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Lucy Milena Diaz, Jaumer Ricaurte, Eduardo Tovar, Cesar Cajiao, Henry Terán, Miguel Grajales, Jose Polanía, Idupulapati Rao, Stephen Beebe, Bodo Raatz
QTL analyses for tolerance to abiotic stresses in a common bean (Phaseolus vulgaris L.) population
www.plosone.org
www.plosone.org
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548.4472 589.3228 m
557.915 589.3228 l
h
f*
334.6016 563.3008 m
344.0693 563.3008 l
h
f*
349.285 563.3008 m
358.7528 563.3008 l
h
f*
476.3339 537.3354 m
485.8016 537.3354 l
h
f*
334.0346 333.1276 m
343.5024 333.1276 l
h
f*
418.7339 216.1134 m
428.2016 216.1134 l
h
f*
337.5496 190.148 m
342.3118 190.148 l
h
f*
344.5795 190.148 m
354.1039 190.148 l
h
f*
356.3717 190.148 m
365.8394 190.148 l
h
f*
368.1071 190.148 m
377.6315 190.148 l
h
f*
322.526 177.1087 m
332.0504 177.1087 l
h
f*
0 g
1 j
1 J
0 w
10 0 0 10 211.9748 707.4141 cm
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(28)Tj
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Q
q
1 j
1 J
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(Experimental)Tj
5.6069 0 Td
(units)Tj
2.2224 0 Td
(\(4)Tj
1.0318 0 Td
(rows)Tj
2.143 0 Td
(of)Tj
1.0148 0 Td
(4.9)Tj
1.4003 0 Td
(m)Tj
1.0374 0 Td
(length)Tj
2.7326 0 Td
(with)Tj
1.9956 0 Td
(row-to-row)Tj
4.8529 0 Td
(distance)Tj
3.5036 0 Td
(of)Tj
1.0148 0 Td
(0.6)Tj
-35.7219 -1.3039 Td
(m\))Tj
1.3776 0 Td
(were)Tj
2.1259 0 Td
(tractor)Tj
2.9197 0 Td
(sown)Tj
2.3244 0 Td
(with)Tj
1.9955 0 Td
(14)Tj
1.1679 0 Td
(seeds)Tj
2.3187 0 Td
(per)Tj
1.5307 0 Td
(m.)Tj
1.2699 0 Td
(Two)Tj
2.0183 0 Td
(trials)Tj
2.1997 0 Td
(were)Tj
2.1203 0 Td
(established)Tj
4.5977 0 Td
(in)Tj
1.0375 0 Td
(Palmira:)Tj
3.5773 0 Td
(2000)Tj
2.1203 0 Td
(and)Tj
-34.7014 -1.2982 Td
(2002)Tj
2.1202 0 Td
(in)Tj
1.0375 0 Td
(the)Tj
1.4683 0 Td
(same)Tj
2.2564 0 Td
(semester)Tj
3.702 0 Td
(\(June)Tj
2.3924 0 Td
(to)Tj
1.0262 0 Td
(September\),)Tj
5.0456 0 Td
(with)Tj
1.9956 0 Td
(two)Tj
1.7064 0 Td
