Evaluating coverage changes in national parks using a hybrid change detection algorithm and remote sensing
Version 2 2024-06-17, 11:30Version 2 2024-06-17, 11:30
Version 1 2015-03-10, 12:19Version 1 2015-03-10, 12:19
journal contribution
posted on 2024-06-17, 11:30 authored by Z Ghofrani, M Mokhtarzade, M Reza Sahebi, A BeykikhoshkRemote sensing is a useful tool for detecting change over time.We introduce a hybrid change-detection method for forest and protected-area vegetation and demonstrate its use with two satellite images of Golestan National Park in northern Iran (1998 and 2010). We report on the advantages and disadvantages of the hybrid method relative to the standard change-detection method. In the proposed hybrid algorithm, the change vector analysis technique was used to determine changes in vegetation. Following this, we used postclassification comparison to determine the nature of the changes observed and their accuracy and to evaluate the effects of different parameters on the performance of the proposed method. We determined 85% accuracy for the proposed hybrid change-detection method, thus demonstrating a method for discovering and assessing environmental threats to natural treasures. © 2014 Society of Photo-Optical Instrumentation Engineers.
History
Journal
Journal of Applied Remote SensingVolume
8Article number
083646Pagination
1-16Location
Bellingham, WAPublisher DOI
eISSN
1931-3195Language
engPublication classification
C Journal article, C1 Refereed article in a scholarly journalCopyright notice
2014, S P I E - International Society for Optical EngineeringIssue
1Publisher
S P I E - International Society for Optical EngineeringUsage metrics
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Keywords
change vector analysishybrid change detectionpostclassification comparisonremote sensingScience & TechnologyLife Sciences & BiomedicineTechnologyEnvironmental SciencesImaging Science & Photographic TechnologyEnvironmental Sciences & EcologyCHANGE-VECTOR ANALYSISLAND-COVERFORESTAREACLASSIFICATIONLANDSCAPEDYNAMICS090905 Photogrammetry and Remote Sensing090903 Geospatial Information Systems090906 Surveying (incl Hydrographic Surveying)960604 Environmental Management SystemsSchool of EngineeringSchool of Information Technology
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