%PDF-1.6
%
1 0 obj
<>
endobj
2 0 obj
<>stream
D. A. Sachindra, B. J. C. Perera
Statistical Downscaling of General Circulation Model Outputs to Precipitation Accounting for Non-Stationarities in Predictor-Predictand Relationships
www.plosone.org
www.plosone.org
endstream
endobj
3 0 obj
<>/XObject<>>>/CropBox[0 0 612 792]/MediaBox[0 0 612 792]/Parent 10 0 R/Annots 11 0 R/Contents 12 0 R/TrimBox[0 0 612 792]>>
endobj
11 0 obj
[13 0 R 14 0 R 15 0 R 16 0 R 17 0 R 18 0 R 19 0 R 20 0 R 21 0 R 22 0 R 23 0 R 24 0 R 25 0 R 26 0 R 27 0 R 28 0 R 29 0 R 30 0 R 31 0 R 32 0 R 33 0 R]
endobj
13 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref003)>>
endobj
14 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref004)>>
endobj
15 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref005)>>
endobj
16 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref006)>>
endobj
17 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref007)>>
endobj
18 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref008)>>
endobj
19 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref009)>>
endobj
20 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref010)>>
endobj
21 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref011)>>
endobj
22 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref012)>>
endobj
23 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref013)>>
endobj
24 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref014)>>
endobj
25 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref015)>>
endobj
26 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref016)>>
endobj
27 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref017)>>
endobj
28 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref018)>>
endobj
29 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref019)>>
endobj
30 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref020)>>
endobj
31 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref021)>>
endobj
32 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref020)>>
endobj
33 0 obj
<>/Border[0 0 0]/A 34 0 R>>
endobj
34 0 obj
<>
endobj
12 0 obj
[35 0 R 36 0 R 37 0 R 38 0 R 39 0 R 40 0 R 41 0 R 42 0 R 43 0 R 44 0 R 45 0 R 46 0 R 47 0 R 48 0 R 49 0 R 50 0 R 51 0 R 52 0 R 53 0 R 54 0 R]
endobj
35 0 obj
<>stream
q
0.83 0.64 0.02 0 k
497.7638 667.3323 m
502.526 667.3323 l
h
f*
309.0898 641.3102 m
313.852 641.3102 l
h
f*
528.378 615.3449 m
533.1402 615.3449 l
h
f*
315.8929 589.3228 m
320.6551 589.3228 l
h
f*
556.6677 563.3008 m
561.4299 563.3008 l
h
f*
376.5543 511.3134 m
381.3165 511.3134 l
h
f*
489.3165 485.348 m
494.0787 485.348 l
h
f*
461.1969 472.3087 m
470.7213 472.3087 l
h
f*
342.7654 329.3291 m
352.2898 329.3291 l
h
f*
537.9024 264.3024 m
547.4268 264.3024 l
h
f*
551.8488 264.3024 m
561.3732 264.3024 l
h
f*
200.0126 251.3197 m
209.537 251.3197 l
h
f*
230.5134 238.337 m
239.9811 238.337 l
h
f*
203.4142 225.2976 m
212.9386 225.2976 l
h
f*
331.2 212.315 m
340.6677 212.315 l
h
f*
234.4252 199.3323 m
243.9496 199.3323 l
h
f*
485.2346 160.3276 m
494.7591 160.3276 l
h
f*
538.4126 134.3055 m
547.937 134.3055 l
h
f*
552.3591 134.3055 m
561.8835 134.3055 l
h
f*
484.3276 82.3181 m
493.852 82.3181 l
h
f*
0 g
1 j
1 J
0 w
10 0 0 10 200.0125 707.4141 cm
BT
/F5 1 Tf
1 TL
-0.004 Tc
0 0 Td
(emissions.)Tj
4.3596 0 Td
(GCMs)Tj
2.8516 0 Td
(can)Tj
1.6271 0 Td
(reliably)Tj
3.1691 0 Td
(simulate)Tj
3.6 0 Td
(the)Tj
1.4683 0 Td
(global)Tj
2.6249 0 Td
(climate)Tj
3.1294 0 Td
(at)Tj
0.9525 0 Td
(a)Tj
0.6576 0 Td
(coarse)Tj
2.7383 0 Td
(spatial)Tj
2.7779 0 Td
(resolution)Tj
4.2803 0 Td
(in)Tj
1.0318 0 Td
(the)Tj
-35.2684 -1.3039 Td
(order)Tj
2.4207 0 Td
(of)Tj
1.0148 0 Td
(few)Tj
1.6158 0 Td
(hundred)Tj
3.6736 0 Td
(kilometres.)Tj
4.6602 0 Td
(However,)Tj
4.0762 0 Td
(owing)Tj
2.6929 0 Td
(to)Tj
1.0261 0 Td
(their)Tj
2.1033 0 Td
(coarse)Tj
2.7439 0 Td
(spatial)Tj
2.7779 0 Td
(resolution)Tj
4.2747 0 Td
(they)Tj
1.9275 0 Td
(can-)Tj
-35.0076 -1.2982 Td
(not)Tj
1.5703 0 Td
(adequately)Tj
4.5014 0 Td
(simulate)Tj
3.5943 0 Td
(the)Tj
1.4684 0 Td
(catchment)Tj
4.4163 0 Td
(scale)Tj
2.109 0 Td
(climate,)Tj
3.3618 0 Td
(which)Tj
2.6476 0 Td
(is)Tj
0.8504 0 Td
(largely)Tj
2.8573 0 Td
(influenced)Tj
4.4447 0 Td
(by)Tj
1.1849 0 Td
(the)Tj
1.4683 0 Td
(sub-)Tj
-34.4747 -1.2983 Td
(grid-scale)Tj
4.0875 0 Td
(features)Tj
3.3505 0 Td
(such)Tj
2.058 0 Td
(as)Tj
1.0147 0 Td
(topography,)Tj
5.0457 0 Td
(land)Tj
1.9786 0 Td
(use,)Tj
1.7574 0 Td
(and)Tj
1.7291 0 Td
(convective)Tj
4.4447 0 Td
(processes)Tj
3.9685 0 Td
([)Tj
0.83 0.64 0.02 0 k
(3)Tj
0 g
(].)Tj
1.5988 0 Td
(The)Tj
1.7858 0 Td
(majority)Tj
3.6283 0 Td
(of)Tj
-36.4476 -1.2983 Td
(the)Tj
1.4683 0 Td
(catchment)Tj
4.4163 0 Td
(scale)Tj
2.109 0 Td
(applications)Tj
5.04 0 Td
(need)Tj
2.1429 0 Td
(hydroclimatic)Tj
5.7884 0 Td
(data)Tj
1.9162 0 Td
(at)Tj
0.9524 0 Td
(a)Tj
0.652 0 Td
(much)Tj
2.5171 0 Td
(finer)Tj
2.1203 0 Td
(spatial)Tj
2.778 0 Td
(resolution)Tj
-31.9009 -1.3039 Td
(than)Tj
2.0239 0 Td
(that)Tj
1.7801 0 Td
(of)Tj
1.0148 0 Td
(GCM)Tj
