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Priscila Ana Powell

2014-Feb-26 14:23 UTC

[R-es] error en ifelse

Hola gente!! Estoy empezando a trabajar con R, y no puedo resolver lo
siguiente:

Quiero crear una nueva variable (datmatriz) que toma el valor de 1 si:
-la variable sp es igual a L.lucidum
-alguna de las variables pap11, pap06, pap01, pap96 es igual a muerto.

El script que utilicé es :

guaran$datmatriz<-ifelse (guaran$sp=="L.lucidum"|guaran$pap11
="muerto"|guaran$pap06=="muerto"|guaran$pap01=="muerto"|guaran$pap96=="muerto",
1, 0)

Sin embargo, al observar datmatriz, tengo 0, 1 y NA, que no sé que los
genera.

Alguna idea para salvar el inconveniente?

adjunto la matriz

desde ya, muchas gracias!!


saludos !

Priscila
-- 
 Priscila Ana Powell
Instituto de Ecología Regional
Facultad de Ciencias Naturales e Instituto Miguel Lillo
Universidad Nacional de Tucumán
Argentina
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"parc." "sp" "pap91" "pap96"
"pap01" "pap06" "pap11" "x"
"y" "datmatriz"
"1" "c.1" "T.stans" "54" "58"
"59" "59" "muerto" 158 54 NA
"2" "c.1" "T.stans" "57" "59"
"61" "muerto" NA 155 53 NA
"3" "c.1" "P.porphyria" "53"
"78" "106" "119" "133" 156 53 NA
"4" "c.1" "T.stans" "35" "36"
"muerto" NA NA 158 57 NA
"5" "c.1" "T.stans" "34" "35"
"muerto" NA NA 158 60 NA
"6" "c.1" "T.stans" "40"
"muerto" NA NA NA 147 57 NA
"7" "c.1" "T.stans" "nuevo"
"36" "36,5" "37" "muerto" 148 57 NA
"8" "c.1" "T.stans" "49" "52"
"muerto" NA NA 147 53 NA
"9" "c.1" "T.stans" "36" "39"
"39" "muerto" NA 146 52 NA
"10" "c.1" "T.stans" "45" "52"
"muerto" NA NA 140 48 NA
"11" "c.1" "T.stans" "33" "36"
"38" "37" "muerto" 140 54 NA
"12" "c.1" "T.stans" "41" "39"
"39" "40" "muerto" 140 60 NA
"13" "c.1" "T.stans" "40" "42"
"42" "muerto" NA 146 47 NA
"14" "c.1" "T.stans" "40" "40"
"muerto" NA NA 148 49 NA
"15" "c.1" "T.stans" "39" "40"
"muerto" NA NA 149 49 NA
"16" "c.1" "H.popayanensis" "65"
"85" "100" "muerto" NA 150 49 NA
"17" "c.1" "T.stans" "51" "59"
"muerto" NA NA 146 41 NA
"18" "c.1" "T.stans" "39" "41"
"41" "muerto" NA 149 41 NA
"19" "c.1" "T.stans" "35" "40"
"41" "44" "46" 149 43 NA
"20" "c.1" "T.stans" "43" "49"
"56" "52" "53" 151 40 NA
"21" "c.1" "T.stans" "47" "53"
"57" "58" "58" 153 43 NA
"22" "c.1" "T.stans" "36" "41"
"41" "43" "43" 151 47 NA
"23" "c.1" "T.stans" "41" "43"
"muerto" NA NA 155 43 NA
"24" "c.1" "T.stans" "60" "62"
"68" "muerto" NA 156 47 NA
"25" "c.1" "T.stans" "34" "34"
"muerto" NA NA 155 48 NA
"26" "c.1" "T.stans" "46" "46"
"muerto" NA NA 156 50 NA
"27" "c.1" "T.stans" "nuevo"
"37" "38,5" "38" "muerto" 150 50 NA
"28" "c.1" "P.porphyria" "nuevo"
"41" "61" "79" "90" 147 51 NA
"29" "c.1" "P.porphyria" "nuevo"
"33" "41" "48" "50" 149 58 NA
"30" "c.1" "H.popayanensis" "82"
"91" "100" "muerto" NA 152 51 NA
"31" "c.1" "T.stans" "nuevo"
"36" "36" "muerto" NA 159 52 NA
"32" "c.1" "P.porphyria" "nuevo"
"36" "41" "42" "42" 153 44 NA
"33" "c.1" "P.guajaba" "nuevo"
"31,5" "33" "34" "muerto" 144 47 NA
"34" "c.1" "T.stans" "49,34"
"53" "53" "muerto" NA 144 42 NA
"35" "c.1" "L.lucidum" "nuevo"
"39,5" "71" "88" "114" 144 41 NA
"36" "c.1" "T.stans" "47" "53"
"57" "59" "61" 158 40 NA
"37" "c.1" "P.porphyria" NA "nuevo"
"35" "50" "57" 150 60 NA
"38" "c.1" "P.porphyria" NA "nuevo"
"44" "56" "65" 149 58 NA
"39" "c.1" "M.alba" NA "nuevo"
"46" "64" "63" 146 47 NA
"40" "c.1" "C.vernalis" NA "nuevo"
"40" "62" "80" 150 48 NA
"41" "c.1" "M.alba" NA "nuevo"
"39" "53" "59" 152 53 NA
"42" "c.1" "T.stans" NA "nuevo"
"35" "muerto" NA 153 52 NA
"43" "c.1" "P.porphyria" NA "nuevo"
"65" "63" "66" 149 52 NA
"44" "c.1" "T.stans" NA "nuevo"
"47" "muerto" NA 149 52 NA
"45" "c.1" "C.lilloi" NA NA "nuevo"
"54" "53" 159 42 NA
"46" "c.1" "P.porphyria" NA NA "nuevo"
"34" "38" 157 44 NA
"47" "c.1" "R.apetala" NA NA "nuevo"
"32" "34" 157 49 NA
"48" "c.1" "A.edulis" NA NA "nuevo"
"32" "33" 140 54 NA
"49" "c.1" "A.edulis" NA NA NA "nuevo"
"32" 154 53 NA
"50" "c.1" "C.vernalis" NA NA NA "nuevo"
"36" 156 54 NA
"51" "c.1" "C.vernalis" NA NA NA "nuevo"
"33" 156 45 NA
"52" "c.1" "C.vernalis" NA NA NA "nuevo"
"32" 151 40 NA
"53" "b.1." "T.stans" "45"
"50" "50" "48" "48" 154 34 NA
"54" "b.1." "T.stans" "46"
"47" "48" "47" "muerto" 153 32 NA
"55" "b.1." "T.stans" "41"
"45" "muerto" NA NA 153 30 NA
"56" "b.1." "T.stans" "48"
"68" "muerto" NA NA 144 32 NA
"57" "b.1." "T.stans" "44"
"46" "51" "55" "muerto" 142 32 NA
"58" "b.1." "H.popayanensis" "71"
"96" "121" "149" "muerto" 140 32 NA
"59" "b.1." "T.stans" "40"
"42" "46" "46" "49" 143 34 NA
"60" "b.1." "T.stans" "57"
"58" "muerto" NA NA 145 34 NA
"61" "b.1." "T.stans" "40"
"44" "muerto" NA NA 144 39 NA
"62" "b.1." "T.stans" "47"
"47" "muerto" NA NA 146 37 NA
"63" "b.1." "T.stans" "53"
"53" "muerto" NA NA 141 31 NA
"64" "b.1." "T.stans" "40"
"45" "49" "57" "59" 159 25 NA
"65" "b.1." "T.stans" "38"
"40" "43" "40" "muerto" 155 25 NA
"66" "b.1." "C.vernalis" "38"
"54" "69" "77" "85" 153 25 NA
"67" "b.1." "T.stans" "46"
"49" "53" "muerto" NA 159 34 NA
"68" "b.1." "H.popayanensis" "115"
"134" "157" "muerto" NA 157 51 NA
"69" "b.1." "P.americana" "86"
"salteado" "salteado" "90" "muerto" 160
34 NA
"70" "b.1." "T.stans" "nuevo"
"35" "41" "41" "41" 146 29 NA
"71" "b.1." "T.stans" "nuevo"
"32" "37" "38" "muerto" 145 22 NA
"72" "b.1." "T.stans" "39"
"40" "muerto" NA NA 158 21 NA
"73" "b.1." "J.mimosifolia" "44"
"68" "68" "muerto" NA 159 21 NA
"74" "b.1." "C.vernalis" NA "nuevo"
"40" "55" "63" 146 33 NA
"75" "b.1." "P.porphyria" NA "nuevo"
"48" "63" "70" 143 37 NA
"76" "b.1." "P.porphyria" NA "nuevo"
"53" "67" "75" 145 38 NA
"77" "b.1." "P.porphyria" NA "nuevo"
"46" "55" "60" 153 38 NA
"78" "b.1." "T.stans" NA "nuevo"
"33" "34" "muerto" 157 40 NA
"79" "b.1." "A.edulis" NA "nuevo"
"36" "46" "50" 156 35 NA
"80" "b.1." "R.laetevirens" NA NA
"nuevo" "37" "46" 146 20 NA
"81" "b.1." "C.lilloi" NA NA "nuevo"
"35" "58" 154 20 NA
"82" "b.1." "L.lucidum" NA NA "nuevo"
"55" "84" 155 28 NA
"83" "b.1." "C.vernalis" NA NA "nuevo"
"33" "45,5" 160 25 NA
"84" "b.1." "A.edulis" NA NA "nuevo"
"32" "36" 151 39 NA
"85" "b.1." "A.edulis" NA NA "nuevo"
"43" "muerto" 142 39 NA
"86" "b.1." "C.vernalis" NA NA "nuevo"
"40" "47" 145 41 NA
"87" "b.1." "P.porphyria" NA NA "nuevo"
"34" "39" 146 33 NA
"88" "b.1." "P.porphyria" NA NA "nuevo"
"39" "41" 154 32 NA
"89" "b.1." "C.vernalis" NA NA "nuevo"
"38" "56" 144 30 NA
"90" "b.1." "C.vernalis" NA NA NA
"nuevo" "39" 159 20 NA
"91" "b.1." "R.laetevirens" NA NA NA
"nuevo" "46" 157 26 NA
"92" "b.1." "R.laetevirens" NA NA NA
"nuevo" "47" 159 34 NA
"93" "a.1." "H.popayanensis" "83"
"156" "muerto" NA NA 158 8 NA
"94" "a.1." "T.stans" "44"
"46" "48" "52" "muerto" 157 3 NA
"95" "a.1." "T.stans" "37"
"35" "muerto" NA NA 158 2 NA
"96" "a.1." "T.stans" "36"
"42" "42" "44" "muerto" 157 0 NA
"97" "a.1." "J.mimosifolia" "55"
"77" "99" "115" "muerto" 150 5 NA
"98" "a.1." "T.stans" "44"
"45" "55" "muerto" NA 151 6 NA
"99" "a.1." "T.stans" "37"
"43" "48" "47" "muerto" 153 8 NA
"100" "a.1." "T.stans" "49"
"55" "56" "59" "56" 152 10 NA
"101" "a.1." "T.stans" "48"
"48" "49,5" "52" "muerto" 153 11 NA
"102" "a.1." "T.stans" "58"
"65" "68" "71" "81" 147 18 NA
"103" "a.1." "T.stans" "45"
"46" "39" "45" "muerto" 146 19 NA
"104" "a.1." "T.stans" "36"
"45" "49" "muerto" NA 145 0 NA
"105" "a.1." "T.stans" "36"
"38" "muerto" NA NA 145 3 NA
"106" "a.1." "T.triflora" "nuevo"
"33" "43" "48" "52" 148 4 NA
"107" "a.1." "T.stans" "nuevo"
"34" "42" "41" "muerto" 159 9 NA
"108" "a.1." "T.stans" "nuevo"
"43" "49" "55" "58" 140 13 NA
"109" "a.1." "T.stans" "39"
"42" "49" "61" "muerto" 149 6 NA
"110" "a.1." "T.stans" "35"
"35" "muerto" NA NA 148 8 NA
"111" "a.1." "T.stans" NA "nuevo"
"32" "33" "muerto" 144 5 NA
"112" "a.1." "A.edulis" NA "nuevo"
"33" "52" "57" 153 17 NA
"113" "a.1." "T.triflora" "42,12"
"45,07" "49" "53" "55,5" 157 10 NA
"114" "a.1." "L.lucidum" NA "nuevo"
"47" "96" "137" 150 10 NA
"115" "a.1." "P.porphyria" NA NA "nuevo"
"33" "46" 145 0 NA
"116" "a.1." "P.porphyria" NA NA "nuevo"
"40" "41" 147 5 NA
"117" "a.1." "R.apetala" NA NA "nuevo"
"37" "44" 146 0 NA
"118" "a.1." "S.riparium" NA NA "nuevo"
"32" "muerto" 143 0 NA
"119" "a.1." "L.lucidum" NA NA "nuevo"
"66" "98" 157 8 NA
"120" "a.1." "A.edulis" NA NA "nuevo"
"37" "41" 148 11 NA
"121" "a.1." "R.laetevirens" NA NA
"nuevo" "49" "58,5" 145 19 NA
"122" "a.1." "T.stans" NA NA "nuevo"
"32" "muerto" 141 17 NA
"123" "a.1." "J.australis" NA NA "nuevo"
"50" "76" 140 5 NA
"124" "a.1." "U.caracasana" NA NA
"nuevo" "35" "35" 148 6 NA
"125" "a.1." "C.lilloi" NA NA NA "nuevo"
"64" 140 7 NA
"126" "a.1." "C.vernalis" NA NA NA
"nuevo" "32" 153 11 NA
"127" "a.1." "C.lilloi" NA NA NA "nuevo"
"42" 147 5 NA
"128" "a.2." "T.stans" "44"
"48" "muerto" NA NA 140 2 NA
"129" "a.2." "T.stans" "37"
"46" "51" "51" "51" 140 2 NA
"130" "a.2." "T.stans" "44"
"73" "77" "80" "muerto" 133 8 NA
"131" "a.2." "T.stans" "62"
"54" "70" "68" "70" 140 6 NA
"132" "a.2." "P.guajaba" "47"
"62" "75" "80" "85" 139 11 NA
