ESA title
Φ-lab

Publications

Φ-lab / Publications
Mathieu, P.P.
Title

PLFM: Pixel-Level Merging of Intermediate Feature Maps by disentangling and fusing spatial and temporal data for Cloud Removal

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IEEE Transactions on Geoscience and Remote Sensing

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Date of publication

September 22, 2022

Title

ESA-ECMWF workshop report: Machine Learning for Earth System Observation and Prediction - recent progress and research directions

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Nature Partner Journals (npj) Climate and Atmospheric Science

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Date of publication

June 21, 2022

Title

On-Board Volcanic Eruption Detection through CNNs and Satellite Multispectral Imagery

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Remote Sensing MDPI

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Date of publication

September 01, 2021

Title

Crop Type Mapping using PRISMA Hyperspectral Images and One-dimensional Convolutional Neural Network

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IGARSS

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Date of publication

July 11, 2021

Title

Analysis and Detection of Wildfires by using PRISMA Hyperspectral Imagery

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ISPRS Archives

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Date of publication

July 04, 2021

Title

AI Opportunities and Challenges for Crop Type Mapping Using Sentinel-2 and Drone

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IGARSS

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Date of publication

July 11, 2021

Title

Machine Learning for Earth System Observation and Prediction

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Bulletin of the American Meteorological Society

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Date of publication

January 01, 2021

Title

Crop type mapping by using transfer learning

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International Journal of Applied Earth Observation and Geoinformation

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Date of publication

February 18, 2021

Title

Small Satellite Landscape: ESA Earth Observation with a focus on optical mission

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SPIE Remote Sensing

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Date of publication

September 01, 2020

Title

Earth Observation Open Science and Innovation

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International Space Science Institute Scientific Report Series

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Date of publication

June 01, 2020

Title

The Φ-lab Explore Office - Learning from Earth Observation for a more sustainable planet. Φ-lab Explore Office Research & Innovation (R&I) Activities, Focus and Strategy

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esamultimedia.esa.int

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Date of publication

March 01, 2021

Title

Towards a European AI for Earth Observation Research & Innovation Agenda

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Date of publication

September 24, 2020