Articles | Volume 14, issue 1
Earth Syst. Sci. Data, 14, 143–162, 2022
https://doi.org/10.5194/essd-14-143-2022
Earth Syst. Sci. Data, 14, 143–162, 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 et al.

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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. 
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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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.