(levels)Tj
2.3754 0 Td
(of)Tj
1.0148 0 Td
(water)Tj
2.4321 0 Td
(supply)Tj
2.846 0 Td
(\(drought)Tj
3.7871 0 Td
(and)Tj
-35.206 -1.2983 Td
(irrigated,)Tj
3.872 0 Td
(Pal00_D,)Tj
3.8664 0 Td
(Pal00_I,)Tj
3.4696 0 Td
(Pal02_D,)Tj
3.8721 0 Td
(and)Tj
1.7291 0 Td
(Pal02_I\).)Tj
3.8154 0 Td
(Both)Tj
2.1317 0 Td
(environments)Tj
5.7883 0 Td
(were)Tj
2.126 0 Td
(irrigated)Tj
3.6453 0 Td
(to)Tj
-34.3159 -1.2983 Td
(ensure)Tj
2.8742 0 Td
(good)Tj
2.228 0 Td
(plant)Tj
2.2621 0 Td
(establishment)Tj
5.7372 0 Td
(at)Tj
0.9525 0 Td
(early)Tj
2.1486 0 Td
(growth)Tj
3.0728 0 Td
(as)Tj
1.0148 0 Td
(needed)Tj
3.0954 0 Td
(until)Tj
2.1089 0 Td
(early)Tj
2.1487 0 Td
(pod)Tj
1.7745 0 Td
(filling.)Tj
2.7722 0 Td
(Thereafter,)Tj
-32.1899 -1.3039 Td
(irrigation)Tj
4.0137 0 Td
(was)Tj
1.7008 0 Td
(discontinued)Tj
5.4482 0 Td
(in)Tj
1.0374 0 Td
(the)Tj
1.4684 0 Td
(drought)Tj
3.4469 0 Td
(treatment)Tj
4.1329 0 Td
(while)Tj
2.3697 0 Td
(irrigated)Tj
3.6453 0 Td
(or)Tj
1.0999 0 Td
(non-stress)Tj
4.3483 0 Td
(\(NS\))Tj
2.1146 0 Td
(plots)Tj
-34.8261 -1.2982 Td
(continued)Tj
4.2915 0 Td
(to)Tj
1.0262 0 Td
(receive)Tj
3.0047 0 Td
(supplemental)Tj
5.5842 0 Td
(irrigation)Tj
4.0195 0 Td
(of)Tj
1.0148 0 Td
(20)Tj
1.1678 0 Td
(mm)Tj
1.8596 0 Td
(of)Tj
1.0148 0 Td
(water)Tj
2.4321 0 Td
(twice)Tj
2.3187 0 Td
(a)Tj
0.652 0 Td
(week)Tj
2.245 0 Td
(for)Tj
1.389 0 Td
(a)Tj
0.6519 0 Td
(total)Tj
2.0069 0 Td
(of)Tj
-34.6787 -1.2983 Td
(additional)Tj
4.2745 0 Td
(188)Tj
1.6498 0 Td
(and)Tj
1.7291 0 Td
(211)Tj
1.6441 0 Td
(mm)Tj
1.8595 0 Td
(of)Tj
1.0148 0 Td
(water)Tj
2.4321 0 Td
(in)Tj
1.0375 0 Td
(2000)Tj
2.1203 0 Td
(and)Tj
1.7348 0 Td
(2002,)Tj
2.347 0 Td
(respectively)Tj
4.8813 0 Td
(\()Tj
0.83 0.64 0.02 0 k
(S1)Tj
1.5137 0 Td
(Fig)Tj
0 g
(\).)Tj
2.0466 0 Td
(Experimental)Tj
-30.2851 -1.3039 Td
(units)Tj
2.2222 0 Td
(\(4)Tj
1.0375 0 Td
(rows)Tj
2.143 0 Td
(of)Tj
1.0148 0 Td
(5)Tj
0.6916 0 Td
(m)Tj
1.0432 0 Td
(length)Tj
2.7269 0 Td
(with)Tj
1.9956 0 Td
(row-to-row)Tj
4.8529 0 Td
(distance)Tj
