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Canadian Journal of Remote Sensing最新文献

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Crop Classification Using Multi-Temporal RADARSAT Constellation Mission Compact Polarimetry SAR Data 利用多时雷达卫星星座任务紧凑极化合成孔径雷达数据进行作物分类
IF 2.6 4区 地球科学
Canadian Journal of Remote Sensing Pub Date : 2024-08-20 DOI: 10.1080/07038992.2024.2384883
Ramin Farhadiani, Saeid Homayouni, Avik Bhattacharya, Masoud Mahdianpari
{"title":"Crop Classification Using Multi-Temporal RADARSAT Constellation Mission Compact Polarimetry SAR Data","authors":"Ramin Farhadiani, Saeid Homayouni, Avik Bhattacharya, Masoud Mahdianpari","doi":"10.1080/07038992.2024.2384883","DOIUrl":"https://doi.org/10.1080/07038992.2024.2384883","url":null,"abstract":"The RADARSAT Constellation Mission (RCM) Compact Polarimetry (CP) data has become a key asset in crop mapping and monitoring for diverse agricultural landscapes. This study utilizes the unique capa...","PeriodicalId":48843,"journal":{"name":"Canadian Journal of Remote Sensing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-08-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142218094","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 Bi-Temporal Airborne Lidar Shrub-to-Tree Aboveground Biomass Model for the Taiga of Western Canada 加拿大西部泰加针叶林双时空激光雷达灌木-树木地上生物量模型
IF 2.6 4区 地球科学
Canadian Journal of Remote Sensing Pub Date : 2024-08-06 DOI: 10.1080/07038992.2024.2379915
Linda Flade, Chris Hopkinson, Laura Chasmer
{"title":"A Bi-Temporal Airborne Lidar Shrub-to-Tree Aboveground Biomass Model for the Taiga of Western Canada","authors":"Linda Flade, Chris Hopkinson, Laura Chasmer","doi":"10.1080/07038992.2024.2379915","DOIUrl":"https://doi.org/10.1080/07038992.2024.2379915","url":null,"abstract":"Monitoring aboveground biomass (AGB) is critical for carbon reporting and quantifying ecosystem change. AGB from field data can be scaled to the region using airborne lidar. However, lidar-based AG...","PeriodicalId":48843,"journal":{"name":"Canadian Journal of Remote Sensing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141940103","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
Estimating GDP by Fusing Nighttime Light and Land Cover Data 通过融合夜间光照和土地覆盖数据估算 GDP
IF 2.6 4区 地球科学
Canadian Journal of Remote Sensing Pub Date : 2024-07-31 DOI: 10.1080/07038992.2024.2377641
Nan Xu, Shiyi Zhang, Shuai Jiang
{"title":"Estimating GDP by Fusing Nighttime Light and Land Cover Data","authors":"Nan Xu, Shiyi Zhang, Shuai Jiang","doi":"10.1080/07038992.2024.2377641","DOIUrl":"https://doi.org/10.1080/07038992.2024.2377641","url":null,"abstract":"Accurate information on gross domestic product (GDP) is essential for better understanding the dynamics of regional economies and urbanization processes. Satellite based nighttime light datasets ca...","PeriodicalId":48843,"journal":{"name":"Canadian Journal of Remote Sensing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141886850","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
Active Reinforcement Learning for the Semantic Segmentation of Urban Images 城市图像语义分割的主动强化学习
IF 2.6 4区 地球科学
Canadian Journal of Remote Sensing Pub Date : 2024-07-30 DOI: 10.1080/07038992.2024.2374788
Mahya Jodeiri Rad, Costas Armenakis
{"title":"Active Reinforcement Learning for the Semantic Segmentation of Urban Images","authors":"Mahya Jodeiri Rad, Costas Armenakis","doi":"10.1080/07038992.2024.2374788","DOIUrl":"https://doi.org/10.1080/07038992.2024.2374788","url":null,"abstract":"Image segmentation using supervised learning algorithms usually requires large amounts of annotated training data, while urban datasets frequently contain unbalanced classes leading to poor detecti...","PeriodicalId":48843,"journal":{"name":"Canadian Journal of Remote Sensing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141940105","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
Enhanced Wheat Head Detection in Images Using Fourier Domain Adaptation and Random Guided Filter 利用傅立叶域自适应和随机引导滤波器增强图像中的麦头检测
IF 2 4区 地球科学
Canadian Journal of Remote Sensing Pub Date : 2024-07-26 DOI: 10.1080/07038992.2024.2367479
Sylvester C. Okafor, Linjing Wei, Solomon Boamah, Le Zhang, Mamadou B. Diallo
{"title":"Enhanced Wheat Head Detection in Images Using Fourier Domain Adaptation and Random Guided Filter","authors":"Sylvester C. Okafor, Linjing Wei, Solomon Boamah, Le Zhang, Mamadou B. Diallo","doi":"10.1080/07038992.2024.2367479","DOIUrl":"https://doi.org/10.1080/07038992.2024.2367479","url":null,"abstract":"","PeriodicalId":48843,"journal":{"name":"Canadian Journal of Remote Sensing","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-07-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141798766","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
