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Title

Self-supervised learning – A way to minimize time and effort for precision agriculture?

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ISPRS Archives

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June 06, 2024

Title

A reproducible ensemble machine learning approach to forecast dengue outbreaks

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February 15, 2024

Title

A Semi-Supervised Deep Learning Framework for Change Detection in Open-Pit Mines Using SAR Imagery

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Remote Sensing

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December 01, 2023

Title

A Single-Step Multiclass SVM based on Quantum Annealing for Remote Sensing Data Classification

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

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Date of publication

November 01, 2023

Title

First results of vessel detection with onboard processing of decompressed Sentinel-2 level 0 data by deep learning

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International Geoscience and Remote Sensing Symposium (IGARSS)

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Date of publication

October 20, 2023

Title

Enhancing land cover maps with optical time series and ambiguous loss function

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SPIE Remote Sensing

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Date of publication

October 19, 2023

Title

Approximately Equivariant Quantum Neural Network for p4m Group Symmetries in Images

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IEEE International Conference on Quantum Computing and Engineering (QCE)

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Date of publication

September 01, 2023

Title

Cloud detection in multispectral satellite images using support vector machines with quantum kernels

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International Geoscience and Remote Sensing Symposium (IGARSS)

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July 01, 2023

Title

Toward on-board methane detection in hyperspectral images

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International Geoscience and Remote Sensing Symposium (IGARSS)

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July 01, 2023

Title

Knowledge distillation for memory-efficient on-board image classification of Mars imagery

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International Geoscience and Remote Sensing Symposium (IGARSS)

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Date of publication

July 01, 2023

Title

THRawS: A Novel Dataset for Thermal Hotspots Detection in Raw Sentinel-2 Data

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IEEE Transactions on Geoscience and Remote Sensing

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Date of publication

May 12, 2023

Title

AI4SeaIce: Selecting Loss Functions for Automated SAR Sea Ice Concentration Charting

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April 01, 2023

Title

Trusted Autonomous Operations in Distributed Satellite Systems for Mission Management Using Optical Sensors

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Remote Sensing

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Date of publication

March 22, 2023

Title

Excess mortality attributed to heat and cold: a health impact assessment study in 854 cities in Europe

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Lancet Planetary Health, The

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Date of publication

March 16, 2023

Title

An Interpretable Deep Semantic Segmentation Method for Earth Observation

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International Conference on Intelligent Systems (IS)

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Date of publication

October 23, 2022

Title

Learning Local Depth Regression from Defocus Blur by Soft-Assignment Encoding

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Applied Optics

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Date of publication

October 07, 2022

Title

The Hyperview Challenge: Estimating Soil Parameters from Hyperspectral Images

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IEEE International Conference on Image Processing (ICIP)

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Date of publication

October 01, 2022

Title

Are cloud detection u-nets robust against in-orbit image acquisition conditions?

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International Geoscience and Remote Sensing Symposium (IGARSS)

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Date of publication

September 28, 2022

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

Rapid Training of Quantum Recurrent Neural Networks

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ECML/PKDD Joint European Conference on Machine Learning and Knowledge Discovery in Databases

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Date of publication

September 01, 2022

Title

The association of COVID-19 incidence with temperature, humidity, and UV radiation – A multi-country multi-city analysis

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Environmental Research Letters

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Date of publication

September 01, 2022

Title

Quantum Convolutional Circuits for Earth Observation Image Classification

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International Geoscience and Remote Sensing Symposium (IGARSS)

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Date of publication

July 01, 2022

Title

Weakly-supervised Continual Learning for Class-Incremental Segmentation

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International Geoscience and Remote Sensing Symposium (IGARSS)

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Date of publication

July 01, 2022

Title

Language transformers for remote sensing visual question answer

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International Geoscience and Remote Sensing Symposium (IGARSS)

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Date of publication

July 01, 2022

Title

A Multi-Branch Convolutional Neural Network for Hyperspectral Unmixing

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IEEE Geoscience and Remote Sensing Letters

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Date of publication

June 26, 2022

Title

Extracting high-resolution cultivated land maps

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Date of publication

June 24, 2022

Title

Extracting high-resolution cultivated land maps from Sentinel-2 image series

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International Geoscience and Remote Sensing Symposium (IGARSS)

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Date of publication

June 24, 2022

Title

Graph Neural Networks Extract High-Resolution Cultivated Land Maps From Sentinel-2 Image Series

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IEEE Geoscience and Remote Sensing Letters

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Date of publication

June 22, 2022

Title

ESA-ECMWF Report on recent progress and research directions in machine learning for Earth System observation and prediction