3.5036 0 Td
(of)Tj
1.0148 0 Td
(0.6)Tj
1.4003 0 Td
(m\))Tj
1.3776 0 Td
(were)Tj
2.1203 0 Td
(tractor)Tj
2.9253 0 Td
(sown)Tj
2.3188 0 Td
(with)Tj
2.0012 0 Td
(14)Tj
-34.3896 -1.2983 Td
(seeds)Tj
2.313 0 Td
(per)Tj
1.5363 0 Td
(m)Tj
1.0375 0 Td
(row)Tj
1.7801 0 Td
(length.)Tj
2.9594 0 Td
(Finally,)Tj
3.1691 0 Td
(four)Tj
1.9105 0 Td
(trials)Tj
2.1997 0 Td
(were)Tj
2.126 0 Td
(sown)Tj
2.3187 0 Td
(in)Tj
1.0375 0 Td
(Santander)Tj
4.2803 0 Td
(de)Tj
1.1678 0 Td
(Quilichao:)Tj
4.3937 0 Td
(2002)Tj
2.126 0 Td
(\(April)Tj
-34.3556 -1.2983 Td
(to)Tj
1.0261 0 Td
(June\))Tj
2.3867 0 Td
(in)Tj
1.0375 0 Td
(moderate)Tj
4.0251 0 Td
(Al)Tj
1.1509 0 Td
(saturation)Tj
4.2633 0 Td
(\(40)Tj
1.5137 0 Td
(and)Tj
1.7291 0 Td
(64%)Tj
1.9275 0 Td
(in)Tj
1.0375 0 Td
(top)Tj
1.542 0 Td
(010)Tj
2.1657 0 Td
(and)Tj
1.7291 0 Td
(1020)Tj
2.6419 0 Td
(cm,)Tj
1.6894 0 Td
(respectively\),)Tj
5.4482 0 Td
(low)Tj
-35.3137 -1.3039 Td
(available)Tj
3.6679 0 Td
(P)Tj
0.7767 0 Td
(content)Tj
3.2655 0 Td
(\(3.3)Tj
1.7404 0 Td
(and)Tj
1.7292 0 Td
(1.9)Tj
/F17 1 Tf
1.3946 0 Td
[()]TJ
/F8 1 Tf
(g)Tj
1.1905 0 Td
(g)Tj
ET
Q
q
1 j
1 J
0 w
7.4999 0 0 6.6659 342.3685 399.8551 cm
BT
/F8 1 Tf
1 TL
-0.0053 Tc
0 0 Td
(-1)Tj
ET
Q
q
1 j
1 J
0 w
10 0 0 10 348.4913 395.3763 cm
BT
/F8 1 Tf
1 TL
-0.004 Tc
0 0 Td
(\))Tj
0.5612 0 Td
(and)Tj
1.7291 0 Td
(high)Tj
2.0126 0 Td
(organic)Tj
3.2372 0 Td
(matter)Tj
2.8629 0 Td
(content)Tj
3.2655 0 Td
(\(10.7)Tj
2.2167 0 Td
(and)Tj
1.7291 0 Td
(9.1%\),)Tj
2.7156 0 Td
(sup-)Tj
-35.1776 -1.2982 Td
(plementing)Tj
4.7792 0 Td
(with)Tj
1.9955 0 Td
(P)Tj
0.7767 0 Td
(15)Tj
1.1736 0 Td
(kg)Tj
1.1792 0 Td
(ha)Tj
ET
Q
q
1 j
1 J
0 w
7.4999 0 0 6.6659 308.6929 386.8724 cm
BT
/F8 1 Tf
1 TL
-0.0053 Tc
0 0 Td
(-1)Tj
ET
Q
q
1 j
1 J
0 w
10 0 0 10 317.0834 382.3937 cm
BT
/F8 1 Tf
1 TL
-0.004 Tc
0 0 Td
(\(Qui02a_MAl_LP\).)Tj
7.9653 0 Td
(A)Tj
0.9014 0 Td
(second)Tj
3.0103 0 Td
(trial)Tj
1.8369 0 Td
(in)Tj
1.0375 0 Td
(2002)Tj
2.1203 0 Td
(\(October)Tj
3.838 0 Td
(to)Tj
