Mapping soil organic carbon distribution across South Africa's major biomes using remote sensing-topo-climatic covariates and Concrete Autoencoder-Deep neural networks

Odebiri, Omosalewa; Mutanga, Onisimo; Odindi, John; Naicker, Rowan

File(s) under embargo

Mapping soil organic carbon distribution across South Africa's major biomes using remote sensing-topo-climatic covariates and Concrete Autoencoder-Deep neural networks

journal contribution

posted on 2024-09-18, 04:04 authored by Omosalewa OdebiriOmosalewa Odebiri, Onisimo Mutanga, John Odindi, Rowan Naicker

Mapping soil organic carbon distribution across South Africa's major biomes using remote sensing-topo-climatic covariates and Concrete Autoencoder-Deep neural networks

History

Journal

Science of the Total Environment

Volume

865

Article number

161150

Pagination

1-14

Location

Amsterdam, The Netherlands

Publisher DOI

https://doi.org/10.1016/j.scitotenv.2022.161150

Open access

No

ISSN

0048-9697

eISSN

1879-1026

Language

eng

Publication classification

C1.1 Refereed article in a scholarly journal

Publisher

Elsevier

Publication URL

http://dx.doi.org/10.1016/j.scitotenv.2022.161150

Usage metrics

Keywords

Biomes Climate Deep learning Remote sensing Soil organic carbon Topography

Licence

Exports

RefWorks

BibTeX

Ref. manager

Endnote

DataCite

NLM

DC

File(s) under embargo

Mapping soil organic carbon distribution across South Africa's major biomes using remote sensing-topo-climatic covariates and Concrete Autoencoder-Deep neural networks

History

Journal

Volume

Article number

Pagination

Location

Publisher DOI

Open access

ISSN

eISSN

Language

Publication classification

Publisher

Publication URL

Usage metrics

Categories

Keywords

Licence

Exports