" Grass Grubs and Damage Ranking ------------------------------ Data source: R. J. Townsend AgResearch Lincoln New Zealand Grass grubs are one of the major insect pests of pasture in Canterbury and can cause severe pasture damage and economic loss. Pastoral damage may occur periodically over wide ranging areas. Grass grub populations are often influenced by biotic factors (diseases) and farming pracices (such as irrigation and heavy rolling). Th objective of the report was to report on grass grub population and damage levels to provide objective estimates of the annual losses caused by grass grubs. The original machine learning objective was to find a relationship between grass grub numbers, irrigation and damage ranking for the period between 1986 to 1992. Number of Instances: 155 Attribute Information: 1. year_zone - Years 0, 1, 2, 6, 7, 8, 9 divided into three zones: f, m, c - enumerated 2. year - year of trial - enumerated 3. strip - strip of paddock sampled - integer 4. pdk - paddock sampled - integer 5. damage_rankRJT - RJ Townsends damage ranking - enumerated 6. damage_rankALL - other researchers damage ranking - enumerated 7. dry_or_irr - indicates if paddock was dry or irrigated (D: dryland, O: irrigated overhead, B: irrigated border dyke) - enumerated 8. zone - position of paddock (F: foothills, M: midplain, C: coastal) - enumerated Class: 9. GG_new - based on grass grubs per metre squared - enumerated Class Distribution: low - 49 average - 41 high - 46 veryhigh - 19 " "0" "grub-damage" "low" "high" "high" "high" "low" "low" "high" "low" "average" "average" "low" "high" "high" "high" "veryhigh" "high" "veryhigh" "veryhigh" "high" "low" "low" "low" "low" "low" "low" "average" "low" "low" "low" "high" "veryhigh" "high" "high" "high" "high" "veryhigh" "low" "veryhigh" "veryhigh" "low" "high" "low" "low" "low" "low" "high" "low" "average" "average" "high" "high" "high" "high" "high" "veryhigh" "low" "veryhigh" "veryhigh" "veryhigh" "veryhigh" "average" "high" "veryhigh" "high" "average" "low" "veryhigh" "low" "low" "average" "average" "low" "low" "low" "high" "average" "low" "average" "high" "average" "average" "high" "high" "low" "average" "average" "high" "average" "average" "high" "low" "high" "high" "low" "low" "average" "low" "average" "high" "average" "average" "average" "high" "high" "high" "average" "veryhigh" "high" "average" "low" "average" "average" "low" "average" "low" "low" "low" "low" "average" "low" "low" "low" "average" "high" "low" "average" "high" "average" "average" "veryhigh" "average" "low" "veryhigh" "average" "low" "average" "high" "average" "high" "average" "veryhigh" "low" "low" "low" "high" "average" "high" "high" "veryhigh" "high" "average" "high" "average" "average" "high" "D" "D" "D" "D" "D" "D" "D" "D" "D" "D" "D" "D" "O" "D" "D" "D" "D" "D" "D" "D" "D" "D" "D" "D" "B" "D" "D" "D" "D" "D" "D" "D" "D" "O" "D" "D" "D" "D" "D" "D" "D" "D" "D" "D" "B" "B" "B" "D" "D" "D" "O" "D" "D" "D" "D" "D" "D" "D" "D" "D" "D" "D" "D" "D" "D" "B" "D" "D" "D" "D" "B" "B" "D" "D" "D" "O" "D" "O" "D" "D" "D" "D" "D" "D" "O" "D" "D" "D" "D" "D" "B" "D" "B" "D" "D" "D" "B" "D" "D" "D" "D" "O" "D" "O" "D" "D" "D" "D" "D" "D" "D" "D" "D" "D" "D" "B" "B" "B" "D" "B" "D" "B" "D" "D" "D" "B" "D" "O" "O" "D" "D" "D" "D" "D" "D" "D" "D" "D" "O" "D" "D" "D" "B" "D" "D" "B" "D" "D" "D" "D" "B" "O" "D" "O" "D" 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 86 87 87 87 87 87 87 