Articles | Volume 11, issue 4
https://doi.org/10.5194/essd-11-1839-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/essd-11-1839-2019
© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Data description paper
| 
28 Nov 2019
Data description paper |
| 28 Nov 2019
| 28 Nov 2019
Global variability in belowground autotrophic respiration in terrestrial ecosystems
Xiaolu Tang
College of Earth Science, Chengdu University of Technology, Chengdu, China
State Environmental Protection Key Laboratory of Synergetic Control
and Joint Remediation for Soil & Water Pollution, Chengdu University of
Technology, Chengdu, China
Shaohui Fan
Key Laboratory of Bamboo and Rattan, International Centre for Bamboo and Rattan, Beijing, China
Wenjie Zhang
CORRESPONDING AUTHOR
State Key Laboratory of Resources and Environmental Information
System, Institute of Geographic Sciences and Natural Resources Research,
Beijing, China
School of Life Sciences, University of Technology Sydney, Sydney, New South Wales,
Australia
School of Life Sciences, University of Technology Sydney, Sydney, New South Wales,
Australia
Guo Chen
College of Earth Science, Chengdu University of Technology, Chengdu, China
Leilei Shi
Key Laboratory of Geospatial Technology for the Middle and Lower Yellow
River Regions, College of Environment and Planning, Henan University,
Jinming Avenue, Kaifeng, China
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Cited
20 citations as recorded by crossref.
- A data-driven estimate of litterfall and forest carbon turnover and the drivers of their inter-annual variabilities in forest ecosystems across China X. Zhao et al. 10.1016/j.scitotenv.2022.153341
- Responses of soil respiration to nitrogen addition are mediated by topography in a subtropical karst forest P. Duan et al. 10.1016/j.catena.2022.106759
- Partitioning of root, litter and microbial respiration by plant input manipulation in forests J. Zhu et al. 10.1088/1748-9326/acb789
- Spatial and temporal patterns of global soil heterotrophic respiration in terrestrial ecosystems X. Tang et al. 10.5194/essd-12-1037-2020
- Fine root trait-function relationships affected by mycorrhizal type and climate J. Gao et al. 10.1016/j.geoderma.2021.115011
- Forest Canopy Water Content Monitoring Using Radiative Transfer Models and Machine Learning L. Liu et al. 10.3390/f14071418
- Partitioning of root respiration into growth, maintenance, and ion uptake components in a young larch-dominated forest T. Hirano et al. 10.1007/s11104-022-05674-0
- Comparative Analysis of Soil Respiration Dynamics and Heterotrophic Respiration Sensitivity to Warming in a Subalpine Coniferous Forest and a Subtropical Evergreen Broadleaf Forest in Southwest China Z. Phyo et al. 10.1007/s42729-024-01852-4
- Spatial Heterogeneity of Soil Respiration and Its Relationship with the Spatial Distribution of the Forest Ecosystem at the Fine Scale Z. Chen et al. 10.3390/f16040678
- Canopy Position Influences the Degree of Light Suppression of Leaf Respiration in Abundant Tree Genera in the Amazon Forest D. Souza et al. 10.3389/ffgc.2021.723539
- Long‐term, amplified responses of soil organic carbon to nitrogen addition worldwide C. Xu et al. 10.1111/gcb.15489
- In-situ soil remediation via heterogeneous iron-based catalysts activated persulfate process: A review Y. Cao et al. 10.1016/j.cej.2021.133833
- Divergent data-driven estimates of global soil respiration S. Hashimoto et al. 10.1038/s43247-023-01136-2
- Contribution of the Root Component to Soil Respiration in Oriental Beech Stands in Artvin, Turkey M. Akbas & A. Tufekcioglu 10.1093/forsci/fxac022
- Quantifying aboveground vegetation water storage combining Landsat 8 OLI and Sentinel-1 imageries X. Luo et al. 10.1080/10106049.2020.1861662
- Global Spatial Projections of Forest Soil Respiration and Associated Uncertainties L. Feng et al. 10.3390/f15111982
- Seasonal and interannual variations of soil heterotrophic respiration and autotrophic respiration in subtropical forests of southeast China: independent process-based models Y. Yan et al. 10.1186/s40562-025-00399-1
- The Main Influencing Factors of Soil Respiration: A Review 赫. 孙 10.12677/HJSS.2021.92011
- A decreasing carbon allocation to belowground autotrophic respiration in global forest ecosystems X. Tang et al. 10.1016/j.scitotenv.2021.149273
- Global patterns of soil autotrophic respiration and its relation to climate, soil and vegetation characteristics X. Tang et al. 10.1016/j.geoderma.2020.114339
19 citations as recorded by crossref.