"133" "a.2." "T.stans" "37"
"39" "41,5" "44" "46" 132 14 NA
"134" "a.2." "T.triflora" "nuevo"
"35" "36,5" "38" "muerto" 140 14 NA
"135" "a.2." "T.stans" "54"
"muerto" NA NA NA 130 15 NA
"136" "a.2." "T.stans" "34"
"35" "50" "56" "59" 135 20 NA
"137" "a.2." "T.stans" "43"
"48" "53" "58" "muerto" 133 12 NA
"138" "a.2." "T.stans" "44"
"47" "47" "58" "muerto" 132 6 NA
"139" "a.2." "T.stans" "38"
"38" "39" "muerto" NA 127 18 NA
"140" "a.2." "T.stans" "45"
"49" "muerto" NA NA 126 19 NA
"141" "a.2." "H.popayanensis" "38"
"63" "86" "108" "127" 125 20 NA
"142" "a.2." "T.stans" "37"
"38" "40" "muerto" NA 123 19 NA
"143" "a.2." "T.stans" "56"
"63" "64" "67" "67" 122 18 NA
"144" "a.2." "T.stans" "53"
"53" "53" "muerto" NA 123 12 NA
"145" "a.2." "T.stans" "49"
"50" "52" "muerto" NA 125 8 NA
"146" "a.2." "M.alba" "nuevo"
"56" "84" "87" "97" 133 4 NA
"147" "a.2." "M.alba" "nuevo"
"34" "39" "44" "45" 136 15 NA
"148" "a.2." "M.alba" "37"
"51" "61" "68" "78" 122 6 NA
"149" "a.2." "T.stans" "49"
"53" "54" "57" "60,5" 122 5 NA
"150" "a.2." "T.stans" "39"
"43" "47" "47" "46" 125 0 NA
"151" "a.2." "T.stans" "31,5"
"33" "36" "34" "muerto" 128 12 NA
"152" "a.2." "A.edulis" NA "nuevo"
"36" "45" "53" 122 18 NA
"153" "a.2." "P.porphyria" NA "nuevo"
"35" "49" "51" 124 12 NA
"154" "a.2." "B.caudata" NA "nuevo"
"37" "muerto" NA 126 2 NA
"155" "a.2." "R.laetevirens" NA "nuevo"
"39" "73" "96" 133 7 NA
"156" "a.2." "P.porphyria" NA "nuevo"
"34" "56" "66" 133 17 NA
"157" "a.2." "A.edulis" NA "nuevo"
"34" "muerto" NA 135 20 NA
"158" "a.2." "T.stans" "nuevo"
"45,82" "49" "52" "51" 140 8 NA
"159" "a.2." "U.caracasana" NA NA
"nuevo" "37" "38" 121 1 NA
"160" "a.2." "L.lucidum" NA NA "nuevo"
"35" "72" 150 1 NA
"161" "a.2." "A.edulis" NA "nuevo"
"43,13" "47" "63" 133 10 NA
"162" "a.2." "C.vernalis" NA NA "nuevo"
"35" "41" 136 15 NA
"163" "a.2." "A.edulis" NA NA "nuevo"
"36" "39,5" 132 6 NA
"164" "a.2." "S.riparium" NA NA "nuevo"
"31,5" "34" 131 5 NA
"165" "a.2." "A.edulis" NA NA "nuevo"
"32" "muerto" 122 8 NA
"166" "a.2." "R.apetala" NA NA "nuevo"
"38" "49" 124 17 NA
"167" "a.2." "P.porphyria" NA NA NA
"nuevo" "34" 140 18 NA
"168" "a.2." "P.porphyria" NA NA NA
"nuevo" "35" 120 12 NA
"169" "a.2." "P.porphyria" NA NA NA
"nuevo" "34" 123 17 NA
"170" "a.3." "J.mimosifolia" "66"
"86" "105" "112" "111" 118 4 NA
"171" "a.3." "A.caven" "nuevo"
"38" "41" "muerto" NA 109 6 NA
"172" "a.3." "T.stans" "46"
"49" "51" "muerto" NA 111 8 NA
"173" "a.3." "T.stans" "49"
"53" "muerto" NA NA 110 8 NA
"174" "a.3." "B.caudata" "nc"
"nc" NA NA NA 110 10 NA
"175" "a.3." "J.australis" "39"
"muerto" NA NA NA 110 10 NA
"176" "a.3." "P.porphyria" "33"
"51" "69" "82" "94" 115 12 NA
"177" "a.3." "T.stans" "43"
"51" "53" "52" "muerto" 115 13 NA
"178" "a.3." "T.stans" "37"
"muerto" NA NA NA 102 16 NA
"179" "a.3." "T.stans" "37"
"42" "44" "muerto" NA 115 19 NA
"180" "a.3." "T.stans" "49"
"59" "65" "68" "muerto" 110 12 NA
"181" "a.3." "M.alba" "56"
"58" "79" "91" "92" 109 15 NA
"182" "a.3." "A.caven" "41"
"44" "45" "muerto" NA 109 16 NA
"183" "a.3." "T.stans" "59"
"63" "muerto" NA NA 104 13 NA
"184" "a.3." "T.stans" "55"
"55" "muerto" NA NA 107 8 NA
"185" "a.3." "T.stans" "57"
"69" "muerto" NA NA 103 1 NA
"186" "a.3." "T.stans" "nc"
"nc" NA NA NA 104 1 NA
"187" "a.3." "T.stans" "33"
"37" "43" "47" "muerto" 106 0 NA
"188" "a.3." "T.triflora" "nuevo"
"40" "55" "69" "75" 111 1 NA
"189" "a.3." "H.popayanensis" "nuevo"
"41" "64" "82" "muerto" 115 17 NA
"190" "a.3." "C.vernalis" "nuevo"
"43" "57" "muerto" NA 101 13 NA
"191" "a.3." "T.stans" "nuevo"
"33" "38" "41" "42" 102 0 NA
"192" "a.3." "T.stans" "47"
"63" "63" "63" "65" 105 2 NA
"193" "a.3." "B.caudata" NA "nuevo"
"36" "35" "34" 111 9 NA
"194" "a.3." "R.laetevirens" NA "nuevo"
"41" "76" "110" 105 4 NA
"195" "a.3." "P.guajaba" NA "nuevo"
"38" "47" "56" 101 13 NA
"196" "a.3." "B.caudata" NA NA "nuevo"
"44" "45,5" 120 5 NA
"197" "a.3." "A.edulis" NA NA "nuevo"
"38" "44" 107 7 NA
"198" "a.3." "C.vernalis" NA NA "nuevo"
"39" "45" 100 16 NA
"199" "a.3." "P. tucumanum" NA NA
"nuevo" "33" "33" 100 7 NA
"200" "a.3." "P. tucumanum" NA NA NA
"nuevo" "33" 102 3 NA
"201" "a.3." "A.edulis" NA NA NA "nuevo"
"35" 117 0 NA
"202" "a.3." "A.edulis" NA NA NA "nuevo"
"31,5" 110 0 NA
"203" "a.3." "P. tucumanum" NA NA NA
"nuevo" "34" 100 20 NA
"204" "a.3." "C.vernalis" NA NA NA
"nuevo" "39" 116 18 NA
"205" "a.3." "P. tucumanum" NA NA NA
"nuevo" "33" 118 18 NA
"206" "a.3." "C.vernalis" NA NA NA
"nuevo" "32" 101 13 NA
"207" "b.3." "T.stans" "34"
"39" "muerto" NA NA 110 26 NA
"208" "b.3." "T.stans" "39"
"40" "40" "41" "muerto" 101 28 NA
"209" "b.3." "P.excelsa" "45"
"59" "69" "78" "89" 102 29 NA
"210" "b.3." "T.stans" "35"
"35" "muerto" NA NA 103 27 NA
"211" "b.3." "B.caudata" "33"
"37" "40" "muerto" NA 105 26 NA
"212" "b.3." "T.stans" "36"
"41" "49" "55" "61" 105 28 NA
"213" "b.3." "T.stans" "38"
"37" "muerto" NA NA 106 28 NA
"214" "b.3." "P.excelsa" "58"
"78" "92" "111" "128" 106 32 NA
"215" "b.3." "T.stans" "59"
"67" "74" "79" "82" 108 32 NA
"216" "b.3." "T.stans" "33"
"33" "muerto" NA NA 100 32 NA
"217" "b.3." "T.stans" "34"
"muerto" NA NA NA 101 30 NA
"218" "b.3." "T.stans" "47"
"55" "56" "57" "muerto" 104 36 NA
"219" "b.3." "T.stans" "38"
"40" "42" "41" "muerto" 103 35 NA
"220" "b.3." "T.stans" "37"
"39" "42" "42" "muerto" 112 30 NA
"221" "b.3." "T.stans" "60"
"66" "72" "73" "86" 112 28 NA
"222" "b.3." "A.edulis" "nuevo"
"39" "51" "58" "65" 109 32 NA
"223" "b.3." "R.laetevirens" "nuevo"
"34" "51" "75" "76" 120 29 NA
"224" "b.3." "T.stans" "nuevo"
"32" "muerto" NA NA 125 39 NA
"225" "b.3." "T.stans" "51"
"53" "muerto" "50" "52" 115 30 NA
"226" "b.3." "T.stans" "47"
"49" "50" "50" "49" 117 30 NA
"227" "b.3." "T.stans" "41"
"43" "44" "45" "muerto" 115 27 NA
"228" "b.3." "H.popayanensis" "125"
"146" "172" "197" "muerto" 117 26 NA
"229" "b.3." "T.stans" "nuevo"
"32" "muerto" NA NA 112 26 NA
"230" "b.3." "T.stans" "33"
"62" "muerto" NA NA 107 34 NA
"231" "b.3." "T.stans" "51"
"53" "58,5" "57" "muerto" 111 21 NA
"232" "b.3." "T.stans" "38"
"39" "muerto" NA NA 110 21 NA
"233" "b.3." "T.stans" "41"
"50" "57" "54" "muerto" 111 23 NA
"234" "b.3." "C.vernalis" NA "nuevo"
"32" "45" "54" 120 31 NA
"235" "b.3." "M.alba" NA "nuevo"
"55" "73" "86" 105 33 NA
"236" "b.3." "J.australis" NA "nuevo"
"32" "44" "56" 100 29 NA
"237" "b.3." "P.porphyria" NA "nuevo"
"44" "54" "64" 102 28 NA
"238" "b.3." "B.caudata" NA "nuevo"
"32" "43" "44" 110 26 NA
"239" "b.3." "T.stans" "33"
"muerto" NA NA NA 112 21 NA
"240" "b.3." "P. tucumanum" NA NA NA
"nuevo" "34,5" 111 21 NA
"241" "b.3." "A.edulis" NA NA NA "nuevo"
"36" 120 28 NA
"242" "b.3." "P.porphyria" NA NA NA
"nuevo" "36" 120 20 NA
"243" "b.2" "T.stans" "43"
"46" "49" "muerto" NA 125 21 NA
"244" "b.2" "T.stans" "50"
"56" "60" "muerto" NA 127 23 NA
"245" "b.2" "T.stans" "42"
"43" "muerto" NA NA 128 25 NA
"246" "b.2" "M.alba" "43" "72"
"89" "92" "97" 132 27 NA
"247" "b.2" "T.stans" "52"
"58" "66" "muerto" NA 136 20 NA
"248" "b.2" "T.stans" "46"
"48" "muerto" NA NA 138 33 NA
"249" "b.2" "T.stans" "37"
"38" "38" "muerto" NA 138 31 NA
"250" "b.2" "E.japonica" "nuevo"
"38" "41" "42" "43,5" 132 31 NA
"251" "b.2" "H.popayanensis" "111"
"127" "150" "168" "muerto" 130 33 NA
"252" "b.2" "T.stans" "41"
"45" "47" "47" "47" 140 35 NA
"253" "b.2" "J.mimosifolia" "43"
"51" "55" "57" "muerto" 130 38 NA
"254" "b.2" "T.triflora" "32"
"42" "54" "61" "69,5" 127 28 NA
"255" "b.2" "J.mimosifolia" "nuevo"
"45" "56" "muerto" NA 138 36 NA
"256" "b.2" "T.stans" "39"
"50" "55" "59" "62,5" 124 26 NA
"257" "b.2" "P.guajaba" NA "nuevo"
"32" "muerto" NA 128 29 NA
"258" "b.2" "P.porphyria" NA NA "nuevo"
"33" "48" 125 39 NA
"259" "b.2" "A.edulis" NA NA "nuevo"
"34" "36" 136 36 NA
"260" "b.2" "A.edulis" NA NA NA "nuevo"
"36" 133 37 NA
"261" "b.2" "C.vernalis" NA NA "nuevo"
"39" "51" 137 36 NA
"262" "b.2" "R.laetevirens" NA NA
"nuevo" "36" "44" 139 21 NA
"263" "b.2" "L.lucidum" NA NA "nuevo"
"60" "96" 127 24 NA
"264" "b.2" "T.stans" "47,02"
"50,68" "53,86" "56,26" "59" 120 40 NA
"265" "b.2" "M.alba" NA NA NA "nuevo"
"37" 130 30 NA
"266" "b.2" "H.popayanensis" "89"
"107" "121" "129" "muerto" 124 40 NA
"267" "c.2." "T.stans" "34"
"36" "muerto" NA NA 127 48 NA
"268" "c.2." "H.popayanensis" "106"
"122" "137" "muerto" NA 128 49 NA
"269" "c.2." "T.stans" "33"
"muerto" NA NA NA 128 43 NA
"270" "c.2." "T.stans" "41"
"50" "52" "muerto" NA 132 48 NA
"271" "c.2." "H.popayanensis" "78"
"93,5" "103" "109" "muerto" 131 50 NA
"272" "c.2." "P.excelsa" "34"
"44" "48" "muerto" NA 134 40 NA
"273" "c.2." "T.stans" "38"
"42" "43" "43" "43" 135 41 NA
"274" "c.2." "T.stans" "41"
"45" "45" "muerto" NA 139 44 NA
"275" "c.2." "T.stans" "45"
"muerto" NA NA NA 139 43 NA
"276" "c.2." "T.stans" "37"
"44" "44" "muerto" NA 139 46 NA
"277" "c.2." "T.stans" "39"
"43" "43" "muerto" NA 140 48 NA
"278" "c.2." "P.excelsa" "36"
"52" "60" "71" "80" 149 40 NA
"279" "c.2." "T.tipu" "55"
"84" "105" "131" "148" 138 58 NA
"280" "c.2." "T.stans" "41"
