DeepWealth: A generalizable open-source deep learning framework using satellite images for well-being estimation

Journal article

Open access

Peer reviewed

A. Ben Abbes, Jeaneth Machicao, Pedro L.P. Corrêa, Alison Specht, Rodolphe Devillers, Jean Ometto, Yasuhisa Kondo and David Mouillot

SoftwareX, Vol.27

09/2024

Abstract

Deep learning

Poverty

SDG1

Earth observation

Socioeconomic indices

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https://doi.org/10.1016/j.softx.2024.101785View

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Title: DeepWealth: A generalizable open-source deep learning framework using satellite images for well-being estimation
Creators - without role: A. Ben Abbes - Laboratoire de Psychologie Cognitive
Jeaneth Machicao - Universidade de São Paulo
Pedro L.P. Corrêa - Universidade de São Paulo
Alison Specht - University of Queensland
Rodolphe Devillers - Université de Montpellier, Observation Spatiale, Modèles et Science Impliquée - ESPACE DEV
Jean Ometto - National Institute for Space Research
Yasuhisa Kondo - Research Institute for Humanity and Nature
David Mouillot - Université de Montpellier, MARine Biodiversity, Exploitation & Conservation - MARBEC
Publication Details: SoftwareX, Vol.27
Identifiers: 9935209409311
Academic Unit: Observation Spatiale, Modèles et Science Impliquée - ESPACE DEV; MARine Biodiversity, Exploitation & Conservation - MARBEC
Language: English
Resource Type: Journal article
Local Fields: hal-04645479