Eureka
## OGR data source with driver: ESRI Shapefile
## Source: "/home/derek/Documents/Missouri post doc/Green Areas", layer: "Proposed_Plumas_Eureka_ProjectBoundary"
## with 3 features
## It has 4 fields
## Formal class 'SpatialPoints' [package "sp"] with 3 slots
## ..@ coords : num [1:6, 1:2] -121 -121 -121 -121 -121 ...
## .. ..- attr(*, "dimnames")=List of 2
## .. .. ..$ : NULL
## .. .. ..$ : chr [1:2] "x" "y"
## ..@ bbox : num [1:2, 1:2] -120.7 39.7 -120.5 39.8
## .. ..- attr(*, "dimnames")=List of 2
## .. .. ..$ : chr [1:2] "x" "y"
## .. .. ..$ : chr [1:2] "min" "max"
## ..@ proj4string:Formal class 'CRS' [package "sp"] with 1 slot
## .. .. ..@ projargs: chr "+proj=longlat +ellps=GRS80 +towgs84=0,0,0,0,0,0,0 +no_defs"Craddle Valley
## OGR data source with driver: ESRI Shapefile
## Source: "/home/derek/Documents/Missouri post doc/Green Areas", layer: "craddle_valley_trt_units"
## with 8 features
## It has 5 fields
Project Area
## OGR data source with driver: ESRI Shapefile
## Source: "/home/derek/Documents/Missouri post doc/Green Areas", layer: "ProjectArea"
## with 1 features
## It has 3 fields
#Random
## 'data.frame': 42 obs. of 2 variables:
## $ lon: num -121 -121 -121 -121 -121 ...
## $ lat: num 40.1 40.1 39.7 40.1 40 ...Axford
## OGR data source with driver: ESRI Shapefile
## Source: "/home/derek/Documents/Missouri post doc/Green Areas", layer: "AxfordBoundaryMERGE"
## with 1 features
## It has 4 fields
Sackets
## OGR data source with driver: ESRI Shapefile
## Source: "/home/derek/Documents/Missouri post doc/Green Areas", layer: "Sacketts_Boundary_20130905"
## with 1 features
## It has 1 fields## OGR data source with driver: ESRI Shapefile
## Source: "/home/derek/Documents/Missouri post doc/Green Areas", layer: "Sacketts_Meadows"
## with 6 features
## It has 51 fields
Challenge
## OGR data source with driver: ESRI Shapefile
## Source: "/home/derek/Documents/Missouri post doc/Green Areas", layer: "BatSurveyBoundary"
## with 6 features
## It has 31 fields
Total
## 'data.frame': 92 obs. of 2 variables:
## $ lon: num -121 -121 -121 -121 -121 ...
## $ lat: num 39.5 39.5 39.7 39.6 39.8 ...
## lon lat fire classes
## Min. :-121.5 Min. :39.46 Min. :0.00 Min. :1.00
## 1st Qu.:-121.2 1st Qu.:39.76 1st Qu.:0.00 1st Qu.:2.00
## Median :-121.0 Median :39.98 Median :0.00 Median :3.00
## Mean :-120.9 Mean :39.94 Mean :0.41 Mean :2.88
## 3rd Qu.:-120.7 3rd Qu.:40.12 3rd Qu.:1.00 3rd Qu.:4.00
## Max. :-120.3 Max. :40.29 Max. :1.00 Max. :5.00
##
## code Origin
## H2NF :17 Length:92
## H1NF :10 Class :character
## H5NF :10 Mode :character
## H1F : 8
## H2F : 8
## H3F : 8
## (Other):31## F NF
## 39 53| lon | lat | fire | classes | code | Origin | n |
|---|---|---|---|---|---|---|