2.4888 0 Td
(outputs)Tj
3.2598 0 Td
([)Tj
0.83 0.64 0.02 0 k
(4)Tj
0 g
(].)Tj
1.5988 0 Td
(Therefore,)Tj
4.3936 0 Td
(to)Tj
1.0205 0 Td
(bridge)Tj
2.7836 0 Td
(the)Tj
1.4684 0 Td
(spatial)Tj
2.7779 0 Td
(scale)Tj
2.109 0 Td
(gap)Tj
1.6327 0 Td
(between)Tj
3.5263 0 Td
(the)Tj
1.4683 0 Td
(coarse)Tj
2.7439 0 Td
(res-)Tj
-36.0904 -1.2982 Td
(olution)Tj
3.118 0 Td
(GCM)Tj
2.4945 0 Td
(outputs)Tj
3.2542 0 Td
(and)Tj
1.7348 0 Td
(the)Tj
1.4683 0 Td
(fine)Tj
1.7461 0 Td
(resolution)Tj
4.2803 0 Td
(hydroclimatic)Tj
5.7883 0 Td
(information)Tj
5.074 0 Td
(required)Tj
3.6397 0 Td
(for)Tj
1.3833 0 Td
(catch-)Tj
-33.9815 -1.2983 Td
(ment)Tj
2.3073 0 Td
(scale)Tj
2.109 0 Td
(applications,)Tj
5.2667 0 Td
(dynamic)Tj
3.6964 0 Td
(and)Tj
1.7291 0 Td
(statistical)Tj
3.9118 0 Td
(downscaling)Tj
5.2327 0 Td
(approaches)Tj
4.7339 0 Td
(are)Tj
1.4513 0 Td
(used)Tj
2.0579 0 Td
([)Tj
0.83 0.64 0.02 0 k
(5)Tj
0 g
(].)Tj
-31.2999 -1.3039 Td
(In)Tj
1.1111 0 Td
(dynamic)Tj
3.6964 0 Td
(downscaling,)Tj
5.4595 0 Td
(GCM)Tj
2.4888 0 Td
(outputs)Tj
3.2598 0 Td
(are)Tj
1.4457 0 Td
(fed)Tj
1.4626 0 Td
(into)Tj
1.8369 0 Td
(a)Tj
0.6576 0 Td
(Regional)Tj
3.7304 0 Td
(Climate)Tj
3.3732 0 Td
(Model)Tj
2.8176 0 Td
(\(RCM\))Tj
3.0784 0 Td
(as)Tj
-35.6142 -1.2983 Td
(lateral)Tj
2.6702 0 Td
(boundary)Tj
4.0988 0 Td
(conditions)Tj
4.4788 0 Td
([)Tj
0.83 0.64 0.02 0 k
(6)Tj
0 g
(].)Tj
1.5987 0 Td
(The)Tj
1.7801 0 Td
(high)Tj
2.0126 0 Td
(computational)Tj
6.0491 0 Td
(cost)Tj
1.8085 0 Td
(is)Tj
0.8447 0 Td
(a)Tj
0.6577 0 Td
(major)Tj
2.6078 0 Td
(limitation)Tj
4.1726 0 Td
(in)Tj
1.0375 0 Td
(dynamic)Tj
-33.8171 -1.2983 Td
(downscaling.)Tj
5.4594 0 Td
(Statistical)Tj
4.0195 0 Td
(downscaling)Tj
5.2328 0 Td
(is)Tj
0.8504 0 Td
(based)Tj
2.4718 0 Td
(on)Tj
1.2755 0 Td
(the)Tj
1.4684 0 Td
(concept)Tj
3.3618 0 Td
(of)Tj
1.0148 0 Td
(developing)Tj
4.6035 0 Td
(empirical)Tj
3.9911 0 Td
(statistical)Tj
-33.749 -1.3039 Td
(relationships)Tj
5.3461 0 Td
(between)Tj
3.5319 0 Td
(the)Tj
1.4683 0 Td
(GCM)Tj
2.4945 0 Td
(outputs)Tj
3.2542 0 Td
(and)Tj
1.7291 0 Td
(the)Tj
1.474 0 Td
(catchment)Tj
4.4163 0 Td
(scale)Tj
2.109 0 Td
(hydroclimatic)Tj
5.7827 0 Td
(variables)Tj
3.719 0 Td
([)Tj
0.83 0.64 0.02 0 k
(7)Tj
0 g
(].)Tj
-35.3251 -1.2982 Td
(Statistical)Tj
4.0195 0 Td
(downscaling)Tj
5.2327 0 Td
(depends)Tj
3.5546 0 Td
(on)Tj
1.2756 0 Td
(the)Tj
1.4683 0 Td
(assumption)Tj
4.8586 0 Td
(that)Tj
1.7801 0 Td
(the)Tj
1.4684 0 Td
(relationships)Tj
5.3517 0 Td
(between)Tj
3.5263 0 Td
(the)Tj
1.474 0 Td
(GCM)Tj
-34.0098 -1.2983 Td
(outputs)Tj
3.2541 0 Td
(\(predictorsinputs)Tj
8.073 0 Td
(to)Tj
1.0262 0 Td
(downscaling)Tj
5.2327 0 Td
(models\))Tj
3.4469 0 Td
(and)Tj
1.7291 0 Td
(the)Tj
1.4683 0 Td
(observations)Tj
5.2611 0 Td
(of)Tj
1.0148 0 Td
(the)Tj
1.4684 0 Td
(catchment)Tj
-31.9746 -1.3039 Td
(scale)Tj
2.1089 0 Td
(hydroclimatic)Tj
5.7883 0 Td
(variables)Tj
3.7134 0 Td
(\(predictandsout)Tj
7.302 0 Td
(puts)Tj
1.9219 0 Td
(of)Tj
1.0148 0 Td
(downscaling)Tj
5.2327 0 Td
(models\))Tj
3.4469 0 Td
(in)Tj
1.0318 0 Td
(the)Tj
1.474 0 Td
(past)Tj
1.8312 0 Td
(are)Tj
-34.8659 -1.2983 Td
(valid)Tj
2.1486 0 Td
(for)Tj
1.3833 0 Td
(the)Tj
1.474 0 Td
(future)Tj
2.6532 0 Td
(under)Tj
2.6192 0 Td
(changing)Tj
3.9005 0 Td
(climate)Tj
3.1351 0 Td
([)Tj
0.83 0.64 0.02 0 k
(8)Tj
0 g
(].)Tj
1.5987 0 Td
(This)Tj
1.9899 0 Td
(assumption)Tj
4.8585 0 Td
(is)Tj
0.8504 0 Td
(called)Tj
2.5172 0 Td
(the)Tj
1.474 0 Td
(stationarity)Tj
-30.6026 -1.2982 Td
(assumption)Tj
4.8585 0 Td
(of)Tj
1.0148 0 Td
(the)Tj
1.474 0 Td
(predictor-predictand)Tj
8.6116 0 Td
(relationships)Tj
5.3518 0 Td
(\(PPRs\).)Tj
3.2258 0 Td
(Unlike)Tj
2.9367 0 Td
(dynamic)Tj
3.6963 0 Td
(downscaling,)Tj
-31.1695 -1.2983 Td
(statistical)Tj
3.9061 0 Td
(downscaling)Tj
5.2327 0 Td
(is)Tj
0.8504 0 Td
(associated)Tj
4.2576 0 Td
(with)Tj
1.9956 0 Td
(much)Tj
2.5171 0 Td
(less)Tj
1.6158 0 Td
(computational)Tj
6.0434 0 Td
(costs)Tj
2.1713 0 Td
([)Tj
0.83 0.64 0.02 0 k
(9)Tj
0 g
(])Tj
1.3776 0 Td
(and)Tj
1.7292 0 Td
(hence)Tj
2.5681 0 Td
(it)Tj
0.7881 0 Td
(has)Tj
-35.053 -1.3039 Td
(gained)Tj
2.8856 0 Td
(wide)Tj
2.1203 0 Td
(popularity)Tj
4.3597 0 Td
(in)Tj
1.0374 0 Td
(the)Tj
1.4684 0 Td
(downscaling)Tj
5.2327 0 Td
(scientific)Tj
3.7871 0 Td
(community)Tj
4.8869 0 Td
([)Tj
0.83 0.64 0.02 0 k
(10)Tj
0 g
(].)Tj
-24.5819 -1.2983 Td
(The)Tj
1.7858 0 Td
(projections)Tj
4.6998 0 Td
(of)Tj
1.0148 0 Td
(hydroclimatic)Tj
5.7883 0 Td
(variables)Tj
3.719 0 Td
(produced)Tj
4.0479 0 Td
(in)Tj
1.0318 0 Td
(statistical)Tj
3.9118 0 Td
(downscaling)Tj
5.2327 0 Td
(studies)Tj
2.982 0 Td
(are)Tj
-35.4101 -1.2983 Td
(subject)Tj
3.016 0 Td
(to)Tj
1.0261 0 Td
(uncertainties)Tj
5.4142 0 Td
(that)Tj
1.7744 0 Td
(arise)Tj
2.0807 0 Td
(from)Tj
2.2053 0 Td
(numerous)Tj
4.303 0 Td
(sources)Tj
3.1974 0 Td
(\(some)Tj
2.6702 0 Td
(of)Tj
1.0148 0 Td
(these)Tj
2.2564 0 Td
(uncertainties)Tj
5.4085 0 Td
(are)Tj
1.4513 0 Td
(also)Tj
-35.8183 -1.3039 Td
(valid)Tj
2.1486 0 Td
(for)Tj
1.3833 0 Td
(dynamic)Tj
3.6964 0 Td
(downscaling\).)Tj
5.7996 0 Td
