Pub Date : 2024-08-20DOI: 10.1080/13658816.2024.2391981
Zehua Zhang, Ziqi Li, Yongze Song
Spatial autoregressive (SAR) models are often used to explicitly account for the spatial dependence underlying geographic phenomena. However, traditional SAR models are specified using a single SAR...
空间自回归（SAR）模型通常用于明确解释地理现象背后的空间依赖性。然而，传统的 SAR 模型是使用单一的 SAR 模型来指定的。
{"title":"On ignoring the heterogeneity in spatial autocorrelation: consequences and solutions","authors":"Zehua Zhang, Ziqi Li, Yongze Song","doi":"10.1080/13658816.2024.2391981","DOIUrl":"https://doi.org/10.1080/13658816.2024.2391981","url":null,"abstract":"Spatial autoregressive (SAR) models are often used to explicitly account for the spatial dependence underlying geographic phenomena. However, traditional SAR models are specified using a single SAR...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"6 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142223872","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-19DOI: 10.1080/13658816.2024.2391982
Chen Zhou, Manchun Li
Polygon characteristics, including area, shape, and topology, may be lost during rasterization, leading to inaccurate analyses. Maintaining multiple characteristics remains a challenging multi-obje...
{"title":"A systematic scheme to maintain multiple characteristics for effective polygon rasterization","authors":"Chen Zhou, Manchun Li","doi":"10.1080/13658816.2024.2391982","DOIUrl":"https://doi.org/10.1080/13658816.2024.2391982","url":null,"abstract":"Polygon characteristics, including area, shape, and topology, may be lost during rasterization, leading to inaccurate analyses. Maintaining multiple characteristics remains a challenging multi-obje...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"38 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142184286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-19DOI: 10.1080/13658816.2024.2391411
Reza Safarzadeh, Xin Wang
Analyzing freight vehicle movements using GPS trajectory data presents challenges due to environmental conditions and hardware limitations impacting data accuracy. Map matching, the process of alig...
{"title":"Map matching on low sampling rate trajectories through deep inverse reinforcement learning and multi-intention modeling","authors":"Reza Safarzadeh, Xin Wang","doi":"10.1080/13658816.2024.2391411","DOIUrl":"https://doi.org/10.1080/13658816.2024.2391411","url":null,"abstract":"Analyzing freight vehicle movements using GPS trajectory data presents challenges due to environmental conditions and hardware limitations impacting data accuracy. Map matching, the process of alig...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"19 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142184287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-19DOI: 10.1080/13658816.2024.2391409
Lingrui Yan, Tinghua Ai, Aji Gao
A hillshade is a visualization technique that represents three-dimensional terrain in a two-dimensional plane by illumination mapping. The digital relief shading promotes the visualization of the t...
山影是一种可视化技术，它通过光照映射在二维平面上表现三维地形。数字浮雕阴影促进了地形的可视化...
{"title":"Integrating terrain structure characteristics into generative adversarial nets for hillshade generation","authors":"Lingrui Yan, Tinghua Ai, Aji Gao","doi":"10.1080/13658816.2024.2391409","DOIUrl":"https://doi.org/10.1080/13658816.2024.2391409","url":null,"abstract":"A hillshade is a visualization technique that represents three-dimensional terrain in a two-dimensional plane by illumination mapping. The digital relief shading promotes the visualization of the t...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"5 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142223866","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-13DOI: 10.1080/13658816.2024.2389410
Milad Malekzadeh, Darja Reuschke, Jed A. Long
Understanding fine-scale dynamics of human mobility patterns is pivotal for effective urban planning, public health strategies, and retail analysis. This study introduces a novel mobility measure –...
{"title":"Quantifying local mobility patterns in urban human mobility data","authors":"Milad Malekzadeh, Darja Reuschke, Jed A. Long","doi":"10.1080/13658816.2024.2389410","DOIUrl":"https://doi.org/10.1080/13658816.2024.2389410","url":null,"abstract":"Understanding fine-scale dynamics of human mobility patterns is pivotal for effective urban planning, public health strategies, and retail analysis. This study introduces a novel mobility measure –...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"1647 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142184288","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-05DOI: 10.1080/13658816.2024.2387200
Hao Wu, Zhangwei Jiang, Anning Dong, Ronghui Gao, Xiaoqin Yan, Zhihui Hu, Fengling Mao, Hong Liu, Pengxuan Li, Peng Luo, Zijin Guo, Qingfeng Guan, Yao Yao
A high-quality land-use dataset is crucial for constructing a high-performance land-use classification model. Due to the complexity and spatial heterogeneity of land-use, the dataset construction p...