| -121.0674 | 40.11008 | 1.0000000 | 1 | H1F | Mines | 101 |
| -121.0944 | 40.10827 | 1.0000000 | 1 | H1F | Random | 102 |
| -121.0829 | 40.11971 | 1.0000000 | 1 | H1F | Random | 103 |
| -121.4297 | 39.71196 | 1.0000000 | 1 | H1F | Random | 104 |
| -121.0829 | 40.13114 | 1.0000000 | 1 | H1F | Random | 105 |
| -121.2315 | 40.02444 | 1.0000000 | 1 | H1F | Random | 106 |
| -121.0982 | 40.13876 | 1.0000000 | 1 | H1F | Random | 107 |
| -121.3535 | 39.86057 | 1.0000000 | 1 | H1F | Random | 108 |
| -121.1867 | 39.47105 | 0.0000000 | 1 | H1NF | Challenge | 109 |
| -121.2171 | 39.49586 | 0.0000000 | 1 | H1NF | Challenge | 110 |
| -121.1752 | 39.46698 | 0.0000000 | 1 | H1NF | Challenge | 111 |
| -121.2233 | 39.49668 | 0.0000000 | 1 | H1NF | Challenge | 112 |
| -121.2754 | 39.52461 | 0.0000000 | 1 | H1NF | Mines | 113 |
| -121.2877 | 39.53022 | 0.0000000 | 1 | H1NF | Mines | 114 |
| -121.0655 | 39.96360 | 0.0000000 | 1 | H1NF | ProjectArea | 115 |
| -121.0417 | 40.01238 | 0.0000000 | 1 | H1NF | ProjectArea | 116 |
| -121.0641 | 39.94851 | 0.0000000 | 1 | H1NF | ProjectArea | 117 |
| -121.0273 | 40.01962 | 0.0000000 | 1 | H1NF | ProjectArea | 118 |
| -121.1058 | 39.85295 | 1.0000000 | 2 | H2F | Random | 119 |
| -120.7095 | 40.28738 | 1.0000000 | 2 | H2F | Random | 120 |
| -120.8047 | 40.26832 | 1.0000000 | 2 | H2F | Random | 121 |
| -120.7438 | 40.18449 | 1.0000000 | 2 | H2F | Random | 122 |
| -120.6828 | 40.21878 | 1.0000000 | 2 | H2F | Random | 123 |
| -120.7171 | 40.23022 | 1.0000000 | 2 | H2F | Random | 124 |
| -121.2925 | 39.86439 | 1.0000000 | 2 | H2F | Random | 125 |
| -120.8428 | 40.22260 | 1.0000000 | 2 | H2F | Random | 126 |
| -121.2497 | 39.82332 | 0.0000000 | 2 | H2NF | Axford | 127 |
| -121.2213 | 39.78572 | 0.0000000 | 2 | H2NF | Axford | 128 |
| -121.2325 | 39.77891 | 0.0000000 | 2 | H2NF | Axford | 129 |
| -121.2284 | 39.78137 | 0.0000000 | 2 | H2NF | Axford | 130 |
| -120.5082 | 40.21369 | 0.0000000 | 2 | H2NF | CraddleValley | 131 |
| -120.5392 | 39.69323 | 0.0000000 | 2 | H2NF | Eureka | 132 |
| -120.5074 | 39.66322 | 0.0000000 | 2 | H2NF | Eureka | 133 |
| -120.9017 | 39.74457 | 0.0000000 | 2 | H2NF | Mines | 134 |
| -120.7868 | 39.75097 | 0.0000000 | 2 | H2NF | Mines | 135 |
| -121.0213 | 40.14611 | 0.0000000 | 2 | H2NF | Mines | 136 |
| -120.9909 | 40.08713 | 0.0000000 | 2 | H2NF | ProjectArea | 137 |
| -120.8992 | 39.75139 | 0.0000000 | 2 | H2NF | Sackets | 138 |
| -120.8893 | 39.75259 | 0.0000000 | 2 | H2NF | Sackets | 139 |
