ISPRS International Journal of Geo-Information | Highly Cited Papers in 2023–2024
“Graph Neural Network for Traffic Forecasting: The Research Progress”
by Weiwei Jiang, Jiayun Luo, Miao He and Weixi Gu
ISPRS Int. J. Geo-Inf. 2023, 12(3), 100; https://doi.org/10.3390/ijgi12030100
Available online: http://www.mdpi.com/2220-9964/12/3/100
“Big Data Management Algorithms, Deep Learning-Based Object Detection Technologies, and Geospatial Simulation and Sensor Fusion Tools in the Internet of Robotic Things”
by Mihai Andronie, George Lăzăroiu, Mariana Iatagan, Iulian Hurloiu, Roxana Ștefănescu, Adrian Dijmărescu and Irina Dijmărescu
ISPRS Int. J. Geo-Inf. 2023, 12(2), 35; https://doi.org/10.3390/ijgi12020035
Available online: http://www.mdpi.com/2220-9964/12/2/35
“Assessment of Ecosystem Service Value in Response to LULC Changes Using Geospatial Techniques: A Case Study in the Merbil Wetland of the Brahmaputra Valley, Assam, India”
by Durlov Lahon, Dhrubajyoti Sahariah, Jatan Debnath, Nityaranjan Nath, Gowhar Meraj, Pankaj Kumar, Shizuka Hashimoto and Majid Farooq
ISPRS Int. J. Geo-Inf. 2023, 12(4), 165; https://doi.org/10.3390/ijgi12040165
Available online: https://www.mdpi.com/2220-9964/12/4/165
“Mapping with ChatGPT”
by Ran Tao and Jinwen Xu
ISPRS Int. J. Geo-Inf. 2023, 12(7), 284; https://doi.org/10.3390/ijgi12070284
Available online: https://www.mdpi.com/2220-9964/12/7/284
“Multi-Supervised Feature Fusion Attention Network for Clouds and Shadows Detection”
by Huiwen Ji, Min Xia, Dongsheng Zhang and Haifeng Lin
ISPRS Int. J. Geo-Inf. 2023, 12(6), 247; https://doi.org/10.3390/ijgi12060247
Available online: https://www.mdpi.com/2220-9964/12/6/247
“Procedural Point Cloud Modelling in Scan-to-BIM and Scan-vs-BIM Applications: A Review”
by Nuno Abreu, Andry Pinto, Aníbal Matos and Miguel Pires
ISPRS Int. J. Geo-Inf. 2023, 12(7), 260; https://doi.org/10.3390/ijgi12070260
Available online: https://www.mdpi.com/2220-9964/12/7/260
“Spatial Morphological Characteristics and Evolution of Traditional Villages in the Mountainous Area of Southwest Zhejiang”
by Quan Zhu and Shuang Liu
ISPRS Int. J. Geo-Inf. 2023, 12(8), 317; https://doi.org/10.3390/ijgi12080317
Available online: https://www.mdpi.com/2220-9964/12/8/317
“GeoGraphVis: A Knowledge Graph and Geovisualization Empowered Cyberinfrastructure to Support Disaster Response and Humanitarian Aid”
by Wenwen Li, Sizhe Wang, Xiao Chen, Yuanyuan Tian, Zhining Gu, Anna Lopez-Carr, Andrew Schroeder, Kitty Currier, Mark Schildhauer and Rui Zhu
ISPRS Int. J. Geo-Inf. 2023, 12(3), 112; https://doi.org/10.3390/ijgi12030112
Available online: https://www.mdpi.com/2220-9964/12/3/112
“Deep Learning Semantic Segmentation for Land Use and Land Cover Types Using Landsat 8 Imagery”
by Wuttichai Boonpook, Yumin Tan, Attawut Nardkulpat, Kritanai Torsri, Peerapong Torteeka, Patcharin Kamsing, Utane Sawangwit, Jose Pena and Montri Jainaen
ISPRS Int. J. Geo-Inf. 2023, 12(1), 14; https://doi.org/10.3390/ijgi12010014
Available online: https://www.mdpi.com/2220-9964/12/1/14
“Evaluating Landslide Susceptibility Using Sampling Methodology and Multiple Machine Learning Models”
by Yingze Song, Degang Yang, Weicheng Wu, Xin Zhang, Jie Zhou, Zhaoxu Tian, Chencan Wang and Yingxu Song
ISPRS Int. J. Geo-Inf. 2023, 12(5), 197; https://doi.org/10.3390/ijgi12050197
