Articles | Volume 12, issue 6
https://doi.org/10.5194/bg-12-1635-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
https://doi.org/10.5194/bg-12-1635-2015
© Author(s) 2015. This work is distributed under
the Creative Commons Attribution 3.0 License.
the Creative Commons Attribution 3.0 License.
Soil organic carbon in the Sanjiang Plain of China: storage, distribution and controlling factors
D. H. Mao
Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
Z. M. Wang
CORRESPONDING AUTHOR
Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
L. Li
Department of Earth Sciences, Indiana University–Purdue University, Indianapolis 46202, USA
Z. H. Miao
Jilin Province Water Resource and Hydropower Consultative Company of P. R. China, Changchun 130021, China
W. H. Ma
College of Life Science, Inner Mongolia University, Huhhot, Inner Mongolia Autonomous Region 010021, China
C. C. Song
Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
C. Y. Ren
Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
M. M. Jia
Key Laboratory of Wetland Ecology and Environment, Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
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78 citations as recorded by crossref.
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- Mapping soil organic carbon stocks of northeastern China using expert knowledge and GIS-based methods X. Song et al. 10.1007/s11769-017-0869-7
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- Soil organic carbon distribution in Mediterranean areas under a climate change scenario via multiple linear regression analysis A. Olaya-Abril et al. 10.1016/j.scitotenv.2017.03.021
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- Remote sensing of depth-induced variations in soil organic carbon stocks distribution within different vegetated landscapes O. Odebiri et al. 10.1016/j.catena.2024.108216
78 citations as recorded by crossref.
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- Hyperspectral Image Classification on Large-Scale Agricultural Crops: The Heilongjiang Benchmark Dataset, Validation Procedure, and Baseline Results H. Zhang et al. 10.3390/rs16030478
- Nutrient Variability Mapping and Demarcating Management Zones by Employing Fuzzy Clustering in Southern Coastal Region of Tamil Nadu, India A. Venugopal et al. 10.3390/su16052095
- Association of Soil Aggregation with the Distribution and Quality of Organic Carbon in Soil along an Elevation Gradient on Wuyi Mountain in China L. Li et al. 10.1371/journal.pone.0150898
- Evaluation of spatial distribution and regional zone delineation for micronutrients in a semiarid Deccan Plateau Region of India A. Shukla et al. 10.1002/ldr.2992
- Conversion of drylands to paddy fields on former wetlands restores soil organic carbon by accumulating labile carbon fractions in the Sanjiang Plain, northeast China H. Chen et al. 10.1002/jsfa.12171
- Spatial and Temporal Variations in Soil Organic Matter and Their Influencing Factors in the Songnen and Sanjiang Plains of China (1984–2021) H. Zhao et al. 10.3390/land13091447
- Mapping soil organic carbon stocks of northeastern China using expert knowledge and GIS-based methods X. Song et al. 10.1007/s11769-017-0869-7
- Large-scale crop mapping from multi-source optical satellite imageries using machine learning with discrete grids S. Yan et al. 10.1016/j.jag.2021.102485
- Strategic land management for ecosystem Sustainability: Scenario insights from the Northeast black soil region Y. Zhang et al. 10.1016/j.ecolind.2024.112784
- Identifying spatial similarities and mismatches between supply and demand of ecosystem services for sustainable Northeast China H. Xiang et al. 10.1016/j.ecolind.2021.108501
- Variations in Soil Organic Carbon Stocks under Different Land-Use Categories in Subtropical Ecosystems of Kashmir H. Shaheen et al. 10.1093/forsci/fxab028
- Diverse policies leading to contrasting impacts on land cover and ecosystem services in Northeast China D. Mao et al. 10.1016/j.jclepro.2019.117961
- Urbanization Drives SOC Accumulation, Its Temperature Stability and Turnover in Forests, Northeastern China C. Zhai et al. 10.3390/f8040130
- Distribution Characteristics and Genesis of Iron and Manganese Ions in Groundwater of Eastern Sanjiang Plain, China M. Wang et al. 10.3390/w15112068
- Changes in surface soil organic/inorganic carbon concentrations and their driving forces in reclaimed coastal tidal flats H. Zhang et al. 10.1016/j.geoderma.2019.06.003
- The three-dimension zonal pattern of soil organic carbon density in China’s forests J. Yuan et al. 10.1016/j.catena.2020.104950
- How does tillage intensity affect soil organic carbon? A systematic review N. Haddaway et al. 10.1186/s13750-017-0108-9
- Assessment of Soil Carbon Stock and Soil Quality in Different Forest Stands and Management Regimes in Terai Region of Nepal D. Kandel et al. 10.1155/2024/1739115
- Combining Artificial Neural Network and Ordinary Kriging to Predict Wetland Soil Organic Carbon Concentration in China’s Liao River Basin Y. Kang et al. 10.3390/s20247005