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npj Climate and Atmospheric Science

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Date of publication

June 21, 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

Prompt-RSVQA: Prompting Visual Context to a Language Model for Remote Sensing Visual Question Answering

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IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

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Date of publication

June 01, 2022

Title

Comparing of weather station and climate reanalysis data for modelling temperaure related mortality

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Nature Scientific reports

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Date of publication

March 25, 2022

Title

Deep Learning for Archaeological Object Detection on LiDAR: New Evaluation Measures and Insights

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Remote Sensing

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Date of publication

March 01, 2022

Title

DIAL: Deep Interactive and Active Learning for Semantic Segmentation in Remote Sensing

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

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Date of publication

March 01, 2022

Title

2022 IEEE GRSS Data Fusion Contest: Semi-Supervised Learning

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IEEE Geoscience and Remote Sensing Magazine

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Date of publication

March 01, 2022

Title

Asymptotic modeling of three-dimensional radar backscattering from oil slicks on sea surfaces

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Remote Sensing

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Date of publication

February 17, 2022

Title

Semantic segmentation of metoceanic processes using SAR observations and Deep Learning

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Remote Sensing

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Date of publication

February 11, 2022

Title

AI4SeaIce:Towards Solving Ambiguous SAR Textures in Convolutional Reural Networks for Automatic Sea Ice Charting

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Date of publication

February 07, 2022

Title

Differential mortality risks associated with PM2.5 components: a multi-country multi-city study

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Epidemiology

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Date of publication

February 02, 2022

Title

Differential impact of government lockdown policies on reducing air pollution levels and related mortality in Europe

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Date of publication

January 26, 2022

Title

Energy-based Models in Earth Observation: From Generation to Semi-supervised Learning

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IEEE Transactions on Geoscience and Remote Sensing

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Date of publication

December 01, 2021

Title

Detecting Macro Floating Objects on Coastal Water Bodies using Sentinel-2 Data

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IEEE Oceans Conference Record

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Date of publication

November 29, 2021

Title

SEnSeI: A Deep Learning Module for Creating Sensor Independent Cloud Masks

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IEEE Transactions on Geoscience and Remote Sensing

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Date of publication

November 16, 2021

Title

The Φ-Sat-1 mission: the first on-board deep neural network demonstrator for satellite earth observation

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IEEE Transactions on Geoscience and Remote Sensing

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Date of publication

November 13, 2021

Title

CDCEO’21 FirstWorkshop on Complex Data Challenges in EO

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International Conference on Information and Knowledge Management, Proceedings

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Date of publication

October 26, 2021

Title

KappaMask: AI-Based Cloudmask Processor for Sentinel-2

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Remote Sensing

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Date of publication

October 13, 2021

Title

A cross-sectional analysis of meteorological factors and SARS-CoV-2 transmission in 409 cities across 26 countries

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NATURE COMMUNICATIONS

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Date of publication

October 13, 2021

Title

Artificial Intelligence Applied to Satellite-based Remote Sensing Data for Earth Observation

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Date of publication

October 01, 2021

Title

On circuit based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification

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

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Date of publication

September 20, 2021

Title

How to find a good image-text embedding for remote sensing visual question answering?

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ECML/PKDD Joint European Conference on Machine Learning and Knowledge Discovery in Databases

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Date of publication

September 01, 2021

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

Automated Rain Detection by Dual-PolarizationSentinel-1 Data

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Remote Sensing

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Date of publication

August 01, 2021

Title

Advantages and bottlenecks of quantum machine learningfor remote sensing

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Date of publication

July 12, 2021

Title

A new user oriented platform to develop ai for the estimation of bio-geophysical parameters from eo data

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International Geoscience and Remote Sensing Symposium (IGARSS)

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Date of publication

July 12, 2021

Title

Wind Direction Estimation and Accuracy Retrieval From Sentinel-1 SAR Images Under Thermal and Dynamical Unstable Conditions

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IGARSS

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Date of publication

July 11, 2021

Title

Segmentation of Sentinel-1 SAR Images Over the Ocean, Preliminary Methods and Assessments

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IGARSS

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Date of publication

July 11, 2021

Title

Deep Learning Approach for Tropical Cyclones Classification Based on C-Band Sentinel-1 SAR Images

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IGARSS

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Date of publication

July 11, 2021

Title

Cyclone Monitoring with Sentinel-1: Service Demonstration

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IGARSS

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Date of publication

July 11, 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

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

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

Small-area assessment of temperature-related mortality risks in England and Wales: a case time series analysis

