On the use of satellite Sentinel 2 data for automatic mapping of burnt areas and burn severity [PDF]
, 2018 In this paper, we present and discuss the preliminary tools we devised for the automatic recognition of burnt areas and burn severity developed in the framework of the EU-funded SERV_FORFIRE project.
Ghermandi, Luciana +2 more
core +1 more source
SATELLITE-DERIVED BATHYMETRY USING CONVOLUTIONAL NEURAL NETWORKS AND MULTISPECTRAL SENTINEL-2 IMAGES [PDF]
The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2021 Abstract. Satellite-Derived Bathymetry (SDB) has been used in many applications related to coastal management. SDB can efficiently fill data gaps obtained from traditional measurements with echo sounding. However, it still requires numerous training data, which is not available in many areas.
Y. A. Lumban-Gaol +3 more
openaire +5 more sources
Benchmark of machine learning methods for classification of a Sentinel-2 image [PDF]
, 2016 Thanks to mainly ESA and USGS, a large bulk of free images of the Earth is readily available nowadays. One of the main goals of remote sensing is to label images according to a set of semantic categories, i.e. image classification.
Piragnolo, Marco +2 more
core +1 more source
Urban energy exchanges monitoring from space [PDF]
, 2018 One important challenge facing the urbanization and global environmental change community is to understand the relation between urban form, energy use and carbon emissions.
AJ Arnfield +38 more
core +4 more sources
Unrest at Domuyo Volcano, Argentina, detected by geophysical and geodetic data and morphometric analysis [PDF]
, 2019 New volcanic unrest has been detected in the Domuyo Volcanic Center (DVC), to the east of the Andes Southern Volcanic Zone in Argentina. To better understand this activity, we investigated new seismic monitoring data, gravimetric and magnetic campaign ...
Acosta, Gemma +6 more
core +1 more source
Comparative Analysis of Sentinel-2 MSI and Landsat-8 OLI for Enhanced Land Monitoring [PDF]
E3S Web of ConferencesThe usage of satellite imagery has been extremely beneficial to many industries, such as environmental monitoring, medical mapping, urban planning, and agriculture.
Ruzikulova Oykhumor +7 more
doaj +1 more source
Remote Sensing, 2020 Leaf area index (LAI) estimates can inform decision-making in crop management. The European Space Agency’s Sentinel-2 satellite, with observations in the red-edge spectral region, can monitor crops globally at sub-field spatial resolutions (10–20 m ...
Andrew Revill +5 more
doaj +1 more source
Remote Sensing, 2021 Agricultural runoff transports sediments and nutrients that deteriorate water quality erratically, posing a challenge to ground-based monitoring.
Abubakarr S. Mansaray +5 more
doaj +1 more source
The MORINGA processing chain: Automatic object-based land cover classification of tropical agrosystems using multi-sensor satellite imagery [PDF]
, 2019 Source Agritrop Cirad (https://agritrop.cirad.fr/594650/)International ...
Bégué, Agnès +6 more
core +1 more source
Copernicus Downstream Service Supports Nature-Based Flood Defense: Use of Sentinel Earth Observation Satellites for Coastal Needs [PDF]
, 2015 This is a copy of the article published in Sea-Technology Magazine, which the authors have bought the rights to redistribute.With an uncertain future that includes climate change, sea level rise and increasing coastal populations, being able to make ...
Gómez Enri, Jesús +2 more
core +2 more sources