"43" "45" "45" "46,5" 138 60 NA
"281" "c.2." "T.stans" "43"
"47" "48" "48" "muerto" 134 59 NA
"282" "c.2." "T.stans" "40"
"54" "56" "58" "56" 133 58 NA
"283" "c.2." "C.lilloi" "46"
"47" "65" "90" "122" 132 56 NA
"284" "c.2." "T.stans" "36"
"38" "38" "muerto" NA 132 60 NA
"285" "c.2." "T.stans" "47"
"57" "55" "54" "muerto" 138 48 NA
"286" "c.2." "T.stans" "41"
"43" "43" "44" "muerto" 128 60 NA
"287" "c.2." "T.stans" "39"
"42" "44" "50" "54" 125 60 NA
"288" "c.2." "H.popayanensis" "93"
"110" "126" "132" "muerto" 127 54 NA
"289" "c.2." "T.stans" "34"
"35" "muerto" NA NA 125 53 NA
"290" "c.2." "C.vernalis" "nuevo"
"38" "56" "72" "79" 136 40 NA
"291" "c.2." "P.porphyria" "nuevo"
"38" "66" "91" "101" 140 46 NA
"292" "c.2." "T.stans" "38"
"38" "muerto" NA NA 126 52 NA
"293" "c.2." "T.stans" " nuevo"
"46" "45" "46" "49" 138 48 NA
"294" "c.2." "P.porphyria" NA "nuevo"
"34" "51" "62" 130 57 NA
"295" "c.2." "C.vernalis" NA "nuevo"
"40" "50" "56" 129 53 NA
"296" "c.2." "P.porphyria" NA NA "nuevo"
"36" "44" 139 47 NA
"297" "c.2." "C.vernalis" NA NA "nuevo"
"36" "50" 129 49 NA
"298" "c.2." "A.edulis" NA NA "nuevo"
"37" "muerto" 137 51 NA
"299" "c.2." "P.porphyria" NA NA "nuevo"
"34" "41" 138 52 NA
"300" "c.2." "T.stans" NA NA "nuevo"
"39" "47,5" 150 60 NA
"301" "c.2." "P.porphyria" NA NA "nuevo"
"41" "47" 148 60 NA
"302" "c.2." "P.porphyria" NA NA "nuevo"
"44" "56" 123 60 NA
"303" "c.2." "P.porphyria" NA NA "nuevo"
"35" "38" 121 60 NA
"304" "c.2." "P.porphyria" NA NA "nuevo"
"51" "51" 121 60 NA
"305" "c.2." "P.porphyria" NA NA NA
"nuevo" "31,5" 123 60 NA
"306" "c.2." "T.stans" "44,02"
"47,68" "50,86" "53,26" "56" 130 26 NA
"307" "c.2." "L.lucidum" NA NA NA
"nuevo" "33" 124 54 NA
"308" "c.2." "P.porphyria" NA NA NA
"nuevo" "34" 134 59 NA
"309" "c.3." "T.stans" "45"
"45" "muerto" NA NA 118 55 NA
"310" "c.3." "T.stans" "39"
"38" "muerto" NA NA 118 54 NA
"311" "c.3." "T.stans" "57"
"62" "65" "68" "73" 117 53 NA
"312" "c.3." "H.popayanensis" "32"
"49" "muerto" NA NA 115 55 NA
"313" "c.3." "T.stans" "42"
"44" "45" "muerto" NA 115 57 NA
"314" "c.3." "T.stans" "38"
"44" "muerto" NA NA 111 58 NA
"315" "c.3." "T.stans" "52"
"55" "57" "60" "60" 112 52 NA
"316" "c.3." "T.stans" "44"
"42" "50" "52" "55" 115 47 NA
"317" "c.3." "T.stans" "nuevo"
"34" "34" "muerto" NA 119 48 NA
"318" "c.3." "T.stans" "41"
"40" "muerto" NA NA 120 51 NA
"319" "c.3." "H.popayanensis" "87"
"114" "138" "156" "muerto" 119 41 NA
"320" "c.3." "T.stans" "33"
"34" "35" "muerto" NA 115 41 NA
"321" "c.3." "T.stans" "52"
"59" "66" "67" "muerto" 112 57 NA
"322" "c.3." "T.stans" "63"
"70" "73" "79" "muerto" 110 49 NA
"323" "c.3." "T.stans" "56"
"61" "66" "71" "76,5" 103 42 NA
"324" "c.3." "T.stans" "51"
"56" "56" "muerto" NA 103 58 NA
"325" "c.3." "S.riparium" "nuevo"
"37" "38" "41" "muerto" 105 45 NA
"326" "c.3." "T.stans" "38"
"39" "muerto" NA NA 106 58 NA
"327" "c.3." "T.triflora" "nuevo"
"39" "46" "54" "62" 118 50 NA
"328" "c.3." "T.stans" "36"
"muerto" NA NA NA 106 57 NA
"329" "c.3." "T.stans" "nuevo"
"33" "muerto" NA NA 114 54 NA
"330" "c.3." "H.popayanensis" "91,19"
"107" "140" "muerto" NA 114 53 NA
"331" "c.3." "T.stans" "nuevo"
"51" "52" "52" "muerto" 114 52 NA
"332" "c.3." "T.stans" "nuevo"
"43" "47" "47" "muerto" 113 54 NA
"333" "c.3." "T.stans" "42"
"45" "muerto" NA NA 107 60 NA
"334" "c.3." "C.vernalis" NA "nuevo"
"56" "58" "59,5" 102 54 NA
"335" "c.3." "C.vernalis" NA "nuevo"
"34" "47" "56" 117 56 NA
"336" "c.3." "T.triflora" NA "nuevo"
"32" "38" "muerto" 119 55 NA
"337" "c.3." "A.edulis" NA NA "nuevo"
"42" "50" 107 56 NA
"338" "c.3." "C.lilloi" NA NA "nuevo"
"57" "93" 108 55 NA
"339" "c.3." "A.edulis" NA NA "nuevo"
"41" "46" 112 57 NA
"340" "c.3." "P.porphyria" NA NA "nuevo"
"44" "65,5" 113 51 NA
"341" "c.3." "T.stans" NA "nuevo"
"41,6" "44" "no se encontro" 105 36 NA
"342" "c.3." "T.stans" NA NA "nuevo"
"38" "38,5" 101 59 NA
"343" "c.3." "A.edulis" NA NA NA "nuevo"
"32" 103 42 NA
"344" "c.3." "A.edulis" NA NA NA "nuevo"
"32" 112 52 NA
"345" "c.3." "P. tucumanum" NA NA NA
"nuevo" "37" 117 41 NA
"346" "c.3." "P. tucumanum" NA NA NA
"nuevo" "34" 118 41 NA
"347" "c.3." "C.vernalis" NA NA NA
"nuevo" "34" 116 52 NA
"348" "c.3." "A.edulis" NA NA NA "nuevo"
"38" 119 57 NA
"349" "c.3." "A.edulis" NA NA NA "nuevo"
"32,5" 101 55 NA
"350" "c.4." "T.stans" "45"
"50" "muerto" NA NA 90 58 NA
"351" "c.4." "T.stans" "51"
"57" "59" "60" "63" 95 58 NA
"352" "c.4." "T.stans" "37"
"39" "41" "muerto" NA 93 56 NA
"353" "c.4." "T.tipu" "68"
"94" "129" "145" "166" 94 51 NA
"354" "c.4." "T.stans" "nc"
"nc" NA NA NA 92 52 NA
"355" "c.4." "T.stans" "34"
"40" "40" "41" "muerto" 90 51 NA
"356" "c.4." "T.stans" "48"
"51" "54" "56" "muerto" 89 51 NA
"357" "c.4." "T.stans" "44"
"44" "muerto" NA NA 90 55 NA
"358" "c.4." "T.stans" "32"
"33" "muerto" NA NA 87 54 NA
"359" "c.4." "T.stans" "51"
"51" "50" "50" "muerto" 85 55 NA
"360" "c.4." "T.stans" "46"
"47" "58" "63" "66" 90 59 NA
"361" "c.4." "A.caven" "48"
"56" "57" "58" "muerto" 83 57 NA
"362" "c.4." "T.stans" "40"
"49" "56" "59" "60" 85 51 NA
"363" "c.4." "T.stans" "43"
"48" "52" "61" "62" 83 44 NA
"364" "c.4." "H.popayanensis" "105"
"130" "145" "163" "168" 84 41 NA
"365" "c.4." "T.stans" "40"
"45" "45" "muerto" NA 80 40 NA
"366" "c.4." "T.stans" "34"
"34" "muerto" NA NA 87 41 NA
"367" "c.4." "T.stans" "37"
"40" "43" "43" "muerto" 87 46 NA
"368" "c.4." "T.stans" "51"
"55,5" "60" "57" "muerto" 88 47 NA
"369" "c.4." "T.stans" "46"
"52" "54" "56" "56" 90 43 NA
"370" "c.4." "T.stans" "43"
"42" "muerto" NA NA 92 45 NA
"371" "c.4." "M.alba" "32"
"63" "89" "115" "125" 96 48 NA
"372" "c.4." "T.stans" "47"
"47" "muerto" NA NA 95 43 NA
"373" "c.4." "T.stans" "32"
"37" "38" "36" "muerto" 90 40 NA
"374" "c.4." "P.porphyria" NA "nuevo"
"40" "54" "67" 89 44 NA
"375" "c.4." "T.stans" NA "nuevo"
"38" "36" "muerto" 84 41 NA
"376" "c.4." "L.lucidum" NA "nuevo"
"38" "72" "96" 82 59 NA
"377" "c.4." "P.porphyria" NA "nuevo"
"42" "64" "81" 93 55 NA
"378" "c.4." "C.marginatum" NA "nuevo"
"32" "40" "46" 83 44 NA
"379" "c.4." "P. tucumanum" NA NA
"nuevo" "31,5" "39" 98 57 NA
"380" "c.4." "P.porphyria" NA NA "nuevo"
"34" "43" 97 60 NA
"381" "c.4." "C.lilloi" NA NA NA "nuevo"
"42" 92 42 NA
"382" "c.4." "P.porphyria" NA NA NA
"nuevo" "32" 80 50 NA
"383" "c.4." "A.edulis" NA NA NA "nuevo"
"33" 97 44 NA
"384" "b.4" "T.stans" "74"
"83" "87" "91" "muerto" 95 39 NA
"385" "b.4" "T.stans" "37"
"39" "42" "51" "muerto" 90 39 NA
"386" "b.4" "T.stans" "44"
"51" "52" "52" "muerto" 94 35 NA
"387" "b.4" "T.stans" "35"
"35" "muerto" NA NA 88 35 NA
"388" "b.4" "T.stans" "54"
"56" "muerto" NA NA 87 37 NA
"389" "b.4" "T.stans" "46"
"53" "53,5" "54" "54" 87 39 NA
"390" "b.4" "T.stans" "33"
"muerto" NA NA NA 84 38 NA
"391" "b.4" "T.stans" "33"
"38" "40" "40" "muerto" 83 35 NA
"392" "b.4" "T.stans" "nc"
"nc" NA NA NA 82 35 NA
"393" "b.4" "R.laetevirens" "63"
"96" "130" "149" "170" 84 28 NA
"394" "b.4" "T.stans" "41"
"47" "48" "48" "muerto" 83 28 NA
"395" "b.4" "T.stans" "35"
"37" "38" "muerto" NA 83 24 NA
"396" "b.4" "T.stans" "44"
"50" "53" "53" "muerto" 82 20 NA
"397" "b.4" "T.stans" "45"
"55" "58" "59" "muerto" 87 24 NA
"398" "b.4" "T.stans" "41"
"47" "52" "muerto" NA 90 20 NA
"399" "b.4" "T.stans" "40"
"40" "muerto" NA NA 94 24 NA
"400" "b.4" "T.stans" "41"
"muerto" NA NA NA 97 21 NA
"401" "b.4" "H.popayanensis" "147"
"147" "muerto" NA NA 100 20 NA
"402" "b.4" "T.stans" "42"
"43" "muerto" NA NA 96 23 NA
"403" "b.4" "T.stans" "40"
"41" "muerto" NA NA 96 30 NA
"404" "b.4" "T.stans" "56"
"62" "65" "65" "67" 93 29 NA
"405" "b.4" "T.stans" "38"
"46" "57" "50" "54" 96 32 NA
"406" "b.4" "T.stans" "41"
"41" "41" "40" "muerto" 99 34 NA
"407" "b.4" "T.stans" "34"
"40" "46" "50" "52" 99 33 NA
"408" "b.4" "C.vernalis" "nuevo"
"36" "43" "61" "72" 96 39 NA
"409" "b.4" "B.caudata" "nuevo"
"33" "36" "38" "muerto" 100 31 NA
"410" "b.4" "T.stans" "53,34"
"57" "63" "68" "muerto" 91 29 NA
"411" "b.4" "M.alba" "nuevo"
"46" "53" "53" "56" 93 28 NA
"412" "b.4" "T.stans" "43,34"
"47" "53" "53" "muerto" 90 28 NA
"413" "b4" "P.excelsa" "nuevo"
"37" "55" "69" "83" 87 20 NA
"414" "b.4" "C.vernalis" NA "nuevo"
"38" "46" "55" 81 21 NA
"415" "b.4" "P.porphyria" NA "nuevo"
"44" "63" "76" 80 22 NA
"416" "b.4" "A.edulis" NA "nuevo"
"36" "42" "46" 82 24 NA
"417" "b.4" "T.stans" NA "nuevo"
"33" "33" "muerto" 84 24 NA
"418" "b.4" "A.edulis" NA "nuevo"
"36" "40" "45" 93 30 NA
"419" "b.4" "C.vernalis" NA "nuevo"
"32" "43" "48" 96 33 NA
"420" "b.4" "P.porphyria" NA "nuevo"
"47" "74" "80" 93 29 NA
"421" "b.4" "A.edulis" NA "nuevo"
"32" "33" "36" 90 20 NA
"422" "b.4" "P.porphyria" NA NA "nuevo"
"38" "47" 82 39 NA
"423" "b.4" "J.australis" NA NA "nuevo"
"36" "45" 98 38 NA
"424" "b.4" "J.australis" NA NA "nuevo"
"44" "55,5" 82 22 NA
"425" "b.4" "L.lucidum" NA NA "nuevo"
"64" "94" 85 29 NA
"426" "b.4" "C.vernalis" NA NA "nuevo"
"31,5" "33" 80 28 NA
"427" "b.4" "C.lilloi" NA NA NA "nuevo"
"38" 84 34 NA
"428" "b.4" "C.lilloi" NA NA NA "nuevo"
"44" 87 32 NA
