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Volumn 8, Issue 1, 2017, Pages 29-37

Classification of annual non-stand replacing boreal forest change in Canada using Landsat time series: a case study in northern Ontario

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATION; DECISION TREES; IMAGE PROCESSING; IMAGE SEGMENTATION; SIGNAL DETECTION; TIME SERIES;

EID: 84992092910     PISSN: 2150704X     EISSN: 21507058     Source Type: Journal    
DOI: 10.1080/2150704X.2016.1233371     Document Type: Article
Times cited : (22)

References (26)
  • 2
    • 84961834117 scopus 로고    scopus 로고
    • Random Forest in Remote Sensing: A Review of Applications and Future Directions
    • M.Belgiu, and L.Drăguţ. 2016. “Random Forest in Remote Sensing:A Review of Applications and Future Directions.” ISPRS Journal of Photogrammetry and Remote Sensing 114:24–31. doi:10.1016/j.isprsjprs.2016.01.011.
    • (2016) ISPRS Journal of Photogrammetry and Remote Sensing , vol.114 , pp. 24-31
    • Belgiu, M.1    Drăguţ, L.2
  • 3
    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • L.Breiman, 2001. “Random Forests.” Machine Learning 45 (1):5–32. doi:10.1023/A:1010933404324.
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 5-32
    • Breiman, L.1
  • 4
    • 0036523453 scopus 로고    scopus 로고
    • Characterizing 23 Years (1972–95) of Stand Replacement Disturbance in Western Oregon Forests with Landsat Imagery
    • W.B.Cohen, T.A.Spies, R.J.Alig, D.R.Oetter, T.K.Maiersperger, and M.Fiorella. 2002. “Characterizing 23 Years (1972–95) of Stand Replacement Disturbance in Western Oregon Forests with Landsat Imagery.” Ecosystems 5 (2):122–137. doi:10.1007/s10021-001-0060-X.
    • (2002) Ecosystems , vol.5 , Issue.2 , pp. 122-137
    • Cohen, W.B.1    Spies, T.A.2    Alig, R.J.3    Oetter, D.R.4    Maiersperger, T.K.5    Fiorella, M.6
  • 5
  • 6
    • 0003755338 scopus 로고    scopus 로고
    • Ottawa: Agriculture and Agri-Food
    • Ecological Stratification Working Group. 1996. A National Ecological Framework for Canada. Ottawa:Agriculture and Agri-Food.
    • (1996) A National Ecological Framework for Canada
  • 7
    • 84950326169 scopus 로고    scopus 로고
    • Large Area Mapping of Annual Land Cover Dynamics Using Multitemporal Change Detection and Classification of Landsat Time Series Data
    • S.E.Franklin, O.S.Ahmed, M.A.Wulder, J.C.White, T.Hermosilla, and N.C.Coops. 2015. “Large Area Mapping of Annual Land Cover Dynamics Using Multitemporal Change Detection and Classification of Landsat Time Series Data.” Canadian Journal of Remote Sensing 41 (4):293–314. doi:10.1080/07038992.2015.1089401.
    • (2015) Canadian Journal of Remote Sensing , vol.41 , Issue.4 , pp. 293-314
    • Franklin, S.E.1    Ahmed, O.S.2    Wulder, M.A.3    White, J.C.4    Hermosilla, T.5    Coops, N.C.6
  • 8
    • 0028282197 scopus 로고
    • Satellite Remote Sensing of Spruce Budworm Forest Defoliation in Western Newfoundland
    • S.E.Franklin, and A.G.Raske. 1994. “Satellite Remote Sensing of Spruce Budworm Forest Defoliation in Western Newfoundland.” Canadian Journal of Remote Sensing 20 (1):37–48.
    • (1994) Canadian Journal of Remote Sensing , vol.20 , Issue.1 , pp. 37-48
    • Franklin, S.E.1    Raske, A.G.2
  • 11
    • 84887559916 scopus 로고    scopus 로고
    • Hearst, ON, Canada: Hearst Forest Management Inc
    • Hearst Forest Management Inc. 2007. Forest Management Plan for the Hearst Forest. Hearst, ON, Canada:Hearst Forest Management Inc.
    • (2007) Forest Management Plan for the Hearst Forest
  • 12
    • 84950349324 scopus 로고    scopus 로고
    • April
    • Hearst Forest Management Inc. 2011. Current Forest Condition. Accessed 20April 2014.http://www.hearstforest.com/english/current.html
    • (2011) Current Forest Condition
  • 13
    • 84924028140 scopus 로고    scopus 로고
    • An Integrated Landsat Time Series Protocol for Change Detection and Generation of Annual Gap-Free Surface Reflectance Composites
