Modelling soil organic carbon stock distribution across different land-uses in South Africa: A remote sensing and deep learning approach

Domain:

geospatialenvironment and energy

Record type:

paper

Creator:

OmoOniJohRow

Host:

Modelling soil organic carbon stock distribution across different land-uses in South Africa: A remote sensing and deep learning approach

Visit

Tags

Earth sciences Physical geography and environmental geoscience Engineering Geomatic engineering Machine Learning and Artificial Intelligence 15 Life on Land Soil organic carbon Land use Land-use planning Remote sensing +2

Licenses

All Rights Reserved Restricted Access

Similar

Mapping soil organic carbon distribution across South Africa's major biomes using remote sensing-topo-climatic covariates and Concrete Autoencoder-Deep neural networksEvaluation of projected soil organic carbon stocks under future climate and land cover changes in South Africa using a deep learning approachSoil organic carbon stock and retention rate among land uses along Didessa toposequence in humid Western EthiopiaMapping Soil Organic Carbon Stock Using Multisource Remote Sensing Indicators in Khat (Catha edulis)-Dominated Landscapes of Eastern EthiopiaRemote Sensing and Sustainable Management of Soil Organic Carbon in the Sahelian Area, Senegal, West AfricaUsing deep learning and remote sensing to map the diversity of land use following deforestation across Africa

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

Mapping soil organic carbon distribution across South Africa's major biomes using remote sensing-top

Evaluation of projected soil organic carbon stocks under future climate and land cover changes in South Africa using a deep learning approach

Evaluation of projected soil organic carbon stocks under future climate and land cover changes in So

Soil organic carbon stock and retention rate among land uses along Didessa toposequence in humid Western Ethiopia

Abstract Background There is scarcity of scientific information on stocks and retention r

Mapping Soil Organic Carbon Stock Using Multisource Remote Sensing Indicators in Khat (Catha edulis)-Dominated Landscapes of Eastern Ethiopia

Soil organic carbon (SOC) stock is a key component of terrestrial ecosystems, playing a critical rol

Remote Sensing and Sustainable Management of Soil Organic Carbon in the Sahelian Area, Senegal, West Africa

The mapping of soil organic carbon (SOC) variability was carried out in a Sahelian region of Senegal

Using deep learning and remote sensing to map the diversity of land use following deforestation across Africa

OEMC workshop presentation on using deep learning algorithms and remote sensing images to map land u