Olivia Cronin-Golomb, Kate Meyers, Wilson Salls, Blake Schaeffer
{"title":"Quantifying temporal mismatches in satellite and in situ data for aquatic environments.","authors":"Olivia Cronin-Golomb, Kate Meyers, Wilson Salls, Blake Schaeffer","doi":"10.1080/2150704X.2026.2644226","DOIUrl":"https://doi.org/10.1080/2150704X.2026.2644226","url":null,"abstract":"<p><p>Accurate interpretation of satellite-derived water quality algorithms requires comprehensive error quantification. Most errors in satellite-derived water quality estimates are attributed to satellite data processing or algorithm refinement, and in situ data are often considered the reference standard for validation. However, temporal mismatches between satellite overpasses and in situ sampling introduce an additional and distinct source of uncertainty that is frequently acknowledged but remains poorly characterized. A review of Sentinel-2 inland water chlorophyll-<i>a</i> (chl-<i>a</i>) algorithms found sampling time discrepancies ranging from 1 hour to 5 years, with mean absolute errors spanning 0.11 to 39.48 μg L<sup>-1</sup>. To better understand this source of error, we simulated temporal mismatches using a long-term chl-<i>a</i> dataset from buoys on B. Everett Jordan Lake, North Carolina. Results show that the mean absolute deviations increased nonlinearly with rising chl-<i>a</i> concentrations and longer temporal mismatches. The probability of a satellite-derived chl-<i>a</i> value being within ±20% of an in situ measurement ranged from 60- 100% on the same day and declined to 44.44-88.89% after 11 days, depending on chl-<i>a</i> concentration. These findings highlight the npotential impact of temporal mismatches on algorithm performance and the need for consistent quantification and reporting standards in future studies.</p>","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"17 4","pages":"404-415"},"PeriodicalIF":1.5,"publicationDate":"2026-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13094818/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147786846","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An approach to protected designation of origin (PDO) for bee honey utilizing the normalized difference vegetation index (NDVI)","authors":"Hossam F. Abou-Shaara, Ray Sciberras","doi":"10.1080/2150704x.2024.2398816","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2398816","url":null,"abstract":"A methodology designed to monitor vegetation changes over multiple years in the vicinity of an apiary is presented. This approach relies on the utilization of the normalized difference vegetation i...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"1 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142179149","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}
Meixuan Quan, Qiushuang Yan, Chenqing Fan, Junmin Meng, Jie Zhang
{"title":"Analysis of rain effects on China-France oceanography satellite scatterometer backscatter measurements","authors":"Meixuan Quan, Qiushuang Yan, Chenqing Fan, Junmin Meng, Jie Zhang","doi":"10.1080/2150704x.2024.2399328","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2399328","url":null,"abstract":"The rotating fan beam scanning observation mechanism of China-France oceanography satellite (CFOSAT) scatterometer provides more comprehensive ocean measurements. However, its data quality is often...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"153 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142179136","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}
Hongtao Li, Yong Yang, Shengping Wang, Zhigao Chen, Linbang He
{"title":"Automatic detection and extraction of lost shipping containers based on YOLO and the segment anything model","authors":"Hongtao Li, Yong Yang, Shengping Wang, Zhigao Chen, Linbang He","doi":"10.1080/2150704x.2024.2398814","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2398814","url":null,"abstract":"The artificial visual method is currently commonly used to decipher multi-beam water column images to obtain the position and state of lost shipping containers. However, the recognition efficiency ...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"118 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142262033","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}
Willian Vieira de Oliveira, Luciano Vieira Dutra, Sidnei João Siqueira Sant’Anna
{"title":"Unfolding multilevel agglomerative strategies for SVM classification: a case study in discriminating spectrally similar land covers","authors":"Willian Vieira de Oliveira, Luciano Vieira Dutra, Sidnei João Siqueira Sant’Anna","doi":"10.1080/2150704x.2024.2398813","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2398813","url":null,"abstract":"In remote sensing applications, image classification algorithms normally require parameter optimization strategies to adapt to the complexities of the data and determine the model’s parameters for ...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"15 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142179153","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}
{"title":"Wind speed retrieval from X-Band marine radar based on the attenuation horizontal component and azimuth scale expansion method","authors":"Huanyu Yu, Zhizhong Lu, Guanglei Wen, Hui Wang","doi":"10.1080/2150704x.2024.2383382","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2383382","url":null,"abstract":"A method based on attenuation horizontal component and azimuth scale expansion is proposed to extract wind speed from X-band marine radar images. The attenuation horizontal component of each azimut...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"74 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142262034","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}
Xin Peng, Changzhen Qiu, Weiping Yang, Yang Liu, Zhiyong Zhang
{"title":"PAU2-Net: local and global interaction for infrared small target detection","authors":"Xin Peng, Changzhen Qiu, Weiping Yang, Yang Liu, Zhiyong Zhang","doi":"10.1080/2150704x.2024.2391082","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2391082","url":null,"abstract":"Infrared small target detection (ISTD) is a significant technique for search and rescue applications. The lack of intrinsic target features and complex backgrounds make small target detection chall...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"13 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142179140","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}
{"title":"Crop classification based on G-CNN using multi-scale remote sensing images","authors":"Mengmeng Meng, Kaixin Zhang, Yabo Huang, Ning Li, Zhengwei Guo, Zhimin Zhou","doi":"10.1080/2150704x.2024.2388848","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2388848","url":null,"abstract":"Crop classification is important for monitoring crop growth and ensuring national food security. Crop plots have a complex spatial planting structure with a certain degree of fragmentation, which l...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"48 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142179137","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}
Yumin Li, Meiling Gao, Zhenyu Tan, Bing Wang, Zhenhong Li
{"title":"Exploring the optimal sequences for fusing land surface temperature via spatiotemporal fusion: ‘retrieval-then-fusion’ or ‘fusion-then-retrieval’?","authors":"Yumin Li, Meiling Gao, Zhenyu Tan, Bing Wang, Zhenhong Li","doi":"10.1080/2150704x.2024.2391090","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2391090","url":null,"abstract":"Due to the limitations inherent in satellite sensor capabilities, it remains a challenge to balance the temporal and spatial resolutions of current remote sensing observations. Spatiotemporal fusio...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"15 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142179138","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}
Ibrahim Shaik, Yash Manmode, Kande Vamsi Krishna, Sandesh Yadav, Haritha M., Mahesh P., Gowtham Krishna, P. V. Nagamani, G. Srinivasa Rao, S. K. Begum, M. Srinivasa Rao
{"title":"Improved estimation of global surface ocean total alkalinity fields using in-situ and satellite observations","authors":"Ibrahim Shaik, Yash Manmode, Kande Vamsi Krishna, Sandesh Yadav, Haritha M., Mahesh P., Gowtham Krishna, P. V. Nagamani, G. Srinivasa Rao, S. K. Begum, M. Srinivasa Rao","doi":"10.1080/2150704x.2024.2391091","DOIUrl":"https://doi.org/10.1080/2150704x.2024.2391091","url":null,"abstract":"Total Alkalinity (TA) is identified as one of the EssentialClimateVariable (ECV) by the GlobalClimateObservingSystem (GCOS) for climate change impact assessment studies. This also plays an importan...","PeriodicalId":49132,"journal":{"name":"Remote Sensing Letters","volume":"4 1","pages":""},"PeriodicalIF":2.3,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142179139","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}