Articles | Volume 14, issue 1
https://doi.org/10.5194/essd-14-143-2022
https://doi.org/10.5194/essd-14-143-2022
Data description paper
 | 
19 Jan 2022
Data description paper |  | 19 Jan 2022

Implementation of the CCDC algorithm to produce the LCMAP Collection 1.0 annual land surface change product

George Z. Xian, Kelcy Smith, Danika Wellington, Josephine Horton, Qiang Zhou, Congcong Li, Roger Auch, Jesslyn F. Brown, Zhe Zhu, and Ryan R. Reker

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Preprint under review for ESSD
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Cited articles

Anderson, J. R., Hardy, E. E., Roach, J. T., and Witmer, R. E.: A land use and land cover classification system for use with remote sensor data, Geol. Surv. Prof. Paper, 964, 1–28, 1976. 
Boryan, C., Yang, Z., Mueller, R., and Craig, M.: Monitoring US agriculture: the US department of agriculture, national agricultural statistics service, cropland data layer program, Geocarto Int., 26, 341–358, 2011. 
Brown, J. F., Tollerud, H. J., Barber, C. P., Zhou, Q., Dwyer, J. L., Vogelmann, J. E., Loveland, T. R., Woodcock, C. E., Stehman, S. V., Zhu, Z., Pengra, B. W., Smith, K., Horton, J. A., Xian, G., Auch, R. F., Sohl, T. L., Sayler, K. L., Gallant, A. L., Zelenak, D., Reker, R. R., and Rover, J.: Lessons learned implementing an operational continuous United States national land change monitoring capability: The Land Change Monitoring, Assessment, and Projection (LCMAP) approach, Remote Sens. Environ., 238, 111356, https://doi.org/10.1016/j.rse.2019.111356, 2020. 
Bullock, E. L., Woodcock, C. E., and Holden, C. E.: Improved change monitoring using an ensemble of time series algorithms, Remote Sens. Environ., 238, 111165, https://doi.org/10.1016/j.rse.2019.04.018, 2020. 
Card, D. H.: Using known map category marginal frequencies to improve estimates of thermatic map accuracy, Photogramm. Eng. Rem. S., 48, 431–439, 1982. 
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Short summary
Continuous change detection algorithms were implemented with time series satellite records to produce annual land surface change products for the conterminous United States. The land change products are in 30 m spatial resolution and represent land cover and change from 1985 to 2017 across the country. The LCMAP product suite provides useful information for land resource management and facilitates studies to improve the understanding of terrestrial ecosystems.
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