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ISPRS International Journal of Geo-Information, Volume 13, Issue 8

2024 August - 35 articles

Cover Story: This paper proposes a novel trajectory optimization method using function trees encoded as genetic programs to produce three-dimensional geographic flight routes. Genetic programming (GP), a form of evolutionary computation and an artificial intelligence technique, is used to optimize these functions over tens or hundreds of generations (iterations). A heuristically optimal route is found by applying selective pressures to a population of genetic programs, such as non-intersection with obstacles and restricted areas, along with minimized distance and travel times. GP parameterization is also explored, and its advantageous and detrimental effects are discussed. The proposed algorithm outperforms existing methods in terms of speed and robustness, highlighting the potential for GP applications to complex spatial optimization problems. View this paper
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Articles (35)

  • Article
  • Open Access
12 Citations
4,053 Views
19 Pages

Flood Susceptibility Mapping Using GIS-Based Frequency Ratio and Shannon’s Entropy Index Bivariate Statistical Models: A Case Study of Chandrapur District, India

  • Asheesh Sharma,
  • Mandeep Poonia,
  • Ankush Rai,
  • Rajesh B. Biniwale,
  • Franziska Tügel,
  • Ekkehard Holzbecher and
  • Reinhard Hinkelmann

Flooding poses a significant threat as a prevalent natural disaster. To mitigate its impact, identifying flood-prone areas through susceptibility mapping is essential for effective flood risk management. This study conducted flood susceptibility mapp...

  • Article
  • Open Access
5 Citations
4,328 Views
25 Pages

With the increasing demand for electric vehicle public charging infrastructure (EVPCI), optimizing the charging network to ensure equal access is crucial to promote the sustainable development of the electric vehicle market and clean energy. Due to l...

  • Article
  • Open Access
3,047 Views
27 Pages

Genetic Programming to Optimize 3D Trajectories

  • André Kotze,
  • Moritz Jan Hildemann,
  • Vítor Santos and
  • Carlos Granell

Trajectory optimization is a method of finding the optimal route connecting a start and end point. The suitability of a trajectory depends on not intersecting any obstacles, as well as predefined performance metrics. In the context of unmanned aerial...

  • Article
  • Open Access
1 Citations
1,977 Views
21 Pages

An Improved ANN-Based Label Placement Method Considering Surrounding Features for Schematic Metro Maps

  • Zhiwei Wu,
  • Tian Lan,
  • Chenzhen Sun,
  • Donglin Cheng,
  • Xing Shi,
  • Meisheng Chen and
  • Guangjun Zeng

On schematic metro maps, high-quality label placement is helpful to passengers performing route planning and orientation tasks. It has been reported that the artificial neural network (ANN) has the potential to place labels with learned labeling know...

  • Article
  • Open Access
4 Citations
2,148 Views
20 Pages

The expansion of the digital economy is crucial for halting climate change, as carbon emissions from urban energy use contribute significantly to global warming. This study uses the Difference-in-Differences Model and the Spatial Durbin Model determi...

  • Article
  • Open Access
1 Citations
1,772 Views
15 Pages

The scientific assessment and prediction of nearshore water quality are crucial for marine environment protection efforts. This study is based on a comprehensive analysis of existing assessment and prediction methods and considers the regular and ran...

  • Article
  • Open Access
2 Citations
1,883 Views
24 Pages

Spatial Semantics for the Evaluation of Administrative Geospatial Ontologies

  • Alia I. Abdelmoty,
  • Hanan Muhajab and
  • Abdurauf Satoti

Administrative geography is concerned with the hierarchy of areas related to national and local government in a country. They form an important dataset in the country’s open data provision and act as the geo-referencing backdrop for many types...

  • Article
  • Open Access
3 Citations
2,326 Views
20 Pages

Spatial Planning Data Structure Based on Blockchain Technology

  • Minwen Tang,
  • Wujiao Dai,
  • Changlin Yin,
  • Bing Hu,
  • Jun Chen and
  • Haoming Liu

Spatial planning requires ensuring the legality, uniformity, authority, and relevance of data. Blockchain technology, characterized by tamper-proofing, complete record-keeping, and process traceability, may effectively organize and manage spatial pla...

  • Article
  • Open Access
2 Citations
1,805 Views
16 Pages

Data supplied by mobile phones have become the basis for identifying meaningful places frequently visited by individuals. In this study, we introduce SAMPLID, a new Supervised Approach for Meaningful Place Identification, based on providing a knowled...

