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...
{"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":"134 1","pages":""},"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}
Pub Date : 2024-08-06DOI: 10.1080/07038992.2024.2379915
Linda Flade, Chris Hopkinson, Laura Chasmer
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...
{"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":"69 1","pages":""},"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}
Pub Date : 2024-07-31DOI: 10.1080/07038992.2024.2377641
Nan Xu, Shiyi Zhang, Shuai Jiang
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...
{"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":"64 1","pages":""},"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}
Pub Date : 2024-07-30DOI: 10.1080/07038992.2024.2374788
Mahya Jodeiri Rad, Costas Armenakis
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...
{"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":"69 1","pages":""},"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}
Pub Date : 2024-07-08DOI: 10.1080/07038992.2024.2371359
Alexander P. Trishchenko, Calin Ungureanu
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...
{"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":"37 1","pages":""},"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}
Pub Date : 2024-07-04DOI: 10.1080/07038992.2024.2363236
Simon Pena Pereira, Azarakhsh Rafiee, Stef Lhermitte
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...
{"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":"18 1","pages":""},"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}
Pub Date : 2024-05-31DOI: 10.1080/07038992.2024.2338357
Daniel A. Jewell, Linda M. Campbell, H. Peter White
Satellite imagery can be analyzed to offer a preliminary regional assessment of mine tailings indicators, enabling identification before performing in-depth fieldwork. Nova Scotia, Canada, still re...
{"title":"An Exploration of False Positives Following Multispectral Analysis of Mine Tailings Extent","authors":"Daniel A. Jewell, Linda M. Campbell, H. Peter White","doi":"10.1080/07038992.2024.2338357","DOIUrl":"https://doi.org/10.1080/07038992.2024.2338357","url":null,"abstract":"Satellite imagery can be analyzed to offer a preliminary regional assessment of mine tailings indicators, enabling identification before performing in-depth fieldwork. Nova Scotia, Canada, still re...","PeriodicalId":48843,"journal":{"name":"Canadian Journal of Remote Sensing","volume":"13 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141259695","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 : 2024-05-31DOI: 10.1080/07038992.2024.2355937
Jason Beaver, Elyn R. Humphreys, Douglas King
Peatlands are a critical component of the global carbon cycle. Within Canada, the Hudson Bay Lowlands (HBL) has accumulated an estimated 33 Gt of carbon as peat because of a small but persistent di...
{"title":"Random Forest Development and Modeling of Gross Primary Productivity in the Hudson Bay Lowlands","authors":"Jason Beaver, Elyn R. Humphreys, Douglas King","doi":"10.1080/07038992.2024.2355937","DOIUrl":"https://doi.org/10.1080/07038992.2024.2355937","url":null,"abstract":"Peatlands are a critical component of the global carbon cycle. Within Canada, the Hudson Bay Lowlands (HBL) has accumulated an estimated 33 Gt of carbon as peat because of a small but persistent di...","PeriodicalId":48843,"journal":{"name":"Canadian Journal of Remote Sensing","volume":"48 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141257541","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 : 2024-05-30DOI: 10.1080/07038992.2024.2356688
Mohammed Dabboor, Junye Xu, Maria Vakalopoulou, Stéphane Bélair, Jarrett Powers, Marco Carrera, Leqiang Sun
The RADARSAT Constellation Mission (RCM) performance evaluation is currently in progress for core Synthetic Aperture Radar (SAR) applications. This study aims to investigate the retrieval of Soil M...
{"title":"The RADARSAT Constellation Mission for Soil Moisture Retrieval of Bare Soil by Compact Polarimetry and Random Forest Regression","authors":"Mohammed Dabboor, Junye Xu, Maria Vakalopoulou, Stéphane Bélair, Jarrett Powers, Marco Carrera, Leqiang Sun","doi":"10.1080/07038992.2024.2356688","DOIUrl":"https://doi.org/10.1080/07038992.2024.2356688","url":null,"abstract":"The RADARSAT Constellation Mission (RCM) performance evaluation is currently in progress for core Synthetic Aperture Radar (SAR) applications. This study aims to investigate the retrieval of Soil M...","PeriodicalId":48843,"journal":{"name":"Canadian Journal of Remote Sensing","volume":"31 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141190678","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 : 2024-05-14DOI: 10.1080/07038992.2024.2351004
Kamel Lahssini, Nicolas Baghdadi, Guerric Le Maire, Stéphane Dupuy, Ibrahim Fayad
Canopy height is a fundamental parameter for describing forest ecosystems. GEDI is a spaceborne LiDAR system that was designed to measure vegetation’s vertical structure at a global scale. This stu...
{"title":"Use of GEDI Signal and Environmental Parameters to Improve Canopy Height Estimation over Tropical Forest Ecosystems in Mayotte Island","authors":"Kamel Lahssini, Nicolas Baghdadi, Guerric Le Maire, Stéphane Dupuy, Ibrahim Fayad","doi":"10.1080/07038992.2024.2351004","DOIUrl":"https://doi.org/10.1080/07038992.2024.2351004","url":null,"abstract":"Canopy height is a fundamental parameter for describing forest ecosystems. GEDI is a spaceborne LiDAR system that was designed to measure vegetation’s vertical structure at a global scale. This stu...","PeriodicalId":48843,"journal":{"name":"Canadian Journal of Remote Sensing","volume":"7 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140929842","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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