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Score-ranking smooth average precision loss for remote sensing image retrieval 用于遥感图像检索的评分排序平滑平均精度损失
IF 1.9 4区 地球科学
Journal of Spatial Science Pub Date : 2024-01-18 DOI: 10.1080/14498596.2024.2302167
Yun Ge, Qiyang Liu, Gang Wu, Sijia Wang, Famao Ye
{"title":"Score-ranking smooth average precision loss for remote sensing image retrieval","authors":"Yun Ge, Qiyang Liu, Gang Wu, Sijia Wang, Famao Ye","doi":"10.1080/14498596.2024.2302167","DOIUrl":"https://doi.org/10.1080/14498596.2024.2302167","url":null,"abstract":"In remote sensing image retrieval task, deep metric learning loss is an effective method for learning semantic similarity relationships between images. However, most deep metric learning losses tre...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2024-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139495729","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Author Awards 2023 2023 年作家奖
IF 1.9 4区 地球科学
Journal of Spatial Science Pub Date : 2023-12-19 DOI: 10.1080/14498596.2023.2287910
{"title":"Author Awards 2023","authors":"","doi":"10.1080/14498596.2023.2287910","DOIUrl":"https://doi.org/10.1080/14498596.2023.2287910","url":null,"abstract":"Published in Journal of Spatial Science (Vol. 68, No. 4, 2023)","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138745642","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Uncertainty based regional-decision fusion of multispectral and nDSM for ultra-high resolution UAV imagery 基于不确定性的多光谱和 nDSM 区域决策融合，用于超高分辨率无人机图像
IF 1.9 4区 地球科学
Journal of Spatial Science Pub Date : 2023-12-14 DOI: 10.1080/14498596.2023.2286365
Ashish Soni, Radhakanta Koner, Vasant Govind Kumar Villuri
{"title":"Uncertainty based regional-decision fusion of multispectral and nDSM for ultra-high resolution UAV imagery","authors":"Ashish Soni, Radhakanta Koner, Vasant Govind Kumar Villuri","doi":"10.1080/14498596.2023.2286365","DOIUrl":"https://doi.org/10.1080/14498596.2023.2286365","url":null,"abstract":"The recent advancement in the pattern recognition technique has demonstrated the superiority of remote sensing technology. Deep neural networks use spatial feature representations such as convoluti...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-12-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138629479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Estimation of natural vegetation phenology metrics using time series EVI over Jharkhand state, India 利用印度恰尔肯德邦上空的时间序列 EVI 估算自然植被物候指标
IF 1.9 4区 地球科学
Journal of Spatial Science Pub Date : 2023-12-07 DOI: 10.1080/14498596.2023.2281926
Niraj Priyadarshi, Suparn Pathak, Debasish Chakraborty, Vemuri Muthayya Chowdary, Sushil Kumar Srivastav, Chandrasekar Kamalakannan, Jeganathan Chockalingam, Soumya Bandyopadhyay
{"title":"Estimation of natural vegetation phenology metrics using time series EVI over Jharkhand state, India","authors":"Niraj Priyadarshi, Suparn Pathak, Debasish Chakraborty, Vemuri Muthayya Chowdary, Sushil Kumar Srivastav, Chandrasekar Kamalakannan, Jeganathan Chockalingam, Soumya Bandyopadhyay","doi":"10.1080/14498596.2023.2281926","DOIUrl":"https://doi.org/10.1080/14498596.2023.2281926","url":null,"abstract":"This study used 18 years (2001–2018) of Moderate Resolution Imaging Spectroradiometer-based Enhanced Vegetation Index products over Jharkhand state to extract phenology metrics based on Ha...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-12-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138629810","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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 Gaussian filter-based window for efficient SAR image matching 基于高斯滤波的高效SAR图像匹配窗口
IF 1.9 4区 地球科学
Journal of Spatial Science Pub Date : 2023-11-21 DOI: 10.1080/14498596.2023.2274998
Sourabh Paul, Pavitra Y., Rehana S., Vineesha D.
