Pub Date : 2024-07-31DOI: 10.1080/01431161.2024.2380543
Chandler Ross, Douglas Stow, Daniel Sousa, Megan Jennings, Atsushi Nara, Philip Riggan
Accurate representation of the location and amount of burned areas is vital to the understanding of patterns and impacts of fires. Some extant burned area maps appear to have high commission errors...
{"title":"Machine learning approach to burned area mapping for Southern California","authors":"Chandler Ross, Douglas Stow, Daniel Sousa, Megan Jennings, Atsushi Nara, Philip Riggan","doi":"10.1080/01431161.2024.2380543","DOIUrl":"https://doi.org/10.1080/01431161.2024.2380543","url":null,"abstract":"Accurate representation of the location and amount of burned areas is vital to the understanding of patterns and impacts of fires. Some extant burned area maps appear to have high commission errors...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"199 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141944735","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 10.1080/01431161.2024.2379518
S. Rajeswari, P. Rathika
Waterbody extraction from satellite imagery plays a crucial role in various environmental monitoring and management applications. Accurate identification and delineation of water bodies are essenti...
从卫星图像中提取水体在各种环境监测和管理应用中起着至关重要的作用。准确地识别和划分水体至关重要。
{"title":"Emerging methodologies in waterbody delineation: an In-depth review","authors":"S. Rajeswari, P. Rathika","doi":"10.1080/01431161.2024.2379518","DOIUrl":"https://doi.org/10.1080/01431161.2024.2379518","url":null,"abstract":"Waterbody extraction from satellite imagery plays a crucial role in various environmental monitoring and management applications. Accurate identification and delineation of water bodies are essenti...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"1 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141944734","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Recently, methods based on Transformer have been widely used in the research field of hyperspectral image (HSI) change detection (CD). However, existing transformer-based CD research does not suffi...
{"title":"Interactive Siamese spatial-Spectral cross-layer fusion transformer for hyperspectral image change detection","authors":"Chenming Li, Xingyu Feng, Yiyan Zhang, Hongmin Gao, Zhonghao Chen, Shufang Xu","doi":"10.1080/01431161.2024.2379516","DOIUrl":"https://doi.org/10.1080/01431161.2024.2379516","url":null,"abstract":"Recently, methods based on Transformer have been widely used in the research field of hyperspectral image (HSI) change detection (CD). However, existing transformer-based CD research does not suffi...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"13 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141944732","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 10.1080/01431161.2024.2379517
Mengdi Zhang, Hongyi Lu, Shiyin Li, Zhiwei Li
High-resolution wide-swath (HRWS) imaging has emerged as a focal point in synthetic aperture radar (SAR) research. However, conventional SAR systems face challenges in achieving both high azimuth r...
{"title":"High-resolution wide-swath SAR imaging with multifrequency pulse diversity mode in azimuth multichannel system","authors":"Mengdi Zhang, Hongyi Lu, Shiyin Li, Zhiwei Li","doi":"10.1080/01431161.2024.2379517","DOIUrl":"https://doi.org/10.1080/01431161.2024.2379517","url":null,"abstract":"High-resolution wide-swath (HRWS) imaging has emerged as a focal point in synthetic aperture radar (SAR) research. However, conventional SAR systems face challenges in achieving both high azimuth r...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"24 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141944733","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 10.1080/01431161.2024.2371084
Fanlei Meng, Haixin Sun, Jie Li, Tingfa Xu
This study introduces the coupled transformer Network (CTNet), an architecture designed to enhance the robustness and effectiveness of hyperspectral unmixing (HSU) tasks, addressing key limitations...
{"title":"CTNet: an efficient coupled transformer network for robust hyperspectral unmixing","authors":"Fanlei Meng, Haixin Sun, Jie Li, Tingfa Xu","doi":"10.1080/01431161.2024.2371084","DOIUrl":"https://doi.org/10.1080/01431161.2024.2371084","url":null,"abstract":"This study introduces the coupled transformer Network (CTNet), an architecture designed to enhance the robustness and effectiveness of hyperspectral unmixing (HSU) tasks, addressing key limitations...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"41 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141944739","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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: 10.1080/01431161.2024.2373338
M. Tarazona Alvarado, J. L. Salamanca-Coy, K. Forero-Gutièrrez, L. A. Núñez, J. Pisco-Guabave, Fr. Escobar-Diaz, D. Sierra-Porta
Air pollution affects not only the air in cities but also extends to all indoor environments (homes, offices, schools, public places, transportation, etc.), where we spend between 80% and 90% of ou...