| -120.9135 | 39.74384 | 0.0000000 | 2 | H2NF | Sackets | 140 |
| -120.8824 | 39.76550 | 0.0000000 | 2 | H2NF | Sackets | 141 |
| -120.9155 | 39.75402 | 0.0000000 | 2 | H2NF | Sackets | 142 |
| -120.9129 | 39.74999 | 0.0000000 | 2 | H2NF | Sackets | 143 |
| -121.0905 | 40.11971 | 1.0000000 | 3 | H3F | Random | 144 |
| -121.3382 | 39.93298 | 1.0000000 | 3 | H3F | Random | 145 |
| -120.8124 | 40.22260 | 1.0000000 | 3 | H3F | Random | 146 |
| -121.2125 | 39.97871 | 1.0000000 | 3 | H3F | Random | 147 |
| -120.8238 | 40.23784 | 1.0000000 | 3 | H3F | Random | 148 |
| -121.0639 | 40.15019 | 1.0000000 | 3 | H3F | Random | 149 |
| -121.2392 | 39.92155 | 1.0000000 | 3 | H3F | Random | 150 |
| -121.0944 | 40.11971 | 1.0000000 | 3 | H3F | Random | 151 |
| -120.6447 | 39.93298 | 0.0000000 | 3 | H3NF | Random | 152 |
| -120.5189 | 39.71958 | 0.0000000 | 3 | H3NF | Random | 153 |
| -121.1744 | 39.92155 | 0.0000000 | 3 | H3NF | Random | 154 |
| -120.5608 | 40.05492 | 0.0000000 | 3 | H3NF | Random | 155 |
| -120.4541 | 39.92155 | 0.0000000 | 3 | H3NF | Random | 156 |
| -120.6294 | 39.68528 | 0.0000000 | 3 | H3NF | Random | 157 |
| -120.2941 | 39.97490 | 0.0000000 | 3 | H3NF | Random | 158 |
| -120.6561 | 39.91392 | 0.0000000 | 3 | H3NF | Random | 159 |
| -120.5048 | 40.17503 | 0.1442887 | 4 | H4F | CraddleValley | 160 |
| -120.2919 | 40.08657 | 1.0000000 | 4 | H4F | Mines | 161 |
| -120.2979 | 40.07779 | 1.0000000 | 4 | H4F | Random | 162 |
| -120.7971 | 40.19592 | 1.0000000 | 4 | H4F | Random | 163 |
| -121.2735 | 40.03968 | 1.0000000 | 4 | H4F | Random | 164 |
| -120.3436 | 40.06254 | 1.0000000 | 4 | H4F | Random | 165 |
| -120.8009 | 40.20354 | 1.0000000 | 4 | H4F | Random | 166 |
| -120.7590 | 40.18449 | 1.0000000 | 4 | H4F | Random | 167 |
| -120.5229 | 40.19154 | 0.0000000 | 4 | H4NF | CraddleValley | 168 |
| -120.5104 | 40.19009 | 0.0000000 | 4 | H4NF | CraddleValley | 169 |
| -120.5023 | 40.19449 | 0.0000000 | 4 | H4NF | CraddleValley | 170 |
| -120.5077 | 40.22554 | 0.0000000 | 4 | H4NF | CraddleValley | 171 |
| -120.5104 | 39.65134 | 0.0000000 | 4 | H4NF | Eureka | 172 |
| -120.6141 | 39.69536 | 0.0000000 | 4 | H4NF | Eureka | 173 |
| -120.6523 | 40.05492 | 0.0000000 | 4 | H4NF | Random | 174 |
| -120.6333 | 40.07017 | 0.0000000 | 4 | H4NF | Random | 175 |
| -121.2347 | 39.76855 | 0.5715879 | 5 | H5F | Axford | 176 |
| -121.2496 | 39.76943 | 1.0000000 | 5 | H5F | Axford | 177 |
| -121.2108 | 40.09400 | 1.0000000 | 5 | H5F | Mines | 178 |
| -121.1237 | 40.11483 | 1.0000000 | 5 | H5F | Mines | 179 |
| -121.4602 | 39.82628 | 1.0000000 | 5 | H5F | Random | 180 |
