ESA title
Φ-lab

Publications

Title

Machine Learning for Earth System Observation and Prediction

Published on

Bulletin of the American Meteorological Society

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Date of publication

January 01, 2021

Title

Angular-Based Radiometric Slope Correction for Sentinel-1 on Google Earth Engine

Φ-lab reference
Published on

Remote Sensing

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Date of publication

June 09, 2020

Title

Deep Learning with Open Data for Desert Road Mapping

Published on

Remote Sensing

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Date of publication

July 15, 2020

Title

Measuring Urban Subsidence in the Rome Metropolitan Area (Italy) with Sentinel-1 SNAP-StaMPS Persistent Scatterer Interferometry

Published on

Remote Sensing

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Date of publication

January 11, 2019

Title

Satellite Remote Sensing Analysis of the Qasrawet Archaeological Site in North Sinai

Φ-lab reference
Published on

Remote Sensing

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Date of publication

July 09, 2018

Title

An Interaction Methodology to Collect and Assess User-Driven Requirements to Define Potential Opportunities of Future Hyperspectral Imaging Sentinel Mission

Published on

Remote Sensing

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Date of publication

April 01, 2020

Title

Decoupling Canopy Structure and Leaf Biochemistry: Testing the Utility of Directional Area Scattering Factor (DASF)

Φ-lab reference
Published on

Remote Sensing

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Date of publication

November 11, 2018

Title

Machine and Deep Learning for Earth Observation Data Analysis

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Φ-lab reference
Published on

Remote Sensing

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Date of publication

December 31, 2020

Title

Towards a Large-Scale 3D Modeling of the Built Environment—Joint Analysis of TanDEM-X, Sentinel-2 and Open Street Map Data

Published on

Remote Sensing

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Date of publication

July 25, 2020

Title

Mapping wetland characteristics using temporally dense Sentinel-1 and Sentinel-2 data: A case study in the St. Lucia wetlands, South Africa

Published on

International Journal of applied Earth Observation and Geoinformation

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Date of publication

December 26, 2019

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

Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part B

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IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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Date of publication

December 01, 2020

Title

Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part A

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IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

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Date of publication

January 01, 2021

Title

Large-scale vegetation height mapping from Sentinel data using deep learning

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IGARSS

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Date of publication

September 12, 2019

Title

DISIR: Deep image segmentation with interactive refinement

Published on

ISPRS Annals

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Date of publication

August 01, 2020

Title

Interactive Learning for Semantic Segmentation in Earth Observation

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ECML/PKDD MACLEAN Workshop

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Date of publication

September 01, 2020

Title

On Auxiliary Losses for Semi-Supervised Semantic Segmentation

Published on

ECML/PKDD MACLEAN Workshop

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Date of publication

September 01, 2020

Title

Traffic Attractors and Congestion in the Urban Context, the Case of the City of Rome

Φ-lab reference
Published on

Journal of Geographic Information System

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Date of publication

November 19, 2020

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

SAR for Archaeological Prospection in Europe and in the Middle East

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Φ-lab reference
Published on

Remote Sensing for Archaeology and Cultural Landscapes

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Date of publication

January 01, 2020

Title

Learning surrogates of a radiative transfer model for the Sentinel 5P satellite

Published on

International Conference on Discovery Science

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Date of publication

November 01, 2018

Title

Earth Observation Open Science and Innovation

Φ-lab reference
Published on

International Space Science Institute Scientific Report Series

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Date of publication

June 01, 2020

Title

Proceedings of 2019 Big Data from Space

Φ-lab reference
Published on

Publ. Office of the European Union

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Date of publication

February 21, 2019

Title

Special Issue on Big Data From Space

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IEEE Transactions on Big Data

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Date of publication

August 19, 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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Φ-lab reference
Published on

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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-

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Date of publication

September 24, 2020