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Integrating Crowdsourced Data with a Land Cover Product: A Bayesian Data Fusion Approach

Bibliographic reference Gengler, Sarah ; Bogaert, Patrick. Integrating Crowdsourced Data with a Land Cover Product: A Bayesian Data Fusion Approach. In: Remote Sensing, Vol. 8, no. 7, p. 545 (7)
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  1. Fritz Steffen, McCallum Ian, Schill Christian, Perger Christoph, Grillmayer Roland, Achard Frédéric, Kraxner Florian, Obersteiner Michael, Geo-Wiki.Org: The Use of Crowdsourcing to Improve Global Land Cover, 10.3390/rs1030345
  2. Fritz Steffen, You Liangzhi, Bun Andriy, See Linda, McCallum Ian, Schill Christian, Perger Christoph, Liu Junguo, Hansen Matt, Obersteiner Michael, Cropland for sub-Saharan Africa: A synergistic approach using five land cover data sets : A NEW CALIBRATED CROPLAND DATA SET, 10.1029/2010gl046213
  3. See Linda, McCallum Ian, Fritz Steffen, Perger Christoph, Kraxner Florian, Obersteiner Michael, Baruah Ujjal Deka, Mili Nitashree, Kalita Nripen Ram, Mapping Cropland in Ethiopia Using Crowdsourcing, 10.4236/ijg.2013.46a1002
  4. See Linda, Fritz Steffen, You Liangzhi, Ramankutty Navin, Herrero Mario, Justice Chris, Becker-Reshef Inbal, Thornton Philip, Erb Karlheinz, Gong Peng, Tang Huajun, van der Velde Marijn, Ericksen Polly, McCallum Ian, Kraxner Florian, Obersteiner Michael, Improved global cropland data as an essential ingredient for food security, 10.1016/j.gfs.2014.10.004
  5. Hansen M. C., Defries R. S., Townshend J. R. G., Sohlberg R., Global land cover classification at 1 km spatial resolution using a classification tree approach, 10.1080/014311600210209
  6. Jung Martin, Henkel Kathrin, Herold Martin, Churkina Galina, Exploiting synergies of global land cover products for carbon cycle modeling, 10.1016/j.rse.2006.01.020
  7. Pérez-Hoyos A., García-Haro F.J., San-Miguel-Ayanz J., A methodology to generate a synergetic land-cover map by fusion of different land-cover products, 10.1016/j.jag.2012.04.011
  8. See L.M., Fritz S., A method to compare and improve land cover datasets: application to the GLC-2000 and MODIS land cover products, 10.1109/tgrs.2006.874750
  9. Xu Guang, Zhang Hairong, Chen Baozhang, Zhang Huifang, Yan Jianwu, Chen Jing, Che Mingliang, Lin Xiaofeng, Dou Xianming, A Bayesian Based Method to Generate a Synergetic Land-Cover Map from Existing Land-Cover Products, 10.3390/rs6065589
  10. Cardille Jeffrey A., Clayton Murray K., A regression tree-based method for integrating land-cover and land-use data collected at multiple scales, 10.1007/s10651-007-0012-5
  11. Hurtt George C., Rosentrater Lynn, Frolking Steve, Moore Berrien, Linking remote-sensing estimates of land cover and census statistics on land use to produce maps of land use of the conterminous United States, 10.1029/2000gb001299
  12. Fonte Cidália C., Bastin Lucy, See Linda, Foody Giles, Lupia Flavio, Usability of VGI for validation of land cover maps, 10.1080/13658816.2015.1018266
  13. Muller C.L., Chapman L., Johnston S., Kidd C., Illingworth S., Foody G., Overeem A., Leigh R.R., Crowdsourcing for climate and atmospheric sciences: current status and future potential : CROWDSOURCING FOR CLIMATE AND ATMOSPHERIC SCIENCES, 10.1002/joc.4210
