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Extraction of Lilium davidii var. unicolor Planting Information Based on Deep Learning and Multi-Sou...

Extraction of Lilium davidii var. unicolor Planting Information Based on Deep Learning and Multi-Sou...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e8803c07d9784e8085e7ccfd171affbb

Extraction of Lilium davidii var. unicolor Planting Information Based on Deep Learning and Multi-Source Data

About this item

Full title

Extraction of Lilium davidii var. unicolor Planting Information Based on Deep Learning and Multi-Source Data

Publisher

Switzerland: MDPI AG

Journal title

Sensors (Basel, Switzerland), 2024-02, Vol.24 (5), p.1543

Language

English

Formats

Publication information

Publisher

Switzerland: MDPI AG

More information

Scope and Contents

Contents

Accurate extraction of crop acreage is an important element of digital agriculture. This study uses Sentinel-2A, Sentinel-1, and DEM as data sources to construct a multidimensional feature dataset encompassing spectral features, vegetation index, texture features, terrain features, and radar features. The Relief-F algorithm is applied for feature s...

Alternative Titles

Full title

Extraction of Lilium davidii var. unicolor Planting Information Based on Deep Learning and Multi-Source Data

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_e8803c07d9784e8085e7ccfd171affbb

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_e8803c07d9784e8085e7ccfd171affbb

Other Identifiers

ISSN

1424-8220

E-ISSN

1424-8220

DOI

10.3390/s24051543

How to access this item