(The)Tj
1.7801 0 Td
(sources)Tj
3.1975 0 Td
(of)Tj
1.0148 0 Td
(uncertainties)Tj
5.4141 0 Td
(in)Tj
1.0318 0 Td
(a)Tj
0.6577 0 Td
(downscaling)Tj
5.2327 0 Td
(study)Tj
2.3868 0 Td
(include:)Tj
-33.7434 -1.2982 Td
(GHG)Tj
2.4151 0 Td
(emission)Tj
3.7757 0 Td
(scenarios)Tj
3.9174 0 Td
(used)Tj
2.058 0 Td
(to)Tj
1.0261 0 Td
(force)Tj
2.2337 0 Td
(GCMs,)Tj
3.0784 0 Td
(GCMs)Tj
2.8516 0 Td
(used)Tj
2.0636 0 Td
(to)Tj
1.0205 0 Td
(provide)Tj
3.2882 0 Td
(inputs)Tj
2.7439 0 Td
(to)Tj
1.0261 0 Td
(downscaling)Tj
-31.4983 -1.2983 Td
(models,)Tj
3.3278 0 Td
(various)Tj
3.1464 0 Td
(techniques)Tj
4.5241 0 Td
(used)Tj
2.0636 0 Td
(for)Tj
1.3833 0 Td
(developing)Tj
4.6034 0 Td
(downscaling)Tj
5.2328 0 Td
(models,)Tj
3.3278 0 Td
(non-homogeneity)Tj
7.4154 0 Td
(in)Tj
-35.0246 -1.3039 Td
(inputs)Tj
2.7382 0 Td
(to)Tj
1.0261 0 Td
(downscaling)Tj
5.2328 0 Td
(models,)Tj
3.3278 0 Td
(specific)Tj
3.1918 0 Td
(methodologies)Tj
6.1001 0 Td
(employed)Tj
4.1442 0 Td
(in)Tj
1.0319 0 Td
(developing)Tj
4.6034 0 Td
(downscaling)Tj
-31.3963 -1.2983 Td
(models)Tj
3.101 0 Td
(\(e.g.)Tj
1.9049 0 Td
(how)Tj
1.9389 0 Td
(predictors)Tj
4.2859 0 Td
(are)Tj
1.4457 0 Td
(selected)Tj
3.3505 0 Td
(and)Tj
1.7292 0 Td
(pre-processed,)Tj
6.0264 0 Td
(use)Tj
1.5307 0 Td
(of)Tj
1.0148 0 Td
(cross-validation)Tj
6.5763 0 Td
(instead)Tj
3.0841 0 Td
(of)Tj
-35.9884 -1.2983 Td
(traditional)Tj
4.4163 0 Td
(calibration)Tj
4.5241 0 Td
(and)Tj
1.7348 0 Td
(validation,)Tj
4.4276 0 Td
(and)Tj
1.7292 0 Td
(how)Tj
1.9389 0 Td
(outputs)Tj
3.2598 0 Td
(are)Tj
1.4456 0 Td
(post-processed\),)Tj
6.7351 0 Td
(stationarity)Tj
-30.2114 -1.2982 Td
(assumption)Tj
4.8585 0 Td
(of)Tj
1.0148 0 Td
(PPRs)Tj
2.3244 0 Td
(and)Tj
1.7291 0 Td
(stationarity)Tj
4.7565 0 Td
(assumption)Tj
4.8642 0 Td
(of)Tj
1.0148 0 Td
(bias/bias-correction)Tj
8.1808 0 Td
(approaches)Tj
4.7338 0 Td
(\(bias)Tj
-33.4769 -1.3039 Td
(refers)Tj
2.4547 0 Td
(to)Tj
1.0262 0 Td
(errors)Tj
2.6248 0 Td
(in)Tj
1.0375 0 Td
(downscaling)Tj
5.2327 0 Td
(model)Tj
2.744 0 Td
(outputs\),)Tj
3.821 0 Td
(and)Tj
1.7348 0 Td
(the)Tj
1.4684 0 Td
(quality)Tj
2.9536 0 Td
(of)Tj
1.0148 0 Td
(observations)Tj
5.2611 0 Td
(against)Tj
3.0274 0 Td
(which)Tj
-34.401 -1.2983 Td
(downscaling)Tj
5.2327 0 Td
(models)Tj
3.1011 0 Td
(are)Tj
1.4513 0 Td
(calibrated)Tj
4.1555 0 Td
([)Tj
0.83 0.64 0.02 0 k
(11)Tj
0 g
(].)Tj
2.075 0 Td
(These)Tj
2.5682 0 Td
(uncertainties)Tj
5.4084 0 Td
(can)Tj
1.6271 0 Td
(largely)Tj
2.863 0 Td
(influence)Tj
3.9174 0 Td
(the)Tj
1.4684 0 Td
(future)Tj
-33.8681 -1.2983 Td
(hydroclimatic)Tj
5.7883 0 Td
(projections.)Tj
-4.5921 -1.3039 Td
(To)Tj
1.3379 0 Td
(the)Tj
1.474 0 Td
(date)Tj
1.8992 0 Td
(some)Tj
2.3357 0 Td
(of)Tj
1.0148 0 Td
(the)Tj
1.4684 0 Td
(above)Tj
2.5455 0 Td
(sources)Tj
3.1918 0 Td
(of)Tj
1.0148 0 Td
(uncertainties)Tj
5.4141 0 Td
(have)Tj
2.0636 0 Td
(been)Tj
2.1203 0 Td
(investigated)Tj
4.989 0 Td
(in)Tj
1.0374 0 Td
(detail)Tj
2.4151 0 Td
(and)Tj
-35.5178 -1.2982 Td
(in)Tj
1.0261 0 Td
(certain)Tj
2.9763 0 Td
(instances)Tj
3.8778 0 Td
(potential)Tj
3.7531 0 Td
(solutions)Tj
3.8324 0 Td
(to)Tj
1.0148 0 Td
(reduce)Tj
2.9083 0 Td
(the)Tj
1.4627 0 Td
(uncertainties)Tj
5.4028 0 Td
(that)Tj
1.7688 0 Td
(arise)Tj
2.0693 0 Td
(from)Tj
2.1996 0 Td
(those)Tj
2.3301 0 Td
(sources)Tj
-34.6221 -1.2983 Td
(have)Tj
2.0579 0 Td
(been)Tj
2.126 0 Td
(developed.)Tj
4.4957 0 Td
(As)Tj
1.2642 0 Td
(examples:)Tj
4.1329 0 Td
(use)Tj
1.5364 0 Td
(of)Tj
1.0148 0 Td
(multiple)Tj
3.5659 0 Td
(GHG)Tj
2.4151 0 Td
(emission)Tj
3.7758 0 Td
(scenarios)Tj
3.9174 0 Td
(to)Tj
1.0262 0 Td
(quantify)Tj
3.5432 0 Td
(the)Tj
-34.8715 -1.3039 Td
(impact)Tj
2.9763 0 Td
(of)Tj
1.0148 0 Td
(changes)Tj
3.4072 0 Td
(in)Tj
1.0318 0 Td
(the)Tj
1.474 0 Td
(anthropogenic)Tj
6.0548 0 Td
(GHG)Tj
2.4208 0 Td
(emissions)Tj
4.1329 0 Td
(on)Tj
1.2755 0 Td
(catchment)Tj
4.4221 0 Td
(scale)Tj
2.1033 0 Td
(climate)Tj
3.1351 0 Td
([)Tj
0.83 0.64 0.02 0 k
(12)Tj
0 g
(,)Tj
0.83 0.64 0.02 0 k
1.7348 0 Td
(13)Tj
0 g
(,)Tj
0.83 0.64 0.02 0 k
-35.1834 -1.2983 Td
(14)Tj
0 g
(],)Tj
1.7347 0 Td
(scenario)Tj
3.5547 0 Td
(neutral)Tj
3.0727 0 Td
(approach)Tj
3.9515 0 Td
(for)Tj
1.3833 0 Td
(reducing)Tj
3.7757 0 Td
(the)Tj
1.4683 0 Td
(dependence)Tj
5.0117 0 Td
(on)Tj
1.2755 0 Td
(multiple)Tj
3.566 0 Td
(GHG)Tj
2.4151 0 Td
(emission)Tj
3.7757 0 Td
(sce-)Tj
-34.9849 -1.2983 Td
(narios)Tj
2.7099 0 Td
([)Tj
0.83 0.64 0.02 0 k
(15)Tj
0 g
(],)Tj
2.0749 0 Td
(identification)Tj
5.5842 0 Td
(of)Tj
1.0148 0 Td
(GCMs)Tj
2.8517 0 Td
(that)Tj
1.7801 0 Td
(better)Tj
2.5398 0 Td
(simulate)Tj
3.6 0 Td
(the)Tj
1.4683 0 Td
(climate)Tj
3.1351 0 Td
(over)Tj
1.9729 0 Td
(the)Tj
1.474 0 Td
(region)Tj
2.8007 0 Td
(of)Tj
1.0148 0 Td
(interest)Tj
-34.0212 -1.3039 Td
([)Tj
0.83 0.64 0.02 0 k
(16)Tj
0 g
(],)Tj
2.0749 0 Td
(use)Tj
1.5307 0 Td
(of)Tj
1.0148 0 Td
(ensemble)Tj
3.9741 0 Td
(techniques)Tj
4.5298 0 Td
(to)Tj
1.0261 0 Td
(combine)Tj
3.7134 0 Td
(the)Tj
1.4683 0 Td
(outputs)Tj
3.2598 0 Td
(of)Tj
1.0148 0 Td
(downscaling)Tj
5.2328 0 Td
(models)Tj
3.1067 0 Td
(produced)Tj
