| Spatial interpolation of orchard soil pH using soil type and planting duration as auxiliary information | |
Fu, Chuancheng1,2; Zhang, Haibo1,2 ; Tu, Chen1; Li, Lianzhen1; Liu, Xinghua1,2; Luo, Yongming1,2
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| 发表期刊 | PEDOSPHERE
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| ISSN | 1002-0160 |
| 2020-10-01 | |
| 卷号 | 30期号:5页码:628-637 |
| 关键词 | Jiaodong Peninsula cokriging kriging orchard soil properties soil acidification soil map |
| DOI | 10.1016/S1002-0160(18)60045-1 |
| 通讯作者 | Luo, Yongming(ymluo@yic.ac.cn) |
| 英文摘要 | Intensified field management in orcahrds has resulted in significant and widespread acidification in the soils. However, effectively mapping the spatial patterns of soil pH aiming to support ecological management is impeded by its large variotions across soil types and planting durations. Kriging methods were used to integrate soil type and planting duration information for effective mapping of orchard soil pH in a case study in orchards of the Northeast Jiaodong Peninsula, East China. A total of 1 472 surface soil samples were collected, and the planting duration of each sampled orchard was acquired to generate a planting duration map via Voronoi tessellations. The performance of five kriging methods was compared, namely, ordinary kriging (OK), OK combined with soil type (OK_ST), OK combined with planting duration (OK_PD), cokriging combined with soil type and planting duration (OCK_STPD), and OK combined with soil type and planting duration (OK_STPD). Results showed that soil pH declined significantly with increasing planting duration and exhibited moderate spatial variability over the study area. Soil type and planting duration both had significant influence on the spatial distribution of soil pH. The OCK_STPD and OK_STPD methods showed better prediction efficiency than OK, OK_ST, or OK_PD. With regard to the predicted maps of soil pH, the OCK_STPD and OK_STPD methods highly reflected local variations associated with soil type and planting duration, but the OK method was poorly representative. Categorical soil type and planting duration information may be used as ancillary information to improve the mapping quality of orchard soil pH. The OCK_STPD and OK_STPD methods were practical and efficient methods for interpolating orchard soil pH in the study area. The resultant high-quality soil pH maps can contribute to improved site-specific management in the orchards. |
| 资助机构 | National Key Research and Development Plan of China ; National High Technology Research and Development Program (863 Program) of China |
| 收录类别 | SCI |
| 语种 | 英语 |
| 关键词[WOS] | ORGANIC-MATTER ; GEOSTATISTICAL INTERPOLATION ; CATEGORICAL INFORMATION ; TOTAL NITROGEN ; HEAVY-METALS ; PREDICTION ; ACIDIFICATION ; VARIABILITY ; VARIABLES ; REGRESSION |
| 研究领域[WOS] | Agriculture |
| WOS记录号 | WOS:000558775300006 |
| 引用统计 | |
| 文献类型 | 期刊论文 |
| 条目标识符 | http://ir.yic.ac.cn/handle/133337/28555 |
| 专题 | 中国科学院海岸带环境过程与生态修复重点实验室_海岸带环境过程实验室 中国科学院海岸带环境过程与生态修复重点实验室 |
| 通讯作者 | Luo, Yongming |
| 作者单位 | 1.Chinese Acad Sci, Yantai Inst Coastal Zone Res, CAS Key Lab Coastal Environm Proc & Ecol Remediat, Yantai 264003, Peoples R China 2.Univ Chinese Acad Sci, Beijing 100049, Peoples R China |
| 推荐引用方式 GB/T 7714 | Fu, Chuancheng,Zhang, Haibo,Tu, Chen,et al. Spatial interpolation of orchard soil pH using soil type and planting duration as auxiliary information[J]. PEDOSPHERE,2020,30(5):628-637. |
| APA | Fu, Chuancheng,Zhang, Haibo,Tu, Chen,Li, Lianzhen,Liu, Xinghua,&Luo, Yongming.(2020).Spatial interpolation of orchard soil pH using soil type and planting duration as auxiliary information.PEDOSPHERE,30(5),628-637. |
| MLA | Fu, Chuancheng,et al."Spatial interpolation of orchard soil pH using soil type and planting duration as auxiliary information".PEDOSPHERE 30.5(2020):628-637. |
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