Pub Date : 2024-04-09DOI: 10.1080/14498596.2024.2333746
Gaurav Kumar Mishra, Amit M. Deshmukh
This study employs Geomatics techniques, including Remote Sensing (RS) for satellite dataset acquisition and Geographic Information System (GIS) for analysing Land-use Land-cover (LULC) patterns, t...
{"title":"Urban Sprawl in the context of proximity factors using Shannon’s Entropy Index and fractal dimensions: a case of Lucknow","authors":"Gaurav Kumar Mishra, Amit M. Deshmukh","doi":"10.1080/14498596.2024.2333746","DOIUrl":"https://doi.org/10.1080/14498596.2024.2333746","url":null,"abstract":"This study employs Geomatics techniques, including Remote Sensing (RS) for satellite dataset acquisition and Geographic Information System (GIS) for analysing Land-use Land-cover (LULC) patterns, t...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":"120 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140572714","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}
Pub Date : 2024-04-08DOI: 10.1080/14498596.2024.2337747
Anang Dwi Purwanto, Ketut Wikantika, Albertus Deliar, Soni Darmawan, Agung Budi Harto, Muhammad Rokhis Khomarudin, Erwin Riyanto Ardli
The national mangrove rehabilitation required mangrove spatial information with very high accuracy. This study successfully developed the classification algorithm measurable for mapping mangrove fo...
{"title":"Improving the accuracy of mangrove forest mapping using sentinel image and developed classification algorithm based on machine learning","authors":"Anang Dwi Purwanto, Ketut Wikantika, Albertus Deliar, Soni Darmawan, Agung Budi Harto, Muhammad Rokhis Khomarudin, Erwin Riyanto Ardli","doi":"10.1080/14498596.2024.2337747","DOIUrl":"https://doi.org/10.1080/14498596.2024.2337747","url":null,"abstract":"The national mangrove rehabilitation required mangrove spatial information with very high accuracy. This study successfully developed the classification algorithm measurable for mapping mangrove fo...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":"5 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-04-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140572590","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}
Pub Date : 2024-04-05DOI: 10.1080/14498596.2024.2333743
Ahmad Shakib Sahak, Fevzi Karsli
This research assesses Herat City’s urban ecological degradation in 2000, 2013, and 2021 using Landsat and MODIS data. A Mean Remote Sensing Ecological Index (MRESI) is developed by integrating Kno...
本研究利用 Landsat 和 MODIS 数据评估了赫拉特市 2000 年、2013 年和 2021 年的城市生态退化情况。通过整合Kno...
{"title":"A new approach for the assessment of urban eco-environmental quality based on remote sensing: a case study of Herat City, Afghanistan","authors":"Ahmad Shakib Sahak, Fevzi Karsli","doi":"10.1080/14498596.2024.2333743","DOIUrl":"https://doi.org/10.1080/14498596.2024.2333743","url":null,"abstract":"This research assesses Herat City’s urban ecological degradation in 2000, 2013, and 2021 using Landsat and MODIS data. A Mean Remote Sensing Ecological Index (MRESI) is developed by integrating Kno...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":"25 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140591795","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}
Understanding spring phenology dynamics in China’s temperate grasslands is crucial for carbon cycle predictions. Using GIMMS NDVI data (1982–2014), we analyze SOS trends, considering climate variab...
了解中国温带草原春季物候动态对于碳循环预测至关重要。利用 GIMMS NDVI 数据（1982-2014 年），我们分析了 SOS 的变化趋势，并考虑了气候变异和季节变化。
{"title":"The spatial-temporal patterns of spring phenology in the temperate grasslands of China and their response mechanisms to climatic factors","authors":"Ruikang Tian, Jianhao Li, Jianghua Zheng, Liang Liu, Yujia Liu, Wanqiang Han, Xinwei Wang","doi":"10.1080/14498596.2024.2333753","DOIUrl":"https://doi.org/10.1080/14498596.2024.2333753","url":null,"abstract":"Understanding spring phenology dynamics in China’s temperate grasslands is crucial for carbon cycle predictions. Using GIMMS NDVI data (1982–2014), we analyze SOS trends, considering climate variab...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":"13 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140591760","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}
Pub Date : 2024-03-15DOI: 10.1080/14498596.2024.2325345
Yanping Liu, Dongfeng Jia, Lishuo Zhang
In this paper, a point cloud extraction method based on the template grid was proposed for deformation analysis. Firstly, coordinate alignment was carried out by a coarse-to-fine strategy to ensure...
