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Periodic Reporting for period 3 - DeepCube (EXPLAINABLE AI PIPELINES FOR BIG COPERNICUS DATA)

Project: DeepCube

Updated at: 31-07-2024

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Project acronym DeepCube

EO and non-EO data ingestion report - v2

Project: DeepCube

Updated at: 31-07-2024

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Project acronym DeepCube

DeepCube Platform - v2

Project: DeepCube

Updated at: 31-07-2024

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Status of Liaison activities v2

Project: DeepCube

Updated at: 31-07-2024

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Project acronym DeepCube

Creation of training datasets, data cubes & ontologies-v1

Project: DeepCube

Updated at: 31-07-2024

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Data Management Plan v2

Project: DeepCube

Updated at: 31-07-2024

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Final dissemination and communication report

Project: DeepCube

Updated at: 31-07-2024

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AutoAblation: Automated Parallel Ablation Studies for Deep Learning

Project: DeepCube

Updated at: 12-03-2024

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Project acronym DeepCube

Integration of a Deep-Learning-Based Fire Model Into a Global Land Surface Model

Project: DeepCube

Updated at: 04-03-2024

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Project acronym DeepCube

Exploring interactions between socioeconomic context and natural hazards on human population displacement

Project: DeepCube

Updated at: 04-03-2024

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Project acronym DeepCube

Toward Robust Parameterizations in Ecosystem-Level Photosynthesis Models

Project: DeepCube

Updated at: 04-03-2024

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Project acronym DeepCube

Role of locality, fidelity and symmetry regularization in learning explainable representations

Project: DeepCube

Updated at: 04-03-2024

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Project acronym DeepCube

Pluto: A global volcanic activity early warning system powered by large scale self-supervised deep learning on InSAR dat...

Project: DeepCube

Updated at: 04-03-2024

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Project acronym DeepCube

Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean

Project: DeepCube

Updated at: 04-03-2024

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Project acronym DeepCube

Website & Material

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

Hephaestus: A large scale multitask dataset towards InSAR understanding

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

Assessing the Added Value of Sentinel-1 PolSAR Data for Crop Classification

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

Benchmarking and scaling of deep learning models for land cover image classification

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

Learning From Synthetic InSAR With Vision Transformers: The Case of Volcanic Unrest Detection

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

Mid-term dissemination plan

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

Status of Liaison activities v1

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

EO and non-EO data ingestion report - v1

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

Sen4AgriNet: A Harmonized Multi-Country, Multi-Temporal Benchmark Dataset for Agricultural Earth Observation Machine Lea...

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

DeepCube technical components-v1

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

Learning class prototypes from Synthetic InSAR with Vision Transformers

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

Self-supervised Contrastive Learning for Volcanic Unrest Detection

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

Deep Learning Methods for Daily Wildfire Danger Forecasting

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

Initial Communication and Dissemination plan

Project: DeepCube

Updated at: 31-12-2023

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Project Management & Quality plan

Project: DeepCube

Updated at: 31-12-2023

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Project acronym DeepCube

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Periodic Reporting for period 3 - DeepCube (EXPLAINABLE AI PIPELINES FOR BIG COPERNICUS DATA)

EO and non-EO data ingestion report - v2

DeepCube Platform - v2

Status of Liaison activities v2

Creation of training datasets, data cubes & ontologies-v1

Data Management Plan v2

Final dissemination and communication report

AutoAblation: Automated Parallel Ablation Studies for Deep Learning

Integration of a Deep-Learning-Based Fire Model Into a Global Land Surface Model

Exploring interactions between socioeconomic context and natural hazards on human population displacement

Toward Robust Parameterizations in Ecosystem-Level Photosynthesis Models

Role of locality, fidelity and symmetry regularization in learning explainable representations

Pluto: A global volcanic activity early warning system powered by large scale self-supervised deep learning on InSAR dat...

Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean

Website & Material

Hephaestus: A large scale multitask dataset towards InSAR understanding

Assessing the Added Value of Sentinel-1 PolSAR Data for Crop Classification

Benchmarking and scaling of deep learning models for land cover image classification

Learning From Synthetic InSAR With Vision Transformers: The Case of Volcanic Unrest Detection

Learning to forecast vegetation greenness at fine resolution over Africa with ConvLSTMs

Mid-term dissemination plan

Status of Liaison activities v1

EO and non-EO data ingestion report - v1

Sen4AgriNet: A Harmonized Multi-Country, Multi-Temporal Benchmark Dataset for Agricultural Earth Observation Machine Lea...

DeepCube technical components-v1

Learning class prototypes from Synthetic InSAR with Vision Transformers

Self-supervised Contrastive Learning for Volcanic Unrest Detection

Deep Learning Methods for Daily Wildfire Danger Forecasting

Initial Communication and Dissemination plan

Project Management & Quality plan