%PDF-1.6
%
1 0 obj
<<
/Lang (pl)
/MarkInfo <<
/Marked true
>>
/Metadata 2 0 R
/Names <<
/Dests 3 0 R
>>
/Outlines 4 0 R
/PageMode /UseOutlines
/Pages 5 0 R
/StructTreeRoot 6 0 R
/Type /Catalog
>>
endobj
7 0 obj
<<
/Author (Yamina Aoulmi, Nadir Marouf, Mohamed Amireche)
/CreationDate (D:20211013110248+02'00')
/Creator (Arbortext Advanced Print Publisher 11.2.5077/W-x64)
/EPSprocessor (PStill version 1.84.42)
/Keywords (artificial neural networks \(ANNs\); meteorological parameters; rainfall-runoff; semi-arid region; Seybouse basin; various input configurations)
/ModDate (D:20211013111830+02'00')
/Producer (PDFlib+PDI 9.1.1p1 \(C++/Win64\))
/Subject <4A6F75726E616C206F6620576174657220616E64204C616E6420446576656C6F706D656E742C2033202832303231292033388534372E20646F692031302E32343432352F6A776C642E323032312E313338313538>
/Title (The assessment of artificial neural network rainfall-runoff models under different input meteorological parameters Case study: Seybouse basin, Northeast Algeria)
>>
endobj
2 0 obj
<<
/Length 4636
/Subtype /XML
/Type /Metadata
>>
stream
uuid:9db9100d-082d-4dde-b6b3-143b694fcd8d
uuid:C119DEB5-F31D-0641-10AE-2EDBF980DD01
2021-10-13T11:02:48+02:00
2021-10-13T11:18:30+02:00
Arbortext Advanced Print Publisher 11.2.5077/W-x64
2021-10-13T11:18:30+02:00
PDFlib+PDI 9.1.1p1 (C++/Win64)
artificial neural networks (ANNs); meteorological parameters; rainfall-runoff; semi-arid region; Seybouse basin; various input configurations
application/pdf
Journal of Water and Land Development, 3 (2021) 38–47. doi 10.24425/jwld.2021.138158
Yamina Aoulmi, Nadir Marouf, Mohamed Amireche
The assessment of artificial neural network rainfall-runoff models under different input meteorological parameters Case study: Seybouse basin, Northeast Algeria
artificial neural networks (ANNs)
meteorological parameters
rainfall-runoff
semi-arid region
Seybouse basin
various input configurations
PStill version 1.84.42
endstream
endobj
3 0 obj
<<
/Names [(mk26) 8 0 R (mk27) 9 0 R (mk28) 10 0 R (mk29) 11 0 R (mk30) 12 0 R
(mk31) 13 0 R (mk32) 14 0 R (mk33) 15 0 R (mk34) 16 0 R]
>>
endobj
4 0 obj
<<
/Count 5
/First 17 0 R
/Last 18 0 R
>>
endobj
5 0 obj
<<
/Count 10
/Kids [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]
/Type /Pages
>>
endobj
6 0 obj
<<
/K 29 0 R
/ParentTree 30 0 R
/ParentTreeNextKey 43
/Type /StructTreeRoot
>>
endobj
8 0 obj
<<
/D [19 0 R /FitR 0 0 595.276 841.89]
>>
endobj
9 0 obj
<<
/D [20 0 R /FitR 0 0 595.276 841.89]
>>
endobj
10 0 obj
<<
/D [20 0 R /FitR 0 0 595.276 841.89]
>>
endobj
11 0 obj
<<
/D [20 0 R /FitR 0 0 595.276 841.89]
>>
endobj
12 0 obj
<<
/D [21 0 R /FitR 0 0 595.276 841.89]
>>
endobj
13 0 obj
<<
/D [22 0 R /FitR 0 0 595.276 841.89]
>>
endobj
14 0 obj
<<
/D [22 0 R /FitR 0 0 595.276 841.89]
>>
endobj
15 0 obj
<<
/D [27 0 R /FitR 0 0 595.276 841.89]
>>
endobj
16 0 obj
<<
/D [27 0 R /FitR 0 0 595.276 841.89]
>>
endobj
17 0 obj
<<
/Dest (mk26)
/Next 31 0 R
/Parent 4 0 R
/Title (INTRODUCTION)
>>
endobj
18 0 obj
<<
/Dest (mk34)
/Parent 4 0 R
/Prev 32 0 R
/Title (REFERENCES)
>>
endobj
19 0 obj
<<
/Annots [33 0 R 34 0 R 35 0 R 36 0 R]
/Contents [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]
/CropBox [0 0 595.276 841.89]
/Group 46 0 R
/MediaBox [0 0 595.276 841.89]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/ICCBased 47 0 R]
>>
/Font <<
/C0_0 48 0 R
/C0_1 49 0 R
/C0_2 50 0 R
/C0_3 51 0 R
/C0_4 52 0 R
/C0_5 53 0 R
/C0_6 54 0 R
>>
/ProcSet [/PDF /Text]
/XObject <<
/Fm0 55 0 R
/Fm1 56 0 R
/Fm2 57 0 R
/Fm3 58 0 R
/Im5 59 0 R
>>
>>
/Rotate 0
/StructParents 4
/TrimBox [0 0 595.276 841.89]
/Type /Page
>>
endobj
20 0 obj
<<
/Annots [60 0 R 61 0 R]
/Contents [62 0 R 63 0 R]
/CropBox [0 0 595.276 841.89]
/Group 64 0 R
/MediaBox [0 0 595.276 841.89]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/ICCBased 47 0 R]
>>
/Font <<
/C0_0 50 0 R
/C0_1 53 0 R
/C0_2 52 0 R
/C0_3 49 0 R
/C0_4 54 0 R
>>
/ProcSet [/PDF /Text]
/XObject <<
/Im1 59 0 R
>>
>>
/Rotate 0
/StructParents 7
/TrimBox [0 0 595.276 841.89]
/Type /Page
>>
endobj
21 0 obj
<<
/Contents [65 0 R 66 0 R]
/CropBox [0 0 595.276 841.89]
/Group 67 0 R
/MediaBox [0 0 595.276 841.89]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/ICCBased 47 0 R]
>>
/Font <<
/C0_0 50 0 R
/C0_1 52 0 R
/C0_2 53 0 R
/C0_3 51 0 R
/C0_4 49 0 R
/C0_5 54 0 R
/T1_0 68 0 R
/T1_1 69 0 R
/T1_2 70 0 R
/T1_3 71 0 R
>>
/ProcSet [/PDF /Text]
/XObject <<
/Fm0 72 0 R
/Fm1 73 0 R
/Im3 59 0 R
>>
>>
/Rotate 0
/StructParents 8
/TrimBox [0 0 595.276 841.89]
/Type /Page
>>
endobj
22 0 obj
<<
/Contents [74 0 R 75 0 R]
/CropBox [0 0 595.276 841.89]
/Group 76 0 R
/MediaBox [0 0 595.276 841.89]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/ICCBased 47 0 R]
>>
/Font <<
/C0_0 50 0 R
/C0_1 53 0 R
/C0_2 52 0 R
/C0_3 51 0 R
/C0_4 77 0 R
/C0_5 49 0 R
/C0_6 54 0 R
/T1_0 68 0 R
/T1_1 69 0 R
/T1_2 70 0 R
/T1_3 71 0 R
>>
/ProcSet [/PDF /Text]
/XObject <<
/Im1 59 0 R
>>
>>
/Rotate 0
/StructParents 9
/TrimBox [0 0 595.276 841.89]
/Type /Page
>>
endobj
23 0 obj
<<
/Contents [78 0 R 79 0 R]
/CropBox [0 0 595.276 841.89]
/Group 80 0 R
/MediaBox [0 0 595.276 841.89]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/ICCBased 47 0 R]
>>
/Font <<
/C0_0 50 0 R
/C0_1 53 0 R
/C0_2 51 0 R
/C0_3 49 0 R
/C0_4 54 0 R
>>
/ProcSet [/PDF /Text]
/XObject <<
/Im1 59 0 R
>>
>>
/Rotate 0
/StructParents 10
/TrimBox [0 0 595.276 841.89]
/Type /Page
>>
endobj
24 0 obj
<<
/Contents [81 0 R 82 0 R]
/CropBox [0 0 595.276 841.89]
/Group 83 0 R
/MediaBox [0 0 595.276 841.89]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/ICCBased 47 0 R]
>>
/Font <<
/C0_0 50 0 R
/C0_1 53 0 R
/C0_2 51 0 R
/C0_3 49 0 R
/C0_4 54 0 R
>>
/ProcSet [/PDF /Text]
/XObject <<
/Im1 59 0 R
>>
>>
/Rotate 0
/StructParents 11
/TrimBox [0 0 595.276 841.89]
/Type /Page
>>
endobj
25 0 obj
<<
/Contents [84 0 R 85 0 R]
/CropBox [0 0 595.276 841.89]
/Group 86 0 R
/MediaBox [0 0 595.276 841.89]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/ICCBased 47 0 R]
>>
/Font <<
/C0_0 51 0 R
/C0_1 50 0 R
/C0_2 53 0 R
/C0_3 49 0 R
/C0_4 54 0 R
>>
/ProcSet [/PDF /Text]
/XObject <<
/Im1 59 0 R
>>
>>
/Rotate 0
/StructParents 12
/TrimBox [0 0 595.276 841.89]
/Type /Page
>>
endobj
26 0 obj
<<
/Contents [87 0 R 88 0 R]
/CropBox [0 0 595.276 841.89]
/Group 89 0 R
/MediaBox [0 0 595.276 841.89]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/ICCBased 47 0 R]
>>
/Font <<
/C0_0 51 0 R
/C0_1 50 0 R
/C0_2 53 0 R
/C0_3 49 0 R
/C0_4 54 0 R
>>
/ProcSet [/PDF /Text]
/XObject <<
/Fm0 90 0 R
/Im2 59 0 R
>>
>>
/Rotate 0
/StructParents 13
/TrimBox [0 0 595.276 841.89]
/Type /Page
>>
endobj
27 0 obj
<<
/Annots [91 0 R 92 0 R]
/Contents [93 0 R 94 0 R]
/CropBox [0 0 595.276 841.89]
/Group 95 0 R
/MediaBox [0 0 595.276 841.89]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/ICCBased 47 0 R]
>>
/Font <<
/C0_0 50 0 R
/C0_1 53 0 R
/C0_2 52 0 R
/C0_3 51 0 R
/C0_4 49 0 R
/C0_5 54 0 R
>>
/ProcSet [/PDF /Text]
/XObject <<
/Fm0 96 0 R
/Fm1 97 0 R
/Im3 59 0 R
>>
>>
/Rotate 0
/StructParents 16
/TrimBox [0 0 595.276 841.89]
/Type /Page
>>
endobj
28 0 obj
<<
/Annots [98 0 R 99 0 R 100 0 R 101 0 R 102 0 R 103 0 R 104 0 R 105 0 R 106 0 R 107 0 R
108 0 R 109 0 R 110 0 R 111 0 R 112 0 R 113 0 R 114 0 R 115 0 R 116 0 R 117 0 R
118 0 R 119 0 R 120 0 R 121 0 R 122 0 R]
/Contents [123 0 R 124 0 R]
/CropBox [0 0 595.276 841.89]
/Group 125 0 R
/MediaBox [0 0 595.276 841.89]
/Parent 5 0 R
/Resources <<
/ColorSpace <<
/CS0 [/ICCBased 47 0 R]
>>
/Font <<
/C0_0 50 0 R
/C0_1 49 0 R
/C0_2 54 0 R
>>
/ProcSet [/PDF /Text]
/XObject <<
/Im1 59 0 R
>>
>>
/Rotate 0
/StructParents 42
/TrimBox [0 0 595.276 841.89]
/Type /Page
>>
endobj
29 0 obj
<<
/K [0 126 0 R 127 0 R 128 0 R 129 0 R 130 0 R 131 0 R 132 0 R 133 0 R 134 0 R
135 0 R 136 0 R 137 0 R 138 0 R 139 0 R 140 0 R 141 0 R 142 0 R 143 0 R 144 0 R
145 0 R 146 0 R 147 0 R 148 0 R 149 0 R 150 0 R 151 0 R 152 0 R 153 0 R 154 0 R
155 0 R 156 0 R 157 0 R 158 0 R 159 0 R 160 0 R 161 0 R 162 0 R 163 0 R 164 0 R
165 0 R 166 0 R 167 0 R]
/Lang (pl)
/P 6 0 R
/Pg 19 0 R
/S /Document
/Type /StructElem
>>
endobj
30 0 obj
<<
/Nums [0 29 0 R 1 29 0 R 2 29 0 R 3 29 0 R 4 [29 0 R]
5 29 0 R 6 29 0 R 7 [29 0 R]
8 [29 0 R]
9 [29 0 R]
10 [29 0 R]
11 [29 0 R]
12 [29 0 R]
13 [29 0 R]
14 29 0 R
15 29 0 R 16 [29 0 R]
17 29 0 R 18 29 0 R 19 29 0 R
20 29 0 R 21 29 0 R 22 29 0 R 23 29 0 R 24 29 0 R
25 29 0 R 26 29 0 R 27 29 0 R 28 29 0 R 29 29 0 R
30 29 0 R 31 29 0 R 32 29 0 R 33 29 0 R 34 29 0 R
35 29 0 R 36 29 0 R 37 29 0 R 38 29 0 R 39 29 0 R
40 29 0 R 41 29 0 R 42 [29 0 R]
]
>>
endobj
31 0 obj
<<
/Count -4
/Dest (mk27)
/First 168 0 R
/Last 169 0 R
/Next 170 0 R
/Parent 4 0 R
/Prev 17 0 R
/Title (MATERIAL AND METHODS)
>>
endobj
32 0 obj
<<
/Dest (mk33)
/Next 18 0 R
/Parent 4 0 R
/Prev 170 0 R
/Title (CONCLUSIONS)
>>
endobj
33 0 obj
<<
/A 171 0 R
/BS <<
/S /S
/W 0
>>
/Border [0 0 0]
/F 4
/P 19 0 R
/Rect [225.694 540 233.745 550.942]
/StructParent 0
/Subtype /Link
/Type /Annot
>>
endobj
34 0 obj
<<
/A 172 0 R
/BS <<
/S /S
/W 0
>>
/Border [0 0 0]
/F 4
/P 19 0 R
/Rect [237.373 540 247.918 550.942]
/StructParent 1
/Subtype /Link
/Type /Annot
>>
endobj
35 0 obj
<<
/A 173 0 R
/BS <<
/S /S
/W 0
>>
/Border [0 0 0]
/F 4
/P 19 0 R
/Rect [318.898 540 329.443 550.942]
/StructParent 2
/Subtype /Link
/Type /Annot
>>
endobj
36 0 obj
<<
/A 174 0 R
/BS <<
/S /S
/W 0
>>
/Border [0 0 0]
/F 4
/P 19 0 R
/Rect [433.644 540 444.189 550.942]
/StructParent 3
/Subtype /Link
/Type /Annot
>>
endobj
37 0 obj
<<
/Length 33
>>
stream
q
485 0 0 37 55 794 cm
/Im5 Do
Q
endstream
endobj
38 0 obj
<<
/Length 1034
/Filter /FlateDecode
>>
stream
HWk$7~߿υx-[K`مteKʲ4nkZxƲi}{wo6g|9vw?.ƙۻN/Μѻ3Ώʽw!!8[b&A)szs.Dҕsp{S&zjSПHϱ/)FZҞ0TONaarԗ&&&5Mœ~7˒<ǃ$`$AaTKL~? 6jn(\3uI^;CУB8*G
\gS)S6A*b2)Pa':B_{U(ӦH
v@Θ5~"XWmĩVqM
S[ {8mxm=ɶS1'#YAȈ5Z9? g/GB!3s1ݞYjy1X$(`K]='#rM~4,k=täFJsmRR˛=ZDUE-pJ5kEl`"C ̈́#BD=0l̃TzTtITU(N'-tEqizIV'g\֍![m\:q_t,, L(X+ȹymS`} |~η`U>泊4QDh.Nj?[_-(^37xtIܫ\+<