Forecasting the mechanical compaction influence on soybean yield using XGBoost-ANN

Soil compaction in agricultural fields caused by machinery operations is gradually becoming an important constraint to sustainable agricultural development. Predicting changes in crop yields under compacted environments and warning can help improve crop yields. However, relevant studies are lacking....

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Bibliographic Details

Main Authors:	Na Qin, Xiuli Zhou, Kaiyu Wang, Jinyou Qiao, Hao Sun, Dawei Wang, Boxiang Wang
Format:	Artigo
Language:	Inglês
Published:	Elsevier 2026-03-01
Series:	Information Processing in Agriculture
Subjects:	Mechanical compaction Soybean yield Machine learning Yield forecast Soil penetration resistance
Online Access:	http://www.sciencedirect.com/science/article/pii/S2214317325000447
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