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Data · dataset · 2026

China's 30-meter resolution soil organic carbon prediction map at the scale of cultivated land

Listed in Teesside University Research Data Repository

This dataset is derived from a paper with Jin Guo as the first author.

Description

This paper examines the effectiveness of a SOC prediction framework that employs a cross-attention mechanism to encode and integrate continuous spatial background variables and discrete and continuous mixed agricultural utilization variables. It is worth noting that, due to the database's maximum limit of 10GB for data volume, the predicted results uploaded for this dataset are actually 100 times the original pixel values of the data, rounded to two decimal places.

After such processing, the exact accuracy of the data will inevitably be affected to some extent, but the overall distribution trend of the pixel values can still be guaranteed. The actual method of obtaining this data can be found in the detailed discussion in the paper and the relevant data in the appendix (to be published later). For further detailed discussion of this dataset, please feel free to contact Jin Guo (email: guojin020201@163.com) at any time.

Links

Where it is published

Catalogue records · 1

Topics

Provenance · 1 source records, 10 field assertions
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Teesside University Research Data Repositoryoai:data.mendeley.com/v7m86kssjk.113 h agoJSON v1
FieldAssertionExtractorEvidence
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concepts[field].anzsrc:field:461103mapping · researchdata tees ac ukvocabulary-mapper@1.0.0keywords['Deep Learning']
concepts[field].local:field:computer-science-aimapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[modality].local:modality:remote-sensingmapping · researchdata tees ac ukvocabulary-mapper@1.0.0keywords['Remote Sensing']
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