-31.9462 -1.2982 Td
(with)Tj
1.9955 0 Td
(outputs)Tj
3.2598 0 Td
(of)Tj
1.0148 0 Td
(different)Tj
3.6567 0 Td
(GCMs)Tj
2.8517 0 Td
([)Tj
0.83 0.64 0.02 0 k
(17)Tj
0 g
(],)Tj
2.0749 0 Td
(and)Tj
1.7291 0 Td
(derivation)Tj
4.32 0 Td
(of)Tj
1.0148 0 Td
(homogeneous)Tj
5.8393 0 Td
(inputs)Tj
2.7383 0 Td
(to)Tj
1.0261 0 Td
(downscaling)Tj
-31.521 -1.2983 Td
(models)Tj
3.101 0 Td
([)Tj
0.83 0.64 0.02 0 k
(18)Tj
0 g
(].)Tj
2.0806 0 Td
(In)Tj
1.1056 0 Td
(statistical)Tj
3.9117 0 Td
(downscaling)Tj
5.2328 0 Td
(the)Tj
1.4683 0 Td
(uncertainties)Tj
5.4141 0 Td
(arising)Tj
2.931 0 Td
(from)Tj
2.2054 0 Td
(the)Tj
1.474 0 Td
(stationarity)Tj
4.7565 0 Td
(assump-)Tj
-33.681 -1.2983 Td
(tion)Tj
1.8425 0 Td
(of)Tj
1.0148 0 Td
(PPRs)Tj
2.3187 0 Td
(and)Tj
1.7291 0 Td
(stationarity)Tj
4.7622 0 Td
(assumption)Tj
4.8585 0 Td
(of)Tj
1.0148 0 Td
(bias/bias-correction)Tj
8.1808 0 Td
(approaches,)Tj
4.9606 0 Td
(have)Tj
2.0579 0 Td
(not)Tj
1.5761 0 Td
(been)Tj
-34.316 -1.3039 Td
(investigated)Tj
4.9889 0 Td
(adequately.)Tj
4.7225 0 Td
(However,)Tj
4.0762 0 Td
(the)Tj
1.4683 0 Td
(validity)Tj
3.1691 0 Td
(of)Tj
1.0148 0 Td
(the)Tj
1.4684 0 Td
(stationarity)Tj
4.7621 0 Td
(assumption)Tj
4.8643 0 Td
(of)Tj
1.0148 0 Td
(the)Tj
1.4683 0 Td
(PPRs)Tj
2.3187 0 Td
(is)Tj
-35.3364 -1.2983 Td
(questionable)Tj
5.2667 0 Td
(under)Tj
2.6192 0 Td
(non-stationary)Tj
6.1511 0 Td
(climate)Tj
3.1351 0 Td
(likely)Tj
2.3528 0 Td
(to)Tj
1.0261 0 Td
(occur)Tj
2.4718 0 Td
(in)Tj
1.0375 0 Td
(the)Tj
1.4683 0 Td
(future)Tj
2.6532 0 Td
([)Tj
0.83 0.64 0.02 0 k
(19)Tj
0 g
(].)Tj
-26.9856 -1.2982 Td
(It)Tj
0.8617 0 Td
(has)Tj
1.542 0 Td
(been)Tj
2.1203 0 Td
(found)Tj
2.6192 0 Td
(that)Tj
1.7802 0 Td
(the)Tj
1.4683 0 Td
(constants)Tj
4.0025 0 Td
(and)Tj
1.7291 0 Td
(coefficients)Tj
4.7395 0 Td
(in)Tj
1.0375 0 Td
(the)Tj
1.4683 0 Td
(PPRs)Tj
2.3188 0 Td
(developed)Tj
4.2746 0 Td
(using)Tj
2.3867 0 Td
(multi-lin-)Tj
-33.5449 -1.3039 Td
(ear)Tj
1.4456 0 Td
(regression)Tj
4.32 0 Td
(\(MLR\))Tj
2.9537 0 Td
(technique)Tj
4.1669 0 Td
(can)Tj
1.627 0 Td
(be)Tj
1.1509 0 Td
(used)Tj
2.0579 0 Td
(to)Tj
1.0262 0 Td
(detect)Tj
2.6135 0 Td
(non-stationarities)Tj
7.3133 0 Td
(in)Tj
1.0318 0 Td
(the)Tj
1.4741 0 Td
(PPRs)Tj
2.3187 0 Td
([)Tj
0.83 0.64 0.02 0 k
(20)Tj
0 g
(,)Tj
0.83 0.64 0.02 0 k
1.7348 0 Td
(21)Tj
0 g
(].)Tj
-35.2344 -1.2983 Td
(However,)Tj
4.0761 0 Td
(in)Tj
1.0375 0 Td
(these)Tj
2.2507 0 Td
(studies)Tj
2.9877 0 Td
(a)Tj
0.652 0 Td
(methodology)Tj
5.5048 0 Td
(to)Tj
1.0262 0 Td
(account)Tj
3.3845 0 Td
(for)Tj
1.3833 0 Td
(the)Tj
1.4683 0 Td
(non-stationarities)Tj
7.3134 0 Td
(in)Tj
1.0375 0 Td
(the)Tj
1.4683 0 Td
(PPRs)Tj
2.3187 0 Td
(of)Tj
-35.909 -1.2983 Td
(statistical)Tj
3.9061 0 Td
(downscaling)Tj
5.2327 0 Td
(models)Tj
3.1067 0 Td
(under)Tj
2.6192 0 Td
(changing)Tj
3.9005 0 Td
(climate)Tj
3.1294 0 Td
(was)Tj
1.7008 0 Td
(not)Tj
1.576 0 Td
(investigated.)Tj
5.2101 0 Td
(If)Tj
0.8504 0 Td
(non-stationari-)Tj
-31.2319 -1.3039 Td
(ties)Tj
1.5703 0 Td
(in)Tj
1.0318 0 Td
(the)Tj
1.474 0 Td
(PPRs)Tj
2.3188 0 Td
(are)Tj
1.4456 0 Td
(observed)Tj
3.7984 0 Td
(in)Tj
1.0375 0 Td
(the)Tj
1.4683 0 Td
(past,)Tj
2.058 0 Td
(there)Tj
2.262 0 Td
(is)Tj
0.8504 0 Td
(a)Tj
0.652 0 Td
(high)Tj
2.0069 0 Td
(likelihood)Tj
4.2349 0 Td
(that)Tj
1.7802 0 Td
(such)Tj
2.0579 0 Td
(non-stationarities)Tj
-30.047 -1.2982 Td
(in)Tj
1.0318 0 Td
(the)Tj
1.474 0 Td
(PPRs)Tj
2.3187 0 Td
(will)Tj
1.6611 0 Td
(be)Tj
1.1508 0 Td
(present)Tj
3.1635 0 Td
(in)Tj
1.0375 0 Td
(the)Tj
1.4683 0 Td
(future,)Tj
2.8856 0 Td
(under)Tj
2.6192 0 Td
(non-stationary)Tj
6.1455 0 Td
(climate)Tj
3.1351 0 Td
([)Tj
0.83 0.64 0.02 0 k
(20)Tj
0 g
(].)Tj
2.075 0 Td
(Therefore,)Tj
4.3936 0 Td
(there)Tj
2.2621 0 Td
(is)Tj
ET
Q
q
1 j
1 J
0 w
576 737.1 m
36 737.1 l
36 737.6 l
576 737.6 l
f*
36 741.2598 107.1496 23.6976 re
W* n
q
107.0929 0 0 23.6409 36 741.3165 cm
q
/I0 Do
Q
Q
Q
q
0 0 612 792 re
W* n
1 j
1 J
0 w
7.9999 0 0 7.9999 342.3118 745.7952 cm
BT
/F0 1 Tf
1 TL
-0.005 Tc
0 0 Td
(Downscali)Tj
4.4716 0 Td
(ng)Tj
1.3111 0 Td
(Accountin)Tj
4.3158 0 Td
(g)Tj
0.7653 0 Td
(for)Tj
1.3677 0 Td
(Predict)Tj
3.0544 0 Td
(or-Predicta)Tj
4.8048 0 Td
(nd)Tj
1.311 0 Td
(Non-Stationar)Tj
6.0662 0 Td
(ities)Tj
ET
Q
q
1 j
1 J
0 w
36 48.0002 m
576 48.0002 l
576 47.5002 l
36 47.5002 l
f*
7.9999 0 0 7.9999 36 36 cm
BT
/F0 1 Tf
1 TL
-0.005 Tc
0 0 Td
(PLOS)Tj
2.8559 0 Td
(ONE)Tj
2.3669 0 Td
(|)Tj
0.4748 0 Td
(DOI:10.137)Tj
5.0387 0 Td
(1/journal.po)Tj
5.1236 0 Td
(ne.0168)Tj
3.5434 0 Td
(701)Tj
2.6362 0 Td
(December)Tj
4.7622 0 Td
(20,)Tj
1.5874 0 Td
(2016)Tj
36.7515 0 Td
(2)Tj
0.7654 0 Td
(/)Tj
0.496 0 Td
(21)Tj
ET
Q
q
0.83 0.64 0.02 0 k
1 j
1 J
0 w
99.0425 685.6441 m
167.9811 685.6441 l
h
f*
0 g
7.9999 0 0 7.9999 36 708.7181 cm
BT
/F7 1 Tf
1 TL
-0.025 Tc
0 0 Td
(Funding:)Tj
/F8 1 Tf
3.5716 0 Td
(The)Tj
1.5874 0 Td
(authors)Tj
3.0473 0 Td
(wish)Tj
1.9488 0 Td
(to)Tj
0.9497 0 Td
(acknowled)Tj
3.9331 0 Td
(ge)Tj
1.1197 0 Td
(the)Tj
-16.1576 -1.3748 Td
(financial)Tj
3.2669 0 Td
(assistance)Tj
4.089 0 Td
(provided)Tj