1.0262 0 Td
(January)Tj
-33.4429 -1.2982 Td
(2004\),)Tj
2.6873 0 Td
(in)Tj
1.0374 0 Td
(moderate)Tj
4.0252 0 Td
(Al)Tj
1.1452 0 Td
(saturation)Tj
4.2688 0 Td
(\(40)Tj
1.5137 0 Td
(and)Tj
1.7292 0 Td
(45%\),)Tj
2.4944 0 Td
(moderate)Tj
4.0252 0 Td
(available)Tj
3.668 0 Td
(P)Tj
0.7767 0 Td
(content)Tj
3.2655 0 Td
(\(17.1)Tj
2.2167 0 Td
(and)Tj
1.7291 0 Td
(6.9)Tj
/F17 1 Tf
1.3946 0 Td
[()]TJ
/F8 1 Tf
(g)Tj
-35.977 -1.2983 Td
(g)Tj
ET
Q
q
1 j
1 J
0 w
7.4999 0 0 6.6659 204.6614 360.8503 cm
BT
/F8 1 Tf
1 TL
-0.0053 Tc
0 0 Td
(-1)Tj
ET
Q
q
1 j
1 J
0 w
10 0 0 10 210.8409 356.4283 cm
BT
/F8 1 Tf
1 TL
-0.004 Tc
0 0 Td
(\))Tj
0.5612 0 Td
(and)Tj
1.7291 0 Td
(moderate)Tj
4.0252 0 Td
(organic)Tj
3.2371 0 Td
(matter)Tj
2.863 0 Td
(content)Tj
3.2655 0 Td
(\(5.6)Tj
1.7405 0 Td
(and)Tj
1.7291 0 Td
(5.2%\))Tj
2.4945 0 Td
(soil)Tj
1.5987 0 Td
(with)Tj
2.0012 0 Td
(low)Tj
1.6555 0 Td
(P)Tj
0.7767 0 Td
(supply)Tj
2.8459 0 Td
(\(10)Tj
1.5137 0 Td
(kg)Tj
1.1792 0 Td
(ha)Tj
ET
Q
q
1 j
1 J
0 w
7.4999 0 0 6.6659 552.6425 360.8503 cm
BT
/F8 1 Tf
1 TL
-0.0053 Tc
0 0 Td
(-1)Tj
ET
Q
q
1 j
1 J
0 w
10 0 0 10 558.822 356.4283 cm
BT
/F8 1 Tf
1 TL
-0.004 Tc
0 0 Td
(,)Tj
-35.8807 -1.3039 Td
(Qui02b_MAl_MP\).)Tj
8.0504 0 Td
(In)Tj
1.1111 0 Td
(2003)Tj
2.1203 0 Td
(\(March)Tj
3.2088 0 Td
(to)Tj
1.0262 0 Td
(June\),)Tj
2.6135 0 Td
(with)Tj
2.0013 0 Td
(high)Tj
2.0069 0 Td
(Al)Tj
1.1508 0 Td
(saturations)Tj
4.6261 0 Td
(\(61)Tj
1.5137 0 Td
(and)Tj
1.7292 0 Td
(62%\),)Tj
2.4944 0 Td
(moderate)Tj
-33.6527 -1.2982 Td
(available)Tj
3.668 0 Td
(P)Tj
0.7767 0 Td
(content)Tj
3.2655 0 Td
(\(23.5)Tj
2.2167 0 Td
(and)Tj
1.7291 0 Td
(13.1)Tj
/F17 1 Tf
1.8709 0 Td
[()]TJ
/F8 1 Tf
(g)Tj
1.1905 0 Td
(g)Tj
ET
Q
q
1 j
1 J
0 w
7.4999 0 0 6.6659 351.8362 334.8283 cm
BT
/F8 1 Tf
1 TL
-0.0053 Tc
0 0 Td
(-1)Tj
ET
Q
q
1 j
1 J
0 w
10 0 0 10 358.0157 330.4062 cm
BT
/F8 1 Tf
1 TL
-0.004 Tc
0 0 Td
(\))Tj
0.5612 0 Td
(and)Tj
1.7291 0 Td
(moderate)Tj
4.0252 0 Td
(organic)Tj
3.2371 0 Td
(matter)Tj
2.8687 0 Td
