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Improved Mask R-CNN Multimodal Framework for Simultaneous Soil Horizon Delineation, Soil Group Identification and SOM Prediction from Soil Profile Images.

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Title: Improved Mask R-CNN Multimodal Framework for Simultaneous Soil Horizon Delineation, Soil Group Identification and SOM Prediction from Soil Profile Images.
Authors: Liu, Qi1,2 (AUTHOR) l1179950583@163.com, Fang, Guodong1,2 (AUTHOR) zhangnaichi@issas.ac.cn, Zhang, Naichi2,3 (AUTHOR), Pei, Chenhao2,3,4 (AUTHOR), Wu, Song2,5 (AUTHOR), Yang, Min4,5,6 (AUTHOR) xzshi@issas.ac.cn, Shen, Jie2,6 (AUTHOR), Yu, Kai6 (AUTHOR), Shi, Xuezheng2 (AUTHOR), Sun, Weixia2 (AUTHOR), Liu, Jie2 (AUTHOR), Liu, Cun2 (AUTHOR), Wang, Yujun2,3 (AUTHOR)
Source: Soil Systems. Mar2026, Vol. 10 Issue 3, p39. 15p.
Database: Academic Search Ultimate
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  Data: <searchLink fieldCode="JN" term="%22Soil+Systems%22">Soil Systems</searchLink>. Mar2026, Vol. 10 Issue 3, p39. 15p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=192664792
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        Value: 10.3390/soilsystems10030039
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        Text: English
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      – TitleFull: Improved Mask R-CNN Multimodal Framework for Simultaneous Soil Horizon Delineation, Soil Group Identification and SOM Prediction from Soil Profile Images.
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              Text: Mar2026
              Type: published
              Y: 2026
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