"429" "a.4." "T.stans" "nuevo"
"34" "muerto" NA NA 81 17 NA
"430" "a.4." "T.stans" "34"
"35" "40" "43" "muerto" 80 20 NA
"431" "a.4." "T.stans" "54"
"58" "60" "60" "muerto" 82 18 NA
"432" "a.4." "T.stans" "45"
"48" "55" "62" "61" 89 17 NA
"433" "a.4." "T.stans" "46"
"46" "muerto" NA NA 97 14 NA
"434" "a.4." "T.stans" "35"
"35" "35" "35" "muerto" 80 18 NA
"435" "a.4." "T.stans" "48"
"54" "60" "64" "69" 100 13 NA
"436" "a.4." "T.stans" "49"
"51" "muerto" NA NA 96 11 NA
"437" "a.4." "T.stans" "39"
"39" "40" "43" "muerto" 95 11 NA
"438" "a.4." "T.stans" "56"
"55" "60" "69" "71" 99 7 NA
"439" "a.4." "T.stans" "44"
"46" "46" "46" "muerto" 99 2 NA
"440" "a.4." "T.stans" "54"
"55" "muerto" NA NA 96 1 NA
"441" "a.4." "T.stans" "36"
"36" "36" "muerto " NA 9 2 NA
"442" "a.4." "T.stans" "69"
"74" "79" "86" "92" 93 8 NA
"443" "a.4." "T.stans" "48"
"51" "52" "muerto" NA 93 10 NA
"444" "a.4." "T.stans" "32"
"32" "muerto" NA NA 94 11 NA
"445" "a.4." "T.stans" "52"
"58" "64" "72" "74" 94 11 NA
"446" "a.4." "T.stans" "33"
"muerto" NA NA NA 82 10 NA
"447" "a.4." "T.stans" "42"
"46" "51" "55" "54" 84 11 NA
"448" "a.4." "T.stans" "36"
"muerto" NA NA NA 85 7 NA
"449" "a.4." "T.stans" "39"
"39" "muerto" NA NA 90 7 NA
"450" "a.4." "T.stans" "46"
"49" "55" "51" "muerto" 82 4 NA
"451" "a.4." "T.stans" "61"
"61" "68" "muerto" NA 81 1 NA
"452" "a.4." "T.stans" "51"
"54" "54" "53" "muerto" 8 5 NA
"453" "a.4." "T.stans" "nuevo"
"35" "40" "muerto" NA 82 20 NA
"454" "a.4." "T.stans" "51,34"
"55" "muerto" NA NA 96 11 NA
"455" "a.4." "T.stans" "62,34"
"66" "muerto" NA NA 90 9 NA
"456" "a.4." "T.stans" "55,34"
"59" "61" "60" "muerto" 99 8 NA
"457" "a.4." "R.laetevirens" "nuevo"
"31,5" "59" "93" "118" 100 6 NA
"458" "a.4." "T.stans" "43,34"
"47" "muerto" NA NA 86 4 NA
"459" "a.4." "T.stans" "nuevo"
"33" "33" "muerto" NA 83 3 NA
"460" "a.4." "T.stans" "34"
"35,5" "37" "40" "42" 81 14 NA
"461" "a.4." "C.vernalis" NA "nuevo"
"36" "37" "37,5" 93 1 NA
"462" "a.4." "P.porphyria" NA "nuevo"
"35" "48" "55" 92 8 NA
"463" "a.4." "H.popayanensis" NA "nuevo"
"56" "78" "100" 87 16 NA
"464" "a.4." "P.porphyria" NA "nuevo"
"40" "61" "72" 82 18 NA
"465" "a.4." "H.popayanensis" NA "nuevo"
"36" "56" "70" 87 15 NA
"466" "a.4." "S.riparium" NA "nuevo"
"54" "80" "99" 96 13 NA
"467" "a.4." "P.porphyria" NA "nuevo"
"41" "58" "71" 98 19 NA
"468" "a.4." "P.porphyria" NA "nuevo"
"32" "47" "59" 100 15 NA
"469" "a.4." "H.popayanensis" NA "nuevo"
"55,5" "55" "70" 100 20 NA
"470" "a.4." "S.riparium" NA NA "nuevo"
"45" "52" 89 20 NA
"471" "a.4." "J.australis" NA NA "nuevo"
"33" "48,5" 96 1 NA
"472" "a.4." "T.stans" NA NA "nuevo"
"36" "40" 93 8 NA
"473" "a.4." "B.caudata" NA NA "nuevo"
"37" "muerto" 86 4 NA
"474" "a.4." "J.australis" NA NA "nuevo"
"38" "50" 84 0 NA
"475" "a.4." "B.caudata" NA NA "nuevo"
"33" "muerto" 85 10 NA
"476" "a.4." "M.alba" NA NA NA "nuevo"
"32" 90 15 NA
"477" "c.5" "T.stans" "41"
"41" "muerto" NA NA 77 44 NA
"478" "c.5" "T.stans" "36"
"40" "43" "45" "44" 75 46 NA
"479" "c.5" "T.stans" "44"
"47" "49" "51" "muerto" 74 45 NA
"480" "c.5" "A.caven" "49"
"53" "57" "55" "muerto" 74 47 NA
"481" "c.5" "T.stans" "33"
"34" "36" "muerto" NA 75 50 NA
"482" "c.5" "T.stans" "41"
"48" "52" "muerto" NA 72 53 NA
"483" "c.5" "T.stans" "41"
"46" "48" "47" "muerto" 72 49 NA
"484" "c.5" "T.stans" "42"
"46" "50" "53" "muerto" 71 48 NA
"485" "c.5" "T.stans" "44"
"50" "54,5" "55" "muerto" 72 59 NA
"486" "c.5" "T.stans" "39"
"40" "41" "muerto" NA 73 58 NA
"487" "c.5" "T.stans" "32"
"33" "33" "muerto" NA 74 58 NA
"488" "c.5" "T.stans" "36"
"37" "37" "muerto" NA 75 59 NA
"489" "c.5" "T.stans" "37"
"37" "muerto" NA NA 79 59 NA
"490" "c.5" "T.stans" "33"
"37" "40" "muerto" NA 70 58 NA
"491" "c.5" "B.caudata" "39"
"46" "49" "muerto" NA 69 57 NA
"492" "c.5" "T.stans" "nuevo"
"32" "44" "47" "50" 68 59 NA
"493" "c.5" "T.stans" "34"
"42" "48" "51" "51" 67 57 NA
"494" "c.5" "T.stans" "nuevo"
"41" "muerto" NA NA 67 54 NA
"495" "c.5" "T.stans" "35"
"39" "38" "muerto" NA 64 46 NA
"496" "c.5" "P.excelsa" "38"
"53" "69" "81" "91" 63 43 NA
"497" "c.5" "T.stans" "33"
"33" "muerto" NA NA 61 44 NA
"498" "c.5" "T.stans" "32"
"32" "muerto" NA NA 65 40 NA
"499" "c.5" "J.mimosifolia" "47"
"73" "92" "muerto" NA 61 59 NA
"500" "c.5" "P.porphyria" "33"
"34" "46" "37" "44" 71 40 NA
"501" "c.5" "T.stans" "35"
"37" "muerto" NA NA 69 45 NA
"502" "c.5" "T.stans" "48"
"50" "muerto" NA NA 70 45 NA
"503" "c.5" "H.popayanensis" "99"
"121" "145" "162" "169" 71 43 NA
"504" "c.5" "J.mimosifolia" "47"
"64" "85" "89" "muerto" 66 43 NA
"505" "c.5" "T.stans" "nuevo"
"41" "45" "46" "muerto" 67 53 NA
"506" "c.5" "T.stans" NA "nuevo"
"33" "muerto" NA 72 59 NA
"507" "c.5" "J.australis" NA "nuevo"
"57" "81" "104" 65 60 NA
"508" "c.5" "A.edulis" NA NA "nuevo"
"31,5" "33" 60 43 NA
"509" "c.5" "M.alba" NA NA "nuevo"
"47" "56" 71 43 NA
"510" "c.5" "A.edulis" NA NA "nuevo"
"31,5" "35" 75 46 NA
"511" "c.5" "C.lilloi" NA NA "nuevo"
"44" "72,5" 62 58 NA
"512" "c.5" "C.vernalis" NA NA "nuevo"
"40" "43" 72 49 NA
"513" "c.5" "J.australis" NA NA "nuevo"
"47" "69" 70 49 NA
"514" "c.5" "L.lucidum" NA NA NA "nuevo"
"34" 69 43 NA
"515" "c.5" "C.lilloi" NA NA NA "nuevo"
"39" 62 59 NA
"516" "c.5" "C.lilloi" NA NA NA "nuevo"
"33,5" 62 58 NA
"517" "c.5" "P. tucumanum" NA NA NA
"nuevo" "31,5" 68 34 NA
"518" "c.5" "P.porphyria" NA NA NA
"nuevo" "35" 72 58 NA
"519" "b.5." "T.stans" "nc"
"nc" "nc" NA NA 77 38 NA
"520" "b.5." "J.mimosifolia" "35"
"51" "55" "55" "muerto" 76 39 NA
"521" "b.5." "T.stans" "51"
"54" "55" "55" "muerto" 76 38 NA
"522" "b.5." "T.stans" "51"
"56" "56" "56" "muerto" 76 37 NA
"523" "b.5." "T.stans" "32"
"muerto" NA NA NA 76 35 NA
"524" "b.5." "T.stans" "41"
"41" "42" "muerto" NA 25 34 NA
"525" "b.5." "T.stans" "34"
"36" "37" "muerto" NA 72 29 NA
"526" "b.5." "T.stans" "32"
"34" "36" "muerto" NA 70 31 NA
"527" "b.5." "T.stans" "47"
"54" "56" "57" "57" 68 38 NA
"528" "b.5." "H.popayanensis" "71"
"89" "105" "118" "126" 62 32 NA
"529" "b.5." "T.stans" "41"
"47" "49" "50" "52,5" 62 31 NA
"530" "b.5." "T.stans" "44"
"45" "45" "44" "muerto" 68 31 NA
"531" "b.5." "T.stans" "32"
"35" "muerto" NA NA 69 30 NA
"532" "b.5." "T.stans" "33"
"33" "muerto" NA NA 68 27 NA
"533" "b.5." "T.stans" "40"
"42" "muerto" NA NA 64 26 NA
"534" "b.5." "T.stans" "46"
"muerto" NA NA NA 61 24 NA
"535" "b.5." "P.guajaba" "39"
"muerto" NA NA NA 60 24 NA
"536" "b.5." "T.stans" "44"
"46" "muerto" NA NA 63 21 NA
"537" "b.5." "T.stans" "35"
"38" "39" "muerto" NA 66 24 NA
"538" "b.5." "T.stans" "34"
"35" "muerto" NA NA 70 26 NA
"539" "b.5." "T.stans" "36"
"38" "41" "40" "muerto" 70 25 NA
"540" "b.5." "T.stans" "33"
"37" "40" "40" "muerto" 70 23 NA
"541" "b.5." "T.stans" "38"
"42" "47" "43" "muerto" 76 24 NA
"542" "b.5." "T.stans" "40"
"45" "47" "48" "49" 74 24 NA
"543" "b.5." "H.popayanensis" "105"
"122" "136" "150" "muerto" 79 28 NA
"544" "b.5." "B.caudata" "37"
"muerto" NA NA NA 78 28 NA
"545" "b.5." "J.mimosifolia" "42"
"50" "58" "63" "70" 79 31 NA
"546" "b.5." "T.stans" "nuevo"
"35" "36" "36" "muerto" 69 30 NA
"547" "b.5." "P.guajaba" "nuevo"
"33" "36" "38" "muerto" 70 22 NA
"548" "b.5." "T.stans" "nuevo"
"33" "34" "muerto" NA 78 22 NA
"549" "b.5." "C.vernalis" "nuevo"
"39" "51" "54" "56" 77 38 NA
"550" "b.5." "L.lucidum" NA "nuevo"
"55" "100" "127" 65 24 NA
"551" "b.5." "P.porphyria" NA "nuevo"
"39" "43" "49,5" 74 24 NA
"552" "b.5." "M.alba" NA "nuevo"
"34" "39" "43" 80 36 NA
"553" "b.5." "P.porphyria" NA "nuevo"
"32" "42" "52" 76 35 NA
"554" "b.5." "T.stans" NA "nuevo"
"32" "35" "muerto" 66 21 NA
"555" "b.5." "T.stans" NA "nuevo"
"38" "muerto" NA 66 20 NA
"556" "b.5." "P.porphyria" NA "nuevo"
"33" "37" "42" 66 20 NA
"557" "b.5." "L.lucidum" NA "nuevo"
"62" "93" "141" 63 26 NA
"558" "b.5." "M.alba" NA "nuevo"
"46" "68" "81" 72 29 NA
"559" "b.5." "T.stans" NA "nuevo"
"35" "muerto" NA 70 28 NA
"560" "b.5." "M.alba" NA NA "nuevo"
"33" "35" 74 20 NA
"561" "b.5." "J.australis" NA NA "nuevo"
"34" "46" 75 21 NA
"562" "b.5." "U.caracasana" NA NA
"nuevo" "31,5" "33" 76 40 NA
"563" "b.5." "P.porphyria" NA NA "nuevo"
"33" "43" 63 35 NA
"564" "b.5." "L.lucidum" NA NA NA
"nuevo" "34" 64 24 NA
"565" "b.5." "C.vernalis" NA NA NA
"nuevo" "36" 78 40 NA
"566" "a.5." "T.stans" "34"
"35" "muerto" NA NA 77 19 NA
"567" "a.5." "T.stans" "36"
"33" "muerto" NA NA 78 20 NA
"568" "a.5." "T.stans" "35"
"34" "muerto" NA NA 79 17 NA
"569" "a.5." "T.stans" "44"
"46" "41" "muerto" NA 78 13 NA
"570" "a.5." "T.stans" "54"
"55" "54" "55" "muerto" 79 10 NA
"571" "a.5." "T.stans" "37"
"40" "44" "46" "46" 75 33 NA
"572" "a.5." "T.stans" "38"
"43" "50" "51" "51" 74 12 NA
"573" "a.5." "T.stans" "40"
"43" "46" "47" "48" 63 15 NA
"574" "a.5." "T.stans" "nuevo"
"32" "33" "muerto" NA 74 19 NA
"575" "a.5." "T.stans" "54"
"54" "57" "55" "56" 71 18 NA
"576" "a.5." "T.stans" "40"
"40" "muerto" NA NA 70 17 NA
"577" "a.5." "T.stans" "34"
"37" "38,5" "42" "44" 75 15 NA
"578" "a.5." "C.lilloi" "60"
"84" "110" "134" "165" 75 13 NA
"579" "a.5." "T.stans" "41"
