An Automated Crop Growth Detection Method Using Satellite Imagery Data

An Automated Crop Growth Detection Method Using Satellite Imagery Data

This study develops an automated crop growth detection APP, with the functionality to access the cadastral data for the target field, that was to be used for a satellite-imagery-based field survey. A total of 735 ground-truth records of the cabbage cultivation areas in Yunlin were collected via the...

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Bibliographic Details
Main Authors: Dong-Chong Hsiou, Fay Huang, Fu Jie Tey, Tin-Yu Wu, Yi-Chuan Lee
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Agriculture
Subjects:
multispectral satellite imagery
multitemporal satellite imagery
artificial intelligence
gradient boosting decision tree (GBDT)
heading cabbage
Online Access:https://www.mdpi.com/2077-0472/12/4/504

Internet

https://www.mdpi.com/2077-0472/12/4/504

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