Deep learning approaches in remote sensing of soil organic carbon: a review of utility, challenges, and prospects

Odebiri, Omosalewa; Mutanga, Onisimo; Odindi, John; Naicker, Rowan; Masemola, Cecilia; Sibanda, Mbulisi

Deep learning approaches in remote sensing of soil organic carbon: a review of utility, challenges, and prospects

journal contribution

posted on 2024-09-18, 01:13 authored by Omosalewa OdebiriOmosalewa Odebiri, Onisimo Mutanga, John Odindi, Rowan Naicker, Cecilia Masemola, Mbulisi Sibanda

Deep learning approaches in remote sensing of soil organic carbon: a review of utility, challenges, and prospects

History

Journal

Environmental Monitoring and Assessment

Volume

193

Article number

802

Pagination

1-18

Location

London, Eng.

Open access

No

ISSN

0167-6369

eISSN

1573-2959

Language

en

Publication classification

C1.1 Refereed article in a scholarly journal

Issue

12

Publisher

Springer Science and Business Media LLC

Publication URL

http://dx.doi.org/10.1007/s10661-021-09561-6

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Keywords

Carbon Deep Learning Environmental Monitoring Remote Sensing Technology Soil Climate change Deep learning Hyperspectral Multispectral Radar Remote sensing Soil organic carbon

Deep learning approaches in remote sensing of soil organic carbon: a review of utility, challenges, and prospects

History

Journal

Volume

Article number

Pagination

Location

Open access

ISSN

eISSN

Language

Publication classification

Issue

Publisher

Publication URL

Usage metrics

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Keywords

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