"41" "41" "muerto" NA 74 13 NA
"580" "a.5." "T.stans" "47"
"56" "59" "63" "66" 66 17 NA
"581" "a.5." "T.stans" "34"
"37" "42" "46" "muerto" 69 17 NA
"582" "a.5." "T.stans" "35"
"40" "43" "45" "45,5" 68 18 NA
"583" "a.5." "T.stans" "nuevo"
"35" "37" "37" "muerto" 70 19 NA
"584" "a.5." "T.stans" "42"
"45" "muerto" NA NA 70 19 NA
"585" "a.5." "T.stans" "36"
"37" "muerto" NA NA 72 19 NA
"586" "a.5." "T.stans" "34"
"35" "muerto" NA NA 60 16 NA
"587" "a.5." "T.stans" "39"
"44" "49" "53" "53" 61 13 NA
"588" "a.5." "T.stans" "39"
"42" "42" "muerto" NA 60 12 NA
"589" "a.5." "T.stans" "nuevo"
"32" "32" "43" "50" 67 8 NA
"590" "a.5." "T.stans" "42"
"45" "46" "52" "muerto" 70 9 NA
"591" "a.5." "T.stans" "42"
"43" "44" "44" "muerto" 72 7 NA
"592" "a.5." "T.stans" "33"
"33" "muerto" NA NA 72 5 NA
"593" "a.5." "T.stans" "42"
"44" "muerto" NA NA 72 4 NA
"594" "a.5." "T.stans" "35"
"39" "44" "46" "43" 66 7 NA
"595" "a.5." "T.stans" "37"
"37" "muerto" NA NA 76 8 NA
"596" "a.5." "T.stans" "50"
"muerto" NA NA NA 77 7 NA
"597" "a.5." "T.stans" "48"
"52" "53" "52" "muerto" 75 1 NA
"598" "a.5." "T.stans" "45"
"48" "50" "53" "muerto" 75 2 NA
"599" "a.5." "T.stans" "49"
"51" "52" "muerto" NA 71 1 NA
"600" "a.5." "H.popayanensis" "73"
"98" "117" "129" "muerto" 66 5 NA
"601" "a.5." "T.stans" "38"
"40" "44" "45" "49" 67 5 NA
"602" "a.5." "T.stans" "52"
"50" "muerto" NA NA 60 3 NA
"603" "a.5." "T.stans" "nuevo"
"46" "48" "51" "51" 68 14 NA
"604" "a.5." "T.stans" "nuevo"
"39" "44" "38" "no se encontro" 66 7 NA
"605" "a.5." "R.laetevirens" NA "nuevo"
"56" "79" "100" 64 16 NA
"606" "a.5." "T.stans" NA "nuevo"
"32" "37" "42" 72 4 NA
"607" "a.5." "R.laetevirens" NA "nuevo"
"38" "63" "84" 79 13 NA
"608" "a.5." "T.stans" NA "nuevo"
"32" "muerto" NA 75 13 NA
"609" "a.5." "C.vernalis" NA "nuevo"
"44" "57" "66" 70 16 NA
"610" "a.5." "C.lilloi" NA NA "nuevo"
"46" "69" 60 3 NA
"611" "a.5." "C.vernalis" NA NA "nuevo"
"32" "43" 60 1 NA
"612" "a.5." "A.edulis" NA NA "nuevo"
"34" "40" 69 17 NA
"613" "a.5." "B.salicifolius?" NA NA NA
"nuevo" "34" 62 2 NA
"614" "a.5." "P. tucumanum" NA NA NA
"nuevo" "32" 67 5 NA
"615" "a.5." "A.edulis" NA NA NA "nuevo"
"35" 71 6 NA
"616" "a.5." "B.salicifolius?" NA NA NA
"nuevo" "40" 65 7 NA
"617" "a.5." "A.edulis" NA NA NA "nuevo"
"32" 78 0 NA
"618" "a.6." "T.stans" "34"
"37" "39" "40" "muerto" 58 1 NA
"619" "a.6." "T.stans" "41"
"45" "48" "49" "muerto" 57 0 NA
"620" "a.6." "T.stans" "32"
"36" "47" "38" "39" 53 4 NA
"621" "a.6." "T.stans" "39"
"46" "48" "49" "50" 52 6 NA
"622" "a.6." "T.stans" "41"
"41" "muerto" NA NA 58 4 NA
"623" "a.6." "T.stans" "50"
"55" "55" "60" "muerto" 55 5 NA
"624" "a.6." "T.stans" "37"
"43" "44" "48" "48,5" 48 5 NA
"625" "a.6." "T.stans" "43"
"42" "muerto" NA NA 49 7 NA
"626" "a.6." "T.stans" "42"
"42" "42" "50" "50" 51 8 NA
"627" "a.6." "H.popayanensis" "97"
"126" "154" "muerto" NA 48 3 NA
"628" "a.6." "T.stans" "51"
"53" "54" "muerto" NA 47 1 NA
"629" "a.6." "T.stans" "38"
"37" "muerto" NA NA 46 0 NA
"630" "a.6." "T.stans" "nuevo"
"35" "39" "45" "50" 45 1 NA
"631" "a.6." "T.stans" "43"
"46" "46" "muerto" NA 45 3 NA
"632" "a.6." "T.stans" "41"
"40" "muerto" NA NA 48 7 NA
"633" "a.6." "T.stans" "nuevo"
"36" "39" "40" "muerto" 48 8 NA
"634" "a.6." "H.popayanensis" "48"
"71" "86" "94" "muerto" 43 5 NA
"635" "a.6." "T.stans" "40"
"42" "48" "44" "muerto" 41 7 NA
"636" "a.6." "T.stans" "57"
"62" "62" "muerto" NA 41 15 NA
"637" "a.6." "T.stans" "34"
"42" "muerto" NA NA 46 31 NA
"638" "a.6." "T.stans" "34"
"34" "muerto" NA NA 48 13 NA
"639" "a.6." "T.stans" "37"
"muerto" NA NA NA 47 15 NA
"640" "a.6." "T.tipu" "34"
"muerto" NA NA NA 48 15 NA
"641" "a.6." "T.stans" "51"
"54" "58" "muerto" NA 48 15 NA
"642" "a.6." "T.stans" "36"
"54" "muerto" NA NA 49 17 NA
"643" "a.6." "T.stans" "40"
"45" "50" "50" "muerto" 50 12 NA
"644" "a.6." "T.stans" "41"
"45" "45" "48" "48" 41 10 NA
"645" "a.6." "T.stans" "43"
"47" "muerto" NA NA 53 11 NA
"646" "a.6." "T.stans" "33"
"33" "muerto" NA NA 51 16 NA
"647" "a.6." "T.stans" "32"
"34" "muerto" NA NA 51 17 NA
"648" "a.6." "T.stans" "53"
"53" "54" "56" "54" 50 19 NA
"649" "a.6." "T.stans" "32"
"muerto" NA NA NA 49 18 NA
"650" "a.6." "H.popayanensis" "72"
"102" "122" "131" "muerto" 53 19 NA
"651" "a.6." "T.stans" "38"
"40" "42" "43" "45" 55 18 NA
"652" "a.6." "T.stans" "45"
"46" "52" "50" "52" 55 16 NA
"653" "a.6." "T.stans" "55"
"61" "62" "66" "muerto" 58 20 NA
"654" "a.6." "H.popayanensis" "81,19"
"97" "114" "123" "muerto" 54 0 NA
"655" "a.6." "B.salicifolius" NA "nuevo"
"32" "48" "66" 48 5 NA
"656" "a.6." "L.lucidum" NA "nuevo"
"44" "76" "107" 56 7 NA
"657" "a.6." "T.triflora" NA "nuevo"
"36" "45" "45" 50 19 NA
"658" "a.6." "P. tucumanum" NA "nuevo"
"32" "35" "36" 42 18 NA
"659" "a.6." "C.lilloi" NA "nuevo"
"32" "53" "76" 42 8 NA
"660" "a.6." "T.stans" NA "nuevo"
"40,6" "43" "67" 48 15 NA
"661" "a.6." "U.caracasana" NA NA
"nuevo" "33" "37" 40 26 NA
"662" "a.6." "R.laetevirens" NA NA
"nuevo" "47" "71" 45 30 NA
"663" "a.6." "C.lilloi" NA NA "nuevo"
"39" "54" 59 12 NA
"664" "a.6." "B.salicifolius" NA NA NA
"nuevo" "34" 41 10 NA
"665" "a.6." "C.lilloi" NA NA NA "nuevo"
"35" 55 18 NA
"666" "a.6." "A.edulis" NA NA NA "nuevo"
"36,5" 58 18 NA
"667" "a.6." "A.edulis" NA NA NA "nuevo"
"35" 59 20 NA
"668" "a.6." "L.lucidum" NA NA NA
"nuevo" "34" 59 5 NA
"669" "a.6." "A.edulis" NA NA NA "nuevo"
"33" 57 0 NA
"670" "a.6." "M.alba" NA NA NA "nuevo"
"46" 46 0 NA
"671" "b.6." "T.stans" "41"
"45" "49,5" "53" "muerto" 60 23 NA
"672" "b.6." "H.popayanensis" "58"
"71" "muerto" NA NA 46 31 NA
"673" "b.6." "T.stans" "39"
"39" "39,5" "muerto" NA 54 34 NA
"674" "b.6." "T.stans" "48"
"50" "54,5" "59" "57,5" 49 38 NA
"675" "b.6." "T.stans" "54"
"56" "56" "55" "muerto" 50 28 NA
"676" "b.6." "T.stans" "32"
"33" "34" "muerto" NA 48 27 NA
"677" "b.6." "T.stans" "34"
"37" "37" "muerto" NA 47 27 NA
"678" "b.6." "T.stans" "45"
"muerto" NA NA NA 48 33 NA
"679" "b.6." "T.stans" "46"
"46" "48" "51" "51" 46 30 NA
"680" "b.6." "T.stans" "48"
"55" "56" "61" "64" 42 29 NA
"681" "b.6." "T.stans" "42"
"46" "muerto" NA NA 41 30 NA
"682" "b.6." "T.stans" "nuevo"
"32" "muerto" NA NA 41 28 NA
"683" "b.6." "T.stans" "34"
"34" "muerto" NA NA 46 27 NA
"684" "b.6." "T.stans" "53"
"58" "60" "63" "muerto" 44 23 NA
"685" "b.6." "T.stans" "nuevo"
"33" "35" "37" "37" 41 32 NA
"686" "b.6." "T.stans" "39"
"44" "47" "50" "muerto" 41 33 NA
"687" "b.6." "T.stans" "47"
"49" "53" "55" "55,5" 43 32 NA
"688" "b.6." "T.stans" "33"
"33" "37" "39" "muerto" 45 31 NA
"689" "b.6." "T.stans" "42"
"44" "47" "46" "muerto" 46 33 NA
"690" "b.6." "T.stans" "33"
"31" "muerto" NA NA 45 33 NA
"691" "b.6." "T.stans" "41"
"43" "46" "43" "muerto" 42 36 NA
"692" "b.6." "T.stans" "34"
"muerto" NA NA NA 43 38 NA
"693" "b.6." "T.stans" "41"
"45" "46" "46" "43" 45 38 NA
"694" "b.6." "T.stans" "nc"
"nc" NA NA NA 47 39 NA
"695" "b.6." "T.stans" "44"
"48" "muerto" NA NA 36 38 NA
"696" "b.6." "H.popayanensis" "105"
"116" "134" "141" "muerto" 51 38 NA
"697" "b.6." "T.stans" "41"
"44" "45" "muerto" NA 54 38 NA
"698" "b.6." "P.porphyria" "nuevo"
"32" "38" "44" "49" 52 39 NA
"699" "b.6." "H.popayanensis" "85"
"91" "98" "102" "muerto" 57 31 NA
"700" "b.6." "T.stans" NA "nuevo"
"38,5" "37" "muerto" 56 31 NA
"701" "b.6." "M.alba" "nuevo"
"41" "49" "57" "68" 52 28 NA
"702" "b.6." "P.porphyria" "nuevo"
"34" "47" "56" "67" 49 28 NA
"703" "b.6." "P.porphyria" NA "nuevo"
"35" "43" "51" 48 25 NA
"704" "b.6." "B.caudata" NA "nuevo"
"32" "38" "40" 43 24 NA
"705" "b.6." "H.popayanensis" NA "nuevo"
"49" "60" "muerto" 40 21 NA
"706" "b.6." "A.edulis" NA "nuevo"
"32" "40" "48,5" 44 23 NA
"707" "b.6." "M.alba" NA "nuevo"
"37" "43" "47" 55 20 NA
"708" "b.6." "P.porphyria" NA NA "nuevo"
"35" "49" 45 31 NA
"709" "b.6." "C.vernalis" NA NA "nuevo"
"35" "muerto" 46 30 NA
"710" "b.6." "L.lucidum" NA NA "nuevo"
"40" "78,5" 51 30 NA
"711" "b.6." "L.lucidum" NA NA "nuevo"
"49" "71" 57 31 NA
"712" "b.6." "S.riparium" NA NA "nuevo"
"33" "41" 51 38 NA
"713" "b.6." "C.vernalis" NA NA NA
"nuevo" "32" 59 32 NA
"714" "b.6." "P.porphyria" NA NA NA
"nuevo" "37" 48 30 NA
"715" "c.6" "T.stans" "37"
"37" "muerto" NA NA 49 57 NA
"716" "c.6" "P.guajaba" "37"
"44" "50" "53" "muerto" 50 58 NA
"717" "c.6" "T.stans" "35"
"35" "muerto" NA NA 49 54 NA
"718" "c.6" "T.stans" "56"
"64" "69" "73" "muerto" 48 53 NA
"719" "c.6" "T.stans" "55"
"61" "75" "68" "muerto" 46 51 NA
"720" "c.6" "T.stans" "47"
"50" "muerto" NA NA 46 49 NA
"721" "c.6" "H.popayanensis" "98"
"115" "139" "151" "muerto" 55 50 NA
"722" "c.6" "T.stans" "32"
"35" "muerto" NA NA 56 54 NA
"723" "c.6" "F.coco" "54" "64"
"muerto" NA NA 57 56 NA
"724" "c.6" "H.popayanensis" "113"
"130,5" "148" "162" "muerto" 59 46 NA
"725" "c.6" "T.stans" "33"
"39,5" "46" "47" "51" 54 40 NA
"726" "c.6" "M.alba" "57" "76"
"97" "110" "119" 57 43 NA
"727" "c.6" "T.stans" "38"
"39" "40" "muerto" NA 55 42 NA
"728" "c.6" "T.stans" "43"
"43" "43" "muerto" NA 54 43 NA
"729" "c.6" "H.popayanensis" "95"