(content)Tj
3.2655 0 Td
(\(5.9)Tj
1.7348 0 Td
(and)Tj
1.7291 0 Td
(5.4%\))Tj
-34.9509 -1.2982 Td
(with)Tj
1.9956 0 Td
(low)Tj
1.6554 0 Td
(P)Tj
0.7824 0 Td
(supply)Tj
2.846 0 Td
(\(10)Tj
1.508 0 Td
(kg)Tj
1.1849 0 Td
(ha)Tj
ET
Q
q
1 j
1 J
0 w
7.4999 0 0 6.6659 309.3165 321.8456 cm
BT
/F8 1 Tf
1 TL
-0.0053 Tc
0 0 Td
(-1)Tj
ET
Q
q
1 j
1 J
0 w
10 0 0 10 315.496 317.4236 cm
BT
/F8 1 Tf
1 TL
-0.004 Tc
0 0 Td
(,)Tj
0.4478 0 Td
(Qui03_HAl_MP\).)Tj
7.4211 0 Td
(Lastly,)Tj
2.7779 0 Td
(in)Tj
1.0318 0 Td
(2003)Tj
2.126 0 Td
(\(October)Tj
3.8381 0 Td
(to)Tj
1.0204 0 Td
(January)Tj
3.3222 0 Td
(2004\))Tj
-33.5335 -1.3039 Td
(two)Tj
1.7064 0 Td
(trials)Tj
2.1997 0 Td
(were)Tj
2.1203 0 Td
(sown)Tj
2.3244 0 Td
(with)Tj
1.9956 0 Td
(high)Tj
2.0068 0 Td
(Al)Tj
1.1508 0 Td
(\(6161%)Tj
3.7361 0 Td
(and)Tj
1.7291 0 Td
(6467%\),)Tj
3.9628 0 Td
(high)Tj
2.0126 0 Td
(and)Tj
1.7291 0 Td
(moderate)Tj
4.0252 0 Td
(available)Tj
3.6623 0 Td
(soil)Tj
1.6044 0 Td
(P)Tj
-35.9656 -1.2982 Td
(content)Tj
3.2655 0 Td
(\(20.317.5)Tj
/F17 1 Tf
4.3823 0 Td
[()]TJ
/F8 1 Tf
(g)Tj
1.1905 0 Td
(g)Tj
ET
Q
q
1 j
1 J
0 w
7.4999 0 0 6.6659 293.0456 295.8236 cm
BT
/F8 1 Tf
1 TL
-0.0053 Tc
0 0 Td
(-1)Tj
ET
Q
q
1 j
1 J
0 w
10 0 0 10 301.4362 291.4015 cm
BT
/F8 1 Tf
1 TL
-0.004 Tc
0 0 Td
(and)Tj
1.7291 0 Td
(13.25.5)Tj
/F17 1 Tf
3.5659 0 Td
[()]TJ
/F8 1 Tf
(g)Tj
1.1962 0 Td
(g)Tj
ET
Q
q
1 j
1 J
0 w
7.4999 0 0 6.6659 370.9984 295.8236 cm
BT
/F8 1 Tf
1 TL
-0.0053 Tc
0 0 Td
(-1)Tj
ET
Q
q
1 j
1 J
0 w
10 0 0 10 377.1779 291.4015 cm
BT
/F8 1 Tf
1 TL
-0.004 Tc
0 0 Td
(\),)Tj
0.7823 0 Td
(moderate)Tj
4.0252 0 Td
(organic)Tj
3.2371 0 Td
(matter)Tj
2.863 0 Td
(content)Tj
3.2712 0 Td
(\(5.65.4%)Tj
-31.8952 -1.2982 Td
(and)Tj
1.7291 0 Td
(6.15.4%\),)Tj
4.4107 0 Td
(with)Tj
2.0013 0 Td
(low)Tj
1.6554 0 Td
(P)Tj
0.7767 0 Td
(supply)Tj
2.846 0 Td
(\(10)Tj
1.5136 0 Td
(kg)Tj
1.1793 0 Td
(ha)Tj
ET
Q
q
1 j
1 J
0 w
7.4999 0 0 6.6659 370.7716 282.8409 cm
BT
/F8 1 Tf
1 TL
-0.0053 Tc
0 0 Td
(-1)Tj
ET
Q
q
1 j
1 J
0 w
