Canopy Based Aboveground Biomass and Carbon Stock Estimation of Wild Pistachio Trees in Arid Woodlands Using GeoEye-1 Images | ||
| Journal of Agricultural Science and Technology | ||
| Article 9, Volume 23, Issue 1, 2021, Pages 107-123 PDF (1.16 M) | ||
| Document Type: Original Research | ||
| Authors | ||
| R. Bagheri1; Sh. Shataee* 1; S. Y. Erfanifard2 | ||
| 1Department of Forestry, Gorgan University of Agricultural Science and Natural Resources, Gorgan, Islamic Republic of Iran. | ||
| 2Department of Remote Sensing and GIS, Faculty of Geography, University of Tehran, Tehran, Islamic Republic of Iran. | ||
| Abstract | ||
| Spatially explicit estimates of aboveground biomass over large area are necessary for natural resources managers. This study examined aboveground biomass and carbon stock of the wild pistachio (Pistacia atlantica) based on individual tree crown detection and allometric development in the arid woodlands using high-resolution satellite images of GeoEye-1 in a reserved forest area of Wild Pistachio trees in the South Khorasan Province, East of Iran. Biomass of sampled trees was determined using field sampling and experimental tests. In addition, the biomass of stems was determined using volume and density. The allometric biomass and carbon stock equations of Wild Pistachio trees were developed based on crown area, diameter at breast height (1.3 m), and height of trees. The trees crowns were detected and delineated on the GeoEye-1 images, using local maxima filters, and region growing segmentation algorithms, respectively. In addition, a morphological watershed transformation method was applied to split the connected and overlapped tree crowns. Performing algorithms was assessed using the measured field crown of sample trees by precision, recall, and overall accuracy indices. The biomass and carbon stock of trees of the study area were estimated using delineated crown area and the developed allometric equations. The results showed that the equation that used crown area could explain more than 80% of the remarked variation in biomass and carbon stock. In addition, the crown detection method results showed that overall detection rate and the quality of crown boundaries were acceptable. In conclusion, the study confirmed that combining the allometric equations with crown information from high-resolution images could contribute to the explicit mapping of biomass and carbon stock of wild pistachio trees in the arid woodlands. | ||
| Keywords | ||
| Allometric equations; Object-based; Pistacia atlantica; Tree crown delineation | ||
| References | ||
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