Rice Phenology Classification Model Based on Sentinel-1 Using Machine Learning Method on Google Earth Engine 利用谷歌地球引擎上的机器学习方法，建立基于哨兵 1 号的水稻物候分类模型
IF 2 4区 地球科学
Canadian Journal of Remote Sensing Pub Date : 2024-07-17 DOI: 10.1080/07038992.2024.2368036
Hengki Muradi, Dede Dirgahayu Domiri, I. M. Parsa, I. K. Yoga, A. Bustamam, Anisa Rarasati, Sri Harini, R. J. Manalu, M. Subehi
{"title":"Rice Phenology Classification Model Based on Sentinel-1 Using Machine Learning Method on Google Earth Engine","authors":"Hengki Muradi, Dede Dirgahayu Domiri, I. M. Parsa, I. K. Yoga, A. Bustamam, Anisa Rarasati, Sri Harini, R. J. Manalu, M. Subehi","doi":"10.1080/07038992.2024.2368036","DOIUrl":"https://doi.org/10.1080/07038992.2024.2368036","url":null,"abstract":"","PeriodicalId":48843,"journal":{"name":"Canadian Journal of Remote Sensing","volume":null,"pages":null},"PeriodicalIF":2.0,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141831157","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
Cumulative Changes in Minimum Snow/Ice Extent over Canada and Northern USA for 2000–2023 2000-2023 年加拿大和美国北部最小积雪/冰雪面积的累积变化
IF 2.6 4区 地球科学
Canadian Journal of Remote Sensing Pub Date : 2024-07-08 DOI: 10.1080/07038992.2024.2371359
Alexander P. Trishchenko, Calin Ungureanu
{"title":"Cumulative Changes in Minimum Snow/Ice Extent over Canada and Northern USA for 2000–2023","authors":"Alexander P. Trishchenko, Calin Ungureanu","doi":"10.1080/07038992.2024.2371359","DOIUrl":"https://doi.org/10.1080/07038992.2024.2371359","url":null,"abstract":"The Minimum Snow/Ice (MSI) extent is an important climate and environmental indicator related to surface hydrology and freshwater resources. Variations in the MSI extent over the four first-order r...","PeriodicalId":48843,"journal":{"name":"Canadian Journal of Remote Sensing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141587851","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
Automated Rooftop Solar Panel Detection Through Convolutional Neural Networks 通过卷积神经网络自动检测屋顶太阳能电池板
IF 2.6 4区 地球科学
Canadian Journal of Remote Sensing Pub Date : 2024-07-04 DOI: 10.1080/07038992.2024.2363236
Simon Pena Pereira, Azarakhsh Rafiee, Stef Lhermitte
{"title":"Automated Rooftop Solar Panel Detection Through Convolutional Neural Networks","authors":"Simon Pena Pereira, Azarakhsh Rafiee, Stef Lhermitte","doi":"10.1080/07038992.2024.2363236","DOIUrl":"https://doi.org/10.1080/07038992.2024.2363236","url":null,"abstract":"Transforming the global energy sector from fossil-fuel based to renewable energy sources is crucial to limiting global warming and achieving climate neutrality. The decentralized nature of the rene...","PeriodicalId":48843,"journal":{"name":"Canadian Journal of Remote Sensing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141568383","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
Changes in Water and Carbon Fluxes in the USA Southern Great Plains Grassland Due to Evergreen Forest Encroachment 常绿森林侵蚀导致美国南部大平原草地水通量和碳通量的变化
IF 2.6 4区 地球科学
Canadian Journal of Remote Sensing Pub Date : 2024-06-14 DOI: 10.1080/07038992.2024.2333976
Xuebin Yang, Xiangming Xiao, Chenchen Zhang, Jorge Celis
{"title":"Changes in Water and Carbon Fluxes in the USA Southern Great Plains Grassland Due to Evergreen Forest Encroachment","authors":"Xuebin Yang, Xiangming Xiao, Chenchen Zhang, Jorge Celis","doi":"10.1080/07038992.2024.2333976","DOIUrl":"https://doi.org/10.1080/07038992.2024.2333976","url":null,"abstract":"","PeriodicalId":48843,"journal":{"name":"Canadian Journal of Remote Sensing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141338652","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
Comparison of Deep and Machine Learning Approaches for Quebec Tree Species Classification Using a Combination of Multispectral and LiDAR Data 使用多光谱和激光雷达数据组合进行魁北克树种分类的深度学习和机器学习方法比较
IF 2.6 4区 地球科学
Canadian Journal of Remote Sensing Pub Date : 2024-06-11 DOI: 10.1080/07038992.2024.2359433
Omid Reisi Gahrouei, Jean-François Côté, Philippe Bournival, Philippe Giguère, Martin Béland
{"title":"Comparison of Deep and Machine Learning Approaches for Quebec Tree Species Classification Using a Combination of Multispectral and LiDAR Data","authors":"Omid Reisi Gahrouei, Jean-François Côté, Philippe Bournival, Philippe Giguère, Martin Béland","doi":"10.1080/07038992.2024.2359433","DOIUrl":"https://doi.org/10.1080/07038992.2024.2359433","url":null,"abstract":"","PeriodicalId":48843,"journal":{"name":"Canadian Journal of Remote Sensing","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141360398","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
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