  • Article
  • Open Access
8 Citations
3,917 Views
19 Pages

Pre-hospital emergency medical service (PHEMS) is critical for the treatment outcomes of life-threatening injuries and time-sensitive illnesses. Response time, influenced by traffic conditions and the site planning of pre-hospital emergency medical f...

  • Article
  • Open Access
3 Citations
2,375 Views
20 Pages

Second-hand housing transactions constitute a significant segment of the real estate market and are vital for its robust development. The dynamics of these transactions mirror the housing preferences of buyers, and their spatial and temporal analysis...

  • Article
  • Open Access
3 Citations
2,087 Views
28 Pages

Existing studies have limited evidence about the complex nonlinear impact mechanism of road network topology and built environment on bike-sharing systems’ greenhouse gas (GHG) emission reduction benefits. To fill this gap, we examine the nonli...

  • Article
  • Open Access
2 Citations
2,420 Views
21 Pages

The division of urban functional zones is crucial for understanding urban characteristics and aiding in urban management and planning. Traditional methods, like dividing based on blocks and grids, are insufficient for modern demands. To address this,...

  • Article
  • Open Access
1 Citations
2,586 Views
22 Pages

City Transmission Networks: Unraveling Disease Spread Dynamics

  • Hend Alrasheed,
  • Norah Alballa,
  • Isra Al-Turaiki,
  • Fahad Almutlaq and
  • Reham Alabduljabbar

In the midst of global efforts to curb the spread of infectious diseases, researchers worldwide are striving to unravel the intricate spatial and temporal patterns of disease transmission dynamics. Mathematical models are indispensable tools for unde...

  • Article
  • Open Access
9 Citations
3,203 Views
21 Pages

Urban street vitality has been a perennial focus within the domain of urban planning. This study examined spatial patterns of street vitality in the old city of Nanjing during working days and weekends using real-time user datasets (RTUDs). A spatial...

  • Article
  • Open Access
2 Citations
1,722 Views
19 Pages

Efficient and Verifiable Range Query Scheme for Encrypted Geographical Information in Untrusted Cloud Environments

  • Zhuolin Mei,
  • Jing Zeng,
  • Caicai Zhang,
  • Shimao Yao,
  • Shunli Zhang,
  • Haibin Wang,
  • Hongbo Li and
  • Jiaoli Shi

With the rapid development of geo-positioning technologies, location-based services have become increasingly widespread. In the field of location-based services, range queries on geographical data have emerged as an important research topic, attracti...

  • Article
  • Open Access
1 Citations
1,993 Views
20 Pages

As mobile internet and Internet of Things technologies rapidly advance, the amount of spatio-temporal big data have surged, and efficient and secure management solutions are urgently needed. Although cloud storage provides convenience, it also brings...

  • Article
  • Open Access
1 Citations
3,334 Views
22 Pages

Ecological Network Construction Based on Red, Green and Blue Space: A Case Study of Dali City, China

  • Rong Chen,
  • Shunmin Zhang,
  • Xiaoyuan Huang,
  • Xiang Li and
  • Jiansong Peng

Rapid urbanization leads to fragmentation and reduced connectivity of urban landscapes, endangering regional biodiversity conservation and sustainable development. Constructing a red, green, and blue spatial ecological network is an effective way to...

  • Article
  • Open Access
5 Citations
2,207 Views
16 Pages

The equality of healthcare services has been a focus among researchers and policymakers. The maximal accessibility equality (MAE) model is a widely used location-allocation model for the optimization of the accessibility equality of facilities. Howev...

  • Article
  • Open Access
25 Citations
4,937 Views
29 Pages

Amid urban expansion, historic districts face challenges such as declining vitality and deteriorating spatial quality. Using the streets of Xi’an’s historical and cultural district as examples, this research utilizes multisource data, inc...

  • Article
  • Open Access
1 Citations
2,429 Views
21 Pages

DCPMS: A Large-Scale Raster Layer Serving Method for Custom Online Calculation and Rendering

  • Anbang Yang,
  • Feng Zhang,
  • Jie Feng,
  • Luoqi Wang,
  • Enjiang Yue,
  • Xinhua Fan,
  • Jingyi Zhang,
  • Linshu Hu and
  • Sensen Wu

Raster data represent one of the fundamental data formats utilized in GIS. As the technology used to observe the Earth continues to evolve, the spatial and temporal resolution of raster data is becoming increasingly refined, while the data scale is e...

  • Article
  • Open Access
4 Citations
3,980 Views
17 Pages

Demand-responsive transport (DRT) could be an alternative for extending the accessibility of high-speed rail (HSR) servicing cities in rural environments, where fixed public transport does not provide efficient services. This paper proposes a method...