{"title":"DCAI-CLUD: a data-centric framework for the construction of land-use datasets","authors":"Hao Wu, Zhangwei Jiang, Anning Dong, Ronghui Gao, Xiaoqin Yan, Zhihui Hu, Fengling Mao, Hong Liu, Pengxuan Li, Peng Luo, Zijin Guo, Qingfeng Guan, Yao Yao","doi":"10.1080/13658816.2024.2387200","DOIUrl":"https://doi.org/10.1080/13658816.2024.2387200","url":null,"abstract":"A high-quality land-use dataset is crucial for constructing a high-performance land-use classification model. Due to the complexity and spatial heterogeneity of land-use, the dataset construction p...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"57 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141930172","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-05DOI: 10.1080/13658816.2024.2387198
Jianbo Tang, Min Deng, Ju Peng, Huimin Liu, Xuexi Yang, Xueying Chen
Road network selection plays a key role in map generalization for creating multi-scale road network maps. Existing methods usually determine road importance based on road geometric and topological ...
{"title":"Automatic road network selection method considering functional semantic features of roads with graph convolutional networks","authors":"Jianbo Tang, Min Deng, Ju Peng, Huimin Liu, Xuexi Yang, Xueying Chen","doi":"10.1080/13658816.2024.2387198","DOIUrl":"https://doi.org/10.1080/13658816.2024.2387198","url":null,"abstract":"Road network selection plays a key role in map generalization for creating multi-scale road network maps. Existing methods usually determine road importance based on road geometric and topological ...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"20 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141930171","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
An important step in implementing geospatial digital twins is to enhance the expressiveness of virtual geographical scenes for the physical world. However, the existing virtual geographical scenes ...
{"title":"Exploring geospatial digital twins: a novel panorama-based method with enhanced representation of virtual geographic scenes in Virtual Reality (VR)","authors":"Jinbin Zhang, Jun Zhu, Yuxuan Zhou, Qing Zhu, Jianlin Wu, Yukun Guo, Pei Dang, Weilian Li, Heng Zhang","doi":"10.1080/13658816.2024.2386064","DOIUrl":"https://doi.org/10.1080/13658816.2024.2386064","url":null,"abstract":"An important step in implementing geospatial digital twins is to enhance the expressiveness of virtual geographical scenes for the physical world. However, the existing virtual geographical scenes ...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"48 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141930183","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-30DOI: 10.1080/13658816.2024.2385435
Anqi Zhang, Chang Xia
Past decades have seen substantial efforts devoted to observing, assessing, and documenting the urban heat island (UHI) phenomenon. However, the discrepant criteria of non-urban references and ambi...
{"title":"A new two-step estimation approach for retrieving surface urban heat island intensity and footprint based on urban-rural temperature gradients","authors":"Anqi Zhang, Chang Xia","doi":"10.1080/13658816.2024.2385435","DOIUrl":"https://doi.org/10.1080/13658816.2024.2385435","url":null,"abstract":"Past decades have seen substantial efforts devoted to observing, assessing, and documenting the urban heat island (UHI) phenomenon. However, the discrepant criteria of non-urban references and ambi...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"44 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141930238","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-29DOI: 10.1080/13658816.2024.2381146
Zhongcai Cao, Kang Liu, Xin Jin, Li Ning, Ling Yin, Feng Lu
Individual trajectory data play a pivotal role in various application fields, such as urban planning, traffic control, and epidemic simulation. Despite the diverse means for data collection in curr...
{"title":"STAGE: a spatiotemporal-knowledge enhanced multi-task generative adversarial network (GAN) for trajectory generation","authors":"Zhongcai Cao, Kang Liu, Xin Jin, Li Ning, Ling Yin, Feng Lu","doi":"10.1080/13658816.2024.2381146","DOIUrl":"https://doi.org/10.1080/13658816.2024.2381146","url":null,"abstract":"Individual trajectory data play a pivotal role in various application fields, such as urban planning, traffic control, and epidemic simulation. Despite the diverse means for data collection in curr...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"39 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141930237","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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