| -121.2773 | 39.99014 | 1.0000000 | 5 | H5F | Random | 181 |
| -121.1896 | 40.13114 | 1.0000000 | 5 | H5F | Random | 182 |
| -121.1780 | 39.45557 | 0.0000000 | 5 | H5NF | Challenge | 183 |
| -121.2098 | 39.55074 | 0.0000000 | 5 | H5NF | Challenge | 184 |
| -120.6724 | 39.80724 | 0.0000000 | 5 | H5NF | Eureka | 185 |
| -120.6816 | 39.78867 | 0.0000000 | 5 | H5NF | Eureka | 186 |
| -121.0890 | 39.59560 | 0.0000000 | 5 | H5NF | Mines | 187 |
| -120.9306 | 40.03660 | 0.0000000 | 5 | H5NF | ProjectArea | 188 |
| -121.0544 | 39.96980 | 0.0000000 | 5 | H5NF | ProjectArea | 189 |
| -121.0446 | 40.03791 | 0.0000000 | 5 | H5NF | ProjectArea | 190 |
| -120.9785 | 40.01691 | 0.0000000 | 5 | H5NF | ProjectArea | 191 |
| -121.0255 | 39.99898 | 0.0000000 | 5 | H5NF | ProjectArea | 192 |
C1 <- filter(extracted, lat > 39.84342)
C1 <- filter(C1, lon < -120.8678)
set.seed(2016)
C1 <- C1[sample(nrow(C1)),]
kable(C1, digits = 9)| lon | lat | fire | classes | code | Origin | n | |
|---|---|---|---|---|---|---|---|
| 6 | -121.0982 | 40.13876 | 1 | 1 | H1F | Random | 107 |
| 5 | -121.2315 | 40.02444 | 1 | 1 | H1F | Random | 106 |
| 26 | -121.2773 | 39.99014 | 1 | 5 | H5F | Random | 181 |
| 4 | -121.0829 | 40.13114 | 1 | 1 | H1F | Random | 105 |
| 14 | -121.0213 | 40.14611 | 0 | 2 | H2NF | Mines | 136 |
| 29 | -121.0544 | 39.96980 | 0 | 5 | H5NF | ProjectArea | 189 |
| 17 | -121.3382 | 39.93298 | 1 | 3 | H3F | Random | 145 |
| 23 | -121.2735 | 40.03968 | 1 | 4 | H4F | Random | 164 |
| 1 | -121.0674 | 40.11008 | 1 | 1 | H1F | Mines | 101 |
| 2 | -121.0944 | 40.10827 | 1 | 1 | H1F | Random | 102 |
| 9 | -121.0417 | 40.01238 | 0 | 1 | H1NF | ProjectArea | 116 |
| 32 | -121.0255 | 39.99898 | 0 | 5 | H5NF | ProjectArea | 192 |
| 31 | -120.9785 | 40.01691 | 0 | 5 | H5NF | ProjectArea | 191 |
| 30 | -121.0446 | 40.03791 | 0 | 5 | H5NF | ProjectArea | 190 |
| 20 | -121.2392 | 39.92155 | 1 | 3 | H3F | Random | 150 |
| 7 | -121.3535 | 39.86057 | 1 | 1 | H1F | Random | 108 |
| 11 | -121.0273 | 40.01962 | 0 | 1 | H1NF | ProjectArea | 118 |
| 25 | -121.1237 | 40.11483 | 1 | 5 | H5F | Mines | 179 |
| 22 | -121.1744 | 39.92155 | 0 | 3 | H3NF | Random | 154 |
| 15 | -120.9909 | 40.08713 | 0 | 2 | H2NF | ProjectArea | 137 |
| 27 | -121.1896 | 40.13114 | 1 | 5 | H5F | Random | 182 |
| 8 | -121.0655 | 39.96360 | 0 | 1 | H1NF | ProjectArea | 115 |
| 12 | -121.1058 | 39.85295 | 1 | 2 | H2F | Random | 119 |
| 21 | -121.0944 | 40.11971 | 1 | 3 | H3F | Random | 151 |
| 16 | -121.0905 | 40.11971 | 1 | 3 | H3F | Random | 144 |
| 18 | -121.2125 | 39.97871 | 1 | 3 | H3F | Random | 147 |
| 13 | -121.2925 | 39.86439 | 1 | 2 | H2F | Random | 125 |
