IDEAS home Printed from https://ideas.repec.org/a/gam/jlands/v13y2024i7p1096-d1439215.html
   My bibliography  Save this article

Spatial–Temporal Variations in Soil Organic Carbon and Driving Factors in Guangdong, China (2009–2023)

Author

Listed:
  • Mi Tian

    (Key Laboratory of Geochemical Exploration, Institute of Geophysical and Geochemical Exploration, Langfang 065000, China
    International Centre on Global-Scale Geochemistry, Langfang 065000, China)

  • Chao Wu

    (Key Laboratory of Geochemical Exploration, Institute of Geophysical and Geochemical Exploration, Langfang 065000, China
    International Centre on Global-Scale Geochemistry, Langfang 065000, China)

  • Xin Zhu

    (Guangdong Geological Survey Institute, Guangzhou 510440, China)

  • Qinghai Hu

    (Key Laboratory of Geochemical Exploration, Institute of Geophysical and Geochemical Exploration, Langfang 065000, China
    International Centre on Global-Scale Geochemistry, Langfang 065000, China)

  • Xueqiu Wang

    (Key Laboratory of Geochemical Exploration, Institute of Geophysical and Geochemical Exploration, Langfang 065000, China
    International Centre on Global-Scale Geochemistry, Langfang 065000, China)

  • Binbin Sun

    (Key Laboratory of Geochemical Exploration, Institute of Geophysical and Geochemical Exploration, Langfang 065000, China
    International Centre on Global-Scale Geochemistry, Langfang 065000, China)

  • Jian Zhou

    (Key Laboratory of Geochemical Exploration, Institute of Geophysical and Geochemical Exploration, Langfang 065000, China
    International Centre on Global-Scale Geochemistry, Langfang 065000, China)

  • Wei Wang

    (Key Laboratory of Geochemical Exploration, Institute of Geophysical and Geochemical Exploration, Langfang 065000, China
    International Centre on Global-Scale Geochemistry, Langfang 065000, China)

  • Qinghua Chi

    (Key Laboratory of Geochemical Exploration, Institute of Geophysical and Geochemical Exploration, Langfang 065000, China
    International Centre on Global-Scale Geochemistry, Langfang 065000, China)

  • Hanliang Liu

    (Key Laboratory of Geochemical Exploration, Institute of Geophysical and Geochemical Exploration, Langfang 065000, China
    International Centre on Global-Scale Geochemistry, Langfang 065000, China)

  • Yuheng Liu

    (Key Laboratory of Geochemical Exploration, Institute of Geophysical and Geochemical Exploration, Langfang 065000, China
    International Centre on Global-Scale Geochemistry, Langfang 065000, China)

  • Jiwu Yang

    (Guangdong Geological Survey Institute, Guangzhou 510440, China)

  • Xurong Li

    (Guangdong Geological Survey Institute, Guangzhou 510440, China)

Abstract

Spatial–temporal variation in soil organic carbon is an important factor for national targets to mitigate climate change and land degradation impacts. In this research, we took Guangdong Province of China as the study area, evaluated the spatial–temporal distributions of soil organic carbon using data from three China Geochemical Baseline projects (conducted in 2009, 2016, and 2023, respectively), and quantified the main driving factors of spatial–temporal variations in soil organic carbon using the random forest algorithm, further predicting the density and inventories of soil organic carbon. The results demonstrate that the mean value of SOC in Guangdong in 2009 was 0.81%; in 2016 it was 1.13%; and in 2023 it was 1.02%. The inventories of soil organic carbon (0–30 cm) in Guangdong Province were 0.61 Pg in 2009, 0.74 Pg in 2016, and 0.62 Pg in 2023. Soil in Guangdong acted as a carbon sink from 2009 to 2023 as a whole, and the most important driving force behind spatial–temporal variations in soil organic carbon was temperature, followed by precipitation and vegetation cover.