87 87 87 87 87 87 87 87 87 87 87 87 87 88 88 88 88 88 88 88 88 88 88 88 88 88 88 88 88 88 88 89 89 89 89 89 89 89 89 89 89 89 89 89 89 89 89 89 89 89 89 89 89 89 89 89 90 90 90 90 90 90 90 90 90 90 90 90 90 90 90 90 90 90 90 90 90 90 90 90 90 90 91 91 91 91 91 91 91 91 91 91 91 91 91 91 91 91 91 91 91 91 91 91 91 91 91 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 92 3 3 3 3 3 4 4 4 6 6 6 10 10 10 10 10 1 1 2 3 3 3 3 3 5 5 5 5 6 6 10 10 10 10 10 1 1 1 1 3 3 3 6 6 7 7 7 9 9 9 10 10 10 1 1 1 1 2 2 2 3 3 3 4 4 5 5 6 6 6 7 7 9 9 9 10 10 10 1 1 1 2 2 2 3 3 3 4 4 4 5 5 5 6 6 6 7 7 9 9 9 10 10 10 1 1 1 2 2 2 3 3 4 4 4 5 5 5 6 6 6 7 7 9 9 9 10 10 10 1 1 1 1 2 2 2 3 3 3 4 4 4 6 6 6 7 7 7 9 9 9 10 10 10 10 1 2 3 4 5 1 2 3 1 2 3 1 2 3 4 5 2 3 1 1 2 3 4 5 1 2 3 4 2 4 1 2 3 4 5 0 1 2 4 1 2 3 3 4 1 2 3 1 2 3 1 2 4 1 2 3 4 1 2 3 1 2 3 1 2 1 2 1 2 3 1 2 1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 1 2 1 2 3 1 2 3 1 2 3 1 2 3 1 2 1 2 3 1 2 3 1 2 3 1 2 1 2 3 1 2 3 1 2 3 4 1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 1 2 4 1 2 3 4 1 0 1 1 0 0 2 1 2 3 1 1 3 3 3 3 2 3 2 0 1 0 2 0 2 1 0 1 2 3 3 3 2 1 2 5 0 3 2 1 2 1 1 0 0 0 1 2 1 2 3 5 4 4 5 0 2 4 2 3 1 3 4 4 1 0 3 2 4 5 0 1 1 3 2 2 2 1 5 1 1 3 2 0 1 2 4 5 3 3 0 5 1 1 2 4 0 4 4 2 4 3 4 5 1 2 5 3 1 2 2 0 3 1 1 0 2 2 5 2 3 0 3 3 3 3 5 3 2 1 0 3 3 1 2 4 3 2 1 3 4 1 0 2 4 2 5 3 1 4 1 3 1 2 3 0 0 1 0 0 1 2 0 0 3 1 1 4 3 2 3 1 3 1 1 0 0 1 1 3 2 0 1 1 1 2 2 2 1 3 3 0 1 1 1 2 0 1 0 1 0 2 2 1 0 3 2 3 4 5 0 4 1 1 4 1 2 4 2 4 0 4 2 4 4 2 0 2 3 1 4 1 3 5 1 1 3 2 0 1 3 4 4 3 4 0 5 1 1 1 4 0 3 2 2 4 3 4 5 1 2 4 3 1 1 2 0 2 2 1 1 2 2 5 1 2 0 0 2 3 2 4 3 1 1 0 3 3 1 2 4 3 2 1 3 4 1 0 2 4 1 4 3 2 4 1 3 1 2 3 "6f" "6f" "6f" "6f" "6f" "6f" "6f" "6f" "6m" "6m" "6m" "6c" "6c" "6c" "6c" "6c" "7f" "7f" "7f" "7f" "7f" "7f" "7f" "7f" "7m" "7m" "7m" "7m" "7m" "7m" "7c" "7c" "7c" "7c" "7c" "8f" "8f" "8f" "8f" "8f" "8f" "8f" "8m" "8m" "8m" "8m" "8m" "8c" "8c" "8c" "8c" "8c" "8c" "9f" "9f" "9f" "9f" "9f" "9f" "9f" "9f" "9f" "9f" "9f" "9f" "9m" "9m" "9m" "9m" "9m" "9m" "9m" "9c" "9c" "9c" "9c" "9c" "9c" "0f" "0f" "0f" "0f" "0f" "0f" "0f" "0f" "0f" "0f" "0f" "0f" "0m" "0m" "0m" "0m" "0m" "0m" "0m" "0m" "0c" "0c" "0c" "0c" "0c" "0c" "1f" "1f" "1f" "1f" "1f" "1f" "1f" "1f" "1f" "1f" "1f" "1m" "1m" "1m" "1m" "1m" "1m" "1m" "1m" "1c" "1c" "1c" "1c" "1c" "1c" "2f" "2f" "2f" "2f" "2f" "2f" "2f" "2f" "2f" "2f" "2f" "2f" "2f" "2m" "2m" "2m" "2m" "2m" "2m" "2c" "2c" "2c" "2c" "2c" "2c" "2c" "F" "F" "F" "F" "F" "F" "F" "F" "M" "M" "M" "C" "C" "C" "C" "C" "F" "F" "F" "F" "F" "F" "F" "F" "M" "M" "M" "M" "M" "M" "C" "C" "C" "C" "C" "F" "F" "F" "F" "F" "F" "F" "M" "M" "M" "M" "M" "C" "C" "C" "C" "C" "C" "F" "F" "F" "F" "F" "F" "F" "F" "F" "F" "F" "F" "M" "M" "M" "M" "M" "M" "M" "C" "C" "C" "C" "C" "C" "F" "F" "F" "F" "F" "F" "F" "F" "F" "F" "F" "F" "M" "M" "M" "M" "M" "M" "M" "M" "C" "C" "C" "C" "C" "C" "F" "F" "F" "F" "F" "F" "F" "F" "F" "F" "F" "M" "M" "M" "M" "M" "M" "M" "M" "C" "C" "C" "C" "C" "C" "F" "F" "F" "F" "F" "F" "F" "F" "F" "F" "F" "F" "F" "M" "M" "M" "M" "M" "M" "C" "C" "C" "C" "C" "C" "C" "year_zone" "year" "strip" "pdk" "damage_rankRJT" "damage_rankALL" "dry_or_irr" "zone" "GG_new" "year_zone" "int0" "dry_or_irr" "zone" "GG_new" "nominal:6f,6m,6c,7f,7m,7c,8f,8m,8c,9f,9m,9c,0f,0m,0c,1f,1m,1c,2f,2m,2c" "nominal:86,87,88,89,90,91,92" "numeric" "numeric" "nominal:0,1,2,3,4,5" "nominal:0,1,2,3,4,5" "nominal:D,O,B" "nominal:F,M,C" "nominal:low,average,high,veryhigh"