Thematic accuracy of the 1992 National Land-Cover Data for the eastern United States: Statistical methodology and regional results

被引:163
作者
Stehman, SV
Wickham, JD
Smith, JH
Yang, L
机构
[1] SUNY Coll Environm Sci & Forestry, Syracuse, NY 13210 USA
[2] US EPA, Landscape Characterizat Branch, Res Triangle Pk, NC 27711 USA
[3] US EPA, Natl Ctr Environm Res, Washington, DC 20460 USA
[4] Sci Applicat Int Corp, EROS Data Ctr, Sioux Falls, SD 57198 USA
关键词
National Land-Cover Data; thematic accuracy; eastern United States;
D O I
10.1016/S0034-4257(03)00128-7
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The accuracy of the 1992 National Land-Cover Data (NLCD) map is assessed via a probability sampling design incorporating three levels of stratification and two stages of selection. Agreement between the map and reference land-cover labels is defined as a match between the primary or alternate reference label determined for a sample pixel and a mode class of the mapped 3 x 3 block of pixels centered on the sample pixel. Results are reported for each of the four regions comprising the eastern United States for both Anderson Level I and II classifications. Overall accuracies for Levels I and II are 80% and 46% for New England, 82% and 62% for New York/New Jersey (NY/NJ), 70% and 43% for the Mid-Atlantic, and 83% and 66% for the Southeast. (C) 2003 Elsevier Inc. All rights reserved.
引用
收藏
页码:500 / 516
页数:17
相关论文
共 23 条
[1]   Rough classification and accuracy assessment [J].
Ahlqvist, O ;
Keukelaar, J ;
Oukbir, K .
INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2000, 14 (05) :475-496
[2]  
ANDERSON JR, 1976, 964 US GEOL SURG
[3]  
[Anonymous], 2003, Model Assisted SurveySampling
[4]  
[Anonymous], 1998, REMOTE SENSING CHANG
[5]  
CARD DH, 1982, PHOTOGRAMM ENG REM S, V48, P431
[6]   Assessing map accuracy in a remotely sensed, ecoregion-scale cover map [J].
Edwards, TC ;
Moisen, GG ;
Cutler, DR .
REMOTE SENSING OF ENVIRONMENT, 1998, 63 (01) :73-83
[7]  
GOPAL S, 1994, PHOTOGRAMM ENG REM S, V60, P181
[8]   Optimistic bias in classification accuracy assessment [J].
Hammond, TO ;
Verbyla, DL .
INTERNATIONAL JOURNAL OF REMOTE SENSING, 1996, 17 (06) :1261-1266
[9]   Conventional and fuzzy accuracy assessment of the New York Gap Analysis Project land cover map [J].
Laba, M ;
Gregory, SK ;
Braden, J ;
Ogurcak, D ;
Hill, E ;
Fegraus, E ;
Fiore, J ;
DeGloria, SD .
REMOTE SENSING OF ENVIRONMENT, 2002, 81 (2-3) :443-455
[10]  
LANTER DP, 1992, PHOTOGRAMM ENG REM S, V58, P825