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Integrating active learning and crowdsourcing into large-scale supervised landcover mapping algorithms

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109 days ago
The foundation of our system is the terrific work by @stephaniedebats w/@kcaylor: https://t.co/toA3wssCiK and https://t.co/EmedrQQmSg
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Additional Information

Competing Interests

The authors declare that they have no competing interests.

Author Contributions

Stephanie R Debats conceived and designed the experiments, performed the experiments, analyzed the data, contributed reagents/materials/analysis tools, wrote the paper, prepared figures and/or tables, performed the computation work, reviewed drafts of the paper.

Lyndon D Estes conceived and designed the experiments, reviewed drafts of the paper.

David R Thompson conceived and designed the experiments, reviewed drafts of the paper.

Kelly K Caylor conceived and designed the experiments, reviewed drafts of the paper.

Data Deposition

The following information was supplied regarding data availability:

Code will be made public on Github.

Funding

This work was supported by the NASA Jet Propulsion Laboratory Strategic University Partnerships (JPL SURP) Graduate Research Program (1524338), the NASA New Investigator Program (NNX15AC64G), and the National Science Foundation (SES-1360463 and EAR-1534544. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.


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