Journal ArticleDOI
Improvement and expansion of the Fmask algorithm: cloud, cloud shadow, and snow detection for Landsats 4–7, 8, and Sentinel 2 images
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In this article, a new cirrus band was introduced for detecting clouds, especially for thin cirrus clouds, and a new version of the Fmask algorithm was developed for use with Landsat 8 images.About:
This article is published in Remote Sensing of Environment.The article was published on 2015-03-15. It has received 1018 citations till now. The article focuses on the topics: Cirrus.read more
Citations
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Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data
TL;DR: A multilevel DL architecture that targets land cover and crop type classification from multitemporal multisource satellite imagery outperforms the one with MLPs allowing us to better discriminate certain summer crop types.
Journal ArticleDOI
Optical remotely sensed time series data for land cover classification: A review
TL;DR: In this article, the authors present the issues and opportunities associated with generating and validating time-series informed annual, large-area, land cover products, and identify methods suited to incorporating time series information and other novel inputs for land cover characterization.
Journal ArticleDOI
Cloud detection algorithm comparison and validation for operational Landsat data products
Steve Foga,Pat L. Scaramuzza,Song Guo,Zhe Zhu,Zhe Zhu,Ronald D. Dilley,Tim Beckmann,Gail L. Schmidt,John L. Dwyer,M. Joseph Hughes,Brady Laue +10 more
TL;DR: A workflow to evaluate cloud and cloud shadow masking algorithms using cloud validation masks manually derived from both Landsat 7 Enhanced Thematic Mapper Plus and Landsat 8 OLI/TIRS data is created, finding that CFMask, C code based on the Function of Mask (Fmask) algorithm, and its confidence bands have the best overall accuracy among the many algorithms tested using validation data.
Journal ArticleDOI
The Harmonized Landsat and Sentinel-2 surface reflectance data set
Martin Claverie,Martin Claverie,Junchang Ju,Junchang Ju,Jeffrey G. Masek,Jennifer L. Dungan,Eric Vermote,Jean-Claude Roger,Jean-Claude Roger,Sergii Skakun,Sergii Skakun,Christopher O. Justice +11 more
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Widespread global increase in intense lake phytoplankton blooms since the 1980s
TL;DR: Three decades of high-resolution Landsat 5 satellite imagery are used to investigate long-term trends in intense summertime near-surface phytoplankton blooms for 71 large lakes globally, revealing a worldwide exacerbation of bloom conditions.
References
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Journal ArticleDOI
Overview of the radiometric and biophysical performance of the MODIS vegetation indices
TL;DR: In this paper, the authors evaluated the performance and validity of the MODIS vegetation indices (VI), the normalized difference vegetation index (NDVI) and enhanced vegetation index(EVI), produced at 1-km and 500-m resolutions and 16-day compositing periods.
Book
Morphological Image Analysis: Principles and Applications
TL;DR: This self-contained volume will be valuable to all engineers, scientists, and practitioners interested in the analysis and processing of digital images.
Journal ArticleDOI
Sentinel-2: ESA's Optical High-Resolution Mission for GMES Operational Services
Matthias Drusch,U. Del Bello,S. Carlier,O. Colin,V. Fernandez,F. Gascon,Bianca Hoersch,Claudia Isola,P. Laberinti,P. Martimort,Aime Meygret,Francois Spoto,O. Sy,Franco Marchese,Pier Bargellini +14 more
TL;DR: An overview of the GMES Sentinel-2 mission including a technical system concept overview, image quality, Level 1 data processing and operational applications is provided.
Journal ArticleDOI
Landsat-8: Science and Product Vision for Terrestrial Global Change Research
David P. Roy,Michael A. Wulder,Thomas R. Loveland,Curtis E. Woodcock,Richard G. Allen,Martha C. Anderson,Dennis L. Helder,James R. Irons,Daniel M. Johnson,Robert E. Kennedy,Ted Scambos,Crystal B. Schaaf,John R. Schott,Yongwei Sheng,Eric Vermote,Alan Belward,Robert Bindschadler,Warren B. Cohen,Feng Gao,James D. Hipple,Patrick Hostert,Justin L. Huntington,Christopher O. Justice,Ayse Kilic,V. Kovalskyy,Zhongping Lee,Leo Lymburner,Jeffrey G. Masek,Joel McCorkel,Yanmin Shuai,Ricardo Trezza,James E. Vogelmann,Randolph H. Wynne,Zhe Zhu +33 more
TL;DR: Landsat 8, a NASA and USGS collaboration, acquires global moderate-resolution measurements of the Earth's terrestrial and polar regions in the visible, near-infrared, short wave, and thermal infrared as mentioned in this paper.
Journal ArticleDOI
The MODIS cloud products: algorithms and examples from Terra
Steven Platnick,Michael D. King,Steven A. Ackerman,W.P. Menzel,Bryan A. Baum,Jerome Riedi,Richard A. Frey +6 more
TL;DR: The various algorithms being used for the remote sensing of cloud properties from MODIS data with an emphasis on the pixel-level retrievals (referred to as Level-2 products), with 1-km or 5-km spatial resolution at nadir are described.