Pub Date : 2024-06-20DOI: 10.1080/13658816.2024.2369535
Cheng Fu, Zhiyong Zhou, Yanan Xin, Robert Weibel
Cartographic map generalization involves complex rules, and a full automation has still not been achieved, despite many efforts over the past few decades. Pioneering studies show that some map gene...
{"title":"Reasoning cartographic knowledge in deep learning-based map generalization with explainable AI","authors":"Cheng Fu, Zhiyong Zhou, Yanan Xin, Robert Weibel","doi":"10.1080/13658816.2024.2369535","DOIUrl":"https://doi.org/10.1080/13658816.2024.2369535","url":null,"abstract":"Cartographic map generalization involves complex rules, and a full automation has still not been achieved, despite many efforts over the past few decades. Pioneering studies show that some map gene...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"5 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141507969","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 : 2024-05-31DOI: 10.1080/13658816.2024.2347393
Yongquan Yang, Min Cao, Dehui Kong, Xue Hu, Xueying Zhang, Min Chen
The historical atlases provide a wealth of information about the evolution of geography over time and space. The alignment of geographical entities across varying time periods is a crucial aspect o...
{"title":"An entity alignment approach coupling NGBoost and SHAP for constructing spatio-temporal evolution knowledge graph from historical atlases","authors":"Yongquan Yang, Min Cao, Dehui Kong, Xue Hu, Xueying Zhang, Min Chen","doi":"10.1080/13658816.2024.2347393","DOIUrl":"https://doi.org/10.1080/13658816.2024.2347393","url":null,"abstract":"The historical atlases provide a wealth of information about the evolution of geography over time and space. The alignment of geographical entities across varying time periods is a crucial aspect o...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"47 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141507970","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 : 2024-05-29DOI: 10.1080/13658816.2024.2358045
Jie Li, Zhenqiang Li, Long Yao, Ke Wang, Jialin Li, Yao Lu, Chuli Hu
Full-view coverage of a space area with a camera sensor network (CSN) is key to monitoring tasks like security monitoring. Unlike traditional CSN challenges that focus on mere target detection, the...
{"title":"Optimisation of spatiotemporal context-constrained full-view area coverage deployment in camera sensor networks via quantum annealing","authors":"Jie Li, Zhenqiang Li, Long Yao, Ke Wang, Jialin Li, Yao Lu, Chuli Hu","doi":"10.1080/13658816.2024.2358045","DOIUrl":"https://doi.org/10.1080/13658816.2024.2358045","url":null,"abstract":"Full-view coverage of a space area with a camera sensor network (CSN) is key to monitoring tasks like security monitoring. Unlike traditional CSN challenges that focus on mere target detection, the...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"4 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141507972","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 : 2024-05-27DOI: 10.1080/13658816.2024.2358527
Yifan Zhang, Wenhao Yu, Di Zhu
Accurately predicting the next track point of vehicle travel is crucial for various Intelligent Transportation System (ITS) applications, such as travel behavior studies, traffic control, and traff...
{"title":"Next track point prediction using a flexible strategy of subgraph learning on road networks","authors":"Yifan Zhang, Wenhao Yu, Di Zhu","doi":"10.1080/13658816.2024.2358527","DOIUrl":"https://doi.org/10.1080/13658816.2024.2358527","url":null,"abstract":"Accurately predicting the next track point of vehicle travel is crucial for various Intelligent Transportation System (ITS) applications, such as travel behavior studies, traffic control, and traff...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"10 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141507971","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 : 2024-05-06DOI: 10.1080/13658816.2024.2347316
Kaiqi Chen, Enbo Liu, Min Deng, Xiaoyong Tan, Jiaoju Wang, Yan Shi, Zhizhong Wang
Geospatial interpolation plays a pivotal role in spatial analysis because it provides high-quality data support for various spatiotemporal data mining (STDM) tasks. However, statistical methods, su...