"117" "145" "163" "muerto" 46 45 NA
"730" "c.6" "T.stans" "39"
"41" "43" "42" "42" 44 44 NA
"731" "c.6" "T.stans" "37"
"38" "38" "muerto" NA 43 46 NA
"732" "c.6" "T.stans" "51"
"55" "56" "59" "61" 44 46 NA
"733" "c.6" "T.stans" "nuevo"
"39" "muerto" NA NA 60 42 NA
"734" "c.6" "No identificada" NA
"muerto" NA NA NA 43 40 NA
"735" "c.6" "D.serratifolia" "nuevo"
"32" "muerto" NA NA 45 49 NA
"736" "c.6" "T.stans" "44,34"
"48" "55" "63" "60" 48 56 NA
"737" "c.6" "T.stans" "nuevo"
"32" "35" "37" "muerto" 60 50 NA
"738" "c.6" "C.lilloi" NA "nuevo"
"51" "76" "96" 48 57 NA
"739" "c.6" "R.laetevirens" NA NA
"nuevo" "56" "79" 46 51 NA
"740" "c.6" "P.porphyria" NA "nuevo"
"36" "44" "56" 45 45 NA
"741" "c.6" "P.porphyria" NA NA "nuevo"
"41" "52" 40 55 NA
"742" "c.6" "B.caudata" NA NA "nuevo"
"32" "34" 43 55 NA
"743" "c.6" "R.laetevirens" NA NA
"nuevo" "32" "45,5" 55 50 NA
"744" "c.6" "C.vernalis" NA NA "nuevo"
"44" "61" 48 53 NA
"745" "c.6" "P.porphyria" NA NA NA
"nuevo" "32" 44 46 NA
"746" "c.6" "A.edulis" NA NA NA "nuevo"
"34" 45 45 NA
"747" "c.6" "C.lilloi" NA NA NA "nuevo"
"39" 49 53 NA
"748" "c.6" "P. tucumanum" NA NA NA
"nuevo" "35" 42 52 NA
"749" "c.6" "P.excelsa" NA NA NA "nuevo"
"43,5" 60 50 NA
"750" "c.6" "C.lilloi" NA NA NA "nuevo"
"46" 54 40 NA
"751" "c.6" "J.australis" NA NA NA
"nuevo" "50" 52 53 NA
"752" "c.6" "C.lilloi" NA NA NA "nuevo"
"37" 53 51 NA
"753" "c.7." "T.stans" "47"
"50" "54" "52" "muerto" 35 60 NA
"754" "c.7." "T.stans" "61"
"68" "72" "77" "83" 34 58 NA
"755" "c.7." "T.stans" "47"
"48" "muerto" NA NA 33 57 NA
"756" "c.7." "T.stans" "39"
"39" "muerto" NA NA 32 56 NA
"757" "c.7." "T.stans" "69"
"77" "78" "79" "79" 29 57 NA
"758" "c.7." "T.stans" "46"
"48" "55" "muerto" NA 22 55 NA
"759" "c.7." "T.stans" "55"
"61" "muerto" NA NA 23 59 NA
"760" "c.7." "T.stans" "49"
"57" "62" "68" "muerto" 20 50 NA
"761" "c.7." "T.stans" "51"
"59,5" "68" "66" "muerto" 33 58 NA
"762" "c.7." "T.stans" "56"
"60" "68" "69" "muerto" 24 50 NA
"763" "c.7." "T.stans" "34"
"muerto" NA NA NA 42 47 NA
"764" "c.7." "M.alba" "36"
"60" "74" "82" "90" 28 44 NA
"765" "c.7." "T.stans" "51"
"50" "muerto" NA NA 30 44 NA
"766" "c.7." "T.stans" "41"
"50" "58" "63" "65" 31 44 NA
"767" "c.7." "T.stans" "36"
"41" "muerto" NA NA 34 41 NA
"768" "c.7." "T.stans" "33"
"37" "39" "36,5" "muerto" 30 46 NA
"769" "c.7." "T.stans" "57"
"63" "66" "66" "muerto" 31 47 NA
"770" "c.7." "T.stans" "36"
"41" "49" "51" "58" 32 48 NA
"771" "c.7." "T.stans" "71"
"74" "76" "81" "99,5" 35 50 NA
"772" "c.7." "T.stans" "52"
"54" "38" "muerto" NA 36 51 NA
"773" "c.7." "T.stans" "59"
"59" "60" "61" "68,5" 36 54 NA
"774" "c.7." "T.stans" "48"
"52" "54" "54" "muerto" 35 53 NA
"775" "c.7." "T.stans" "52"
"55" "56" "58" "muerto" 35 54 NA
"776" "c.7." "H.popayanensis" "nuevo"
"50" "85" "109" "muerto" 24 58 NA
"777" "c.7." "H.popayanensis" "nuevo"
"43" "74" "97,5" "105" 31 51 NA
"778" "c.7." "H.popayanensis" "nuevo"
"59" "98" "116" "muerto" 28 51 NA
"779" "c.7." "P.porphyria" "nuevo"
"37" "46" "50" "54,5" 27 44 NA
"780" "c.7." "J.australis" "nuevo"
"33" "44,5" "56" "73" 34 57 NA
"781" "c.7." "A.edulis" "nuevo"
"40" "45" "49" "muerto" 29 57 NA
"782" "c.7." "T.stans" "64"
"65" "67" "68" "muerto" 33 54 NA
"783" "c.7." "T.stans" "40"
"39" "muerto" NA NA 30 53 NA
"784" "c.7." "C.lilloi" NA "nuevo"
"32" "43" "58" 22 41 NA
"785" "c.7." "A.edulis" NA "nuevo"
"42" "47" "51" 25 44 NA
"786" "c.7." "H.popayanensis" NA "nuevo"
"62" "79,5" "muerto" 22 59 NA
"787" "c.7." "T.triflora" NA "nuevo"
"32" "41,5" "51" 33 57 NA
"788" "c.7." "B.salicifolius" NA "nuevo"
"41" "53" "65,5" 35 53 NA
"789" "c.7." "A.edulis" NA "nuevo"
"36" "41,5" "muerto" 35 43 NA
"790" "c.7." "H.popayanensis" "nuevo"
"63,68" "82" "114" "135" 21 41 NA
"791" "c.7." "C.lilloi" NA NA "nuevo"
"35" "42" 22 57 NA
"792" "c.7." "J.australis" NA NA "nuevo"
"45" "66" 20 54 NA
"793" "c.7." "C.vernalis" NA NA "nuevo"
"35" "46,5" 35 50 NA
"794" "c.7." "R.laetevirens" NA NA
"nuevo" "32" "40" 32 48 NA
"795" "c.7." "R.laetevirens" NA NA
"nuevo" "34" "58" 30 58 NA
"796" "c.7." "J.australis" NA NA "nuevo"
"31,5" "46" 33 58 NA
"797" "c.7." "C.vernalis" NA NA NA
"nuevo" "35" 27 44 NA
"798" "c.7." "C.lilloi" NA NA NA "nuevo"
"37" 39 50 NA
"799" "c.7." "U.caracasana" NA NA NA
"nuevo" "32,5" 35 53 NA
"800" "c.7." "P. tucumanum" NA NA NA
"nuevo" "33" 30 56 NA
"801" "c.7." "C.lilloi" NA NA NA "nuevo"
"34" 36 57 NA
"802" "c.7." "C.vernalis" NA NA NA
"nuevo" "34" 30 56 NA
"803" "c.7." "C.lilloi" NA NA NA "nuevo"
"35" 60 27 NA
"804" "c.7." "C.vernalis" NA NA "nuevo"
"40" "57,5" 34 58 NA
"805" "b.7." "T.stans" "55"
"60" "62" "62" "muerto" 20 37 NA
"806" "b.7." "T.stans" "64"
"72" "88" "88" "86" 21 36 NA
"807" "b.7." "T.stans" "53"
"58" "65" "muerto" NA 20 37 NA
"808" "b.7." "T.stans" "34"
"34" "49" "64" "muerto" 21 37 NA
"809" "b.7." "P.porphyria" "nuevo"
"43" "72" "102" "126" 21 39 NA
"810" "b.7." "T.stans" "44"
"muerto" NA NA NA 26 35 NA
"811" "b.7." "T.stans" "32"
"34" "muerto" NA NA 27 33 NA
"812" "b.7." "T.stans" "40"
"41" "43" "muerto" NA 27 30 NA
"813" "b.7." "T.stans" "53"
"60" "64" "muerto" NA 20 30 NA
"814" "b.7." "T.stans" "36"
"37" "muerto" NA NA 24 27 NA
"815" "b.7." "T.stans" "nc"
"nc" NA NA NA 25 26 NA
"816" "b.7." "T.stans" "49"
"55" "55" "muerto" NA 27 25 NA
"817" "b.7." "M.nigra" "83"
"105" "115" "127" "135,5" 30 30 NA
"818" "b.7." "T.stans" "34"
"36" "38" "38" "muerto" 25 21 NA
"819" "b.7." "T.stans" "32"
"51" "muerto" NA NA 30 34 NA
"820" "b.7." "T.stans" "nuevo"
"36" "39" "muerto" NA 30 21 NA
"821" "b.7." "T.stans" "38"
"muerto" NA NA NA 34 21 NA
"822" "b.7." "T.stans" "nuevo"
"33" "muerto" NA NA 33 30 NA
"823" "b.7." "T.stans" "32"
"muerto" NA NA NA 33 31 NA
"824" "b.7." "T.stans" "54"
"55" "muerto" NA NA 33 27 NA
"825" "b.7." "T.stans" "42"
"43" "muerto" NA NA 35 24 NA
"826" "b.7." "T.stans" "43"
"muerto" NA NA NA 36 24 NA
"827" "b.7." "T.stans" "33"
"38" "39" "39" "41,5" 35 21 NA
"828" "b.7." "T.stans" "48"
"muerto" NA NA NA 30 32 NA
"829" "b.7." "H.popayanensis" "nuevo"
"48" "77" "100" "103" 39 21 NA
"830" "b.7." "T.stans" "36"
"40" "46" "48" "49" 38 38 NA
"831" "b.7." "T.stans" "36"
"34" "muerto" NA NA 37 37 NA
"832" "b.7." "A.edulis" NA "nuevo"
"31,5" "36" "38" 22 37 NA
"833" "b.7." "C.lilloi" NA "nuevo"
"36" "52" "73" 24 40 NA
"834" "b.7." "C.lilloi" NA "nuevo"
"36" "56" "79,5" 31 30 NA
"835" "b.7." "B.caudata" NA "nuevo"
"35" "35" "muerto" 38 38 NA
"836" "b.7." "C.vernalis" NA NA "nuevo"
"41" "54" 35 23 NA
"837" "b.7." "A.edulis" NA NA "nuevo"
"33" "35" 30 20 NA
"838" "b.7." "P. tucumanum" NA NA
"nuevo" "33" "37" 40 30 NA
"839" "b.7." "J.australis" NA NA "nuevo"
"36" "53" 40 40 NA
"840" "b.7." "C.vernalis" NA NA "nuevo"
"33" "44" 36 40 NA
"841" "b.7." "A.edulis" NA NA NA "nuevo"
"31,5" 37 22 NA
"842" "b.7." "A.edulis" NA NA NA "nuevo"
"31,5" 20 21 NA
"843" "a.7." "T.stans" "35"
"muerto" NA NA NA 38 12 NA
"844" "a.7." "T.stans" "42"
"muerto" NA NA NA 14 11 NA
"845" "a.7." "T.stans" "nuevo"
"43" "46" "46" "muerto" 33 12 NA
"846" "a.7." "T.stans" "40"
"46" "47" "48" "muerto" 35 13 NA
"847" "a.7." "T.stans" "42"
"42" "muerto" NA NA 32 19 NA
"848" "a.7." "T.stans" "32"
"48" "52" "51" "muerto" 30 16 NA
"849" "a.7." "T.stans" "34"
"34" "muerto" NA NA 28 17 NA
"850" "a.7." "T.stans" "32"
"33" "muerto" NA NA 27 17 NA
"851" "a.7." "T.stans" "33"
"34" "muerto" NA NA 25 16 NA
"852" "a.7." "T.stans" "41"
"41" "muerto" NA NA 28 14 NA
"853" "a.7." "T.stans" "38"
"47" "48" "48" "muerto" 26 13 NA
"854" "a.7." "T.stans" "43"
"44" "46" "muerto" NA 28 11 NA
"855" "a.7." "T.stans" "37"
"46" "48" "47" "muerto" 32 9 NA
"856" "a.7." "T.stans" "32"
"39" "41" "41" "40" 29 9 NA
"857" "a.7." "T.stans" "35"
"muerto" NA NA NA 24 14 NA
"858" "a.7." "T.stans" "35"
"36" "38" "42" "42" 25 12 NA
"859" "a.7." "T.stans" "47"
"muerto" NA NA NA 25 5 NA
"860" "a.7." "T.stans" "37"
"52" "56" "59" "muerto" 24 5 NA
"861" "a.7." "H.popayanensis" "137"
"149" "169" "185" "muerto" 24 4 NA
"862" "a.7." "T.stans" "35"
"38" "muerto" NA NA 22 1 NA
"863" "a.7." "T.stans" "nc"
"nc" "nc" NA NA 24 0 NA
"864" "a.7." "T.stans" "45"
"50" "muerto" NA NA 24 4 NA
"865" "a.7." "A.caven" "34"
"muerto" NA NA NA 28 1 NA
"866" "a.7." "T.stans" "34"
"35" "46" "muerto" NA 27 4 NA
"867" "a.7." "T.stans" "35"
"37" "39" "39" "muerto" 30 4 NA
"868" "a.7." "T.stans" "41"
"46" "52" "56" "muerto" 32 4 NA
"869" "a.7." "T.stans" "47"
"50" "52" "55" "muerto" 35 4 NA
"870" "a.7." "T.stans" "38"
"41" "muerto" NA NA 38 1 NA
"871" "a.7." "T.stans" "45"
"48" "50" "muerto" NA 36 1 NA
"872" "a.7." "T.stans" "48"
"52" "56" "56,5" "muerto" 37 9 NA
"873" "a.7." "T.stans" "46"
"49" "muerto" NA NA 38 4 NA
"874" "a.7." "T.stans" "56,34"
"60" "68" "72" "75" 6 18 NA
"875" "a.7." "H.popayanensis" "nuevo"
"43" "75" "91" "98" 16 15 NA
"876" "a.7." "H.popayanensis" "nuevo"
"53" "89" "102" "muerto" 17 16 NA
"877" "a.7." "T.stans" NA "nc"
"nc" NA NA 30 11 NA
"878" "a.7." "T.stans" "44"
"46" "48" "49" "muerto" 40 5 NA
"879" "a.7." "T.stans" NA "nuevo"