    • T.Hermosilla, M.A.Wulder, J.C.White, N.C.Coops, and G.W.Hobart. 2015a. “An Integrated Landsat Time Series Protocol for Change Detection and Generation of Annual Gap-Free Surface Reflectance Composites.” Remote Sensing of Environment 158:220–234. doi:10.1016/j.rse.2014.11.005.
    • (2015) Remote Sensing of Environment , vol.158 , pp. 220-234
    • Hermosilla, T.1    Wulder, M.A.2    White, J.C.3    Coops, N.C.4    Hobart, G.W.5
  • 14
    • 84942803173 scopus 로고    scopus 로고
    • Regional Detection, Characterization, and Attribution of Annual Forest Change from 1984 to 2012 Using Landsat-Derived Time-Series Metrics
    • T.Hermosilla, M.A.Wulder, J.C.White, N.C.Coops, and G.W.Hobart. 2015b. “Regional Detection, Characterization, and Attribution of Annual Forest Change from 1984 to 2012 Using Landsat-Derived Time-Series Metrics.” Remote Sensing of Environment 170:121–132. doi:10.1016/j.rse.2015.09.004.
    • (2015) Remote Sensing of Environment , vol.170 , pp. 121-132
    • Hermosilla, T.1    Wulder, M.A.2    White, J.C.3    Coops, N.C.4    Hobart, G.W.5
  • 17
    • 84937918615 scopus 로고    scopus 로고
    • On the Importance of Training Data Sample Selection in Random Forest Image Classification: A Case Study in Peatland Ecosystem Mapping
    • K.Millard, and M.Richardson. 2015. “On the Importance of Training Data Sample Selection in Random Forest Image Classification:A Case Study in Peatland Ecosystem Mapping.” Remote Sensing 7:8489–8515. doi:10.3390/rs70708489.
    • (2015) Remote Sensing , vol.7 , pp. 8489-8515
    • Millard, K.1    Richardson, M.2
  • 19
    • 84898062309 scopus 로고    scopus 로고
    • An Automated Approach to Map the History of Forest Disturbance from Insect Mortality and Harvest with Landsat Time-Series Data
    • C.Neigh, D.K.Bolton, M.Diabate, J.J.Williams, and N.Carvalhais. 2014. “An Automated Approach to Map the History of Forest Disturbance from Insect Mortality and Harvest with Landsat Time-Series Data.” Remote Sensing 6 (4):2782–2808. doi:10.3390/rs6042782.
    • (2014) Remote Sensing , vol.6 , Issue.4 , pp. 2782-2808
    • Neigh, C.1    Bolton, D.K.2    Diabate, M.3    Williams, J.J.4    Carvalhais, N.5
  • 20
    • 84992119193 scopus 로고    scopus 로고
    • Toronto: Queen’s Printer for Ontario
    • Ontario Ministry of Natural Resources. 2012. State of Ontario’s Forests. Toronto:Queen’s Printer for Ontario.
    • (2012) State of Ontario’s Forests
  • 21
    • 79953176953 scopus 로고    scopus 로고
    • Mapping Wildfire and Clearcut Harvest Disturbances in Boreal Forests with Landsat Time Series Data
    • T.A.Schroeder, M.A.Wulder, S.P.Healey, and G.G.Moisen. 2011. “Mapping Wildfire and Clearcut Harvest Disturbances in Boreal Forests with Landsat Time Series Data.” Remote Sensing of Environment 115 (6):1421–1433. doi:10.1016/j.rse.2011.01.022.
    • (2011) Remote Sensing of Environment , vol.115 , Issue.6 , pp. 1421-1433
    • Schroeder, T.A.1    Wulder, M.A.2    Healey, S.P.3    Moisen, G.G.4
  • 25
    • 77957688317 scopus 로고    scopus 로고
    • Multiscale Satellite and Spatial Information and Analysis Framework in Support of a Large-Area Forest Monitoring and Inventory Update
    • M.A.Wulder, J.C.White, M.D.Gillis, N.Walsworth, M.C.Hansen, and P.Potapov. 2009. “Multiscale Satellite and Spatial Information and Analysis Framework in Support of a Large-Area Forest Monitoring and Inventory Update.” Environmental Monitoring and Assessment 170 (1–4):417–433. doi:10.1007/s10661-009-1243-8.
    • (2009) Environmental Monitoring and Assessment , vol.170 , Issue.1-4 , pp. 417-433
    • Wulder, M.A.1    White, J.C.2    Gillis, M.D.3    Walsworth, N.4    Hansen, M.C.5    Potapov, P.6
  • 26
    • 83455195642 scopus 로고    scopus 로고
    • Object-Based Cloud and Cloud Shadow Detection in Landsat Imagery
    • Z.Zhu, and C.E.Woodcock. 2012. “Object-Based Cloud and Cloud Shadow Detection in Landsat Imagery.” Remote Sensing of Environment 118:83–94. doi:10.1016/j.rse.2011.10.028.
    • (2012) Remote Sensing of Environment , vol.118 , pp. 83-94
    • Zhu, Z.1    Woodcock, C.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.