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A remote sensing and GIS-based analysis of forest cover changes and carbon sequestration trends over three decades

dc.contributor.authorRaza, Ali
dc.contributor.authorRubab Syed, Neyha
dc.contributor.authorFahmeed, Romana
dc.contributor.authorAcharki, Siham
dc.contributor.authorHussain, Sajjad
dc.contributor.authorZubair, Muhammad
dc.contributor.authorKumar Vishwakarma, Dinesh
dc.contributor.authorGaur, Arpit
dc.contributor.authorPratap Singh, Bhaskar
dc.contributor.authorOkasha, Abdelaziz
dc.contributor.authorDewidar, Ahmed Z.
dc.contributor.authorMattar, Mohamed A.
dc.date.accessioned2026-11-05T22:05:54Z
dc.date.issued2025-05
dc.description.abstractReducing deforestation is essential to mitigate greenhouse gas (GHG) emissions and protect vulnerable forest ecosystems. Afforestation initiatives have significantly reduced deforestation effect in Pakistan through large-scale plantation efforts. This study uses Landsat imagery to determine land use land cover changes (LULCC) for assessing carbon changes from which emission and sequestration can be deduced in the Nasirabad (district of Balochistan), Pakistan. For this purpose, Landsat imagery from 1993, 2003, 2013, and 2023 years were processed using geographic information system (GIS) software and classified based on maximum likelihood classification (MLC) algorithm to prepare land use land cover (LULC) maps. The LULCC analysis revealed a significant decline (21.9 %) in forest area from 1993 to 2003, followed by a notable recovery (2003–2013: 24.53 %, 2013–2023: 6.33 %) over the two decades. Under government led afforestation-initiatives, forests covered approximately 994.13 km2, indicating a 30.85 % increase over twenty years. The rise in forest cover due to these initiatives has increased carbon storage from 2003 to 2023. However, forest area decreased by 705.85 km2 between 1993 and 2003, resulting in total annual emissions (TAE) of approximately, 117612.13 tons per year. This study provides critical data to promote afforestation and forest conservation, aiding climate change mitigation.
dc.identifier.citationRaza, Ali, Neyha Rubab Syed, Romana Fahmeed, Siham Acharki, Sajjad Hussain, Muhammad Zubair, Dinesh Kumar Vishwakarma et al. "A remote sensing and GIS-based analysis of forest cover changes and carbon sequestration trends over three decades." Environmental Development 55 (2025): 101232.
dc.identifier.doi10.1016/j.envdev.2025.101232
dc.identifier.issn2211-4653
dc.identifier.urihttps://scholarworks.montana.edu/handle/1/20336
dc.language.isoen_US
dc.publisherElsevier BV
dc.rightsCopyright Elsevier BV 2025
dc.rights.urihttps://www.elsevier.com/about/policies-and-standards/copyright/permissions
dc.subjectdeforestation
dc.subjectland use land cover change detection
dc.subjectafforestation initiatives
dc.subjectNasirabad district
dc.subjectremote sensing
dc.subjectcarbon emission
dc.titleA remote sensing and GIS-based analysis of forest cover changes and carbon sequestration trends over three decades
dc.typeArticle
mus.citation.extentfirstpage1
mus.citation.extentlastpage13
mus.citation.journaltitleEnvironmental Development
mus.citation.volume55
mus.relation.collegeCollege of Agriculture
mus.relation.departmentPlant Sciences & Plant Pathology
mus.relation.universityMontana State University - Bozeman

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