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Soil Science and Plant Nutrition Volume 56, 2010 - Issue 2
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ORIGINAL ARTICLE

Application of categorical information in the spatial prediction of soil organic carbon in the red soil area of China

Zhongqi Zhang State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008; Graduate University of the Chinese Academy of Sciences, Beijing, 100039, China
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Dongsheng Yu State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008; Graduate University of the Chinese Academy of Sciences, Beijing, 100039, ChinaCorrespondence[email protected]
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Xuezheng Shi State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008; Graduate University of the Chinese Academy of Sciences, Beijing, 100039, China
,
Eric Warner Office of Remote Sensing and Information Resources, Penn State Institutes of the Environment, Pennsylvania State University, University Park, Pennsylvania, 16802, USA
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Hongyan Ren State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008
,
Weixia Sun State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008
,
Manzhi Tan State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008
&
Hongjie Wang State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008
 show all
Pages 307-318 | Received 14 Aug 2009, Accepted 04 Jan 2010, Published online: 21 Dec 2010

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Shunhua Yang, Haitao Zhang, Chuanrong Zhang, Weidong Li, Long Guo & Jiaying Chen. (2019) Predicting soil organic matter content in a plain-to-hill transition belt using geographically weighted regression with stratification. Archives of Agronomy and Soil Science 65:12, pages 1745-1757.
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Articles from other publishers (22)