- Effects of farmland landscape pattern on spatial distribution of soil organic carbon in Lower Liaohe Plain of northeastern China X. Liu et al. 10.1016/j.ecolind.2022.109652
- Effects of Temporal and Spatial Changes in Wetlands on Regional Carbon Storage in the Naoli River Basin, Sanjiang Plain, China X. Dai et al. 10.3390/land12071300
- Soil organic carbon stocks and their determining factors in the Dano catchment (Southwest Burkina Faso) O. Hounkpatin et al. 10.1016/j.catena.2018.04.013
- Effects of Land Use Patterns on the Bacterial Community Structure and Diversity of Wetland Soils in the Sanjiang Plain X. Guo & Y. Zhou 10.1007/s42729-020-00309-8
- Spatial Expansion and Soil Organic Carbon Storage Changes of Croplands in the Sanjiang Plain, China W. Man et al. 10.3390/su9040563
- Prediction of soil organic carbon in an intensively managed reclamation zone of eastern China: A comparison of multiple linear regressions and the random forest model H. Zhang et al. 10.1016/j.scitotenv.2017.02.146
- Spatial Distribution of Stony Desertification and Key Influencing Factors on Different Sampling Scales in Small Karst Watersheds Z. Zhang et al. 10.3390/ijerph15040743
- Mapping Soil Organic Carbon in Low-Relief Farmlands Based on Stratified Heterogeneous Relationship Z. Wu et al. 10.3390/rs14153575
- Evaluation and Prediction of Ecological Benefits in Song-Liao River Basin J. Cao et al. 10.3390/rs16213993
- Storage of Soil Organic Carbon and Its Spatial Variability in an Agro-Pastoral Ecotone of Northern China Y. Zhang et al. 10.3390/su12062259
- Dynamics and driving factors of the organic carbon fractions in agricultural land reclaimed from coastal wetlands in eastern China H. Zhang et al. 10.1016/j.ecolind.2018.01.039
- Applicability of GIS-based spatial interpolation and simulation for estimating the soil organic carbon storage in karst regions Z. Zhang et al. 10.1016/j.gecco.2019.e00849
- Impact of wetland change on ecosystem services in different urbanization stages: A case study in the Hang-Jia-Hu region, China X. Zhang et al. 10.1016/j.ecolind.2023.110382
- Wetland changes in the Amur River Basin: Differing trends and proximate causes on the Chinese and Russian sides D. Mao et al. 10.1016/j.jenvman.2020.111670
- Change in SOC content in a small karst basin for the past 35 years and its influencing factors Z. Zhang et al. 10.1080/03650340.2018.1474520
- Exploring the optimal sampling density to characterize spatial heterogeneity of soil carbon stocks in a Karst Region z. Zhang et al. 10.1002/agj2.20467
- Climate and land use changes effects on soil organic carbon stocks in a Mediterranean semi-natural area B. Lozano-García et al. 10.1016/j.scitotenv.2016.11.111
- Proportional allocation with soil depth improved mapping soil organic carbon stocks M. Zhang et al. 10.1016/j.still.2022.105519
- Environmental laws and ecological restoration projects enhancing ecosystem services in China: A meta-analysis T. Liu et al. 10.1016/j.jenvman.2022.116810
- Ultrahigh Dimensional Variable Selection for Interpolation of Point Referenced Spatial Data: A Digital Soil Mapping Case Study B. Fitzpatrick et al. 10.1371/journal.pone.0162489
- Spatial changes and driving variables of topsoil organic carbon stocks in Chinese croplands under different fertilization strategies F. Ren et al. 10.1016/j.scitotenv.2020.144350
- Soil organic carbon density and its driving factors in forest ecosystems across a northwestern province in China J. Guan et al. 10.1016/j.geoderma.2019.05.035
- Mapping Topsoil Carbon Storage Dynamics of Croplands Based on Temporal Mosaicking Images of Landsat and Machine Learning Approach X. Li et al. 10.3390/rs16112010
- Spatiotemporal Variation in Aboveground Biomass and Its Response to Climate Change in the Marsh of Sanjiang Plain Y. Liu et al. 10.3389/fpls.2022.920086
- Temperature related to the spatial heterogeneity of wetland soil total nitrogen content in a frozen zone L. Wu et al. 10.1016/j.still.2024.106254
- Application of predictor variables to support regression kriging for the spatial distribution of soil organic carbon stocks in native temperate grasslands Y. Li et al. 10.1007/s11368-022-03370-1
- Effects of temperature and grazing on soil organic carbon storage in grasslands along the Eurasian steppe eastern transect Y. Zhao et al. 10.1371/journal.pone.0186980
- Estimating soil organic carbon density in plains using landscape metric-based regression Kriging model Z. Wu et al. 10.1016/j.still.2019.104381
- Effects of fertilizer application strategies on soil organic carbon and total nitrogen storage under different agronomic practices: A meta‐analysis N. Bohoussou et al. 10.1002/ldr.4885
- Importance of stopping groundwater irrigation for balancing agriculture and wetland ecosystem D. Li et al. 10.1016/j.ecolind.2021.107747
- Nitrogen, water content, phosphorus and active iron jointly regulate soil organic carbon in tropical acid red soil forest J. Bai et al. 10.1111/ejss.12966
- Effect of land use and cover change on soil organic carbon fractions and enzymatic activities in lakeshore wetland of north shore of Lake Chaohu Y. Changming et al. 10.18307/2021.0613