3.4583 0 Td
(by)Tj
1.1126 0 Td
(the)Tj
1.3748 0 Td
(Victoria)Tj
-13.3016 -1.3748 Td
(University)Tj
3.6921 0 Td
(,)Tj
0.4465 0 Td
(Australia)Tj
3.4299 0 Td
(\()Tj
0.83 0.64 0.02 0 k
(https://www)Tj
4.8402 0 Td
(.vu.edu.au/)Tj
0 g
(\))Tj
4.6134 0 Td
(for)Tj
-17.0221 -1.3748 Td
(this)Tj
1.5661 0 Td
(project.)Tj
/F7 1 Tf
-1.5661 -2.126 Td
(Competing)Tj
4.3795 0 Td
(Interests)Tj
3.3307 0 Td
(:)Tj
/F8 1 Tf
0.4819 0 Td
(The)Tj
1.5875 0 Td
(authors)Tj
3.0401 0 Td
(have)Tj
1.963 0 Td
(declared)Tj
-14.7827 -1.3748 Td
(that)Tj
1.6228 0 Td
(no)Tj
1.1693 0 Td
(competing)Tj
4.1599 0 Td
(interests)Tj
ET
endstream
endobj
36 0 obj
<>stream
endstream
endobj
37 0 obj
<>stream
endstream
endobj
38 0 obj
<>stream
endstream
endobj
39 0 obj
<>stream
endstream
endobj
40 0 obj
<>stream
endstream
endobj
41 0 obj
<>stream
endstream
endobj
42 0 obj
<>stream
endstream
endobj
43 0 obj
<>stream
endstream
endobj
44 0 obj
<>stream
endstream
endobj
45 0 obj
<>stream
endstream
endobj
46 0 obj
<>stream
endstream
endobj
47 0 obj
<>stream
endstream
endobj
48 0 obj
<>stream
endstream
endobj
49 0 obj
<>stream
endstream
endobj
50 0 obj
<>stream
endstream
endobj
51 0 obj
<>stream
endstream
endobj
52 0 obj
<>stream
endstream
endobj
53 0 obj
<>stream
endstream
endobj
54 0 obj
<>stream
BT
10.3394 -7.6252 Td
(exist.)Tj
ET
Q
endstream
endobj
55 0 obj
<>/XObject<>>>/CropBox[0 0 612 792]/MediaBox[0 0 612 792]/Parent 10 0 R/Annots 58 0 R/Contents 59 0 R/TrimBox[0 0 612 792]>>
endobj
58 0 obj
[60 0 R 61 0 R 62 0 R 63 0 R 64 0 R 65 0 R 66 0 R 67 0 R 68 0 R 69 0 R]
endobj
60 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref011)>>
endobj
61 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref022)>>
endobj
62 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref023)>>
endobj
63 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref019)>>
endobj
64 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref022)>>
endobj
65 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref024)>>
endobj
66 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.g001)>>
endobj
67 0 obj
<>/Border[0 0 0]/A 70 0 R>>
endobj
70 0 obj
<>
endobj
68 0 obj
<>/Border[0 0 0]/Dest(Rpone.0168701.ref025)>>
endobj
69 0 obj
<>/Border[0 0 0]/A 71 0 R>>
endobj
71 0 obj
<>
endobj
59 0 obj
[72 0 R 73 0 R 74 0 R 75 0 R 76 0 R 77 0 R 78 0 R 79 0 R 80 0 R]
endobj
72 0 obj
<>stream
q
0.83 0.64 0.02 0 k
392.7685 693.2976 m
402.2362 693.2976 l
h
f*
283.8614 667.3323 m
293.3858 667.3323 l
h
f*
249.3921 628.3276 m
258.9165 628.3276 l
h
f*
263.3953 628.3276 m
272.9197 628.3276 l
h
f*
421.3417 628.3276 m
430.8094 628.3276 l
h
f*
234.3685 615.3449 m
243.8362 615.3449 l
h
f*
311.6976 354.8976 m
331.2567 354.8976 l
h
f*
262.9984 289.9276 m
426.8976 289.9276 l
h
f*
300.9827 250.9228 m
310.5071 250.9228 l
h
f*
411.1937 107.9433 m
521.0079 107.9433 l
h
f*
0 g
1 j
1 J
0 w
10 0 0 10 200.0125 707.4141 cm
BT
/F5 1 Tf
1 TL
-0.004 Tc
0 0 Td
(a)Tj
0.6462 0 Td
(need)Tj
2.1374 0 Td
(for)Tj
1.3776 0 Td
(developing)Tj
4.5921 0 Td
(downscaling)Tj
5.227 0 Td
(approaches)Tj
4.7282 0 Td
(that)Tj
1.7745 0 Td
(can)Tj
1.6157 0 Td
(explicitly)Tj
3.8268 0 Td
(account)Tj
3.3732 0 Td
(for)Tj
1.3776 0 Td
(the)Tj
1.4627 0 Td
(non-stationa-)Tj
-32.139 -1.3039 Td
(rities)Tj
2.2053 0 Td
(in)Tj
1.0375 0 Td
(the)Tj
1.4683 0 Td
(PPRs)Tj
2.3244 0 Td
(under)Tj
2.6135 0 Td
(non-stationary)Tj
6.1512 0 Td
(climate)Tj
3.1351 0 Td
([)Tj
0.83 0.64 0.02 0 k
(11)Tj
0 g
(].)Tj
2.0749 0 Td
(To)Tj
1.338 0 Td
(the)Tj
1.4683 0 Td
(date,)Tj
2.1316 0 Td
(there)Tj
2.2621 0 Td
(are)Tj
1.4513 0 Td
(only)Tj
1.9729 0 Td
(a)Tj
0.6576 0 Td
(few)Tj
1.6158 0 Td
(studies)Tj
-33.9078 -1.2982 Td
(that)Tj
1.7744 0 Td
(have)Tj
2.0636 0 Td
(investigated)Tj
4.989 0 Td
(potential)Tj
3.7587 0 Td
(approaches)Tj
4.7395 0 Td
(for)Tj
1.3833 0 Td
(handling)Tj
3.7871 0 Td
(non-stationarities)Tj
7.3076 0 Td
(in)Tj
1.0375 0 Td
(the)Tj
1.4683 0 Td
(PPRs)Tj
2.3244 0 Td
(in)Tj
1.0318 0 Td
(sta-)Tj
-35.6652 -1.2983 Td
(tistical)Tj
2.8119 0 Td
(downscaling)Tj
5.2327 0 Td
([)Tj
0.83 0.64 0.02 0 k
(22)Tj
0 g
(].)Tj
2.0806 0 Td
(In)Tj
1.1055 0 Td
(these)Tj
2.2564 0 Td
(studies,)Tj
3.2088 0 Td
(potential)Tj
3.7644 0 Td
(approaches)Tj
4.7338 0 Td
(for)Tj
1.389 0 Td
(handling)Tj
3.7814 0 Td
(non-stationarities)Tj
-30.3645 -1.2983 Td
(in)Tj
1.0318 0 Td
(the)Tj
1.474 0 Td
(PPRs)Tj
2.3187 0 Td
(in)Tj
1.0375 0 Td
(statistical)Tj
3.9061 0 Td
(downscaling)Tj
5.2327 0 Td
(have)Tj
2.0636 0 Td
(been)Tj
2.1203 0 Td
(developed:)Tj
4.4957 0 Td
(considering)Tj
4.9323 0 Td
(the)Tj
1.4683 0 Td
(changes)Tj
3.4016 0 Td
(in)Tj
1.0374 0 Td
(the)Tj
-34.52 -1.3039 Td
(occurrence)Tj
4.6601 0 Td
(frequency)Tj
4.1896 0 Td
(of)Tj
1.0148 0 Td
(modes)Tj
2.8573 0 Td
(of)Tj
1.0148 0 Td
(natural)Tj
3.084 0 Td
(variability)Tj
4.218 0 Td
(of)Tj
1.0148 0 Td
(climate)Tj
3.1351 0 Td
(as)Tj
1.0147 0 Td
(an)Tj
1.2019 0 Td
(indicator)Tj
3.8665 0 Td
(of)Tj
1.0148 0 Td
(changes)Tj
3.4015 0 Td
(in)Tj
-35.6879 -1.2982 Td
(the)Tj
1.4683 0 Td
(climate)Tj
3.1351 0 Td
([)Tj
0.83 0.64 0.02 0 k
(23)Tj
0 g
(,)Tj