- A data-driven estimate of litterfall and forest carbon turnover and the drivers of their inter-annual variabilities in forest ecosystems across China X. Zhao et al. 10.1016/j.scitotenv.2022.153341
- Responses of soil respiration to nitrogen addition are mediated by topography in a subtropical karst forest P. Duan et al. 10.1016/j.catena.2022.106759
- Partitioning of root, litter and microbial respiration by plant input manipulation in forests J. Zhu et al. 10.1088/1748-9326/acb789
- Spatial and temporal patterns of global soil heterotrophic respiration in terrestrial ecosystems X. Tang et al. 10.5194/essd-12-1037-2020
- Fine root trait-function relationships affected by mycorrhizal type and climate J. Gao et al. 10.1016/j.geoderma.2021.115011
- Forest Canopy Water Content Monitoring Using Radiative Transfer Models and Machine Learning L. Liu et al. 10.3390/f14071418
- Partitioning of root respiration into growth, maintenance, and ion uptake components in a young larch-dominated forest T. Hirano et al. 10.1007/s11104-022-05674-0
- Comparative Analysis of Soil Respiration Dynamics and Heterotrophic Respiration Sensitivity to Warming in a Subalpine Coniferous Forest and a Subtropical Evergreen Broadleaf Forest in Southwest China Z. Phyo et al. 10.1007/s42729-024-01852-4
- Spatial Heterogeneity of Soil Respiration and Its Relationship with the Spatial Distribution of the Forest Ecosystem at the Fine Scale Z. Chen et al. 10.3390/f16040678
- Canopy Position Influences the Degree of Light Suppression of Leaf Respiration in Abundant Tree Genera in the Amazon Forest D. Souza et al. 10.3389/ffgc.2021.723539
- Long‐term, amplified responses of soil organic carbon to nitrogen addition worldwide C. Xu et al. 10.1111/gcb.15489
- In-situ soil remediation via heterogeneous iron-based catalysts activated persulfate process: A review Y. Cao et al. 10.1016/j.cej.2021.133833
- Divergent data-driven estimates of global soil respiration S. Hashimoto et al. 10.1038/s43247-023-01136-2
- Contribution of the Root Component to Soil Respiration in Oriental Beech Stands in Artvin, Turkey M. Akbas & A. Tufekcioglu 10.1093/forsci/fxac022
- Quantifying aboveground vegetation water storage combining Landsat 8 OLI and Sentinel-1 imageries X. Luo et al. 10.1080/10106049.2020.1861662
- Global Spatial Projections of Forest Soil Respiration and Associated Uncertainties L. Feng et al. 10.3390/f15111982
- Seasonal and interannual variations of soil heterotrophic respiration and autotrophic respiration in subtropical forests of southeast China: independent process-based models Y. Yan et al. 10.1186/s40562-025-00399-1
- The Main Influencing Factors of Soil Respiration: A Review 赫. 孙 10.12677/HJSS.2021.92011
- A decreasing carbon allocation to belowground autotrophic respiration in global forest ecosystems X. Tang et al. 10.1016/j.scitotenv.2021.149273
Latest update: 11 Jul 2025
Short summary
We estimated the missing global carbon flux component – global belowground autotrophic respiration (RA), using global published observations with the linkage of global variables with random forest. Globally, annual mean RA was 43.8 ± 0.4 Pg C yr-1, with a temporally increasing trend of 0.025 ± 0.006 Pg C yr-2 in 1980–2012. Precipitation dominated 56 % of global areas of the spatial pattern of RA. The RA database also has great potential to serve as a benchmark for future data–model comparisons.
We estimated the missing global carbon flux component – global belowground autotrophic...
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