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International Journal of Geographical Information Science最新文献

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A maps-to-maps approach for simulating urban land expansion based on convolutional long short-term memory neural networks 基于卷积长短期记忆神经网络的 "地图到地图 "模拟城市土地扩张方法
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-01-03 DOI: 10.1080/13658816.2023.2298296
Zihao Zhou, Yimin Chen, Xiaoping Liu, Xinchang Zhang, Honghui Zhang
{"title":"A maps-to-maps approach for simulating urban land expansion based on convolutional long short-term memory neural networks","authors":"Zihao Zhou, Yimin Chen, Xiaoping Liu, Xinchang Zhang, Honghui Zhang","doi":"10.1080/13658816.2023.2298296","DOIUrl":"https://doi.org/10.1080/13658816.2023.2298296","url":null,"abstract":"Cellular automata (CA) have been prevalently used for the simulation of urban land change. However, how to effectively learn the spatial-temporal dynamics of urban development from time-series data...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"150 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-01-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139094758","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
Act2Loc: a synthetic trajectory generation method by combining machine learning and mechanistic models Act2Loc：结合机器学习和机理模型的合成轨迹生成方法
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2023-12-12 DOI: 10.1080/13658816.2023.2292570
Kang Liu, Xin Jin, Shifen Cheng, Song Gao, Ling Yin, Feng Lu
{"title":"Act2Loc: a synthetic trajectory generation method by combining machine learning and mechanistic models","authors":"Kang Liu, Xin Jin, Shifen Cheng, Song Gao, Ling Yin, Feng Lu","doi":"10.1080/13658816.2023.2292570","DOIUrl":"https://doi.org/10.1080/13658816.2023.2292570","url":null,"abstract":"Human mobility data play a crucial role in many fields such as infectious diseases, transportation, and public safety. Although the development of Information and Communication Technologies (ICTs) ...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"11 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2023-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138825018","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 reinforcement learning-based routing algorithm for large street networks 基于强化学习的大型街道网络路由算法
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2023-12-11 DOI: 10.1080/13658816.2023.2279975
Diya Li, Zhe Zhang, Bahareh Alizadeh, Ziyi Zhang, Nick Duffield, Michelle A. Meyer, Courtney M. Thompson, Huilin Gao, Amir H. Behzadan
{"title":"A reinforcement learning-based routing algorithm for large street networks","authors":"Diya Li, Zhe Zhang, Bahareh Alizadeh, Ziyi Zhang, Nick Duffield, Michelle A. Meyer, Courtney M. Thompson, Huilin Gao, Amir H. Behzadan","doi":"10.1080/13658816.2023.2279975","DOIUrl":"https://doi.org/10.1080/13658816.2023.2279975","url":null,"abstract":"Evacuation planning and emergency routing systems are crucial in saving lives during disasters. Traditional emergency routing systems, despite their best efforts, often struggle to accurately captu...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"104 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2023-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138630018","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
Hexagon-based adaptive hierarchies for efficient point-in-spherical-polygon tests on GPUs 基于六边形的自适应层次结构在gpu上的高效球多边形点测试
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2023-11-30 DOI: 10.1080/13658816.2023.2284908
Jing Li, Wencheng Wang, Lulu Li, Qiang Ding, Ming Bai
{"title":"Hexagon-based adaptive hierarchies for efficient point-in-spherical-polygon tests on GPUs","authors":"Jing Li, Wencheng Wang, Lulu Li, Qiang Ding, Ming Bai","doi":"10.1080/13658816.2023.2284908","DOIUrl":"https://doi.org/10.1080/13658816.2023.2284908","url":null,"abstract":"Point-in-spherical-polygon tests are a fundamental problem in computational geometry. For such tests, efficiency is much required for many global information processing matters, especially their re...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"13 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2023-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138537174","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
Identifying the cargo types of road freight with semi-supervised trajectory semantic enhancement 基于半监督轨迹语义增强的道路货物类型识别
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2023-11-29 DOI: 10.1080/13658816.2023.2288116
Yibo Zhao, Shifen Cheng, Beibei Zhang, Feng Lu
{"title":"Identifying the cargo types of road freight with semi-supervised trajectory semantic enhancement","authors":"Yibo Zhao, Shifen Cheng, Beibei Zhang, Feng Lu","doi":"10.1080/13658816.2023.2288116","DOIUrl":"https://doi.org/10.1080/13658816.2023.2288116","url":null,"abstract":"Identifying road freight cargo types is crucial for regional economic interaction and transportation optimization. Existing methods primarily rely on manual labeling and the rule, neither of which ...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"26 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2023-11-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138537170","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