| 10 | -121.0641 | 39.94851 | 0 | 1 | H1NF | ProjectArea | 117 |
| 19 | -121.0639 | 40.15019 | 1 | 3 | H3F | Random | 149 |
| 28 | -120.9306 | 40.03660 | 0 | 5 | H5NF | ProjectArea | 188 |
| 3 | -121.0829 | 40.11971 | 1 | 1 | H1F | Random | 103 |
| 24 | -121.2108 | 40.09400 | 1 | 5 | H5F | Mines | 178 |
C2 <- filter(extracted, lat <= 39.84342)
C2 <- filter(C2, lon < -120.8678)
set.seed(2016)
C2 <- C2[sample(nrow(C2)),]
kable(C2, digits = 9)| lon | lat | fire | classes | code | Origin | n | |
|---|---|---|---|---|---|---|---|
| 5 | -121.2233 | 39.49668 | 0.0000000 | 1 | H1NF | Challenge | 112 |
| 4 | -121.1752 | 39.46698 | 0.0000000 | 1 | H1NF | Challenge | 111 |
| 19 | -121.2347 | 39.76855 | 0.5715879 | 5 | H5F | Axford | 176 |
| 3 | -121.2171 | 39.49586 | 0.0000000 | 1 | H1NF | Challenge | 110 |
| 10 | -121.2325 | 39.77891 | 0.0000000 | 2 | H2NF | Axford | 129 |
| 21 | -121.4602 | 39.82628 | 1.0000000 | 5 | H5F | Random | 180 |
| 12 | -120.9017 | 39.74457 | 0.0000000 | 2 | H2NF | Mines | 134 |
| 16 | -120.8824 | 39.76550 | 0.0000000 | 2 | H2NF | Sackets | 141 |
| 1 | -121.4297 | 39.71196 | 1.0000000 | 1 | H1F | Random | 104 |
| 17 | -120.9155 | 39.75402 | 0.0000000 | 2 | H2NF | Sackets | 142 |
| 6 | -121.2754 | 39.52461 | 0.0000000 | 1 | H1NF | Mines | 113 |
| 23 | -121.2098 | 39.55074 | 0.0000000 | 5 | H5NF | Challenge | 184 |
| 22 | -121.1780 | 39.45557 | 0.0000000 | 5 | H5NF | Challenge | 183 |
| 20 | -121.2496 | 39.76943 | 1.0000000 | 5 | H5F | Axford | 177 |
| 18 | -120.9129 | 39.74999 | 0.0000000 | 2 | H2NF | Sackets | 143 |
| 13 | -120.8992 | 39.75139 | 0.0000000 | 2 | H2NF | Sackets | 138 |
| 14 | -120.8893 | 39.75259 | 0.0000000 | 2 | H2NF | Sackets | 139 |
| 15 | -120.9135 | 39.74384 | 0.0000000 | 2 | H2NF | Sackets | 140 |
| 9 | -121.2213 | 39.78572 | 0.0000000 | 2 | H2NF | Axford | 128 |
| 7 | -121.2877 | 39.53022 | 0.0000000 | 1 | H1NF | Mines | 114 |
| 2 | -121.1867 | 39.47105 | 0.0000000 | 1 | H1NF | Challenge | 109 |
| 11 | -121.2284 | 39.78137 | 0.0000000 | 2 | H2NF | Axford | 130 |
| 24 | -121.0890 | 39.59560 | 0.0000000 | 5 | H5NF | Mines | 187 |
| 8 | -121.2497 | 39.82332 | 0.0000000 | 2 | H2NF | Axford | 127 |
C3 <- filter(extracted, lat > 40)
C3 <- filter(C3, lon >= -120.8678)
set.seed(2016)
C3 <- C3[sample(nrow(C3)),]
kable(C3, digits = 9)| lon | lat | fire | classes | code | Origin | n | |
|---|---|---|---|---|---|---|---|
| 5 | -120.7171 | 40.23022 | 1.0000000 | 2 | H2F | Random | 124 |
| 4 | -120.6828 | 40.21878 | 1.0000000 | 2 | H2F | Random | 123 |
| 18 | -120.5229 | 40.19154 | 0.0000000 | 4 | H4NF | CraddleValley | 168 |
