Spatial distribution of above ground carbon density in Harana Forest, Ethiopia

Ecological Processes

Girma Ayele Bedane¹  Gudina Legese Feyisa¹  Feyera Senbeta² 

[1] Center for Environmental Science, College of Computational and Natural Science, Addis Ababa University, P.O. Box No. 1176, Addis Ababa, Ethiopia;Centre for Environment and Development, College of Development Studies, Addis Ababa University, Addis Ababa, Ethiopia;

关键词: Aboveground carbon density;    Spatial modeling;    Prediction;    Random Forest;    Cluster;    Pattern;   

DOI  :  10.1186/s13717-021-00345-x

来源: Springer

【 摘 要 】

BackgroundThe need for understanding spatial distribution of forest aboveground carbon density (ACD) has increased to improve management practices of forest ecosystems. This study examined spatial distribution of the ACD in the Harana Forest. A grid sampling technique was employed and three nested circular plots were established at each point where grids intersected. Forest-related data were collected from 1122 plots while the ACD of each plot was estimated using the established allometric equation. Environmental variables in raster format were downloaded from open sources and resampled into a spatial resolution of 30 m. Descriptive statistics were computed to summarize the ACD. A Random Forest classification model in the R-software package was used to select strong predictors, and to predict the spatial distribution of ACD.ResultsThe mean ACD was estimated at 131.505 ton per ha in this study area. The spatial prediction showed that the high class of the ACD was confined to eastern and southwest parts of the Harana Forest. The Moran’s statistics depicted similar observations showing the higher clustering of ACD in the eastern and southern parts of the study area. The higher ACD clustering was linked with the higher species richness, species diversity, tree density, tree height, clay content, and SOC. Conversely, the lower ACD clustering in the Harana Forest was associated with higher soil cation exchange capacity, silt content, and precipitation.ConclusionsThe spatial distribution of ACD in this study area was mainly influenced by attributes of the forest stand and edaphic factors in comparison to topographic and climatic factors. Our findings could provide basis for better management and conservation of aboveground carbon storage in the Harana Forest, which may contribute to Ethiopia’s strategy of reducing carbon emission.

【 授权许可】

CC BY