GeoAI in urban analytics 城市分析中的GeoAI
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2023-11-28 DOI: 10.1080/13658816.2023.2279978
Stefano De Sabbata, Andrea Ballatore, Harvey J. Miller, Renée Sieber, Ivan Tyukin, Godwin Yeboah
{"title":"GeoAI in urban analytics","authors":"Stefano De Sabbata, Andrea Ballatore, Harvey J. Miller, Renée Sieber, Ivan Tyukin, Godwin Yeboah","doi":"10.1080/13658816.2023.2279978","DOIUrl":"https://doi.org/10.1080/13658816.2023.2279978","url":null,"abstract":"Published in International Journal of Geographical Information Science (Vol. 37, No. 12, 2023)","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"15 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2023-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138537121","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
Spatial cooperative simulation of land use-population-economy in the Greater Bay Area, China 大湾区土地利用-人口-经济空间协同模拟
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2023-11-27 DOI: 10.1080/13658816.2023.2285459
Wei Tu, Wei Gao, Mingxiao Li, Yao Yao, Biao He, Zhengdong Huang, Jie Zhang, Renzhong Guo
{"title":"Spatial cooperative simulation of land use-population-economy in the Greater Bay Area, China","authors":"Wei Tu, Wei Gao, Mingxiao Li, Yao Yao, Biao He, Zhengdong Huang, Jie Zhang, Renzhong Guo","doi":"10.1080/13658816.2023.2285459","DOIUrl":"https://doi.org/10.1080/13658816.2023.2285459","url":null,"abstract":"Fast urbanization brings great challenges to sustainable development goals, such as excessive exploitation and population explosion. Classical cellular automata (CA) have been widely used to indepe...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"85 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2023-11-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138537181","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
Stochastic gradient geographical weighted regression (sgGWR): scalable bandwidth optimization for geographically weighted regression 随机梯度地理加权回归(sgGWR):用于地理加权回归的可扩展带宽优化
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2023-11-24 DOI: 10.1080/13658816.2023.2285471
Hayato Nishi, Yasushi Asami
{"title":"Stochastic gradient geographical weighted regression (sgGWR): scalable bandwidth optimization for geographically weighted regression","authors":"Hayato Nishi, Yasushi Asami","doi":"10.1080/13658816.2023.2285471","DOIUrl":"https://doi.org/10.1080/13658816.2023.2285471","url":null,"abstract":"GWR (Geographical Weighted Regression) is a widely accepted regression method under spatial dependency. Since the calibration of GWR is computationally intensive, some efficient methods for calibra...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"5 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2023-11-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138537171","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 cellular automaton integrating spatial case-based reasoning for predicting local landslide hazards 基于空间案例推理的元胞自动机局部滑坡灾害预测
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2023-11-15 DOI: 10.1080/13658816.2023.2273877
Jianhua Chen, Kaihang Xu, Zheng Zhao, Xianxia Gan, Huawei Xie
{"title":"A cellular automaton integrating spatial case-based reasoning for predicting local landslide hazards","authors":"Jianhua Chen, Kaihang Xu, Zheng Zhao, Xianxia Gan, Huawei Xie","doi":"10.1080/13658816.2023.2273877","DOIUrl":"https://doi.org/10.1080/13658816.2023.2273877","url":null,"abstract":"Predicting landslide hazards benefits geological disaster prevention and control. A novel cellular automaton (CA) integrating spatial case-based reasoning (SCBR), namely SCBR-CA, is proposed in thi...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"4 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2023-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138537125","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
Space–time prism and accessibility incorporating monetary budget and mobility-as-a-service 时空棱镜和可达性结合货币预算和流动性即服务
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2023-11-15 DOI: 10.1080/13658816.2023.2280642
Jing Qin, Feixiong Liao
{"title":"Space–time prism and accessibility incorporating monetary budget and mobility-as-a-service","authors":"Jing Qin, Feixiong Liao","doi":"10.1080/13658816.2023.2280642","DOIUrl":"https://doi.org/10.1080/13658816.2023.2280642","url":null,"abstract":"Recent years in time geography have witnessed a flourishment of space–time prism (STP) modeling extensions for enhancing realism. However, there is little research on the incorporation of monetary ...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"16 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2023-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138537137","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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