Suggested Citation

  • Mi Tian & Chao Wu & Xin Zhu & Qinghai Hu & Xueqiu Wang & Binbin Sun & Jian Zhou & Wei Wang & Qinghua Chi & Hanliang Liu & Yuheng Liu & Jiwu Yang & Xurong Li, 2024. "Spatial–Temporal Variations in Soil Organic Carbon and Driving Factors in Guangdong, China (2009–2023)," Land, MDPI, vol. 13(7), pages 1-18, July.
  • Handle: RePEc:gam:jlands:v:13:y:2024:i:7:p:1096-:d:1439215
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2073-445X/13/7/1096/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2073-445X/13/7/1096/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Karine Lalonde & Alfonso Mucci & Alexandre Ouellet & Yves Gélinas, 2012. "Preservation of organic matter in sediments promoted by iron," Nature, Nature, vol. 483(7388), pages 198-200, March.
    2. Gerald Forkuor & Ozias K L Hounkpatin & Gerhard Welp & Michael Thiel, 2017. "High Resolution Mapping of Soil Properties Using Remote Sensing Variables in South-Western Burkina Faso: A Comparison of Machine Learning and Multiple Linear Regression Models," PLOS ONE, Public Library of Science, vol. 12(1), pages 1-21, January.
    3. Jason C. Neff & Alan R. Townsend & Gerd Gleixner & Scott J. Lehman & Jocelyn Turnbull & William D. Bowman, 2002. "Variable effects of nitrogen additions on the stability and turnover of soil carbon," Nature, Nature, vol. 419(6910), pages 915-917, October.
    4. Markus Reichstein & Michael Bahn & Philippe Ciais & Dorothea Frank & Miguel D. Mahecha & Sonia I. Seneviratne & Jakob Zscheischler & Christian Beer & Nina Buchmann & David C. Frank & Dario Papale & An, 2013. "Climate extremes and the carbon cycle," Nature, Nature, vol. 500(7462), pages 287-295, August.
    5. Krishna, Gopal & Sahoo, Rabi N. & Singh, Prafull & Bajpai, Vaishangi & Patra, Himesh & Kumar, Sudhir & Dandapani, Raju & Gupta, Vinod K. & Viswanathan, C. & Ahmad, Tauqueer & Sahoo, Prachi M., 2019. "Comparison of various modelling approaches for water deficit stress monitoring in rice crop through hyperspectral remote sensing," Agricultural Water Management, Elsevier, vol. 213(C), pages 231-244.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Huicai Yang & Shuqin Zhao & Zhanfei Qin & Zhiguo Qi & Xinying Jiao & Zhen Li, 2024. "Differentiation of Carbon Sink Enhancement Potential in the Beijing–Tianjin–Hebei Region of China," Land, MDPI, vol. 13(3), pages 1-15, March.
    2. Yujin Li & Juying Jiao & Zhijie Wang & Binting Cao & Yanhong Wei & Shu Hu, 2016. "Effects of Revegetation on Soil Organic Carbon Storage and Erosion-Induced Carbon Loss under Extreme Rainstorms in the Hill and Gully Region of the Loess Plateau," IJERPH, MDPI, vol. 13(5), pages 1-15, April.
    3. Ke-Qing Xiao & Oliver W. Moore & Peyman Babakhani & Lisa Curti & Caroline L. Peacock, 2022. "Mineralogical control on methylotrophic methanogenesis and implications for cryptic methane cycling in marine surface sediment," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    4. Fei Liu & Huaruo Chen & Jie Xu & Ya Wen & Tingting Fang, 2021. "Exploring the Relationships between Resilience and Turnover Intention in Chinese High School Teachers: Considering the Moderating Role of Job Burnout," IJERPH, MDPI, vol. 18(12), pages 1-15, June.
    5. Simon Besnard & Nuno Carvalhais & M Altaf Arain & Andrew Black & Benjamin Brede & Nina Buchmann & Jiquan Chen & Jan G P W Clevers & Loïc P Dutrieux & Fabian Gans & Martin Herold & Martin Jung & Yoshik, 2019. "Memory effects of climate and vegetation affecting net ecosystem CO2 fluxes in global forests," PLOS ONE, Public Library of Science, vol. 14(2), pages 1-22, February.
    6. Zbigniew W. Kundzewicz & Adam Choryński & Janusz Olejnik & Hans J. Schellnhuber & Marek Urbaniak & Klaudia Ziemblińska, 2023. "Climate Change Science and Policy—A Guided Tour across the Space of Attitudes and Outcomes," Sustainability, MDPI, vol. 15(6), pages 1-20, March.