Shunhua Yang, Yue Dong, Xiaodong Song, Huayong Wu, Xiaorui Zhao, Jinling Yang, Songchao Chen, Jo Smith & Gan-Lin Zhang. (2022) Vertical distribution and influencing factors of deep soil organic carbon in a typical subtropical agricultural watershed. Agriculture, Ecosystems & Environment 339, pages 108141.
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Mohamed S. Shokr, Yasser S. A. Mazrou, Mostafa A. Abdellatif, Ahmed A. El Baroudy, Esawy K. Mahmoud, Ahmed M. Saleh, Abdelaziz A. Belal & Zheli Ding. (2022) Integration of Geostatistical and Sentinal-2AMultispectral Satellite Image Analysis for Predicting Soil Fertility Condition in Drylands. ISPRS International Journal of Geo-Information 11:6, pages 353.
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Mingkai Qu, Hongbo Liu, Xu Guang, Jian Chen, Yongcun Zhao & Biao Huang. (2022) Improving correction quality for in-situ portable X-ray fluorescence (PXRF) using robust geographically weighted regression with categorical land-use types at a regional scale. Geoderma 409, pages 115615.
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Mingkai Qu, Xu Guang, Hongbo Liu, Yongcun Zhao & Biao Huang. (2021) Incorporating Auxiliary Data of Different Spatial Scales for Spatial Prediction of Soil Nitrogen Using Robust Residual Cokriging (RRCoK). Agronomy 11:12, pages 2516.
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Golnaz Ebrahimzadeh, Nafiseh Yaghmaeian Mahabadi, Kamal Khosravi Aqdam & Farrokh Asadzadeh. (2021) Predicting spatial distribution of soil organic matter using regression approaches at the regional scale (Eastern Azerbaijan, Iran). Environmental Monitoring and Assessment 193:9.
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Huan Wang, Xin Zhang, Wei Wu & Hongbin Liu. (2021) Prediction of Soil Organic Carbon under Different Land Use Types Using Sentinel-1/-2 Data in a Small Watershed. Remote Sensing 13:7, pages 1229.
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Yaolin Liu, Yiyun Chen, Zihao Wu, Bozhi Wang & Shaochen Wang. (2021) Geographical detector-based stratified regression kriging strategy for mapping soil organic carbon with high spatial heterogeneity. CATENA 196, pages 104953.
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Jianlin Zhang, Yan Wang, Mingkai Qu, Jian Chen, Lanfang Yang, Biao Huang & Yongcun Zhao. (2020) Source apportionment of soil nitrogen and phosphorus based on robust residual kriging and auxiliary soil-type map in Jintan County, China. Ecological Indicators 119, pages 106820.
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Elsayed Said Mohamed, A. A El Baroudy, T. El-beshbeshy, M. Emam, A. A. Belal, Abdelaziz Elfadaly, Ali A. Aldosari, Abdelraouf. M. Ali & Rosa Lasaponara. (2020) Vis-NIR Spectroscopy and Satellite Landsat-8 OLI Data to Map Soil Nutrients in Arid Conditions: A Case Study of the Northwest Coast of Egypt. Remote Sensing 12:22, pages 3716.
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Mingkai Qu, Jian Chen, Biao Huang & Yongcun Zhao. (2020) Enhancing apportionment of the point and diffuse sources of soil heavy metals using robust geostatistics and robust spatial receptor model with categorical soil-type data. Environmental Pollution 265, pages 114964.
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Chuancheng FU, Haibo ZHANG, Chen TU, Lianzhen LI, Xinghua LIU & Yongming LUO. (2020) Spatial interpolation of orchard soil pH using soil type and planting duration as auxiliary information. Pedosphere 30:5, pages 628-637.
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Elsayed Mohamed, Mohamed Abu-hashim, Mohamed AbdelRahman, Brigitta Schütt & Rosa Lasaponara. (2019) Evaluating the Effects of Human Activity over the Last Decades on the Soil Organic Carbon Pool Using Satellite Imagery and GIS Techniques in the Nile Delta Area, Egypt. Sustainability 11:9, pages 2644.
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Yue Pan, Xiaosong Lu, Dongsheng Yu, Jingjing Huang, Xin Sun & Zhichao Xu. (2018) Quantitative relationships between soil landscape index and classification grain. Journal of Soils and Sediments 19:2, pages 903-916.
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Carmen Cianfrani, Aline Buri, Eric Verrecchia & Antoine Guisan. (2018) Generalizing soil properties in geographic space: Approaches used and ways forward. PLOS ONE 13:12, pages e0208823.
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Chuancheng Fu, Haibo Zhang, Chen Tu, Lianzhen Li & Yongming Luo. (2016) Geostatistical interpolation of available copper in orchard soil as influenced by planting duration. Environmental Science and Pollution Research 25:1, pages 52-63.
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Kennedy Were, Bal Ram Singh & Øystein Bjarne Dick. (2016) Spatially distributed modelling and mapping of soil organic carbon and total nitrogen stocks in the Eastern Mau Forest Reserve, Kenya. Journal of Geographical Sciences 26:1, pages 102-124.
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V. K. Singh, M. Rani, B. S. Dwivedi, S. K. Singh, V. K. Gupta, K. Majumdar & R. P. Mishra. (2015) Soil organic carbon stock variability in the Northern Gangetic Plains of India: interaction between agro-ecological characteristics and cropping systems. Soil Use and Management 31:4, pages 461-473.
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B. A. Miller, S. Koszinski, M. Wehrhan & M. Sommer. (2015) Comparison of spatial association approaches for landscape mapping of soil organic carbon stocks. SOIL 1:1, pages 217-233.
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Heba Elbasiouny, Mohamed Abowaly, Adel Abu_Alkheir & Abd_Allah Gad. (2014) Spatial variation of soil carbon and nitrogen pools by using ordinary Kriging method in an area of north Nile Delta, Egypt. CATENA 113, pages 70-78.
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Marine Lacoste, Budiman Minasny, Alex McBratney, Didier Michot, Valérie Viaud & Christian Walter. (2014) High resolution 3D mapping of soil organic carbon in a heterogeneous agricultural landscape. Geoderma 213, pages 296-311.
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Wei Zhang, Kelin Wang, Hongsong Chen, Xunyang He & Jiguang Zhang. (2012) Ancillary information improves kriging on soil organic carbon data for a typical karst peak cluster depression landscape. Journal of the Science of Food and Agriculture 92:5, pages 1094-1102.
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Shunhua Yang, Yue Dong, Xiaodong Song, Huayong Wu, Xiaorui Zhao, Jinling Yang, Songchao Chen, Smith JU & Gan-Lin Zhang. (2021) Land Use and Edaphic Factors Affect the Distribution and Magnitude of Deep Organic Carbon in a Subtropical Red Soil Critical Zone. SSRN Electronic Journal.
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