Well site extraction from Landsat-5 TM imagery using an object- and pixel-based image analysis method

International Journal of Remote Sensing

Volumn 35, Issue 23, 2014, Pages 7941-7958

  Salehi, Bahram ^a   Chen, Zhaohua ^a   Jefferies, William ^a   Adlakha, Paul ^a   Bobby, Pradeep ^a   Power, Desmond ^a  

^a C CORE   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

COST EFFECTIVENESS; ENVIRONMENTAL TECHNOLOGY; EXTRACTION; IMAGE ENHANCEMENT; IMAGE SEGMENTATION; PETROLEUM PROSPECTING; PIXELS; REMOTE SENSING; SATELLITE IMAGERY; WAGES;

ENVIRONMENTAL PLANNING; HIGH RESOLUTION IMAGERY; IMAGE ANALYSIS METHOD; LANDSAT MULTISPECTRAL IMAGES; OBJECT BASED IMAGE ANALYSIS; OIL AND GAS EXPLORATION; REMOTE SENSING TECHNOLOGY; SURROUNDING ENVIRONMENT;

IMAGE ANALYSIS;

GAS WELL; IMAGE ANALYSIS; LANDSAT THEMATIC MAPPER; MULTISPECTRAL IMAGE; OIL WELL; PIXEL; REMOTE SENSING; SATELLITE IMAGERY;

ALBERTA; CANADA; FORT MCMURRAY;

EID: 84912051357     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2014.978042     Document Type: Article

References (26)

