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International Journal of Geographical Information Science最新文献

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A multi-view ensemble machine learning approach for 3D modeling using geological and geophysical data 利用地质和地球物理数据进行三维建模的多视角集合机器学习方法
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-08-22 DOI: 10.1080/13658816.2024.2394228
Deping Chu, Jinming Fu, Bo Wan, Hong Li, Lulan Li, Fang Fang, Shengwen Li, Shengyong Pan, Shunping Zhou
{"title":"A multi-view ensemble machine learning approach for 3D modeling using geological and geophysical data","authors":"Deping Chu, Jinming Fu, Bo Wan, Hong Li, Lulan Li, Fang Fang, Shengwen Li, Shengyong Pan, Shunping Zhou","doi":"10.1080/13658816.2024.2394228","DOIUrl":"https://doi.org/10.1080/13658816.2024.2394228","url":null,"abstract":"Geophysical data are often integrated into geological data for 3D modeling of underground spaces. However, the existing single-view approach means it is difficult to adequately fuse the valid infor...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"67 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142184285","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}
引用次数: 0
A backfitting maximum likelihood estimator for hierarchical and geographically weighted regression modelling, with a case study of house prices in Beijing 用于分层和地理加权回归建模的反拟合最大似然估计器，以北京房价为例进行研究
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-08-21 DOI: 10.1080/13658816.2024.2391412
Yigong Hu, Richard Harris, Richard Timmerman, Binbin Lu
{"title":"A backfitting maximum likelihood estimator for hierarchical and geographically weighted regression modelling, with a case study of house prices in Beijing","authors":"Yigong Hu, Richard Harris, Richard Timmerman, Binbin Lu","doi":"10.1080/13658816.2024.2391412","DOIUrl":"https://doi.org/10.1080/13658816.2024.2391412","url":null,"abstract":"Geographically weighted regression (GWR) and its extensions are important local modelling techniques for exploring spatial heterogeneity in regression relationships. However, when dealing with spat...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"231 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142184284","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}
引用次数: 0
On ignoring the heterogeneity in spatial autocorrelation: consequences and solutions 关于忽略空间自相关性中的异质性：后果与解决方案
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-08-20 DOI: 10.1080/13658816.2024.2391981
Zehua Zhang, Ziqi Li, Yongze Song
{"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}
引用次数: 0
A systematic scheme to maintain multiple characteristics for effective polygon rasterization 为有效实现多边形光栅化而维护多种特征的系统方案
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-08-19 DOI: 10.1080/13658816.2024.2391982
Chen Zhou, Manchun Li
{"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}
引用次数: 0
Map matching on low sampling rate trajectories through deep inverse reinforcement learning and multi-intention modeling 通过深度反强化学习和多意图建模实现低采样率轨迹的地图匹配
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-08-19 DOI: 10.1080/13658816.2024.2391411
Reza Safarzadeh, Xin Wang
{"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}
引用次数: 0
Integrating terrain structure characteristics into generative adversarial nets for hillshade generation 将地形结构特征纳入生成式对抗网络以生成山影
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-08-19 DOI: 10.1080/13658816.2024.2391409
Lingrui Yan, Tinghua Ai, Aji Gao
{"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}
引用次数: 0
Quantifying local mobility patterns in urban human mobility data 量化城市人员流动数据中的地方流动模式
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-08-13 DOI: 10.1080/13658816.2024.2389410
Milad Malekzadeh, Darja Reuschke, Jed A. Long
{"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}
引用次数: 0
DCAI-CLUD: a data-centric framework for the construction of land-use datasets DCAI-CLUD：以数据为中心的土地利用数据集构建框架
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-08-05 DOI: 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
{"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}
引用次数: 0
Automatic road network selection method considering functional semantic features of roads with graph convolutional networks 利用图卷积网络考虑道路功能语义特征的自动路网选择方法
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-08-05 DOI: 10.1080/13658816.2024.2387198
Jianbo Tang, Min Deng, Ju Peng, Huimin Liu, Xuexi Yang, Xueying Chen
{"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}
引用次数: 0
Exploring geospatial digital twins: a novel panorama-based method with enhanced representation of virtual geographic scenes in Virtual Reality (VR) 探索地理空间数字双胞胎：一种基于全景的新方法，可增强虚拟现实（VR）中虚拟地理场景的表现力
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-08-01 DOI: 10.1080/13658816.2024.2386064
Jinbin Zhang, Jun Zhu, Yuxuan Zhou, Qing Zhu, Jianlin Wu, Yukun Guo, Pei Dang, Weilian Li, Heng Zhang
{"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}
引用次数: 0
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