Table 4. LANDSAT TM 
5 c 
Bolu Frovince Test Side 
rls 
vid 
sificatior 
  
Cover Type 
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
E i 1 
{Map} E D. W P 6.4, |F.+N. [TOTAL {PERCENT OMISSION — jCOMISSION 
CORRECT —|ERROR ERROR 
Coniferous 3029 357 5 179 112 114-1 97 79.8 20.2 8d 
Deciduous 217 | 2018 4 96 9 168 | 2593 77.8 22.2 22.3 
Water 4 3 42 3 2 i 33 76.5 23.6 S3 
Potatoes 74 44 & 332 1? 33 328 66.7 33.3 46.4 
Sugar beets + 22 8 3 3 109 10 157 69.4 30.8 711,3 
Legumes 
Fallow + 489 344 b 24 48 1-121921 2106 81,2 42.8 21. 
Nonvegetative | i 
| | 
TOTAL 3837 | 2774 &7 6597 378 | 1545 | 9240 
i 
PERCENT 78.9 1 72.7 1 42,7 | LA 28.0 7| 78,9 73.1 26.9 
CORRENT | i 
i i i i 
  
  
  
  
  
Table 5. Summary of LANDSAT TM 
Province Test Site 
Classification Performance, Bolu 
  
  
  
  
  
  
  
  
  
Rank Classification scheme Percent Commission Kappa 
Correct Error 
1 Maximum Likelihood 86.6 13.4 0.809 
2 Minimum-Distance To Means 82.4 17.6 0.751 
3 Unsupervised Clustering 73.1 26.9 0.617 
  
  
Table 6. Comparison of Class Area Percentages with Area Estimates Based 
on Classification of LANDSAT TM Data for Bolu 
  
  
  
  
  
  
  
  
  
  
  
Land-cover Based on Map LANDSAT Difference 
Class Class (Percent) Classification (Percent) 
No Estimates 
(Percent) 
1 Coniferous 41,15 41.14 * 0.01 
2 Deciduous 28.43 27.87 + 0.56 
3 Water 0.32 0.32 0.00 
4 Potatoes 5.73 7.095 = 1.32 
5 Sugar beets + 1.6% 3.11 = 1.42 
Legumes 
6 Fallow + 22.68 20.51 * 2.17 
Nonvegetated 
  
  
  
294 
Ccm- UO OT D + — OO 
A U: n