10 0 0 10 376.9511 278.4188 cm
BT
/F8 1 Tf
1 TL
-0.004 Tc
0 0 Td
(,)Tj
0.4422 0 Td
(Qui03_HAl_HP)Tj
6.7294 0 Td
(and)Tj
1.7348 0 Td
(Qui03_HAl_MP,)Tj
7.0809 0 Td
(respec-)Tj
-33.681 -1.3039 Td
(tively\).)Tj
2.931 0 Td
(Experimental)Tj
5.6012 0 Td
(units)Tj
2.2224 0 Td
(\(2)Tj
1.0375 0 Td
(rows)Tj
2.1429 0 Td
(of)Tj
1.0148 0 Td
(3.72)Tj
1.8709 0 Td
(m)Tj
1.043 0 Td
(length)Tj
2.7269 0 Td
(in)Tj
1.0375 0 Td
(Qui02a_MAl_LP,)Tj
7.285 0 Td
(4)Tj
0.6973 0 Td
(rows)Tj
2.143 0 Td
(of)Tj
1.0148 0 Td
(4.9)Tj
1.3946 0 Td
(m)Tj
1.0375 0 Td
(in)Tj
-35.2003 -1.2982 Td
(Qui02b_MAl_MP)Tj
7.4834 0 Td
(and)Tj
1.7348 0 Td
(3)Tj
0.6917 0 Td
(rows)Tj
2.1429 0 Td
(of)Tj
1.0148 0 Td
(4.9)Tj
1.4003 0 Td
(m)Tj
1.0375 0 Td
(length)Tj
2.7325 0 Td
(in)Tj
1.0318 0 Td
(the)Tj
1.474 0 Td
(other)Tj
2.3471 0 Td
(Quilichao)Tj
4.1669 0 Td
(trials\))Tj
2.5341 0 Td
(were)Tj
2.126 0 Td
(tractor)Tj
2.9253 0 Td
(sown)Tj
-34.8431 -1.2983 Td
(with)Tj
1.9956 0 Td
(14)Tj
1.1735 0 Td
(seeds)Tj
2.3131 0 Td
(per)Tj
1.5363 0 Td
(m)Tj
1.0375 0 Td
(row)Tj
1.7802 0 Td
(length)Tj
2.7325 0 Td
(and)Tj
1.7292 0 Td
(rows)Tj
2.1429 0 Td
(separated)Tj
4.0138 0 Td
(with)Tj
1.9956 0 Td
(0.6)Tj
1.3946 0 Td
(m.)Tj
-22.6486 -1.3039 Td
(In)Tj
1.1112 0 Td
(the)Tj
1.4683 0 Td
(supplemental)Tj
5.5842 0 Td
(material)Tj
0.83 0.64 0.02 0 k
3.515 0 Td
(S1)Tj
1.1735 0 Td
(Fig)Tj
0 g
1.4797 0 Td
(the)Tj
1.4683 0 Td
(conditions)Tj
4.473 0 Td
(of)Tj
1.0148 0 Td
(precipitation)Tj
5.3631 0 Td
(and)Tj
1.7291 0 Td
(evaporation,)Tj
5.2101 0 Td
(mini-)Tj
-34.7865 -1.2983 Td
(mum)Tj
2.3868 0 Td
(and)Tj
1.7291 0 Td
(maximum)Tj
4.371 0 Td
(temperature,)Tj
5.3574 0 Td
(and)Tj
1.7291 0 Td
(total)Tj
2.0013 0 Td
(rainfall)Tj
3.0556 0 Td
(where)Tj
2.6532 0 Td
(available)Tj
3.668 0 Td
(are)Tj
1.4457 0 Td
(detailed.)Tj
3.5943 0 Td
(In)Tj
1.1112 0 Td
(all)Tj
1.1452 0 Td
(loca-)Tj
-34.2479 -1.2982 Td
(tions)Tj
2.1997 0 Td
(recommended)Tj
6.0377 0 Td
(agronomic)Tj
4.5638 0 Td
(procedures)Tj
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