{"title":"Deformation analysis of prefabricated structures in the shaking table test based on density point clouds","authors":"Yanping Liu, Dongfeng Jia, Lishuo Zhang","doi":"10.1080/14498596.2024.2325345","DOIUrl":"https://doi.org/10.1080/14498596.2024.2325345","url":null,"abstract":"In this paper, a point cloud extraction method based on the template grid was proposed for deformation analysis. Firstly, coordinate alignment was carried out by a coarse-to-fine strategy to ensure...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":"69 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140151575","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}
To enhance land use/cover change (LUCC) simulation accuracy, we introduced ViViT-ANN-CA, blending video vision transformer’s spatio-temporal features extraction ability, artificial neural network‘s...
Pub Date : 2024-02-26DOI: 10.1080/14498596.2024.2309605
K. Madhan Kumar, A. Velayudham
This study addresses challenges in road extraction from remote sensing imagery by introducing a novel approach leveraging Dilated Convolution-based layers and Vision Transformer (ViT). ViT extracts...
{"title":"Towards perfecting road extraction: the fusion of dilated convolution-based layers and vision transformer","authors":"K. Madhan Kumar, A. Velayudham","doi":"10.1080/14498596.2024.2309605","DOIUrl":"https://doi.org/10.1080/14498596.2024.2309605","url":null,"abstract":"This study addresses challenges in road extraction from remote sensing imagery by introducing a novel approach leveraging Dilated Convolution-based layers and Vision Transformer (ViT). ViT extracts...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":"118 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139968521","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}
Pub Date : 2024-02-06DOI: 10.1080/14498596.2024.2302166
Avudaiammal Ramalingam, Vandita Srivastava, Sam V George, Swarnalatha Alagala, Martin Leo Manickam
Retrieved rooftops from satellite images have enormous applications. The diversity and complexity of the building structures is challenging. This work proposes to extract building rooftops using tw...
{"title":"Building rooftop extraction from aerial imagery using low complexity UNet variant models","authors":"Avudaiammal Ramalingam, Vandita Srivastava, Sam V George, Swarnalatha Alagala, Martin Leo Manickam","doi":"10.1080/14498596.2024.2302166","DOIUrl":"https://doi.org/10.1080/14498596.2024.2302166","url":null,"abstract":"Retrieved rooftops from satellite images have enormous applications. The diversity and complexity of the building structures is challenging. This work proposes to extract building rooftops using tw...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":"97 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139759557","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}
In this study, we introduce two spatial approaches to enhance semantic segmentation accuracy in remote sensing imagery in resource-constrained computational environments, with a focus on edge regio...
{"title":"Contextual band addition and multi-look inferencing to improve semantic segmentation model performance on satellite images","authors":"Syed Roshaan Ali Shah, Obaid-Ur- Rehman, Yasir Shabbir, Rana AhmadFaraz Ishaq","doi":"10.1080/14498596.2024.2305124","DOIUrl":"https://doi.org/10.1080/14498596.2024.2305124","url":null,"abstract":"In this study, we introduce two spatial approaches to enhance semantic segmentation accuracy in remote sensing imagery in resource-constrained computational environments, with a focus on edge regio...","PeriodicalId":50045,"journal":{"name":"Journal of Spatial Science","volume":"57 1","pages":""},"PeriodicalIF":1.9,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139759561","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}
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