1. Agouris, P., P. Doucette, and A. Stefandis. 2004. “Automation and Digital Photogrammetric Workstations.” In Manual of Photogrammetry. 5th ed., edited by J. C. McGlone, E. M. Mikhail, J. Bethel, and R. Mullen, 949–981. Bethesda, MD: American Society for Photogrammetry and Remote Sensing.
2. Baatz, M., and A. Schäpe. 2000. “Multiresolution Segmentation: An Optimization Approach for High Quality 9 Multi-Scale Image Segmentation.” Angewandte Geographische Informationsverarbeitung 10: 12–23.
3. Baker, B. A., T. A. Warner, J. F. Conley, and B. E. McNeil. 2013. “Does Spatial Resolution Matter? A Multi-Scale Comparison of Object-Based and Pixel-Based Methods for Detecting Change Associated with Gas Well Drilling Operations.” International Journal of Remote Sensing 34: 1633–1651. doi:10.1080/01431161.2012.724540.
4. CAPP (Canadian Association of Petroleum Producers). 2004. “Evolving Approaches to Minimize the Footprint of the Canadian Oil and Natural Gas Industry.” http://www.capp.ca.
5. Cohen, W. B., M. Fiorella, J. Gray, E. Helmer, and K. Anderson. 1998. “An Efficient and Accurate Method for Mapping Forest Clearcuts in the Pacific Northwest Using Landsat Imagery.” Photogrammetric Engineering & Remote Sensing 64: 293–300.
6. de Groot, W. J., A. S. Cantin, M. D. Flannigan, A. J. Soja, L. M. Gowman, and A. Newbery. 2013. “A Comparison of Canadian and Russian Boreal Forest Fire Regimes.” Forest Ecology and Management 294: 23–34. doi:10.1016/j.foreco.2012.07.033.
7. Desclée, B., P. Bogaert, and P. Defourny. 2006. “Forest Change Detection by Statistical Object-Based Method.” Remote Sensing of Environment 102: 1–11. doi:10.1016/j.rse.2006.01.013.
8. Doucette, P., P. Agouris, and A. Stefanidis. 2004. “Automated Road Extraction from High Resolution Multispectral Imagery.” Photogrammetric Engineering & Remote Sensing 70: 1405–1416. doi:10.14358/PERS.70.12.1405.
9. eCognition. 2013. “Ecognition Developer Reference Book (Ver. 8.9.1).” Trimble Germany GmbH, Arnulfstrasse 126, D-80636 Munich, Germany.
10. Flanders, D., M. Hall-Beyer, and J. Pereverzoff. 2003. “Preliminary Evaluation of Ecognition Object-Based Software for Cut Block Delineation and Feature Extraction.” Canadian Journal of Remote Sensing 29: 441–452. doi:10.5589/m03-006.
11. Fraser, R. H., I. Olthof, and D. Pouliot. 2009. “Monitoring Land Cover Change and Ecological Integrity in Canada’s National Parks.” Remote Sensing of Environment 113: 1397–1409. doi:10.1016/j.rse.2008.06.019.
12. Golder Associates. 2007. Final Report: Audit of Operating Practices and Mitigation Measures Employed within Woodland Caribou Ranges. Report No. 06-1373-019. Edmonton, AB: Golder Associates for Caribou Landscape Management Association (CLMA) and the Forest Products Association of Canada (FPAC).
13. Graf, M. D. 2009. “Literature Review on the Restoration of Alberta’s Boreal Wetlands Affected by Oil, Gas, and in Situ Oil Sands Development.” http://www.biology.ualberta.ca/faculty/stan_boutin/ilm/uploads/footprint/Graf%20Wetland_Restoration_Review%20FINAL-Small%20File.pdf.
14. He, Y., S. Franklin, E. X. Guo, and G. B. Stenhouse. 2009. “Narrow-Linear and Small-Area Forest Disturbance Detection and Mapping from High Spatial Resolution Imagery.” Journal of Applied Remote Sensing 3: 033570. doi:10.1117/1.3283905.
15. He, Y., S. E. Franklin, X. Guo, and G. B. Stenhouse. 2011. “Object-Oriented Classification of Multiresolution Images for the Extraction of Narrow Linear Forest Disturbance.” Remote Sensing Letters 2: 147–155. doi:10.1080/01431161.2010.504755.
16. Hilker, T., M. A. Wulder, N. C. Coops, J. Linke, G. McDermid, J. G. Masek, F. Gao, and J. C. White. 2009. “A New Data Fusion Model for High Spatial- and Temporal-Resolution Mapping of Forest Disturbance Based on Landsat and MODIS.” Remote Sensing of Environment 113: 1613–1627. doi:10.1016/j.rse.2009.03.007.
17. Jin, X., and C. H. Davis. 2005. “Automated Building Extraction from High-Resolution Satellite Imagery in Urban Areas Using Structural, Contextual, and Spectral Information.” EURASIP Journal on Advances in Signal Processing 14: 2196–2206. doi:10.1155/ASP.2005.2196.
18. Mena, J. B., and J. A. Malpica. 2005. “An Automatic Method for Road Extraction in Rural and Semi-Urban Areas Starting from High Resolution Satellite Imagery.” Pattern Recognition Letters 26: 1201–1220. doi:10.1016/j.patrec.2004.11.005.
19. Pal, N. R., and S. K. Pal. 1993. “A Review on Image Segmentation Techniques.” Pattern Recognition 26: 1277–1294. doi:10.1016/0031-3203(93)90135-J.
20. Pasher, J., E. Seed, and J. Duffe. 2013. “Development of Boreal Ecosystem Anthropogenic Disturbance Layers for Canada Based on 2008 to 2010 Landsat Imagery.” Canadian Journal of Remote Sensing 39: 42–58. doi:10.5589/m13-007.
21. Pickell, P. D., D. W. Andison, and N. C. Coops. 2013. “Characterizations of Anthropogenic Disturbance Patterns in the Mixedwood Boreal Forest of Alberta, Canada.” Forest Ecology and Management 304: 243–253. doi:10.1016/j.foreco.2013.04.031.
22. Salehi, B., Y. Zhang, and M. Zhong. 2012. “Automatic Moving Vehicles Information Extraction from Single-Pass WorldView-2 Imagery.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 5: 135–145. doi:10.1109/JSTARS.2012.2183117.
23. Salehi, B., Y. Zhang, and M. Zhong. 2013. “A Combined Object- and Pixel-Based Image Analysis Framework for Urban Land Cover Classification of VHR Imagery.” Photogrammetric Engineering & Remote Sensing 79: 999–1014. doi:10.14358/PERS.79.11.999.
24. Schneider, R., and S. Dyer. 2006. “Death by a Thousand Cuts: Impacts of in Situ Oil Sands Development in Alberta’s Boreal Forest.” The Pembina Institute and the Canadian Parks and Wilderness Society. http://www.cpaws-sask.org/common/pdfs/Death_by_thousand_cuts.pdf.
25. Yukon Energy, Mines, and Resources. 2006. “Seismic Exploration.” http://www.emr.gov.yk.ca/oilandgas/pdf/bmp_seismic.pdf.
26. Yukon Energy, Mines, and Resources, Oil and Gas Management Branch. 2005. “A Technical Report of the Pembina Report ‘A Peak into the Future’.” http://www.emr.gov.yk.ca/oilandgas/pdf/final_technical_review_of_pembina_report.pdf.