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International Journal of Geographical Information Science最新文献

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DKNN: deep kriging neural network for interpretable geospatial interpolation DKNN：用于可解释地理空间插值的深度克里金神经网络
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-05-06 DOI: 10.1080/13658816.2024.2347316
Kaiqi Chen, Enbo Liu, Min Deng, Xiaoyong Tan, Jiaoju Wang, Yan Shi, Zhizhong Wang
{"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}
引用次数: 0
A hierarchical model with hexagon grids for multi-objective route planning in large-scale off-road environments 用于大规模越野环境中多目标路线规划的六边形网格分层模型
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-05-06 DOI: 10.1080/13658816.2024.2347319
Beibei Wu, Zhanlong Chen, Xiechun Lu, Binghe Xiao
{"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}
引用次数: 0
Mapping dynamic human sentiments of heat exposure with location-based social media data 利用基于位置的社交媒体数据绘制人类对热暴露的动态感受图
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-04-30 DOI: 10.1080/13658816.2024.2343063
Fangzheng Lyu, Lixuanwu Zhou, Jinwoo Park, Furqan Baig, Shaowen Wang
{"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}
引用次数: 0
Addressing the fixed effects in gravity model based on higher-order origin-destination pairs 根据高阶原籍地-目的地对解决引力模型中的固定效应问题
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-04-26 DOI: 10.1080/13658816.2024.2343763
Yuzhou Chen, Qiwei Ma, Ran Tao
{"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}
引用次数: 0
Physics-guided spatio–temporal neural network for predicting dissolved oxygen concentration in rivers 用于预测河流溶解氧浓度的物理引导时空神经网络
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-04-22 DOI: 10.1080/13658816.2024.2342321
Qiliang Liu, Yuzhao Li, Jie Yang, Min Deng, Junjie Li, Keyi An
{"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}
引用次数: 0
A parallel framework on hybrid architectures for raster-based geospatial cellular automata models 基于光栅的地理空间蜂窝自动机模型的混合架构并行框架
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-04-22 DOI: 10.1080/13658816.2024.2343776
Huan Gao, Zhewei Liang, Qingfeng Guan, Xun Liang, Wen Zeng
{"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}
引用次数: 0
Fine-grained spatiotemporal estimation of tourism flows leveraging cross-video collaborative perception 利用跨视频协作感知对旅游流进行精细时空估算
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-04-18 DOI: 10.1080/13658816.2024.2342320
Shaojun Liu, Ling Zhang, Chao Wu, Junlian Ge, Yi Long
{"title":"Fine-grained spatiotemporal estimation of tourism flows leveraging cross-video collaborative perception","authors":"Shaojun Liu, Ling Zhang, Chao Wu, Junlian Ge, Yi Long","doi":"10.1080/13658816.2024.2342320","DOIUrl":"https://doi.org/10.1080/13658816.2024.2342320","url":null,"abstract":"Microscale research on tourism flows is crucial for controlling such flows, analyzing resource-carrying capacity, and promoting sustainable development in the tourism industry. Current fine-grained...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"302 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140610983","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
SGWR: similarity and geographically weighted regression SGWR：相似性和地理加权回归
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-04-17 DOI: 10.1080/13658816.2024.2342319
M. Naser Lessani, Zhenlong Li
{"title":"SGWR: similarity and geographically weighted regression","authors":"M. Naser Lessani, Zhenlong Li","doi":"10.1080/13658816.2024.2342319","DOIUrl":"https://doi.org/10.1080/13658816.2024.2342319","url":null,"abstract":"Geographically weighted regression (GWR) offers a local approach to modeling spatial data, considering geographical location and spatial relationships between observations. A salient feature of GWR...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"97 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140610837","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
Street view imagery-based built environment auditing tools: a systematic review 基于街景图像的建筑环境审计工具：系统性审查
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-04-11 DOI: 10.1080/13658816.2024.2336034
Shaoqing Dai, Yuchen Li, Alfred Stein, Shujuan Yang, Peng Jia
{"title":"Street view imagery-based built environment auditing tools: a systematic review","authors":"Shaoqing Dai, Yuchen Li, Alfred Stein, Shujuan Yang, Peng Jia","doi":"10.1080/13658816.2024.2336034","DOIUrl":"https://doi.org/10.1080/13658816.2024.2336034","url":null,"abstract":"The use of street view imagery (SVI) and advanced urban visual intelligence technologies has revolutionized built environment auditing (BEA) practice, by enabling high-resolution BEA at large scale...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"46 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140584848","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
Streamlining trajectory map-matching: a framework leveraging spark and GPU-based stream processing 简化轨迹图匹配：利用火花和基于 GPU 的流处理的框架
IF 5.7 1区 地球科学
International Journal of Geographical Information Science Pub Date : 2024-04-09 DOI: 10.1080/13658816.2024.2337225
Houji Qi, Zhou Huang, Yiran Chen, Yi Zhang, Yong Gao
{"title":"Streamlining trajectory map-matching: a framework leveraging spark and GPU-based stream processing","authors":"Houji Qi, Zhou Huang, Yiran Chen, Yi Zhang, Yong Gao","doi":"10.1080/13658816.2024.2337225","DOIUrl":"https://doi.org/10.1080/13658816.2024.2337225","url":null,"abstract":"Real-time online trajectory map-matching has emerged as a critical component in the era of location-based services (LBS) and intelligent transportation systems (ITS). It refers to the process of al...","PeriodicalId":14162,"journal":{"name":"International Journal of Geographical Information Science","volume":"24 1","pages":""},"PeriodicalIF":5.7,"publicationDate":"2024-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140584680","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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