{"title":"A Gaussian filter-based window for efficient SAR image matching","authors":"Sourabh Paul, Pavitra Y., Rehana S., Vineesha D.","doi":"10.1080/14498596.2023.2274998","DOIUrl":"https://doi.org/10.1080/14498596.2023.2274998","url":null,"abstract":"Repeatability of the extracted features and the distinctiveness of the descriptors have been the critical factors in synthetic aperture radar (SAR) image matching. These factors are significantly a...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138542847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Event pattern analysis: the point density around the appearance and disappearance of points 事件模式分析:点的密度围绕点的出现和消失
IF 1.9 4区 地球科学
Journal of Spatial Science Pub Date : 2023-11-21 DOI: 10.1080/14498596.2023.2274992
Yukio Sadahiro
{"title":"Event pattern analysis: the point density around the appearance and disappearance of points","authors":"Yukio Sadahiro","doi":"10.1080/14498596.2023.2274992","DOIUrl":"https://doi.org/10.1080/14498596.2023.2274992","url":null,"abstract":"Point pattern analysis is a fundamental analytical tool in various academic fields related to spatial information science. Basic but important patterns discussed in existing studies are spatially c...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138513613","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
BIM-based connectivity graph and voxels classification for pedestrian-hazard interaction 基于bim的行人-危险交互连通性图和体素分类
IF 1.9 4区 地球科学
Journal of Spatial Science Pub Date : 2023-11-21 DOI: 10.1080/14498596.2023.2281923
Mitko Aleksandrov, Sisi Zlatanova, David J. Heslop, Abdoulaye Diakite
{"title":"BIM-based connectivity graph and voxels classification for pedestrian-hazard interaction","authors":"Mitko Aleksandrov, Sisi Zlatanova, David J. Heslop, Abdoulaye Diakite","doi":"10.1080/14498596.2023.2281923","DOIUrl":"https://doi.org/10.1080/14498596.2023.2281923","url":null,"abstract":"This paper concentrates on establishing a connectivity graph between building entities to model hazard flow and the interaction between pedestrians and hazards. Although three different ways are ex...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138513612","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
An expanded dual quaternion algorithm for 3D Helmert transformation and determination of the VCV matrix of the transformation’s parameters 三维Helmert变换的扩展对偶四元数算法及变换参数VCV矩阵的确定
IF 1.9 4区 地球科学
Journal of Spatial Science Pub Date : 2023-11-21 DOI: 10.1080/14498596.2023.2274997
Sebahattin Bektas
{"title":"An expanded dual quaternion algorithm for 3D Helmert transformation and determination of the VCV matrix of the transformation’s parameters","authors":"Sebahattin Bektas","doi":"10.1080/14498596.2023.2274997","DOIUrl":"https://doi.org/10.1080/14498596.2023.2274997","url":null,"abstract":"3D coordinate transformation is a problem frequently encountered in many different fields, for example, computer graphics, robotics, aeronautics and computer vision, in addition, in surveying, datu...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138513678","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
Salt Land classification based on pansharpening images using Random Forest algorithm 基于随机森林算法的pansharpening图像的盐地分类
4区 地球科学
Journal of Spatial Science Pub Date : 2023-10-19 DOI: 10.1080/14498596.2023.2267013
Diastarini Diastarini, Riantini Virtriana, Agung Budi Harto
{"title":"Salt Land classification based on pansharpening images using Random Forest algorithm","authors":"Diastarini Diastarini, Riantini Virtriana, Agung Budi Harto","doi":"10.1080/14498596.2023.2267013","DOIUrl":"https://doi.org/10.1080/14498596.2023.2267013","url":null,"abstract":"ABSTRACTThe analysis and policymaking of national salt production require quality Salt Land maps with more detailed object information. This study successfully classified Salt Land into Active and Inactive based on pansharpening images using random forest algorithm. The results show: 1) the best pansharpening method is UNB PanSharp; 2) the texture variables have more significant contributions to enhance classification accuracy; 3) scheme 5 is the most efficient and recommended scheme in research, achieves an OA of 66.699% and a Kappa coefficient of 39.4%. This study can provide a good reference for developing Salt Land mapping and policies for practitioners or stakeholders.KEYWORDS: Salt LandpansharpeningRandom Forest algorithm Disclosure statementNo potential conflict of interest was reported by the author(s).","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135729629","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
GWPCA-based spatial analysis of urban vitality: a comparative assessment of three high-altitude Himalayan towns in India 基于gwpca的城市活力空间分析——以印度喜马拉雅地区三个高海拔城镇为例
4区 地球科学
Journal of Spatial Science Pub Date : 2023-10-18 DOI: 10.1080/14498596.2023.2267011
Subham Roy, Suranjan Majumder, Arghadeep Bose, Indrajit Roy Chowdhury
{"title":"GWPCA-based spatial analysis of urban vitality: a comparative assessment of three high-altitude Himalayan towns in India","authors":"Subham Roy, Suranjan Majumder, Arghadeep Bose, Indrajit Roy Chowdhury","doi":"10.1080/14498596.2023.2267011","DOIUrl":"https://doi.org/10.1080/14498596.2023.2267011","url":null,"abstract":"","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135823854","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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: 1
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