  • Article
  • Open Access
6 Citations
4,053 Views
21 Pages

BS-GeoEduNet 1.0: Blockchain-Assisted Serverless Framework for Geospatial Educational Information Networks

  • Meenakshi Kandpal,
  • Veena Goswami,
  • Yash Pritwani,
  • Rabindra K. Barik and
  • Manob Jyoti Saikia

The integration of a blockchain-supported serverless computing framework enhances the performance of computational and analytical operations and the provision of services within internet-based data centers, rather than depending on independent deskto...

  • Article
  • Open Access
6 Citations
2,734 Views
23 Pages

This study investigates the dynamics of innovation element flows among metropolitan areas and examines the underlying proximity mechanisms that are crucial for elevating urban agglomerations’ innovation levels and spurring their development. Ut...

  • Article
  • Open Access
8 Citations
2,491 Views
23 Pages

Measuring human perception of environmental safety and quantifying the street view elements that affect human perception of environmental safety are of great significance for improving the urban environment and residents’ safety perception. How...

  • Article
  • Open Access
2,133 Views
19 Pages

Assessing healthy cities is a crucial strategy for realizing the concept of “health in all policies”. However, most current quantitative assessment methods for healthy cities are predominantly city-level and often overlook intra-urban eva...

  • Article
  • Open Access
5 Citations
3,513 Views
29 Pages

Challenges to Viticulture in Montenegro under Climate Change

  • António Fernandes,
  • Nataša Kovač,
  • Hélder Fraga,
  • André Fonseca,
  • Sanja Šućur Radonjić,
  • Marko Simeunović,
  • Kruna Ratković,
  • Christoph Menz,
  • Sergi Costafreda-Aumedes and
  • João A. Santos

The Montenegrin climate is characterised as very heterogeneous due to its complex topography. The viticultural heritage, dating back to before the Roman empire, is settled in a Mediterranean climate region, located south of the capital Podgorica, whe...

  • Article
  • Open Access
3 Citations
2,663 Views
15 Pages

This paper contributes to the expansion of green energy production, which is being pursued in order to mitigate climate change and carbon emissions from energy production. It addresses the delineation of areas that are suitable for the application of...

  • Article
  • Open Access
2 Citations
2,284 Views
24 Pages

The global population aging poses new challenges in allocating care facilities for the elderly. This demographic trend also influences economic development and the quality of urban life. However, current research focuses on the supply of elderly care...

  • Article
  • Open Access
6 Citations
2,214 Views
17 Pages

Despite extensive investigations on urban metro passenger flows, their evolving spatiotemporal patterns with the extensions of urban metro networks have not been well understood. Using Shenzhen as a case study city, our study initiates an investigati...

  • Article
  • Open Access
9 Citations
2,617 Views
28 Pages

Built Environment Effect on Metro Ridership in Metropolitan Area of Valparaíso, Chile, under Different Influence Area Approaches

  • Vicente Aprigliano,
  • Sebastian Seriani,
  • Catalina Toro,
  • Gonzalo Rojas,
  • Mitsuyoshi Fukushi,
  • Marcus Cardoso,
  • Marcelino Aurelio Vieira da Silva,
  • Cristo Cucumides,
  • Ualison Rébula de Oliveira and
  • Volker Hochschild
  • + 2 authors

The growing relevance of promoting a transition of urban mobility toward more sustainable modes of transport is leading to efforts to understand the effects of the built environment on the use of railway systems. In this direction, there are challeng...

  • Article
  • Open Access
3 Citations
2,089 Views
20 Pages

Building Height Extraction Based on Spatial Clustering and a Random Forest Model

  • Jingxin Chang,
  • Yonghua Jiang,
  • Meilin Tan,
  • Yunming Wang and
  • Shaodong Wei

Building height (BH) estimation is crucial for urban spatial planning and development. BH estimation using digital surface model data involves obtaining ground and roof elevations. However, vegetation and shadows around buildings affect the selection...

  • Article
  • Open Access
3 Citations
3,054 Views
24 Pages

This study introduces an innovative scheme for classifying uncrewed aerial vehicle (UAV)-derived vehicle trajectory behaviors by employing machine learning (ML) techniques to transform original trajectories into various sequences: space–time, s...

  • Article
  • Open Access
4 Citations
2,450 Views
14 Pages

Measuring the accessibility of each traffic zone to high-speed railway stations can evaluate the ease of the transportation hub in the transportation system. The utility-based model, which captures individual travel behavior and subjective perception...

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ISPRS Int. J. Geo-Inf. - ISSN 2220-9964