Available online: https://www.mdpi.com/2220-9964/12/5/197
“Investigating Spatial Effects through Machine Learning and Leveraging Explainable AI for Child Malnutrition in Pakistan”
by Xiaoyi Zhang, Muhammad Usman, Ateeq ur Rehman Irshad, Mudassar Rashid and Amira Khattak
ISPRS Int. J. Geo-Inf. 2024, 13(9), 330; https://doi.org/10.3390/ijgi13090330
Available online: https://www.mdpi.com/2220-9964/13/9/330
“Dynamic Graph Convolutional Network-Based Prediction of the Urban Grid-Level Taxi Demand–Supply Imbalance Using GPS Trajectories”
by Haiqiang Yang and Zihan Li
ISPRS Int. J. Geo-Inf. 2024, 13(2), 34; https://doi.org/10.3390/ijgi13020034
Available online: https://www.mdpi.com/2220-9964/13/2/34
“The Application of Space Syntax to Enhance Sociability in Public Urban Spaces: A Systematic Review”
by Reza Askarizad, Patxi José Lamíquiz Daudén and Chiara Garau
ISPRS Int. J. Geo-Inf. 2024, 13(7), 227; https://doi.org/10.3390/ijgi13070227
Available online: https://www.mdpi.com/2220-9964/13/7/227
“Enhancing Maritime Navigational Safety: Ship Trajectory Prediction Using ACoAtt–LSTM and AIS Data”
by Mingze Li, Bing Li, Zhigang Qi, Jiashuai Li and Jiawei Wu
ISPRS Int. J. Geo-Inf. 2024, 13(3), 85; https://doi.org/10.3390/ijgi13030085
Available online: https://www.mdpi.com/2220-9964/13/3/85
“Community Quality Evaluation for Socially Sustainable Regeneration: A Study Using Multi-Sourced Geospatial Data and AI-Based Image Semantic Segmentation”
by Jinliu Chen, Wenquan Gan, Ning Liu, Pengcheng Li, Haoqi Wang, Xiaoxin Zhao and Di Yang
ISPRS Int. J. Geo-Inf. 2024, 13(5), 167; https://doi.org/10.3390/ijgi13050167
Available online: https://www.mdpi.com/2220-9964/13/5/167
“Is ChatGPT a Good Geospatial Data Analyst? Exploring the Integration of Natural Language into Structured Query Language within a Spatial Database”
by Yongyao Jiang and Chaowei Yang
ISPRS Int. J. Geo-Inf. 2024, 13(1), 26; https://doi.org/10.3390/ijgi13010026
Available online: https://www.mdpi.com/2220-9964/13/1/26
“Exploring the Spatiotemporal Effects of the Built Environment on the Nonlinear Impacts of Metro Ridership: Evidence from Xi’an, China”
by Yafei Xi, Quanhua Hou, Yaqiong Duan, Kexin Lei, Yan Wu and Qianyu Cheng
ISPRS Int. J. Geo-Inf. 2024, 13(3), 105; https://doi.org/10.3390/ijgi13030105
Available online: https://www.mdpi.com/2220-9964/13/3/105
“Semantic-Enhanced Graph Convolutional Neural Networks for Multi-Scale Urban Functional-Feature Identification Based on Human Mobility”
by Yuting Chen, Pengjun Zhao, Yi Lin, Yushi Sun, Rui Chen, Ling Yu and Yu Liu
ISPRS Int. J. Geo-Inf. 2024, 13(1), 27; https://doi.org/10.3390/ijgi13010027
Available online: https://www.mdpi.com/2220-9964/13/1/27
“Sustainable and Resilient Land Use Planning: A Multi-Objective Optimization Approach”
by Tomé Sicuaio, Pengxiang Zhao, Petter Pilesjo, Andrey Shindyapin and Ali Mansourian
ISPRS Int. J. Geo-Inf. 2024, 13(3), 99; https://doi.org/10.3390/ijgi13030099
Available online: https://www.mdpi.com/2220-9964/13/3/99
“How Does the 2D/3D Urban Morphology Affect the Urban Heat Island across Urban Functional Zones? A Case Study of Beijing, China”
by Shouhang Du, Yuhui Wu, Liyuan Guo, Deqin Fan and Wenbin Sun
ISPRS Int. J. Geo-Inf. 2024, 13(4), 120; https://doi.org/10.3390/ijgi13040120
Available online: https://www.mdpi.com/2220-9964/13/4/120