A Deep convolutional neural network for detecting volcanic thermal anomalies from satellite images
The latest generation of high-spatial-resolution satellites produces measurements of high-
temperature volcanic features at global scale, which are valuable to monitor volcanic activity …
temperature volcanic features at global scale, which are valuable to monitor volcanic activity …
Application of GIS and remote sensing in mineral exploration: current and future perspectives
Purpose This paper aims to give an oversight of what is being done by researchers in GIS
and remote sensing (field) to explore minerals. The main objective of this review is to …
and remote sensing (field) to explore minerals. The main objective of this review is to …
Taking artificial intelligence into space through objective selection of hyperspectral earth observation applications: To bring the “brain” close to the “eyes” of satellite …
AM Wijata, MF Foulon, Y Bobichon… - … and Remote Sensing …, 2023 - ieeexplore.ieee.org
Recent advances in remote sensing hyperspectral imaging and artificial intelligence (AI)
bring exciting opportunities to various fields of science and industry that can directly benefit …
bring exciting opportunities to various fields of science and industry that can directly benefit …
The VEI 2 Christmas 2018 Etna eruption: a small but intense eruptive event or the starting phase of a larger one?
The Etna flank eruption that started on 24 December 2018 lasted a few days and involved
the opening of an eruptive fissure, accompanied by a seismic swarm and shallow …
the opening of an eruptive fissure, accompanied by a seismic swarm and shallow …
Convolutional neural network algorithms for semantic segmentation of volcanic ash plumes using visible camera imagery
In the last decade, video surveillance cameras have experienced a great technological
advance, making capturing and processing of digital images and videos more reliable in …
advance, making capturing and processing of digital images and videos more reliable in …
Retrieval and mapping of soil organic carbon using sentinel-2A spectral images from bare cropland in autumn
K Wang, Y Qi, W Guo, J Zhang, Q Chang - Remote Sensing, 2021 - mdpi.com
Soil is the largest carbon reservoir on the terrestrial surface. Soil organic carbon (SOC) not
only regulates global climate change, but also indicates soil fertility level in croplands. SOC …
only regulates global climate change, but also indicates soil fertility level in croplands. SOC …
Anatomy of a paroxysmal lava fountain at etna volcano: The case of the 12 March 2021, episode
On 13 December 2020, Etna volcano entered a new eruptive phase, giving rise to a number
of paroxysmal episodes involving increased Strombolian activity from the summit craters …
of paroxysmal episodes involving increased Strombolian activity from the summit craters …
Characterization of volcanic cloud components using machine learning techniques and SEVIRI infrared images
Volcanic explosive eruptions inject several different types of particles and gasses into the
atmosphere, giving rise to the formation and propagation of volcanic clouds. These can pose …
atmosphere, giving rise to the formation and propagation of volcanic clouds. These can pose …
Data-driven random forest models for detecting volcanic hot spots in Sentinel-2 MSI images
Volcanic thermal anomalies are monitored with an increased application of optical satellite
sensors to improve the ability to identify renewed volcanic activity. Hotspot detection …
sensors to improve the ability to identify renewed volcanic activity. Hotspot detection …
[HTML][HTML] Joint use of Sentinel-2 and Sentinel-1 data for rapid mapping of volcanic eruption deposits in Southeast Asia
A Orynbaikyzy, S Plank, Y Vetrita, S Martinis… - International Journal of …, 2023 - Elsevier
Abstract Indonesia and Papua New Guinea (PNG) have 97 active volcanoes with high
concentration of human life in the very close proximity to them. In case of a volcanic eruption …
concentration of human life in the very close proximity to them. In case of a volcanic eruption …