0.83 0.64 0.02 0 k
1.7348 0 Td
(19)Tj
0 g
(],)Tj
1.7348 0 Td
(using)Tj
2.3924 0 Td
(a)Tj
0.652 0 Td
(moving)Tj
3.2825 0 Td
(window)Tj
3.4412 0 Td
(approach)Tj
3.9515 0 Td
([)Tj
0.83 0.64 0.02 0 k
(22)Tj
0 g
(])Tj
1.8481 0 Td
(and)Tj
1.7292 0 Td
(employing)Tj
4.473 0 Td
(wavelet)Tj
3.1805 0 Td
(transfor-)Tj
-33.0234 -1.2983 Td
(mation)Tj
3.0954 0 Td
([)Tj
0.83 0.64 0.02 0 k
(24)Tj
0 g
(].)Tj
-1.8992 -1.3039 Td
(This)Tj
1.9899 0 Td
(paper)Tj
2.4831 0 Td
(presents)Tj
3.5263 0 Td
(a)Tj
0.6519 0 Td
(novel)Tj
2.3981 0 Td
(approach)Tj
3.9515 0 Td
(based)Tj
2.4775 0 Td
(on)Tj
1.2756 0 Td
(the)Tj
1.4683 0 Td
(use)Tj
1.5307 0 Td
(of)Tj
1.0148 0 Td
(a)Tj
0.652 0 Td
(moving)Tj
3.2825 0 Td
(window)Tj
3.4412 0 Td
(to)Tj
1.0261 0 Td
(incorporate)Tj
-32.3657 -1.2983 Td
(the)Tj
1.4683 0 Td
(non-stationarities)Tj
7.3133 0 Td
(in)Tj
1.0318 0 Td
(the)Tj
1.474 0 Td
(large)Tj
2.16 0 Td
(scale)Tj
2.1033 0 Td
(climate)Tj
3.1351 0 Td
(in)Tj
1.0375 0 Td
(the)Tj
1.4683 0 Td
(PPRs)Tj
2.3188 0 Td
(in)Tj
1.0374 0 Td
(statistical)Tj
3.9061 0 Td
(downscaling)Tj
5.2328 0 Td
(models.)Tj
-33.6867 -1.2983 Td
(The)Tj
1.7801 0 Td
(next)Tj
1.9559 0 Td
(sections)Tj
3.4129 0 Td
(of)Tj
1.0148 0 Td
(the)Tj
1.4683 0 Td
(paper)Tj
2.4831 0 Td
(provide)Tj
3.2882 0 Td
(the)Tj
1.4684 0 Td
(details)Tj
2.7779 0 Td
(of)Tj
1.0148 0 Td
(Study)Tj
2.897 0 Td
(Area)Tj
2.1316 0 Td
(and)Tj
1.7291 0 Td
(Data,)Tj
2.744 0 Td
(Methodology,)Tj
-30.1661 -1.3039 Td
(Results)Tj
3.8437 0 Td
(and)Tj
1.7291 0 Td
(Discussion)Tj
5.3631 0 Td
(in)Tj
1.0375 0 Td
(relation)Tj
3.3165 0 Td
(to)Tj
1.0262 0 Td
(a)Tj
0.6519 0 Td
(case)Tj
1.8595 0 Td
(study.)Tj
ET
Q
q
1 j
1 J
0 w
11.9999 0 0 11.9999 200.0125 529.0015 cm
BT
/F2 1 Tf
1 TL
-0.0033 Tc
0 0 Td
(Study)Tj
2.9811 0 Td
(Area)Tj
2.4142 0 Td
(and)Tj
1.989 0 Td
(Data)Tj
ET
Q
q
1 j
1 J
0 w
10 0 0 10 200.0125 511.9937 cm
BT
/F5 1 Tf
1 TL
-0.004 Tc
0 0 Td
(The)Tj
1.7801 0 Td
(operational)Tj
4.7735 0 Td
(area)Tj
1.8822 0 Td
(\(about)Tj
2.8346 0 Td
(62,000)Tj
2.8233 0 Td
(km)Tj
ET
Q
q
1 j
1 J
0 w
7.4999 0 0 6.6659 354.1039 516.4157 cm
BT
/F5 1 Tf
1 TL
-0.0053 Tc
0 0 Td
(2)Tj
ET
Q
q
1 j
1 J
0 w
10 0 0 10 357.6755 511.9937 cm
BT
/F5 1 Tf
1 TL
-0.004 Tc
0 0 Td
(\))Tj
0.5612 0 Td
(of)Tj
1.0148 0 Td
(Grampians)Tj
4.6885 0 Td
(Wimmera)Tj
4.32 0 Td
(Mallee)Tj
2.8856 0 Td
(Water)Tj
2.7156 0 Td
(Corporation)Tj
-31.9518 -1.2982 Td
(\(GWMWater\))Tj
5.964 0 Td
(is)Tj
0.8447 0 Td
(located)Tj
3.0784 0 Td
(in)Tj
1.0318 0 Td
(the)Tj
1.4684 0 Td
(northwestern)Tj
5.5784 0 Td
(part)Tj
1.8425 0 Td
(of)Tj
1.0092 0 Td
(Victoria,)Tj
3.7076 0 Td
(Australia.)Tj
4.0649 0 Td
(For)Tj
1.6271 0 Td
(the)Tj
1.4683 0 Td
(demonstration)Tj
-31.6853 -1.3039 Td
(of)Tj
1.0147 0 Td
(the)Tj
1.4684 0 Td
(methodology,)Tj
5.7316 0 Td
(precipitation)Tj
5.3574 0 Td
(stations)Tj
3.2938 0 Td
(at)Tj
0.9524 0 Td
(Halls)Tj
2.2791 0 Td
(Gap)Tj
1.8822 0 Td
(\(Lat.)Tj
/F10 1 Tf
2.0579 0 Td
[()]TJ
/F5 1 Tf
(37.14,)Tj
3.5376 0 Td
(Lon.)Tj
2.0353 0 Td
(142.52,)Tj
3.4412 0 Td
(elevation)Tj
-33.0516 -1.2983 Td
(257)Tj
1.644 0 Td
(m)Tj
1.0432 0 Td
(from)Tj
2.2053 0 Td
(mean)Tj
2.4435 0 Td
(sea)Tj
1.44 0 Td
(level\),)Tj
2.5795 0 Td
(Birchip)Tj
3.1748 0 Td
(\(Lat.)Tj
/F10 1 Tf
2.0521 0 Td
[()]TJ
/F5 1 Tf
(35.98,)Tj
3.5376 0 Td
(Lon.)Tj
2.041 0 Td
(142.92,)Tj
3.4412 0 Td
(elevation)Tj
3.8211 0 Td
(102)Tj
1.6441 0 Td
(m)Tj
1.0431 0 Td
(from)Tj
2.2054 0 Td
(mean)Tj
-34.3159 -1.2983 Td
(sea)Tj
1.4343 0 Td
(level\))Tj
2.3584 0 Td
(and)Tj
1.7291 0 Td
(Swan)Tj
2.3641 0 Td
(Hill)Tj
1.7461 0 Td
(\(Lat.)Tj
/F10 1 Tf
2.0523 0 Td
[()]TJ
/F5 1 Tf
(35.34,)Tj
3.5376 0 Td
(Lon.)Tj
2.0408 0 Td
(143.55,)Tj
3.4413 0 Td
(elevation)Tj
3.821 0 Td
(70)Tj
1.1736 0 Td
(m)Tj
1.0375 0 Td
(from)Tj
2.2053 0 Td
(mean)Tj
2.4434 0 Td
(sea)Tj
1.44 0 Td
(level\))Tj
2.3528 0 Td
(in)Tj
1.0375 0 Td
(the)Tj
-36.2151 -1.2982 Td
(operational)Tj
4.7678 0 Td
(area)Tj
1.8708 0 Td
(of)Tj
1.0092 0 Td
(GWMWater)Tj
5.2781 0 Td
(were)Tj
2.1146 0 Td
(selected.)Tj
3.5658 0 Td
(This)Tj
1.9843 0 Td
(study)Tj
2.3811 0 Td
(area)Tj
1.8765 0 Td
(was)Tj
1.6894 0 Td
(selected)Tj
3.3392 0 Td
(purely)Tj
2.7553 0 Td
(for)Tj
1.3776 0 Td
(the)Tj
1.4627 0 Td
(dem-)Tj
-35.4724 -1.3039 Td
(onstration)Tj
4.3596 0 Td
(of)Tj
1.0148 0 Td
(the)Tj
1.4683 0 Td
(methodology)Tj
5.5049 0 Td
(detailed)Tj
3.3675 0 Td
(in)Tj
1.0374 0 Td
(the)Tj
1.4683 0 Td
(paper.)Tj
2.7099 0 Td
(The)Tj
1.7802 0 Td
(annual)Tj
2.9593 0 Td
(averages)Tj
3.5887 0 Td
(of)Tj
1.0148 0 Td
(precipitation)Tj
5.3631 0 Td
(at)Tj
-35.6368 -1.2983 Td
(Halls)Tj
2.2733 0 Td
(Gap,)Tj
2.1147 0 Td
(Birchip)Tj
3.1691 0 Td
(and)Tj
1.7348 0 Td
(Swan)Tj
2.3584 0 Td
(Hill)Tj
1.7518 0 Td
(are)Tj
1.4456 0 Td
(about)Tj
2.4944 0 Td
(950)Tj
1.6441 0 Td
(mm,)Tj
2.0863 0 Td
(375)Tj
1.6497 0 Td
(mm)Tj
1.8595 0 Td
(and)Tj
1.7292 0 Td
(360)Tj
1.644 0 Td
(mm)Tj
1.8596 0 Td
(respectively.)Tj
5.1136 0 Td
(These)Tj
-34.9281 -1.2983 Td
(3)Tj
0.6916 0 Td
(stations)Tj
3.2995 0 Td
(were)Tj
2.1203 0 Td
(selected)Tj
3.3505 0 Td
(in)Tj
1.0318 0 Td
(such)Tj
2.0637 0 Td
(way)Tj
1.7914 0 Td
(that)Tj
1.7744 0 Td
(they)Tj
1.9276 0 Td