    7. Zheng Fu & Philippe Ciais & I. Colin Prentice & Pierre Gentine & David Makowski & Ana Bastos & Xiangzhong Luo & Julia K. Green & Paul C. Stoy & Hui Yang & Tomohiro Hajima, 2022. "Atmospheric dryness reduces photosynthesis along a large range of soil water deficits," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    8. Yunru Chen & Liang Dong & Weikang Sui & Mingyang Niu & Xingqian Cui & Kai-Uwe Hinrichs & Fengping Wang, 2024. "Cycling and persistence of iron-bound organic carbon in subseafloor sediments," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    9. Guillermo Martínez Pastur & Marie-Claire Aravena Acuña & Jimena E. Chaves & Juan M. Cellini & Eduarda M. O. Silveira & Julián Rodriguez-Souilla & Axel von Müller & Ludmila La Manna & María V. Lencinas, 2023. "Nitrogenous and Phosphorus Soil Contents in Tierra del Fuego Forests: Relationships with Soil Organic Carbon, Climate, Vegetation and Landscape Metrics," Land, MDPI, vol. 12(5), pages 1-18, April.
    10. Isabel Dorado-Liñán & Blanca Ayarzagüena & Flurin Babst & Guobao Xu & Luis Gil & Giovanna Battipaglia & Allan Buras & Vojtěch Čada & J. Julio Camarero & Liam Cavin & Hugues Claessens & Igor Drobyshev , 2022. "Jet stream position explains regional anomalies in European beech forest productivity and tree growth," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    11. Nicholas Glass & Brenda Molano-Flores & Eduardo Dias de Oliveira & Erika Meraz & Samira Umar & Christopher J. Whelan & Miquel A. Gonzalez-Meler, 2021. "Does Pastoral Land-Use Legacy Influence Topsoil Carbon and Nitrogen Accrual Rates in Tallgrass Prairie Restorations?," Land, MDPI, vol. 10(7), pages 1-20, July.
    12. Yunpeng Zhao & Chengzhu Liu & Xingqi Li & Lixiao Ma & Guoqing Zhai & Xiaojuan Feng, 2023. "Sphagnum increases soil’s sequestration capacity of mineral-associated organic carbon via activating metal oxides," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    13. Haitao Shang & Daniel H. Rothman & Gregory P. Fournier, 2022. "Oxidative metabolisms catalyzed Earth’s oxygenation," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    14. Elsayed Said Mohamed & Mohamed Abu-hashim & Mohamed A. E. 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, MDPI, vol. 11(9), pages 1-16, May.
    15. Meenakshi Sharma & Rajesh Kaushal & Prashant Kaushik & Seeram Ramakrishna, 2021. "Carbon Farming: Prospects and Challenges," Sustainability, MDPI, vol. 13(19), pages 1-15, October.
    16. Jules Degila & Ida Sèmévo Tognisse & Anne-Carole Honfoga & Sèton Calmette Ariane Houetohossou & Fréjus Ariel Kpedetin Sodedji & Hospice Gérard Gracias Avakoudjo & Souand Peace Gloria Tahi & Achille Ep, 2023. "A Survey on Digital Agriculture in Five West African Countries," Agriculture, MDPI, vol. 13(5), pages 1-15, May.
    17. Guoai Li & Xuxu Chai & Zheng Shi & Honghua Ruan, 2023. "Interactive Effects Determine Radiocarbon Abundance in Soil Fractions of Global Biomes," Land, MDPI, vol. 12(5), pages 1-17, May.
    18. Patricia Arrogante-Funes & Carlos J. Novillo & Raúl Romero-Calcerrada, 2018. "Monitoring NDVI Inter-Annual Behavior in Mountain Areas of Mainland Spain (2001–2016)," Sustainability, MDPI, vol. 10(12), pages 1-24, November.
    19. Kingsley JOHN & Isong Abraham Isong & Ndiye Michael Kebonye & Esther Okon Ayito & Prince Chapman Agyeman & Sunday Marcus Afu, 2020. "Using Machine Learning Algorithms to Estimate Soil Organic Carbon Variability with Environmental Variables and Soil Nutrient Indicators in an Alluvial Soil," Land, MDPI, vol. 9(12), pages 1-20, December.
    20. Yuhong Zhao & Ruirui Liu & Zhansheng Liu & Liang Liu & Jingjing Wang & Wenxiang Liu, 2023. "A Review of Macroscopic Carbon Emission Prediction Model Based on Machine Learning," Sustainability, MDPI, vol. 15(8), pages 1-28, April.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jlands:v:13:y:2024:i:7:p:1096-:d:1439215. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.