  14. Poser, Geomatica, 64, 89 (2010)
  15. Roche Stephane, Propeck-Zimmermann Eliane, Mericskay Boris, GeoWeb and crisis management: issues and perspectives of volunteered geographic information, 10.1007/s10708-011-9423-9
  16. Zook Matthew, Graham Mark, Shelton Taylor, Gorman Sean, Volunteered Geographic Information and Crowdsourcing Disaster Relief: A Case Study of the Haitian Earthquake, 10.2202/1948-4682.1069
  17. Coleman, Geomatica, 64, 383 (2013)
  18. Sui (2013)
  19. Goodchild Michael F., Glennon J. Alan, Crowdsourcing geographic information for disaster response: a research frontier, 10.1080/17538941003759255
  20. Goodchild Michael F., Li Linna, Assuring the quality of volunteered geographic information, 10.1016/j.spasta.2012.03.002
  21. Hunter Jane, Alabri Abdulmonem, van Ingen Catharine, Assessing the quality and trustworthiness of citizen science data : ASSESSING THE QUALITY AND TRUSTWORTHINESS OF CITIZEN SCIENCE DATA, 10.1002/cpe.2923
  22. Comber Alexis, See Linda, Fritz Steffen, Van der Velde Marijn, Perger Christoph, Foody Giles, Using control data to determine the reliability of volunteered geographic information about land cover, 10.1016/j.jag.2012.11.002
  23. Gengler Sarah, Bogaert Patrick, Bayesian Data Fusion Applied to Soil Drainage Classes Spatial Mapping, 10.1007/s11004-015-9585-y
  24. Negash Martha, Swinnen Johan F.M., Biofuels and food security: Micro-evidence from Ethiopia, 10.1016/j.enpol.2013.06.031
  25. Waldner François, Fritz Steffen, Di Gregorio Antonio, Defourny Pierre, Mapping Priorities to Focus Cropland Mapping Activities: Fitness Assessment of Existing Global, Regional and National Cropland Maps, 10.3390/rs70607959
  26. Wahyudi Agung, Bartzke Mariana, Küster Eberhard, Bogaert Patrick, Maximum entropy estimation of a Benzene contaminated plume using ecotoxicological assays, 10.1016/j.envpol.2012.08.018
  27. Bogaert P., Fasbender D., Bayesian data fusion in a spatial prediction context: a general formulation, 10.1007/s00477-006-0080-3
  28. Fasbender D., Peeters L., Bogaert P., Dassargues A., Bayesian data fusion applied to water table spatial mapping : BAYESIAN DATA FUSION APPLIED TO WATER, 10.1029/2008wr006921
  29. Fasbender D., Radoux J., Bogaert P., Bayesian Data Fusion for Adaptable Image Pansharpening, 10.1109/tgrs.2008.917131
  30. D'Or Dimitri, Bogaert Patrick, Continuous-valued map reconstruction with the Bayesian Maximum Entropy, 10.1016/s0016-7061(02)00304-x
  31. D’Or (2004)
  32. Land Cover CCI : Product User Guide Version 2
  33. Haklay Mordechai (Muki), Basiouka Sofia, Antoniou Vyron, Ather Aamer, How Many Volunteers Does it Take to Map an Area Well? The Validity of Linus’ Law to Volunteered Geographic Information, 10.1179/000870410x12911304958827
  34. Jokar Arsanjani J., Helbich M., Bakillah M., EXPLOITING VOLUNTEERED GEOGRAPHIC INFORMATION TO EASE LAND USE MAPPING OF AN URBAN LANDSCAPE, 10.5194/isprsarchives-xl-4-w1-51-2013
  35. Johnson Brian A., Iizuka Kotaro, Integrating OpenStreetMap crowdsourced data and Landsat time-series imagery for rapid land use/land cover (LULC) mapping: Case study of the Laguna de Bay area of the Philippines, 10.1016/j.apgeog.2015.12.006
  36. Sokal (1969)
  37. Foody Giles M., Thematic Map Comparison, 10.14358/pers.70.5.627