PROPER MODELS TO ESTIMATE ABOVEGROUND BIOMASS USING QUICKBIRD SATELLITE IMAGERY IN PLANTATION AREAS OF ISFAHAN’S MOBARAKEH STEEL COMPANY

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

HOSSEINI S.Z.; ABBASI M.; BAKHTIARVAND S.; SALEHI M.

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: Iranian Journal of Forest and Poplar Research Year:2015 | Volume:23 | Issue:1 Page(s): 143-153

Download Full-Text

Persian Verion

View:

911

Download:

Cites:

Information Journal Paper

Title

PROPER MODELS TO ESTIMATE ABOVEGROUND BIOMASS USING QUICKBIRD SATELLITE IMAGERY IN PLANTATION AREAS OF ISFAHAN’S MOBARAKEH STEEL COMPANY

Author(s)

HOSSEINI S.Z. | ABBASI M. | BAKHTIARVAND S. | SALEHI M. | Issue Writer Certificate

Keywords

SATELLITE IMAGEQ2

PLANTATIONQ2

BIOMASSQ1

MOBARAKEH STEEL COMPANYQ2

QUICKBIRDQ2

Abstract

Direct measurement of aboveground BIOMASS of trees is considered as one of the laborintensive, expensive, time consuming and destructive tasks. The objective of this study was to estimate the BIOMASS of four coniferous and deciduous trees species (Pinus eldarica, Cupressus arizonica, Robinia pseudoacacia and Morus alba) by means of high resolution QUICKBIRD remotely-sensed data of over a PLANTATION are established around the industrial domain of Isfahan’s MOBARAKEH STEEL COMPANY. To this aim, three approaches based on vegetation indices, texture analysis and Principal Component Analysis (PCA) were applied to extract required information from SATELLITE IMAGEry. The correlation analysis between field-assessed BIOMASS and the image-based information and regression models were built. The results using vegetation indices (DVI and NDVI) for coniferous species as well as athose from texture analysis and PCA for deciduous species showed significant corelations. As depicted by the species-specific regression of BIOMASS revealed the amount of RMSE for P. eldarica, C. arizonica, R. pseudoacacia and M. alba to be 53, 20, 30 and 50, respectively. Moreover, species-specific biases for P. eldarica, C. arizonica, R. pseudoacacia and M. alba was shown to be 30, 10, -30 and 44 respectively. The results of this study supports the use of the applied QUICKBIRD data for model-based estimation of aboveground BIOMASS across the study site.

Cites

No record.

References

No record.

Cite

APA: Copy

HOSSEINI, S.Z., ABBASI, M., BAKHTIARVAND, S., & SALEHI, M.. (2015). PROPER MODELS TO ESTIMATE ABOVEGROUND BIOMASS USING QUICKBIRD SATELLITE IMAGERY IN PLANTATION AREAS OF ISFAHAN’S MOBARAKEH STEEL COMPANY. IRANIAN JOURNAL OF FOREST AND POPLAR RESEARCH, 23(1), 143-153. SID. https://sid.ir/paper/110957/en

Vancouver: Copy

HOSSEINI S.Z., ABBASI M., BAKHTIARVAND S., SALEHI M.. PROPER MODELS TO ESTIMATE ABOVEGROUND BIOMASS USING QUICKBIRD SATELLITE IMAGERY IN PLANTATION AREAS OF ISFAHAN’S MOBARAKEH STEEL COMPANY. IRANIAN JOURNAL OF FOREST AND POPLAR RESEARCH[Internet]. 2015;23(1):143-153. Available from: https://sid.ir/paper/110957/en

IEEE: Copy

S.Z. HOSSEINI, M. ABBASI, S. BAKHTIARVAND, and M. SALEHI, “PROPER MODELS TO ESTIMATE ABOVEGROUND BIOMASS USING QUICKBIRD SATELLITE IMAGERY IN PLANTATION AREAS OF ISFAHAN’S MOBARAKEH STEEL COMPANY,” IRANIAN JOURNAL OF FOREST AND POPLAR RESEARCH, vol. 23, no. 1, pp. 143–153, 2015, [Online]. Available: https://sid.ir/paper/110957/en

Related Journal Papers