Results 81 to 90 of about 372 (164)

Accuracy and Uncertainty of Sen2Cor Bottom-of-Atmosphere Product

, 2018
The Sentinel‐2 mission is fully operating since June 2017 with a constellation of two polar orbiting satellite units. Both Sentinel‐2A and Sentinel‐2B are equipped with an optical imaging sensor MSI (Multi‐Spectral Instrument) which acquires high spatial resolution optical data products.
Pflug, Bringfried, Louis, Jérôme, Main-Knorn, Magdalena, Debaecker, Vincent, Müller-Wilm, Uwe, Gascon, Ferran, Vermote, Eric   +6 more
openaire   +2 more sources

CloudSEN12, a global dataset for semantic understanding of cloud and cloud shadow in Sentinel-2. [PDF]

Sci Data, 2022
Aybar C, Ysuhuaylas L, Loja J, Gonzales K, Herrera F, Bautista L, Yali R, Flores A, Diaz L, Cuenca N, Espinoza W, Prudencio F, Llactayo V, Montero D, Sudmanns M, Tiede D, Mateo-García G, Gómez-Chova L.   +17 more
europepmc   +1 more source

Impact of atmospheric corrections on satellite imagery for corn yield prediction using machine learning

Smart Agricultural Technology
Satellite images, combined with machine learning algorithms, are widely used to monitor and estimate yield in various crops. Despite the extensive use of remote sensing images in agricultural monitoring, there remains a gap in the understanding of how ...
Octávio Pereira da Costa, Franklin Daniel Inácio, Jéssica Elaine da Silva, Thiago Orlando Costa Barboza, Wender Henrique Batista da Silva, Lorena Nunes Lacerda, Adão Felipe dos Santos   +6 more
doaj   +1 more source

Performance of Copernicus Sentinel-2 Level-2A processor Sen2Cor dependent on cloudiness [PDF]

, 2019
The Copernicus programme is a European initiative for the implementation of information services dealing with environment and security, mainly based on observation data received from Earth Observation (EO) satellites. In the frame of this programme, ESA launched the Copernicus Sentinel- 2A and Sentinel-2B optical imaging satellites.
Pflug, Bringfried, Main-Knorn, Magdalena, Louis, Jérôme, Debaecker, Vincent, Müller-Wilm, Uwe, Gascon, Ferran, Boccia, Valentina   +6 more
openaire   +1 more source

Monitoring Salinity in Inner Mongolian Lakes Based on Sentinel-2 Images and Machine Learning

Remote Sensing
Salinity is an essential parameter for evaluating water quality and plays a crucial role in maintaining the stability of lake ecosystems, particularly in arid and semi-arid climates.
Mingming Deng, Ronghua Ma, Steven Arthur Loiselle, Minqi Hu, Kun Xue, Zhigang Cao, Lixin Wang, Chen Lin, Guang Gao   +8 more
doaj   +1 more source

A globally applicable deep learning model for Sentinel-2 cloud and shadow detection

Science of Remote Sensing
This study presents and evaluates a globally applicable cloud and shadow masking model for Sentinel-2 top-of-atmosphere (TOA) reflectance using a state-of-the-art transformer-based U-Net model (Swin-Unet) trained with nearly 20 thousand globally ...
Dong Luo, Hankui K. Zhang, Hugo De Lemos, Junjie Li, David P. Roy   +4 more
doaj   +1 more source

Large-scale detection of marine debris in coastal areas with Sentinel-2. [PDF]

iScience, 2023
Rußwurm M, Venkatesa SJ, Tuia D.
europepmc   +1 more source

The Swiss data cube, analysis ready data archive using earth observations of Switzerland. [PDF]

Sci Data, 2021
Chatenoux B, Richard JP, Small D, Roeoesli C, Wingate V, Poussin C, Rodila D, Peduzzi P, Peduzzi P, Steinmeier C, Ginzler C, Psomas A, Schaepman ME, Giuliani G.   +13 more
europepmc   +1 more source

Estimating high-resolution albedo for urban applications. [PDF]

Nat Commun
Fork D, Wesley EJ, Banerjee S, Batchu V, Chennapragada A, Crossan K, Cronkite-Ratcliff B, Delich E, Goulden T, Kansal M, Kemp J, Mackres E, Mayer Y, Milman R, Platt JC, Prabhakara S, Prasad G, Shetty S, Stanton C, Sun W, Hutyra LR.   +20 more
europepmc   +1 more source

A PCA-based standardized spectral index from Sentinel-2 for modeling soil macronutrients in the Miandoab region, Iran. [PDF]

Sci Rep
Dianati A, Rasouli-Sadaghiani MH, Asadzadeh F, Sepehr E, Khosravi Aqdam K.   +4 more
europepmc   +1 more source