{"title":"DKNN: deep kriging neural network for interpretable geospatial interpolation","authors":"Kaiqi Chen, Enbo Liu, Min Deng, Xiaoyong Tan, Jiaoju Wang, Yan Shi, Zhizhong Wang","doi":"10.1080/13658816.2024.2347316","DOIUrl":"https://doi.org/10.1080/13658816.2024.2347316","url":null,"abstract":"Geospatial interpolation plays a pivotal role in spatial analysis because it provides high-quality data support for various spatiotemporal data mining (STDM) tasks. However, statistical methods, su...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"66 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140933831","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 : 2024-05-06DOI: 10.1080/13658816.2024.2347319
Beibei Wu, Zhanlong Chen, Xiechun Lu, Binghe Xiao
Off-road route planning plays a vital role across various domains, including civil transportation, earthquake relief and civil production. Off-road route planning requires the consideration of a di...
{"title":"A hierarchical model with hexagon grids for multi-objective route planning in large-scale off-road environments","authors":"Beibei Wu, Zhanlong Chen, Xiechun Lu, Binghe Xiao","doi":"10.1080/13658816.2024.2347319","DOIUrl":"https://doi.org/10.1080/13658816.2024.2347319","url":null,"abstract":"Off-road route planning plays a vital role across various domains, including civil transportation, earthquake relief and civil production. Off-road route planning requires the consideration of a di...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"3 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140933763","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 : 2024-04-30DOI: 10.1080/13658816.2024.2343063
Fangzheng Lyu, Lixuanwu Zhou, Jinwoo Park, Furqan Baig, Shaowen Wang
Understanding urban heat exposure dynamics is critical for public health, urban management, and climate change resilience. Near real-time analysis of urban heat enables quick decision-making and ti...
{"title":"Mapping dynamic human sentiments of heat exposure with location-based social media data","authors":"Fangzheng Lyu, Lixuanwu Zhou, Jinwoo Park, Furqan Baig, Shaowen Wang","doi":"10.1080/13658816.2024.2343063","DOIUrl":"https://doi.org/10.1080/13658816.2024.2343063","url":null,"abstract":"Understanding urban heat exposure dynamics is critical for public health, urban management, and climate change resilience. Near real-time analysis of urban heat enables quick decision-making and ti...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"47 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141149723","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 : 2024-04-26DOI: 10.1080/13658816.2024.2343763
Yuzhou Chen, Qiwei Ma, Ran Tao
The gravity model is a classical spatial interaction model for estimating geographical flows between regions, such as trade and migration. A key to enhancing the model performance is addressing the...
{"title":"Addressing the fixed effects in gravity model based on higher-order origin-destination pairs","authors":"Yuzhou Chen, Qiwei Ma, Ran Tao","doi":"10.1080/13658816.2024.2343763","DOIUrl":"https://doi.org/10.1080/13658816.2024.2343763","url":null,"abstract":"The gravity model is a classical spatial interaction model for estimating geographical flows between regions, such as trade and migration. A key to enhancing the model performance is addressing the...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"32 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141149608","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 : 2024-04-22DOI: 10.1080/13658816.2024.2342321
Qiliang Liu, Yuzhao Li, Jie Yang, Min Deng, Junjie Li, Keyi An
The prediction of river water quality is key in water resource management. Data-driven machine learning models have been widely used for predicting river water quality. However, these models seldom...
{"title":"Physics-guided spatio–temporal neural network for predicting dissolved oxygen concentration in rivers","authors":"Qiliang Liu, Yuzhao Li, Jie Yang, Min Deng, Junjie Li, Keyi An","doi":"10.1080/13658816.2024.2342321","DOIUrl":"https://doi.org/10.1080/13658816.2024.2342321","url":null,"abstract":"The prediction of river water quality is key in water resource management. Data-driven machine learning models have been widely used for predicting river water quality. However, these models seldom...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"4 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140636328","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}
Geospatial cellular automata (Geo-CA) models have encountered challenges in computing efficiency and scalability when conducting large-scale land use change simulation applications. Parallel comput...
{"title":"A parallel framework on hybrid architectures for raster-based geospatial cellular automata models","authors":"Huan Gao, Zhewei Liang, Qingfeng Guan, Xun Liang, Wen Zeng","doi":"10.1080/13658816.2024.2343776","DOIUrl":"https://doi.org/10.1080/13658816.2024.2343776","url":null,"abstract":"Geospatial cellular automata (Geo-CA) models have encountered challenges in computing efficiency and scalability when conducting large-scale land use change simulation applications. Parallel comput...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"336 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140636461","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：