(represent)Tj
3.9571 0 Td
(relatively)Tj
3.8381 0 Td
(wet,)Tj
1.8538 0 Td
(intermediate)Tj
5.3235 0 Td
(and)Tj
1.7291 0 Td
(rela-)Tj
-34.7524 -1.3039 Td
(tively)Tj
2.3527 0 Td
(dry)Tj
1.5704 0 Td
(climate)Tj
3.1237 0 Td
(regimes)Tj
3.3449 0 Td
(in)Tj
1.0261 0 Td
(the)Tj
1.4627 0 Td
(study)Tj
2.3811 0 Td
(area.)Tj
2.0975 0 Td
(The)Tj
1.7745 0 Td
(selection)Tj
3.7134 0 Td
(of)Tj
1.0034 0 Td
(stations)Tj
3.2882 0 Td
(representative)Tj
5.828 0 Td
(of)Tj
1.0091 0 Td
(relatively)Tj
-33.9757 -1.2983 Td
(wet,)Tj
1.8481 0 Td
(intermediate)Tj
5.3235 0 Td
(and)Tj
1.7291 0 Td
(relatively)Tj
3.8437 0 Td
(dry)Tj
1.5704 0 Td
(climate)Tj
3.135 0 Td
(regimes)Tj
3.3505 0 Td
(enabled)Tj
3.3279 0 Td
(the)Tj
1.474 0 Td
(testing)Tj
2.88 0 Td
(of)Tj
1.0148 0 Td
(the)Tj
1.4683 0 Td
(robustness)Tj
4.4901 0 Td
(of)Tj
-35.4554 -1.2982 Td
(the)Tj
1.4683 0 Td
(downscaling)Tj
5.2327 0 Td
(approaches.)Tj
4.9606 0 Td
(The)Tj
1.7858 0 Td
(locations)Tj
3.8097 0 Td
(of)Tj
1.0148 0 Td
(the)Tj
1.4683 0 Td
(precipitation)Tj
5.3631 0 Td
(stations)Tj
3.2939 0 Td
(at)Tj
0.9524 0 Td
(Halls)Tj
2.2734 0 Td
(Gap,)Tj
2.1146 0 Td
(Birchip)Tj
-33.7376 -1.3039 Td
(and)Tj
1.7291 0 Td
(Swan)Tj
2.3641 0 Td
(Hill)Tj
1.7461 0 Td
(are)Tj
1.4456 0 Td
(shown)Tj
2.8517 0 Td
(in)Tj
0.83 0.64 0.02 0 k
1.0318 0 Td
(Fig)Tj
1.4853 0 Td
(1)Tj
0 g
(.)Tj
-11.4575 -1.2983 Td
(For)Tj
1.627 0 Td
(the)Tj
1.4684 0 Td
(calibration)Tj
4.524 0 Td
(and)Tj
1.7348 0 Td
(validation)Tj
4.201 0 Td
(\(calibration)Tj
4.8641 0 Td
(and)Tj
1.7291 0 Td
(validation)Tj
4.2066 0 Td
(together)Tj
3.5376 0 Td
(refer)Tj
2.0976 0 Td
(to)Tj
1.0205 0 Td
(model)Tj
2.7496 0 Td
(devel-)Tj
-34.9565 -1.2983 Td
(opment\))Tj
3.6736 0 Td
(of)Tj
1.0148 0 Td
(the)Tj
1.4684 0 Td
(statistical)Tj
3.9117 0 Td
(downscaling)Tj
5.2328 0 Td
(models,)Tj
3.3277 0 Td
(observations)Tj
5.2611 0 Td
(of)Tj
1.0148 0 Td
(the)Tj
1.4683 0 Td
(predictand)Tj
4.5581 0 Td
(and)Tj
1.7348 0 Td
(reanalysis)Tj
-32.6661 -1.2982 Td
(data)Tj
1.9105 0 Td
(pertaining)Tj
4.3653 0 Td
(to)Tj
1.0205 0 Td
(the)Tj
1.474 0 Td
(predictors)Tj
4.2859 0 Td
(are)Tj
1.4514 0 Td
(required.)Tj
3.8606 0 Td
(For)Tj
1.6271 0 Td
(this)Tj
1.6724 0 Td
(investigation,)Tj
5.5899 0 Td
(daily)Tj
2.1487 0 Td
(observed)Tj
3.7927 0 Td
(precipita-)Tj
-33.199 -1.3039 Td
(tion)Tj
1.8425 0 Td
(for)Tj
1.3833 0 Td
(the)Tj
1.4683 0 Td
(observation)Tj
4.8982 0 Td
(stations)Tj
3.2995 0 Td
(at)Tj
0.9525 0 Td
(Halls)Tj
2.2732 0 Td
(Gap,)Tj
2.109 0 Td
(Birchip)Tj
3.1748 0 Td
(and)Tj
1.7291 0 Td
(Swan)Tj
2.3641 0 Td
(Hill)Tj
1.7461 0 Td
(were)Tj
2.126 0 Td
(obtained)Tj
3.7304 0 Td
(from)Tj
2.2053 0 Td
(the)Tj
-35.3023 -1.2983 Td
(SILO)Tj
2.3187 0 Td
(database)Tj
3.6396 0 Td
(\()Tj
0.83 0.64 0.02 0 k
(http://www.longpaddock.)Tj
10.5731 0 Td
(qld.gov.au/silo/)Tj
0 g
(\))Tj
6.7181 0 Td
(of)Tj
1.0148 0 Td
(the)Tj
1.4683 0 Td
(Queensland)Tj
5.006 0 Td
(Climate)Tj
3.3732 0 Td
(Change)Tj
-34.1118 -1.2983 Td
(Centre)Tj
2.948 0 Td
(of)Tj
1.0148 0 Td
(Excellence)Tj
4.4106 0 Td
(for)Tj
1.389 0 Td
(the)Tj
1.4683 0 Td
(period)Tj
2.8347 0 Td
(19502010.)Tj
4.7677 0 Td
(In)Tj
1.1055 0 Td
(the)Tj
1.474 0 Td
(SILO)Tj
2.3188 0 Td
(database)Tj
3.6396 0 Td
(for)Tj
1.3833 0 Td
(infilling)Tj
3.3676 0 Td
(the)Tj
1.4683 0 Td
(missing)Tj
-33.5902 -1.3039 Td
(daily)Tj
2.1486 0 Td
(precipitation)Tj
5.3574 0 Td
(values,)Tj
2.897 0 Td
(ordinary)Tj
3.7021 0 Td
(kriging)Tj
3.1009 0 Td
(method)Tj
3.3222 0 Td
(has)Tj
1.5421 0 Td
(been)Tj
2.1203 0 Td
(used)Tj
2.0636 0 Td
(to)Tj
1.0261 0 Td
(spatially)Tj
3.4753 0 Td
(and)Tj
1.7291 0 Td
(temporally)Tj
-32.4847 -1.2983 Td
(interpolate)Tj
4.5524 0 Td
(daily)Tj
2.1486 0 Td
(rainfall)Tj
3.0557 0 Td
([)Tj
0.83 0.64 0.02 0 k
(25)Tj
0 g
(].)Tj
2.0807 0 Td
(In)Tj
1.1055 0 Td
(order)Tj
2.4207 0 Td
(to)Tj
1.0261 0 Td
(analyze)Tj
3.1748 0 Td
(the)Tj
1.4683 0 Td
(temporal)Tj
3.8381 0 Td
(and)Tj
1.7291 0 Td
(spatial)Tj
2.7779 0 Td
(errors)Tj
2.6249 0 Td
(in)Tj
1.0375 0 Td
(the)Tj
1.4683 0 Td
(inter-)Tj
-34.5086 -1.2982 Td
(polated)Tj
3.1747 0 Td
(precipitation)Tj
5.3575 0 Td
(data,)Tj
2.143 0 Td
(independent)Tj
5.2723 0 Td
(cross)Tj
2.245 0 Td
(validation)Tj
4.2009 0 Td
(technique)Tj
4.1669 0 Td
(has)Tj
1.5421 0 Td
(been)Tj
2.1259 0 Td
(used.)Tj
2.2847 0 Td
(These)Tj
2.5682 0 Td
(daily)Tj
-35.0812 -1.3039 Td
(observations)Tj
5.261 0 Td
(were)Tj
2.1203 0 Td
(then)Tj
2.0183 0 Td
(added)Tj
2.6589 0 Td
(to)Tj
1.0261 0 Td
(produce)Tj
3.5205 0 Td
(monthly)Tj
3.6227 0 Td
(precipitation)Tj
5.3574 0 Td
(totals)Tj
2.3641 0 Td
(for)Tj
1.3889 0 Td
(the)Tj
1.4684 0 Td
(development)Tj
-30.8066 -1.2983 Td
(of)Tj
1.0147 0 Td
(downscaling)Tj
5.2328 0 Td
(models.)Tj
3.3278 0 Td
(In)Tj
1.1112 0 Td
(general,)Tj
3.3562 0 Td
(water)Tj
2.432 0 Td
(resources)Tj
3.9912 0 Td
(allocation)Tj
4.1272 0 Td
(modelling)Tj
4.2746 0 Td
(is)Tj
0.8447 0 Td
(conducted)Tj
4.4277 0 Td
(at)Tj
0.9524 0 Td
(a)Tj
-35.0925 -1.2983 Td
(monthly)Tj
3.6226 0 Td
(time)Tj
2.0296 0 Td
(step)Tj
1.8198 0 Td
(and)Tj
1.7292 0 Td
(hence)Tj
2.5681 0 Td
(it)Tj
0.7824 0 Td
(needs)Tj
2.5058 0 Td
(monthly)Tj
3.6225 0 Td