"38" "muerto" NA 27 20 NA
"880" "a.7." "J.australis" NA "nuevo"
"35" "53" "71" 22 14 NA
"881" "a.7." "S.riparium" NA "nuevo"
"40" "64" "79" 24 18 NA
"882" "a.7." "C.vernalis" NA "nuevo"
"34" "muerto" NA 35 4 NA
"883" "a.7." "L.lucidum" NA "nuevo"
"38" "77" "112" 40 6 NA
"884" "a.7." "A.edulis" NA "nuevo"
"32" "34,5" "36" 37 10 NA
"885" "a.7." "B.salicifolius" NA "nuevo"
"37" "37" "39" 32 19 NA
"886" "a.7." "A.edulis" NA NA "nuevo"
"35" "45" 29 12 NA
"887" "a.7." "A.edulis" NA NA "nuevo"
"32" "46" 24 1 NA
"888" "a.7." "A.edulis" NA NA "nuevo"
"34" "40" 24 4 NA
"889" "a.7." "J.australis" NA NA "nuevo"
"36" "58,5" 40 16 NA
"890" "a.7." "M.alba" NA NA "nuevo"
"41" "61" 37 9 NA
"891" "a.7." "P. tucumanum" NA NA
"nuevo" "32" "35,5" 22 16 NA
"892" "a.7." "R.laetevirens" NA NA
"nuevo" "40,5" "64" 21 20 NA
"893" "a.7." "A.edulis" NA NA NA "nuevo"
"34" 36 8 NA
"894" "a.7." "A.edulis" NA NA NA "nuevo"
"31,5" 36 10 NA
"895" "a.8." "T.tipu" "68"
"100" "133" "171" "205" 15 0 NA
"896" "a.8." "T.stans" "nuevo"
"32" "33" "muerto" NA 14 0 NA
"897" "a.8." "T.stans" "33"
"37" "38" "muerto" NA 13 1 NA
"898" "a.8." "T.stans" "54"
"59" "63" "67" "muerto" 13 2 NA
"899" "a.8." "B.caudata" "37"
"40" "muerto" NA NA 1 2 NA
"900" "a.8." "T.stans" "42"
"38" "muerto" NA NA 2 2 NA
"901" "a.8." "T.stans" "nc"
"nc" NA NA NA 3 3 NA
"902" "a.8." "T.stans" "41"
"46" "51" "51" "muerto" 3 3 NA
"903" "a.8." "T.stans" "34"
"51" "muerto" NA NA 4 5 NA
"904" "a.8." "T.stans" "52"
"53" "muerto" NA NA 5 5 NA
"905" "a.8." "T.stans" "56"
"59" "65" "68" "70" 6 8 NA
"906" "a.8." "T.stans" "49"
"muerto" NA NA NA 8 9 NA
"907" "a.8." "T.stans" "33"
"38" "41" "40" "muerto" 9 9 NA
"908" "a.8." "T.stans" "32"
"34" "36,25" "38,5" "38,5" 9 8 NA
"909" "a.8." "T.stans" "36"
"37" "37" "muerto" NA 14 7 NA
"910" "a.8." "T.stans" "34"
"39" "43" "44,5" "muerto" 10 8 NA
"911" "a.8." "B.caudata" "32"
"37" "muerto" NA NA 12 9 NA
"912" "a.8." "T.stans" "nc"
"nc" NA NA NA 10 10 NA
"913" "a.8." "T.stans" "42"
"48" "muerto" NA NA 10 11 NA
"914" "a.8." "T.stans" "33"
"muerto" NA NA NA 12 11 NA
"915" "a.8." "T.stans" "56"
"60" "muerto" NA NA 13 10 NA
"916" "a.8." "T.stans" "34"
"muerto" NA NA NA 17 15 NA
"917" "a.8." "T.stans" "45"
"49" "51" "muerto" NA 13 9 NA
"918" "a.8." "T.stans" "33"
"muerto" NA NA NA 17 16 NA
"919" "a.8." "J.australis" "33"
"52" "72" "87,5" "103" 18 19 NA
"920" "a.8." "T.stans" "34"
"muerto" NA NA NA 15 18 NA
"921" "a.8." "T.stans" "49"
"55" "59" "59,5" "muerto " 15 16 NA
"922" "a.8." "T.stans" "46"
"52" "muerto" NA NA 17 13 NA
"923" "a.8." "T.stans" "32"
"32" "muerto" NA NA 15 13 NA
"924" "a.8." "T.stans" "46"
"muerto" NA NA NA 14 13 NA
"925" "a.8." "P.excelsa" "61"
"80" "94" "110" "125" 7 11 NA
"926" "a.8." "H.popayanensis" "83"
"116" "140" "154" "muerto" 30 19 NA
"927" "a.8." "J.australis" "nuevo"
"37" "52" "67" "85" 6 5 NA
"928" "a.8." "M.alba" "nuevo"
"34" "35" "46" "50" 7 6 NA
"929" "a.8." "T.stans" "49"
"52" "muerto" NA NA 31 17 NA
"930" "a.8." "T.stans" "42"
"47" "55" "50" "51" 31 14 NA
"931" "a.8." "T.stans" "nuevo"
"33" "35" "muerto" NA 29 13 NA
"932" "a.8." "T.stans" "33"
"33" "muerto" NA NA 29 12 NA
"933" "a.8." "T.stans" "nc"
"nc" NA NA NA 28 19 NA
"934" "a.8." "T.stans" "42"
"45" "46" "45" "51" 22 16 NA
"935" "a.8." "T.stans" "62"
"62" "muerto" NA NA 23 15 NA
"936" "a.8." "C.vernalis" NA "nuevo"
"39" "49" "62" 4 13 NA
"937" "a.8." "C.lilloi" NA "nuevo"
"38" "51,5" "69" 3 4 NA
"938" "a.8." "T.stans" NA "nuevo"
"36" "39,5" "39,5" 1 3 NA
"939" "a.8." "P. tucumanum" NA "nuevo"
"34" "38" "muerto" 10 2 NA
"940" "a.8." "R.laetevirens" NA NA
"nuevo" "33" "49" 8 15 NA
"941" "a.8." "A.edulis" NA NA "nuevo"
"37" "40" 10 12 NA
"942" "a.8." "L.lucidum" NA NA "nuevo"
"33" "35,5" 0 17 NA
"943" "a.8." "R.laetevirens" NA NA
"nuevo" "34" "46,5" 13 2 NA
"944" "a.8." "C.lilloi" NA NA "nuevo"
"33" "43" 14 8 NA
"945" "a.8." "J.australis" NA NA NA
"nuevo" "39" 20 20 NA
"946" "a.8." "P. tucumanum" NA NA NA
"nuevo" "34" 5 17 NA
"947" "a.8." "L.lucidum" NA NA NA
"nuevo" "40" 14 8 NA
"948" "a.8." "L.lucidum" NA NA NA
"nuevo" "45" 0 12 NA
"949" "a.8." "P. tucumanum" NA NA NA
"nuevo" "39" 17 12 NA
"950" "a.8." "P. tucumanum" NA NA NA
"nuevo" "37" 18 19 NA
"951" "a.8." "P. tucumanum" NA NA NA
"nuevo" "33,5" 14 7 NA
"952" "b.8." "T.stans" "42"
"43" "43" "muerto" NA 1 22 NA
"953" "b.8." "T.stans" "nc"
"nc" NA NA NA 4 33 NA
"954" "b.8." "T.stans" "33"
"muerto" NA NA NA 3 30 NA
"955" "b.8." "T.stans" "38"
"41" "41" "45" "muerto" 3 28 NA
"956" "b.8." "T.stans" "34"
"muerto" NA NA NA 5 22 NA
"957" "b.8." "T.stans" "nuevo"
"33" "34" "38" "44" 6 23 NA
"958" "b.8." "T.stans" "51"
"51" "51" "52" "59" 9 20 NA
"959" "b.8." "T.stans" "38"
"38" "39" "muerto" NA 11 20 NA
"960" "b.8." "T.stans" "34"
"37" "37" "37" "muerto" 14 20 NA
"961" "b.8." "T.stans" "40"
"43" "46" "50" "muerto" 12 25 NA
"962" "b.8." "T.stans" "52"
"52" "muerto" NA NA 13 29 NA
"963" "b.8." "T.stans" "48"
"53" "54" "61" "62" 12 31 NA
"964" "b.8." "T.stans" "35"
"35" "muerto" NA NA 17 33 NA
"965" "b.8." "T.stans" "38"
"muerto" NA NA NA 17 33 NA
"966" "b.8." "T.stans" "32"
"34" "muerto" NA NA 16 30 NA
"967" "b.8." "T.stans" "38"
"41" "muerto" NA NA 15 27 NA
"968" "b.8." "T.stans" "nuevo"
"34" "muerto" NA NA 16 28 NA
"969" "b.8." "C.lilloi" "34"
"50" "72" "91" "114" 18 21 NA
"970" "b.8." "T.stans" "38"
"38" "muerto" NA NA 17 23 NA
"971" "b.8." "T.stans" "nuevo"
"35" "36" "36,5" "muerto" 15 26 NA
"972" "b.8." "T.stans" "62"
"65" "68" "70" "73" 14 35 NA
"973" "b.8." "T.stans" "47"
"51" "muerto" NA NA 14 37 NA
"974" "b.8." "T.stans" "33"
"33" "33" "muerto" NA 10 36 NA
"975" "b.8." "P.guajaba" "nuevo"
"35" "39" "39" "muerto" 10 38 NA
"976" "b.8." "T.stans" "43"
"43" "muerto" NA NA 10 40 NA
"977" "b.8." "T.stans" "nuevo"
"35" "muerto" NA NA 18 22 NA
"978" "b.8." "T.stans" "37"
"40" "41" "42" "muerto" 17 37 NA
"979" "b.8." "T.stans" "40"
"50" "55" "61" "62" 18 40 NA
"980" "b.8." "T.stans" "33"
"39" "42" "42" "muerto" 17 40 NA
"981" "b.8." "T.stans" "34"
"34" "36" "36" "36" 6 38 NA
"982" "b.8." "T.stans" "52"
"35" "35,5" "muerto" NA 3 38 NA
"983" "b.8." "H.popayanensis" "nuevo"
"63" "94" "113" "123" 16 30 NA
"984" "b.8." "C.lilloi" NA "nuevo"
"36" "45" "61,5" 13 26 NA
"985" "b.8." "B.caudata" NA "nuevo"
"33" "33" "muerto" 13 27 NA
"986" "b.8." "A.edulis" NA "nuevo"
"36" "37,5" "37" 17 37 NA
"987" "b.8." "P.porphyria" NA "nuevo"
"37" "46" "56" 20 36 NA
"988" "b.8." "L.lucidum" NA "nuevo"
"39" "83" "111" 20 38 NA
"989" "b.8." "R.laetevirens" NA "nuevo"
"37" "57" "82" 4 37 NA
"990" "b.8." "C.vernalis" NA "nuevo"
"38" "42" "49" 8 40 NA
"991" "b.8." "J.australis" NA "nuevo"
"43" "58" "79,5" 3 38 NA
"992" "b.8." "C.vernalis" NA NA "nuevo"
"44" "56" 9 39 NA
"993" "b.8." "J.australis" NA NA "nuevo"
"31,5" "40" 12 36 NA
"994" "b.8." "B.caudata" NA NA "nuevo"
"32" "32" 16 33 NA
"995" "b.8." "P. tucumanum" NA NA NA
"nuevo" "34" 7 21 NA
"996" "c.8." "T.stans" "32"
"37" "muerto" NA NA 2 44 NA
"997" "c.8." "T.stans" "nuevo"
"33" "41" "41" "43" 13 53 NA
"998" "c.8." "P.guajaba" "nuevo"
"32" "36" "muerto" NA 8 53 NA
"999" "c.8." "T.stans" "33"
"33" "46" "muerto" NA 2 45 NA
"1000" "c.8." "T.stans" "33"
"36" "muerto" NA NA 12 44 NA
"1001" "c.8." "T.stans" "50"
"57" "68" "72" "76" 5 43 NA
"1002" "c.8." "T.stans" "nuevo"
"32" "muerto" NA NA 8 44 NA
"1003" "c.8." "T.stans" "71"
"75" "79" "80" "88" 10 50 NA
"1004" "c.8." "T.stans" "39"
"45" "49" "51" "50" 15 51 NA
"1005" "c.8." "T.stans" "40"
"45" "49" "49" "49" 16 49 NA
"1006" "c.8." "T.stans" "43"
"44" "muerto" NA NA 15 48 NA
"1007" "c.8." "T.stans" "45"
"49" "52" "52" "52" 16 44 NA
"1008" "c.8." "T.stans" "48"
"51" "muerto" NA NA 15 40 NA
"1009" "c.8." "T.stans" "39"
"43" "muerto" NA NA 17 47 NA
"1010" "c.8." "T.triflora" "nuevo"
"40" "47" "50" "51" 12 51 NA
"1011" "c.8." "T.stans" "35"
"35" "38" "muerto" NA 13 52 NA
"1012" "c.8." "T.stans" "55"
"60" "muerto" NA NA 15 51 NA
"1013" "c.8." "T.stans" "36"
"39" "44" "muerto" NA 17 55 NA
"1014" "c.8." "T.stans" "39"
"32" "44" "45" "46" 19 55 NA
"1015" "c.8." "T.stans" "44"
"49" "53" "50" "muerto" 13 55 NA
"1016" "c.8." "T.stans" "34"
"muerto" NA NA NA 14 56 NA
"1017" "c.8." "T.stans" "52"
"65" "65" "66" "muerto" 13 60 NA
"1018" "c.8." "T.stans" "35"
"muerto" NA NA NA 12 53 NA
"1019" "c.8." "T.stans" "40"
"42" "muerto" NA NA 10 52 NA
"1020" "c.8." "T.stans" "37"
"37" "muerto" NA NA 9 53 NA
"1021" "c.8." "T.stans" "49"
"53" "muerto" NA NA 2 55 NA
"1022" "c.8." "J.australis" NA "nuevo"
"37" "62" "86" 8 52 NA
"1023" "c.8." "P.excelsa" NA "nuevo"
"35" "42" "54" 18 43 NA
"1024" "c.8." "J.australis" NA NA
"nuevo" "36" "40" 18 56 NA
"1025" "c.8." "P.porphyria" NA NA
"nuevo" "35,5" "39" 15 51 NA
"1026" "c.8." "J.australis" NA NA
"nuevo" "35" "47" 9 55 NA
"1027" "c.8." "L.lucidum" NA NA "nuevo"
"77" "117" 9 57 NA
"1028" "c.8." "J.australis" NA NA
"nuevo" "45" "62" 18 45 NA
"1029" "c.8." "A.edulis" NA NA NA
"nuevo" "32,5" 18 55 NA
"1030" "c.8." "C.lilloi" NA NA NA
"nuevo" "43" 17 58 NA