- Sustainable development of groundwater resources under the large-scale conversion of dry land into rice fields Q. Zhang et al. 10.1016/j.agwat.2024.108851
- Estimation of Soil Organic Carbon Storage in Palustrine Wetlands, China L. Han et al. 10.3390/ijerph17134646
- Geographical detector-based stratified regression kriging strategy for mapping soil organic carbon with high spatial heterogeneity Y. Liu et al. 10.1016/j.catena.2020.104953
- Distribution, sources and influencing factors of organic carbon in the surface sediments of the coastal tidal flats in Jiangsu Province R. Zhao et al. 10.3389/fmars.2023.1220923
- Losses and destabilization of soil organic carbon stocks in coastal wetlands converted into aquaculture ponds S. Lin et al. 10.1111/gcb.17480
- Soil sampling approaches in Mediterranean agro-ecosystems. Influence on soil organic carbon stocks R. Francaviglia et al. 10.1016/j.catena.2017.06.014
- Spatial Distribution of Soil Organic Carbon and Total Nitrogen in a Ramsar Wetland, Dafeng Milu National Nature Reserve X. Yao et al. 10.3390/w14020197
- Spatial and vertical variations in the soil organic carbon concentration and its controlling factors in boreal wetlands in the Greater Khingan Mountains, China W. Man et al. 10.1007/s11368-018-2126-9
- Management zone delineation and spatial distribution of micronutrients in cold-arid region of India S. Ramzan et al. 10.1007/s10661-021-09216-6
- Occurrence and distribution of phthalate esters (PAEs) in wetland sediments H. Wang et al. 10.1007/s11676-017-0371-1
- Understanding the contrasting effects of policy-driven ecosystem conservation projects in northeastern China H. Li et al. 10.1016/j.ecolind.2022.108578
- Changes of microbial residues after wetland cultivation and restoration X. Ding et al. 10.1007/s00374-019-01341-2
- Role of Environment Variables in Spatial Distribution of Soil C, N, P Ecological Stoichiometry in the Typical Black Soil Region of Northeast China Q. Chen et al. 10.3390/su14052636
- Variation of soil carbon and nitrogen storage in a natural restoration chronosequence of reclaimed temperate marshes C. Wang et al. 10.1016/j.gecco.2021.e01589
- Soil organic carbon distribution in Mediterranean areas under a climate change scenario via multiple linear regression analysis A. Olaya-Abril et al. 10.1016/j.scitotenv.2017.03.021
- Spatial distribution patterns and influencing factors of soil carbon, phosphorus, and C:P ratio on farmlands in southeastern China H. Zhang et al. 10.1016/j.catena.2022.106409
- Environmental and management controls of soil carbon storage in grasslands of southwestern China D. Balasubramanian et al. 10.1016/j.jenvman.2019.109810
- Investigating Spatial and Vertical Patterns of Wetland Soil Organic Carbon Concentrations in China’s Western Songnen Plain by Comparing Different Algorithms Y. Ren et al. 10.3390/su12030932
- Climate-smart agriculture, enhanced agroproduction, and carbon sequestration potential of agroecosystems in India: a meta-analysis A. Tyagi & A. Haritash 10.1007/s13412-024-00917-1
- Distribution and factors influencing organic and inorganic carbon in surface sediments of tidal flats in northern Jiangsu, China P. Yang et al. 10.1016/j.ecolind.2021.107633
- Estimation of Soil Organic Carbon Content in Coastal Wetlands with Measured VIS-NIR Spectroscopy Using Optimized Support Vector Machines and Random Forests J. Song et al. 10.3390/rs14174372
- Study on spatiotemporal changes of wetlands based on PLS-SEM and PLUS model: The case of the Sanjiang Plain J. Shi et al. 10.1016/j.ecolind.2024.112812
- Estimation of soil organic carbon storage and its fractions in a small karst watershed Z. Zhang et al. 10.1007/s11631-017-0164-4
- Machine-learning-based prediction and key factor identification of the organic carbon in riverine floodplain soils with intensive agricultural practices J. Chen et al. 10.1007/s11368-021-02987-y
- What did China's National Wetland Conservation Program Achieve?Observations of changes in land cover and ecosystem services in the Sanjiang Plain H. Xiang et al. 10.1016/j.jenvman.2020.110623
- Remote sensing of depth-induced variations in soil organic carbon stocks distribution within different vegetated landscapes O. Odebiri et al. 10.1016/j.catena.2024.108216
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Short summary
The Sanjiang Plain of China, an important grain production base, is typical of ecosystems. In this study, 419 soil samples and a geostatistical method were used to estimate total SOC storage and to determine its pattern-controlling factors. The results from this study provide the most up-to-date knowledge on the storage and pattern of SOC in this plain, and the analysis conducted here could contribute to the determination of ecosystem carbon budgets and our understanding of ecosystem services.
The Sanjiang Plain of China, an important grain production base, is typical of ecosystems. In...
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