(hydroclimatic)Tj
5.7884 0 Td
(inputs.)Tj
2.965 0 Td
(Therefore,)Tj
4.3937 0 Td
(the)Tj
1.4683 0 Td
(scope)Tj
2.4491 0 Td
(of)Tj
-35.7445 -1.3039 Td
(this)Tj
1.6724 0 Td
(study)Tj
2.3924 0 Td
(was)Tj
1.6951 0 Td
(limited)Tj
3.0728 0 Td
(to)Tj
1.0261 0 Td
(the)Tj
1.4683 0 Td
(investigation)Tj
5.3574 0 Td
(of)Tj
1.0148 0 Td
(downscaling)Tj
5.2327 0 Td
(models)Tj
3.1067 0 Td
(operated)Tj
3.7247 0 Td
(at)Tj
0.9525 0 Td
(a)Tj
0.6519 0 Td
(monthly)Tj
3.6227 0 Td
(time)Tj
-34.9905 -1.2983 Td
(step.)Tj
1.1962 -1.2982 Td
(The)Tj
1.7858 0 Td
(monthly)Tj
3.6226 0 Td
(reanalysis)Tj
4.1216 0 Td
(data)Tj
1.9105 0 Td
(pertaining)Tj
4.3652 0 Td
(to)Tj
1.0205 0 Td
(predictors)Tj
4.2916 0 Td
(were)Tj
2.1203 0 Td
(obtained)Tj
3.7361 0 Td
(for)Tj
1.3833 0 Td
(the)Tj
1.4683 0 Td
(period)Tj
2.8346 0 Td
(1950)Tj
-33.8566 -1.2983 Td
(2010)Tj
2.1203 0 Td
(from)Tj
2.2053 0 Td
(the)Tj
1.4683 0 Td
(National)Tj
3.6964 0 Td
(Oceanic)Tj
3.4866 0 Td
(and)Tj
1.7291 0 Td
(Atmospheric)Tj
5.4197 0 Td
(Administration)Tj
6.4176 0 Td
(/)Tj
0.5499 0 Td
(Earth)Tj
2.4208 0 Td
(System)Tj
3.0557 0 Td
(Research)Tj
-32.5697 -1.3039 Td
(Laboratory)Tj
4.6431 0 Td
(\(NOAA/ESRL\))Tj
6.2815 0 Td
(Physical)Tj
3.4979 0 Td
(Sciences)Tj
3.5659 0 Td
(Division.)Tj
3.8494 0 Td
(The)Tj
1.7858 0 Td
(outputs)Tj
3.2542 0 Td
(of)Tj
1.0148 0 Td
(HadCM3)Tj
3.9855 0 Td
(\(a)Tj
0.9921 0 Td
(GCM\))Tj
2.829 0 Td
(per-)Tj
-35.6992 -1.2983 Td
(taining)Tj
3.05 0 Td
(to)Tj
1.0205 0 Td
(the)Tj
1.474 0 Td
(20)Tj
ET
Q
q
1 j
1 J
0 w
7.4999 0 0 6.6659 264.9259 126.4251 cm
BT
/F5 1 Tf
1 TL
-0.0053 Tc
0 0 Td
(th)Tj
ET
Q
q
1 j
1 J
0 w
10 0 0 10 273.3165 122.0031 cm
BT
/F5 1 Tf
1 TL
-0.004 Tc
0 0 Td
(century)Tj
3.2711 0 Td
(climate)Tj
3.1294 0 Td
(experiment)Tj
4.7792 0 Td
(\(20C3M\))Tj
3.8835 0 Td
(were)Tj
2.1203 0 Td
(obtained)Tj
3.736 0 Td
(from)Tj
2.2053 0 Td
(the)Tj
1.4684 0 Td
(Programme)Tj
-31.9235 -1.2982 Td
(for)Tj
1.3833 0 Td
(Climate)Tj
3.3732 0 Td
(Model)Tj
2.8175 0 Td
(Diagnosis)Tj
4.1669 0 Td
(and)Tj
1.7292 0 Td
(Inter-comparison)Tj
7.3076 0 Td
(\()Tj
0.83 0.64 0.02 0 k
(http://www-pcmdi)Tj
7.8293 0 Td
(.llnl.gov/)Tj
0 g
(\))Tj
4.0535 0 Td
(for)Tj
1.3833 0 Td
(the)Tj
-34.0438 -1.3039 Td
(period)Tj
2.8346 0 Td
(19501999.)Tj
4.7678 0 Td
(The)Tj
1.7801 0 Td
(monthly)Tj
3.6227 0 Td
(20C3M)Tj
3.2031 0 Td
(outputs)Tj
3.2542 0 Td
(of)Tj
1.0148 0 Td
(HadCM3)Tj
3.9854 0 Td
(were)Tj
2.1203 0 Td
(used)Tj
2.058 0 Td
(for)Tj
1.3889 0 Td
(reproducing)Tj
5.1704 0 Td
(the)Tj
-35.2003 -1.2983 Td
(past)Tj
1.8312 0 Td
(observed)Tj
3.7927 0 Td
(precipitation)Tj
5.363 0 Td
(as)Tj
1.0148 0 Td
(it)Tj
0.7824 0 Td
(allows)Tj
2.6985 0 Td
(the)Tj
1.4684 0 Td
(assessment)Tj
4.6148 0 Td
(of)Tj
1.0147 0 Td
(the)Tj
1.4684 0 Td
(ability)Tj
2.6929 0 Td
(of)Tj
1.0148 0 Td
(the)Tj
1.474 0 Td
(downscaling)Tj
5.2327 0 Td
(models)Tj
ET
Q
q
1 j
1 J
0 w
576 737.1 m
36 737.1 l
36 737.6 l
576 737.6 l
f*
36 741.2598 107.1496 23.6976 re
W* n
q
107.0929 0 0 23.6409 36 741.3165 cm
q
/I0 Do
Q
Q
Q
q
0 0 612 792 re
W* n
1 j
1 J
0 w
7.9999 0 0 7.9999 342.3118 745.7952 cm
BT
/F0 1 Tf
1 TL
-0.005 Tc
0 0 Td
(Downscali)Tj
4.4716 0 Td
(ng)Tj
1.3111 0 Td
(Accountin)Tj
4.3158 0 Td
(g)Tj
0.7653 0 Td
(for)Tj
1.3677 0 Td
(Predict)Tj
3.0544 0 Td
(or-Predicta)Tj
4.8048 0 Td
(nd)Tj
1.311 0 Td
(Non-Stationar)Tj
6.0662 0 Td
(ities)Tj
ET
Q
q
1 j
1 J
0 w
36 48.0002 m
576 48.0002 l
576 47.5002 l
36 47.5002 l
f*
7.9999 0 0 7.9999 36 36 cm
BT
/F0 1 Tf
1 TL
-0.005 Tc
0 0 Td
(PLOS)Tj
2.8559 0 Td
(ONE)Tj
2.3669 0 Td
(|)Tj
0.4748 0 Td
(DOI:10.137)Tj
5.0387 0 Td
(1/journal.po)Tj
5.1236 0 Td
(ne.0168)Tj
3.5434 0 Td
(701)Tj
2.6362 0 Td
(December)Tj
4.7622 0 Td
(20,)Tj
1.5874 0 Td
(2016)Tj
36.7515 0 Td
(3)Tj
0.7654 0 Td
(/)Tj
ET
endstream
endobj
73 0 obj
<>stream
endstream
endobj
74 0 obj
<>stream
endstream
endobj
75 0 obj
<>stream
endstream
endobj
76 0 obj
<>stream
endstream
endobj
77 0 obj
<>stream
endstream
endobj
78 0 obj
<>stream
endstream
endobj
79 0 obj
<>stream
endstream
endobj
80 0 obj
<>stream
BT
66.402 0 Td
(21)Tj
ET
Q
endstream
endobj
81 0 obj
<>/XObject<>>>/CropBox[0 0 612 792]/MediaBox[0 0 612 792]/Parent 10 0 R/Annots 83 0 R/Contents 84 0 R/TrimBox[0 0 612 792]>>
endobj
82 0 obj
<>stream
JFIF C
$, !$4.763.22:ASF:=N>22HbINVX]^]8EfmeZlS[]Y C**Y;2;YYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYYY ~"
} !1AQa"q2#BR$3br
%&'()*456789:CDEFGHIJSTUVWXYZcdefghijstuvwxyz
w !1AQaq"2B #3Rbr
$4%&'()*56789:CDEFGHIJSTUVWXYZcdefghijstuvwxyz ? (
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
JZJ *Πykcw8wĪWaWOJn(ɽ:dgkc"(Pn}=6GYJQ95*F\qPq#rsZڅ57ը]>w 1hƚ[jxQO\ܪc~kJ
{ڤ(i'RFz$RĬxY@
MQN6t
(Q@Q@Q@Q@Q@Q@Q@Q@Q@Q@Q@Q@Q@ Fhњ(I@(h 37H8]R;(6d0U2/抭gwOHèQE QE QE QE QE fU.V3ɡkܱZhP0( ( ( ( ( ( ( ( ( (7
.eZKo$7eb\=>jNs^}k$b|!AZъnW2'tm uc>E=v/ J7ӤeTfc/')-&ԥy-L0ƣvѝޫ[ַ4Y1mc8ϫҒsTOSآ̉\<>fQڵyN.\dQE
(
(
(
(
(
(
(
(
(
(
(
(
(
JZ()h
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(ZJ ( (POZmDH$#ɩF(&1ҖQJQ@Q@Q@Q@Q@Q@Q@Q@Q@Q@Q@Q@RPILAr$
vVͻdkgh!)27r)u<+3۳FW]p^g,VG
:
77v4w+0O cnWCY^Iؿoԭt<˙Bw'
KJPKm(eyטIgޏy3%*ơ_Q%#lpAy~;_R}
d جrJڸ4P7
p iFY:TR"QRlu
>nޒ_H`AY|