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ISPRS International Journal of Geo-Information, Volume 14, Issue 12

December 2025 - 41 articles

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Articles (41)

  • Article
  • Open Access
ISPRS Int. J. Geo-Inf.2025, 14(12), 495;https://doi.org/10.3390/ijgi14120495 
(registering DOI)

13 December 2025

Traditional geoportals depend primarily on keyword-based search, which often fails to retrieve relevant datasets when metadata are heterogeneous, incomplete, or inconsistent with user terminology. This limitation reduces the efficiency of data discov...

  • Article
  • Open Access
160 Views
22 Pages

Temporary pastoral settlements are a keystone of high-mountain ecologies, yet they are not included in any official datasets. Therefore, to fill this gap, this research aims to create the first systematic spatial inventory of high-altitude rural temp...

  • Article
  • Open Access
121 Views
29 Pages

A Graph Data Model for CityGML Utility Network ADE: A Case Study on Water Utilities

  • Ensiyeh Javaherian Pour,
  • Behnam Atazadeh,
  • Abbas Rajabifard,
  • Soheil Sabri and
  • David Norris

Modelling connectivity in utility networks is essential for operational management, maintenance planning, and resilience analysis. The CityGML Utility Network Application Domain Extension (UNADE) provides a detailed conceptual framework for represent...

  • Article
  • Open Access
111 Views
28 Pages

Automatic Detection of Podotactile Pavements in Urban Environments Through a Deep Learning-Based Approach on MLS/HMLS Point Clouds

  • Elisavet Tsiranidou,
  • Daniele Treccani,
  • Andrea Adami,
  • Antonio Fernández and
  • Lucía Díaz-Vilariño

Pedestrian accessibility is a critical dimension of sustainable and inclusive transportation systems, yet many cities lack reliable data on infrastructure features that support visually impaired users. Among these, podotactile paving plays a vital ro...

  • Article
  • Open Access
142 Views
21 Pages

Education Deserts and Local Outcomes: Spatial Dimensions of Educational Inequalities in Romania

  • Angelo-Andi Petre,
  • Liliana Dumitrache,
  • Alina Mareci and
  • Alexandra Cioclu

Spatial accessibility to education represents a key component of spatial justice, yet significant disparities persist between urban and rural areas in Romania. The present paper introduces the concept of education deserts as settlements where the pop...

  • Article
  • Open Access
161 Views
15 Pages

As digital transformation intensifies, the governance of spatial data infrastructures is becoming increasingly dependent on the capacity to generate and sustain trust—technological, institutional and civic. This challenge is particularly acute...

  • Article
  • Open Access
109 Views
17 Pages

Risk of Hypoxia in Short-Term Residents in Qinghai–Xizang Plateau Based on the Disaster System Theory Model

  • Zemin Zhi,
  • Qiang Zhou,
  • Qiong Chen,
  • Fenggui Liu,
  • Yonggui Ma,
  • Ziqian Zhang and
  • Weidong Ma

Recognized as the world’s “Third Pole”, the Qinghai–Xizang Plateau poses significant challenges to human health due to its harsh environment. With improved transportation and a tourism boom industry bringing over 90 million lo...

  • Article
  • Open Access
126 Views
32 Pages

A Novel Region Similarity Measurement Method Based on Ring Vectors

  • Zhi Cai,
  • Hongyu Pan,
  • Shuaibing Lu,
  • Limin Guo and
  • Xing Su

Spatial distribution similarity analysis has extensive application value in multiple domains including geographic information science, urban planning, and engineering site selection. However, traditional regional similarity analysis methods face thre...

  • Article
  • Open Access
215 Views
27 Pages

Nowadays, the number of people enduring extreme commuting is increasing, exacerbating traffic problems and harming individual well-being. To quantify the extreme commuting, we propose an extreme commuting severity (ECS) index that combines the number...

  • Article
  • Open Access
247 Views
30 Pages

This study explores the potential of ChatGPT-4, an AI-powered large language model, to generate thematic maps and compare its outputs to the traditional method in which maps are produced manually by humans using GIS software. Prompt engineering is a...

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