Francisco Viciana

2014-Feb-26 14:50 UTC

head link

[R-es] error en ifelse

El problema son los NA en tus datos:

table(guaran$datmatriz,exclude=NULL)

   0    1 <NA>
  280  543  207


Si quieres quitar los 207 casos, ejecuta esto.

gauran <-complete.case(guaran)


O cambia la condición incluyendo la función is.na()


El 26/02/2014 15:23, Priscila Ana Powell escribió:> guaran$datmatriz<-ifelse (guaran$sp=="L.lucidum"|guaran$pap11
==
>
"muerto"|guaran$pap06=="muerto"|guaran$pap01=="muerto"|guaran$pap96=="muerto",
> 1, 0)
>

-- 
+--------------------------------------------------------------
| Francisco J. Viciana Fernández
| Coordinador del Registro de Población
| Servicio de Estadísticas Demográficas y Sociales
| Instituto de Estadística y Cartografía de Andalucía
| Leonardo Da Vinci, nº 21. Isla de La Cartuja.
| 41071 SEVILLA.
| franciscoj.viciana@juntadeandalucia.es
| Tlf.: +(34) 95 503 38 21
+--------------------------------------------------------------


	[[alternative HTML version deleted]]

Carlos Ortega

2014-Feb-26 15:49 UTC

head link

[R-es] error en ifelse

Hola,

No he encontrado la razón de que la explicación sea estrictamente la
presencia de NAs.
Por este contraejemplo:
> val <- guaran[44,]
> val   parc.      sp pap91 pap96 pap01  pap06 pap11   x  y
44   c.1 T.stans  *<NA>* nuevo    47 muerto  *<NA>* 149
52> ifelse(+                    val$sp=="L.lucidum" | val$pap11 ==
"muerto"
+                  | val$pap06=="muerto" |
val$pap01=="muerto"
+                  | val$pap96=="muerto", 1, 0
+                           )
[1] *1* *#Devuelve bien el valor el ifelse a pesar de que hay
NAs.*> val <- guaran[45,]
> val   parc.       sp pap91 pap96 pap01 pap06 pap11   x  y
45   c.1 C.lilloi  *<NA>*  *<NA> *nuevo    54    53 159
42> ifelse(+                    val$sp=="L.lucidum" | val$pap11 ==
"muerto"
+                  | val$pap06=="muerto" |
val$pap01=="muerto"
+                  | val$pap96=="muerto", 1, 0
+                           )
[1] *NA* *# Pero en este otro caso que debería ser "1" devuelve un
"NA".*

Al aplicar el "ifelse" es a partir de la fila 45 donde comienzan a
aparecer
los "NA", aunque en múltiples filas anteriores hay valores NA.

Pero sí que es cierto que al quitar todos los NAs el problema se resuelve.
El siguiente código quita los NA, aplica el ifelse creando la nueva columna
y vuelve a darte a ponerte los NAs que tenías al principio....

#-------------------------------------------------------------------------
# Sustituyo los NA por ZZ
guaran <- dat.in[,c(1:9)]
for (i in 1:dim(guaran)[2]) {
    guaran[is.na(guaran[,i]),i] <- c("ZZ")
}
#head(guaran,25)

#Compruebo que funciona el ifelse
guaran$datmatriz <- ifelse(
                   guaran$sp == "L.lucidum" | guaran$pap11 ==
"muerto"
                 | guaran$pap06 == "muerto" | guaran$pap01 ==
"muerto"
                 | guaran$pap96 == "muerto", 1, 0
                          )
#head(guaran,50)

#Devuelvo el data.frame al estado original
# Pero con la columna del ifelse ya añadida y evaluada
for (i in 1:dim(guaran)[2]) {
    guaran[guaran[,i]=="ZZ",i] <- NA
}

#head(guaran,50)
#-------------------------------------------------------------------------


Saludos,
Carlos Ortega
www.qualityexcellence.es




El 26 de febrero de 2014, 15:23, Priscila Ana Powell <
priscilaapowell@gmail.com> escribió:
> Hola gente!! Estoy empezando a trabajar con R, y no puedo resolver lo
> siguiente:
>
> Quiero crear una nueva variable (datmatriz) que toma el valor de 1 si:
> -la variable sp es igual a L.lucidum
> -alguna de las variables pap11, pap06, pap01, pap96 es igual a muerto.
>
> El script que utilicé es :
>
> guaran$datmatriz<-ifelse (guaran$sp=="L.lucidum"|guaran$pap11
=>
"muerto"|guaran$pap06=="muerto"|guaran$pap01=="muerto"|guaran$pap96=="muerto",
> 1, 0)
>
> Sin embargo, al observar datmatriz, tengo 0, 1 y NA, que no sé que los
> genera.
>
> Alguna idea para salvar el inconveniente?
>
> adjunto la matriz
>
> desde ya, muchas gracias!!
>
>
> saludos !
>
> Priscila
> --
>  Priscila Ana Powell
> Instituto de Ecología Regional
> Facultad de Ciencias Naturales e Instituto Miguel Lillo
> Universidad Nacional de Tucumán
> Argentina
>
> _______________________________________________
> R-help-es mailing list
> R-help-es@r-project.org
> https://stat.ethz.ch/mailman/listinfo/r-help-es
>
>

-- 
Saludos,
Carlos Ortega
www.qualityexcellence.es

	[[alternative HTML version deleted]]

"Marcuzzi, Javier Rubén"

2014-Feb-26 16:41 UTC

head link

[R-es] error en ifelse

Hola

No es lo mismo pero en mi caso personal la forma que utilizo se basa en 
el ejemplo de http://cran.r-project.org/doc/contrib/grafi3.pdf página 
49, no usa el if pero también hay una condición para todos los verdaderos.

No intenté en este caso en particular, habría que ver si también da 
problemas, pero como Carlos Ortega que sabe mucho dio una solución y 
como vos estas empezando no quiero confundirte,

Javier Marcuzzi


El 26/02/14 12:49, Carlos Ortega escribió:> Hola,
>
> No he encontrado la razón de que la explicación sea estrictamente la
> presencia de NAs.
> Por este contraejemplo:
>
>> val <- guaran[44,]
>> val
>     parc.      sp pap91 pap96 pap01  pap06 pap11   x  y
> 44   c.1 T.stans  *<NA>* nuevo    47 muerto  *<NA>* 149 52
>> ifelse(
> +                    val$sp=="L.lucidum" | val$pap11 ==
"muerto"
> +                  | val$pap06=="muerto" |
val$pap01=="muerto"
> +                  | val$pap96=="muerto", 1, 0
> +                           )
> [1] *1* *#Devuelve bien el valor el ifelse a pesar de que hay NAs.*
>> val <- guaran[45,]
>> val
>     parc.       sp pap91 pap96 pap01 pap06 pap11   x  y
> 45   c.1 C.lilloi  *<NA>*  *<NA> *nuevo    54    53 159 42
>> ifelse(
> +                    val$sp=="L.lucidum" | val$pap11 ==
"muerto"
> +                  | val$pap06=="muerto" |
val$pap01=="muerto"
> +                  | val$pap96=="muerto", 1, 0
> +                           )
> [1] *NA* *# Pero en este otro caso que debería ser "1" devuelve
un "NA".*
>
> Al aplicar el "ifelse" es a partir de la fila 45 donde comienzan
a aparecer
> los "NA", aunque en múltiples filas anteriores hay valores NA.
>
> Pero sí que es cierto que al quitar todos los NAs el problema se resuelve.
> El siguiente código quita los NA, aplica el ifelse creando la nueva columna
> y vuelve a darte a ponerte los NAs que tenías al principio....
>
> #-------------------------------------------------------------------------
> # Sustituyo los NA por ZZ
> guaran <- dat.in[,c(1:9)]
> for (i in 1:dim(guaran)[2]) {
>      guaran[is.na(guaran[,i]),i] <- c("ZZ")
> }
> #head(guaran,25)
>
> #Compruebo que funciona el ifelse
> guaran$datmatriz <- ifelse(
>                     guaran$sp == "L.lucidum" | guaran$pap11 ==
"muerto"
>                   | guaran$pap06 == "muerto" | guaran$pap01 ==
"muerto"
>                   | guaran$pap96 == "muerto", 1, 0
>                            )
> #head(guaran,50)
>
> #Devuelvo el data.frame al estado original
> # Pero con la columna del ifelse ya añadida y evaluada
> for (i in 1:dim(guaran)[2]) {
>      guaran[guaran[,i]=="ZZ",i] <- NA
> }
>
> #head(guaran,50)
> #-------------------------------------------------------------------------
>
>
> Saludos,
> Carlos Ortega
> www.qualityexcellence.es
>
>
>
>
> El 26 de febrero de 2014, 15:23, Priscila Ana Powell <
> priscilaapowell@gmail.com> escribió:
>
>> Hola gente!! Estoy empezando a trabajar con R, y no puedo resolver lo
>> siguiente:
>>
>> Quiero crear una nueva variable (datmatriz) que toma el valor de 1 si:
>> -la variable sp es igual a L.lucidum
>> -alguna de las variables pap11, pap06, pap01, pap96 es igual a muerto.
>>
>> El script que utilicé es :
>>
>> guaran$datmatriz<-ifelse
(guaran$sp=="L.lucidum"|guaran$pap11 =>>
"muerto"|guaran$pap06=="muerto"|guaran$pap01=="muerto"|guaran$pap96=="muerto",
>> 1, 0)
>>
>> Sin embargo, al observar datmatriz, tengo 0, 1 y NA, que no sé que los
>> genera.
>>
>> Alguna idea para salvar el inconveniente?
>>
>> adjunto la matriz
>>
>> desde ya, muchas gracias!!
>>
>>
>> saludos !
>>
>> Priscila
>> --
>>   Priscila Ana Powell
>> Instituto de Ecología Regional
>> Facultad de Ciencias Naturales e Instituto Miguel Lillo
>> Universidad Nacional de Tucumán
>> Argentina
>>
>> _______________________________________________
>> R-help-es mailing list
>> R-help-es@r-project.org
>> https://stat.ethz.ch/mailman/listinfo/r-help-es
>>
>>
>
>
>
> _______________________________________________
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> R-help-es@r-project.org
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