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The Lancet Planetary Health

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Date of publication

July 01, 2021

Title

A New User Oriented Platform to Develop AI for the Estimation of Bio-Geophysical Parameters from EO Data

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International Geoscience and Remote Sensing Symposium (IGARSS)

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Date of publication

July 01, 2021

Title

Pix2Point: Learning Outdoor 3D Using Sparse Point Clouds and Optimal Transport

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International Conference on Machine Vision Applications (MVA)

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Date of publication

July 01, 2021

Title

Long-term Burned Area Reconstruction through Deep Learning

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ICML

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Date of publication

July 01, 2021

Title

Classification and Generation of Earth Observation Images Using a Joint Energy-Based Model

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IGARSS

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Date of publication

July 01, 2021

Title

Spot the GEO Satellites: From Dataset to Kelvins SpotGEO Challenge

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CVPRW

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Date of publication

June 19, 2021

Title

Investigating Spiking Neural Networks for Energy-Efficient On-Board AI Applications. A Case Study in Land Cover and Land Use Classification

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CVPRW

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Date of publication

June 19, 2021

Title

Towards Detecting Floating Objects On A Global Scale With Learned Spatial Features Using Sentinel-2 images

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ISPRS Annals

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Date of publication

June 17, 2021

Title

Weakly Supervised Change Detection Using Guided Anisotropic Diffusion

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Machine Learning Journal

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Date of publication

June 01, 2021

Title

Variational Fusion of Hyperspectral Data by Non-Local Filtering

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Mathematics MDPI

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Date of publication

May 31, 2021

Title

The burden of heat-related mortality attributable to recent human-induced climate change

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Nature Climate Change

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Date of publication

May 31, 2021

Title

Evaluation of the ERA5 reanalysis-based Universal Thermal Climate Index on mortality data in Europe

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Environmental Research

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Date of publication

May 08, 2021

Title

Analysis of the potential drivers of seasonality in COVID-19 transmission dynamics in 409 locations across 26 countries

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European Geosciences Union General Assembly

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Date of publication

April 15, 2021

Title

A Comparative Analysis of the Temperature‐Mortality Risks Using Different Weather Datasets Across Heterogeneous Regions

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GeoHealth

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Date of publication

April 01, 2021

Title

Potential drivers of COVID-19 seasonality in 409 cities across 26 countries

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NATURE COMMUNICATIONS

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Date of publication

April 01, 2021

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

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 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

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

Machine and Deep Learning for Earth Observation Data Analysis

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Remote Sensing

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Date of publication

December 31, 2020

Title

Terrestrial laser scanning in forest ecology: Expanding the horizon

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Remote Sensing of Environment

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Date of publication

December 15, 2020

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

Street to Cloud: Improving Flood Maps With Crowdsourcing and Semantic Segmentation

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Annual Conference on Neural Information Processing Systems

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Date of publication

December 01, 2020

Title

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

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Journal of Geographic Information System

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Date of publication

November 19, 2020

Title

Towards a European AI for Earth Observation Research & Innovation Agenda

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Date of publication

September 24, 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

On Auxiliary Losses for Semi-Supervised Semantic Segmentation

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ECML/PKDD MACLEAN Workshop

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Date of publication

September 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

A Pilot Study on Remote Sensing and Citizen Science for Archaeological Prospection

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Remote Sensing MDPI

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Date of publication

August 28, 2020

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

DISIR: Deep image segmentation with interactive refinement

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ISPRS Annals

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Date of publication

August 01, 2020

Title

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

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Remote Sensing

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Date of publication

July 25, 2020

Title

Deep Learning with Open Data for Desert Road Mapping

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Remote Sensing

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Date of publication

July 15, 2020

Title

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

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Remote Sensing

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Date of publication

June 09, 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

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

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Remote Sensing

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Date of publication

April 01, 2020

Title

SAR for Archaeological Prospection in Europe and in the Middle East

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Remote Sensing for Archaeology and Cultural Landscapes

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Date of publication

January 01, 2020

Title

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

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International Journal of applied Earth Observation and Geoinformation

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Date of publication

December 26, 2019

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

Proceedings of 2019 Big Data from Space

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Publ. Office of the European Union

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Date of publication

February 21, 2019

Title

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

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Remote Sensing

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Date of publication

January 11, 2019

Title

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

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Remote Sensing

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Date of publication

November 11, 2018

Title

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

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International Conference on Discovery Science

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Date of publication

November 01, 2018

Title

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

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Remote Sensing

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Date of publication

July 09, 2018

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