| 3 | -120.7438 | 40.18449 | 1.0000000 | 2 | H2F | Random | 122 |
| 10 | -120.5608 | 40.05492 | 0.0000000 | 3 | H3NF | Random | 155 |
| 20 | -120.5023 | 40.19449 | 0.0000000 | 4 | H4NF | CraddleValley | 170 |
| 11 | -120.5048 | 40.17503 | 0.1442887 | 4 | H4F | CraddleValley | 160 |
| 15 | -120.3436 | 40.06254 | 1.0000000 | 4 | H4F | Random | 165 |
| 1 | -120.7095 | 40.28738 | 1.0000000 | 2 | H2F | Random | 120 |
| 16 | -120.8009 | 40.20354 | 1.0000000 | 4 | H4F | Random | 166 |
| 6 | -120.8428 | 40.22260 | 1.0000000 | 2 | H2F | Random | 126 |
| 22 | -120.6523 | 40.05492 | 0.0000000 | 4 | H4NF | Random | 174 |
| 21 | -120.5077 | 40.22554 | 0.0000000 | 4 | H4NF | CraddleValley | 171 |
| 9 | -120.8238 | 40.23784 | 1.0000000 | 3 | H3F | Random | 148 |
| 17 | -120.7590 | 40.18449 | 1.0000000 | 4 | H4F | Random | 167 |
| 12 | -120.2919 | 40.08657 | 1.0000000 | 4 | H4F | Mines | 161 |
| 23 | -120.6333 | 40.07017 | 0.0000000 | 4 | H4NF | Random | 175 |
| 14 | -120.7971 | 40.19592 | 1.0000000 | 4 | H4F | Random | 163 |
| 19 | -120.5104 | 40.19009 | 0.0000000 | 4 | H4NF | CraddleValley | 169 |
| 13 | -120.2979 | 40.07779 | 1.0000000 | 4 | H4F | Random | 162 |
| 8 | -120.8124 | 40.22260 | 1.0000000 | 3 | H3F | Random | 146 |
| 2 | -120.8047 | 40.26832 | 1.0000000 | 2 | H2F | Random | 121 |
| 7 | -120.5082 | 40.21369 | 0.0000000 | 2 | H2NF | CraddleValley | 131 |
C4 <- filter(extracted, lat <= 40)
C4 <- filter(C4, lon >= -120.8678)
set.seed(2016)
C4 <- C4[sample(nrow(C4)),]
kable(C4, digits = 9)| lon | lat | fire | classes | code | Origin | n | |
|---|---|---|---|---|---|---|---|
| 3 | -120.7868 | 39.75097 | 0 | 2 | H2NF | Mines | 135 |
| 2 | -120.5074 | 39.66322 | 0 | 2 | H2NF | Eureka | 133 |
| 10 | -120.5104 | 39.65134 | 0 | 4 | H4NF | Eureka | 172 |
| 12 | -120.6724 | 39.80724 | 0 | 5 | H5NF | Eureka | 185 |
| 5 | -120.5189 | 39.71958 | 0 | 3 | H3NF | Random | 153 |
| 1 | -120.5392 | 39.69323 | 0 | 2 | H2NF | Eureka | 132 |
| 9 | -120.6561 | 39.91393 | 0 | 3 | H3NF | Random | 159 |
| 6 | -120.4541 | 39.92155 | 0 | 3 | H3NF | Random | 156 |
| 8 | -120.2941 | 39.97490 | 0 | 3 | H3NF | Random | 158 |
| 7 | -120.6294 | 39.68528 | 0 | 3 | H3NF | Random | 157 |
| 11 | -120.6141 | 39.69536 | 0 | 4 | H4NF | Eureka | 173 |
| 4 | -120.6447 | 39.93298 | 0 | 3 | H3NF | Random | 152 |
| 13 | -120.6816 | 39.78867 | 0 | 5 | H5NF | Eureka | 186 |
## lon lat fire classes code Origin n
## 79 -121.1237 40.11483 1 5 H5F Mines 179
## 80 -121.4602 39.82628 1 5 H5F Random 180## H1F H1NF H2F H2NF H3F H3NF H4F H4NF H5F H5NF
## 8 10 8 17 8 8 8 8 7 10## [1] 32## [1] 24## [1] 23## [1] 13