{"title":"Assessing and monitoring air quality in cities and urban areas with a portable, modular and low-cost sensor station: calibration challenges","authors":"M. Tarazona Alvarado, J. L. Salamanca-Coy, K. Forero-Gutièrrez, L. A. Núñez, J. Pisco-Guabave, Fr. Escobar-Diaz, D. Sierra-Porta","doi":"10.1080/01431161.2024.2373338","DOIUrl":"https://doi.org/10.1080/01431161.2024.2373338","url":null,"abstract":"Air pollution affects not only the air in cities but also extends to all indoor environments (homes, offices, schools, public places, transportation, etc.), where we spend between 80% and 90% of ou...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"62 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141944741","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 : 2024-07-22DOI: 10.1080/01431161.2024.2377230
Abel Chemura, Shaoqing Lu, Andrew K. Skidmore, Isla Duporge, Stephen J. Lee, Zhaoyang Yu, Shadrack Ngene, Tiejun Wang
Off-road driving activities are common in many protected areas. This study aimed at applying a curvelet-based approach for the automatic extraction, mapping and separation of off-road tracks and an...
{"title":"Mapping off-road tracks and animal paths in protected areas using high-resolution GeoEye-1 panchromatic satellite imagery","authors":"Abel Chemura, Shaoqing Lu, Andrew K. Skidmore, Isla Duporge, Stephen J. Lee, Zhaoyang Yu, Shadrack Ngene, Tiejun Wang","doi":"10.1080/01431161.2024.2377230","DOIUrl":"https://doi.org/10.1080/01431161.2024.2377230","url":null,"abstract":"Off-road driving activities are common in many protected areas. This study aimed at applying a curvelet-based approach for the automatic extraction, mapping and separation of off-road tracks and an...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"82 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141738947","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 : 2024-07-22DOI: 10.1080/01431161.2024.2377231
YongGang Gao, Mingzhu Fang, Hanqiu Xu, Yuting Liu
In recent years, China has launched a number of Gaofen (GF) series earth observation satellites. It is crucial to understand the relationship between the data of the GF series of satellite sensors ...
{"title":"Comparative analysis of multispectral data between GF-1 WFV4 and GF-6 WFV sensors","authors":"YongGang Gao, Mingzhu Fang, Hanqiu Xu, Yuting Liu","doi":"10.1080/01431161.2024.2377231","DOIUrl":"https://doi.org/10.1080/01431161.2024.2377231","url":null,"abstract":"In recent years, China has launched a number of Gaofen (GF) series earth observation satellites. It is crucial to understand the relationship between the data of the GF series of satellite sensors ...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"159 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141738948","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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 : 2024-07-12DOI: 10.1080/01431161.2024.2373340
Mariane S. Reis, Lucélia S. de Barros, Manoel R. Rodrigues Neto, Dayane Rafaela V. de Moraes, Noeli Aline P. Moreira, Gabriel Mikael R. Alves, Bruno V. Adorno, Cassiano Gustavo Messias, Luciano V. Dutra, Camilo D. Rennó, Sidnei João S. Sant’Anna, Maria Isabel S. Escada
Land cover information, derived from the classification of Remote Sensing images, is only useful if accompanied by a rigorous accuracy assessment, usually dependent on reference samples. As field d...
{"title":"Assessing interpreter’s disagreements in land cover reference data collection from historical Landsat time series in Amazon","authors":"Mariane S. Reis, Lucélia S. de Barros, Manoel R. Rodrigues Neto, Dayane Rafaela V. de Moraes, Noeli Aline P. Moreira, Gabriel Mikael R. Alves, Bruno V. Adorno, Cassiano Gustavo Messias, Luciano V. Dutra, Camilo D. Rennó, Sidnei João S. Sant’Anna, Maria Isabel S. Escada","doi":"10.1080/01431161.2024.2373340","DOIUrl":"https://doi.org/10.1080/01431161.2024.2373340","url":null,"abstract":"Land cover information, derived from the classification of Remote Sensing images, is only useful if accompanied by a rigorous accuracy assessment, usually dependent on reference samples. As field d...","PeriodicalId":14369,"journal":{"name":"International Journal of Remote Sensing","volume":"18 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141608943","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}