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An assessment of the cultivated cropland class of NLCD 2006 using a multi-source and multi-criteria approach

February 1, 2016

We developed a method that analyzes the quality of the cultivated cropland class mapped in the USA National Land Cover Database (NLCD) 2006. The method integrates multiple geospatial datasets and a Multi Index Integrated Change Analysis (MIICA) change detection method that captures spectral changes to identify the spatial distribution and magnitude of potential commission and omission errors for the cultivated cropland class in NLCD 2006. The majority of the commission and omission errors in NLCD 2006 are in areas where cultivated cropland is not the most dominant land cover type. The errors are primarily attributed to the less accurate training dataset derived from the National Agricultural Statistics Service Cropland Data Layer dataset. In contrast, error rates are low in areas where cultivated cropland is the dominant land cover. Agreement between model-identified commission errors and independently interpreted reference data was high (79%). Agreement was low (40%) for omission error comparison. The majority of the commission errors in the NLCD 2006 cultivated crops were confused with low-intensity developed classes, while the majority of omission errors were from herbaceous and shrub classes. Some errors were caused by inaccurate land cover change from misclassification in NLCD 2001 and the subsequent land cover post-classification process.

Citation Information

Publication Year 2016
Title An assessment of the cultivated cropland class of NLCD 2006 using a multi-source and multi-criteria approach
DOI 10.3390/rs8020101
Authors Patrick Danielson, Limin Yang, Suming Jin, Collin G. Homer, Darrell Napton
Publication Type Article
Publication Subtype Journal Article
Series Title Remote Sensing
Series Number
Index ID 70177901
Record Source USGS Publications Warehouse
USGS Organization Earth Resources Observation and Science (EROS) Center

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