental problems’ treatment is a new stage for certain pollutant control or ecological restoration. Traditional urban planners have focused more on social–economic development but less on eco-environmental considerat...

  • Communication
  • Open Access
3 Citations
2,963 Views
11 Pages

This study investigated electromyography (EMG)–force relations using both simulated and experimental approaches. A motor neuron pool model was first implemented to simulate EMG–force signals, focusing on three different conditions that te...

(This article belongs to the Special Issue Recent Advances in the Application of Mathematical and Computational Models in Biomedical Science and Engineering)
  • Article
  • Open Access
16 Citations
2,636 Views
17 Pages

20 March 2024

The gated recurrent unit (GRU) network can effectively capture temporal information for 1D signals, such as electroencephalography and event-related brain potential, and it has been widely used in the field of EEG emotion recognition. However, multi-...

(This article belongs to the Section Biomedical Sensors)
  • Article
  • Open Access
13 Citations
5,008 Views
18 Pages

In 2006, a policy reform restructured the maternal and perinatal healthcare system, including closing smaller maternity units, to further improve care in Portugal. This study aimed to investigate the effects of the 2006 National Program of Maternal a...

(This article belongs to the Special Issue Health Geography and Its Relevance for Future Public Health)
  • Article
  • Open Access
15 Citations
5,449 Views
15 Pages

Volunteer-contributed geographic data (VGI) is an important source of geospatial big data that support research and applications. A major concern on VGI data quality is that the underlying observation processes are inherently biased. Detecting observ...

(This article belongs to the Special Issue Mapping, Modeling and Prediction with VGI)
  • Feature Paper
  • Article
  • Open Access
10 Citations
4,042 Views
17 Pages

Generation of Homogeneous Slope Units Using a Novel Object-Oriented Multi-Resolution Segmentation Method

  • Yange Li,
  • Jianhua He,
  • Fang Chen,
  • Zheng Han and ,
  • Weidong Wang,
  • Guangqi Chen and
  • Jianling Huang
  • + 2 authors+ 0 author

3 December 2021

The generation of map units is a fundamental step for an appropriate assessment of landslide susceptibility. Recent studies have indicated that the terrain relief-based slope units perform better in homogeneity compared with the grid units. However,...

(This article belongs to the Special Issue Remote Sensing and GIS for Geological Hazards Assessment)

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