A generalizable and accessible approach to machine learning with global satellite imagery

A Survey on Deep Learning-Driven Remote Sensing Image Scene Understanding: Scene Classification, Scene Retrieval and Scene-Guided Object Detection

(2019) Yating Gu et al.   Applied Sciences-Basel

Flare Prediction Using Photospheric and Coronal Image Data

(2018) Eric Jonas et al.   SOLAR PHYSICS

Don’t forget people in the use of big data for development

(2018) Joshua Blumenstock   NATURE

Comprehensive survey of deep learning in remote sensing: theories, tools, and challenges for the community

(2017) John E. Ball et al.   Journal of Applied Remote Sensing

Randomized kernels for large scale Earth observation applications

(2017) Adrián Pérez-Suay et al.   REMOTE SENSING OF ENVIRONMENT

Beyond prediction: Using big data for policy problems

(2017) Susan Athey   SCIENCE

Operational High Resolution Land Cover Map Production at the Country Scale Using Satellite Image Time Series

(2017) Jordi Inglada et al.   Remote Sensing

Unsupervised Deep Feature Extraction for Remote Sensing Image Classification

(2016) Adriana Romero et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Improving remote sensing research and education in developing countries: Approaches and recommendations

(2016) Barry Haack et al.   International Journal of Applied Earth Observation and Geoinformation

Combining satellite imagery and machine learning to predict poverty

(2016) N. Jean et al.   SCIENCE

Meta-discoveries from a synthesis of satellite-based land-cover mapping research

(2014) Le Yu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Unsupervised Feature Learning for Aerial Scene Classification

(2013) Anil M. Cheriyadat   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

High-Resolution Global Maps of 21st-Century Forest Cover Change

(2013) M. C. Hansen et al.   SCIENCE

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING