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organic papers

o1150

Lynch and McClenaghan C17H12N22H2O DOI: 10.1107/S160053680201735X Acta Cryst.(2002). E58, o1150±o1151 Acta Crystallographica Section E

Structure Reports

Online ISSN 1600-5368

2-Phenylpyrrolo[2,3-

h

]quinoline dihydrate

Daniel E. Lyncha* and Ian

McClenaghanb

aSchool of Science and the Environment,

Coventry University, Coventry CV1 5FB, England, andbKey Organics Ltd, Highfield Industrial Estate, Camelford, Cornwall PL32 9QZ, England

Correspondence e-mail: apx106@coventry.ac.uk

Key indicators

Single-crystal X-ray study

T= 150 K

Mean(C±C) = 0.004 AÊ

Rfactor = 0.048

wRfactor = 0.093 Data-to-parameter ratio = 8.9

For details of how these key indicators were automatically derived from the article, see http://journals.iucr.org/e.

#2002 International Union of Crystallography Printed in Great Britain ± all rights reserved

The crystal structure of the title compound, C17H12N22H2O, comprises an essentially ¯at molecule, with the phenyl ring being inclined at 18.7 (1) to the plane of the

pyrrolo[2,3-h]quinoline moiety, packed with two water molecules per asymmetric unit, all in a tetragonal lattice. One water molecule is involved in hydrogen-bonding associations with both pyrrolo-NH and quinoline-N sites while, as part of the overall hydrogen-bonding network, both water molecules and their symmetry equivalents construct a `Chinese lantern' arrange-ment.

Comment

The title compound, (I), was prepared from a two-stage procedure starting with the reaction of 8-hydrazinoquinoline dihydrochloride hydrate and acetophenone, followed by the cyclization of the intermediate product (E )-2-acetylbenzene-8-quinonylhydrozone. A structural example of this inter-mediate, as the thiophene derivative, has been previously published (Lynch & McClenaghan, 2001a). Furthermore, the structure of 2-(4-pyridyl)pyrrolo[3,2-h]quinoline, a product analogous to the title compound, has also been reported (Lynch & McClenaghan, 2001b). We are currently studying the structural aspects of derivatives of both 8-quinonyl-hydrozone and pyrrolo[3,2-h]quinoline before studying their potential as metal-chelating agents.

The molecule of (I) (Fig. 1) is essentially ¯at, with the phenyl ring being inclined at 18.7 (1) to the plane of the

pyrrolo[2,3-h]quinoline moiety. It crystallizes with two water molecules per asymmetric unit. One OÐH site from one water molecule resides in a hydrogen-bonded triangular arrange-ment with both pyrrolo-NH and quinoline-N sites. The other OÐH site, in conjunction with the second water molecule and their symmetry-related analogues, then forms a hydrogen-bonded `Chinese lantern' arrangement (Fig. 2).

Experimental

The title compound was obtained from Key Organics Ltd and crystals were grown from an ethanol solution.

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Crystal data

C17H12N22H2O Mr= 280.32

Tetragonal,I4

a= 24.758 (4) AÊ

c= 4.6952 (9) AÊ

V= 2878.1 (8) AÊ3 Z= 8

Dx= 1.294 Mg mÿ3

MoKradiation Cell parameters from 5959

re¯ections

= 2.9±27.5 = 0.09 mmÿ1 T= 150 (2) K Block, colourless 0.200.100.10 mm

Data collection

Bruker±Nonius KappaCCD area-detector diffractometer

'and!scans

Absorption correction: multi-scan (SORTAV; Blessing, 1995)

Tmin= 0.983,Tmax= 0.991

8208 measured re¯ections

1838 independent re¯ections 1205 re¯ections withI> 2(I)

Rint= 0.079

max= 27.5 h=ÿ32!32

k=ÿ32!32

l=ÿ6!5

Re®nement

Re®nement onF2 R[F2> 2(F2)] = 0.048 wR(F2) = 0.093 S= 1.05 1838 re¯ections 206 parameters

H atoms treated by a mixture of independent and constrained re®nement

w= 1/[2(F

o2) + (0.0339P)2]

whereP= (Fo2+ 2Fc2)/3

(/)max< 0.001

max= 0.16 e AÊÿ3

min=ÿ0.20 e AÊÿ3

Table 1

Hydrogen-bonding geometry (AÊ,).

DÐH A DÐH H A D A DÐH A

N9ÐH1 O1W 0.88 (3) 2.36 (3) 3.145 (3) 148 (3) O2WÐH3W O2Wi 0.83 (2) 1.99 (2) 2.807 (3) 168 (3)

O2WÐH4W O1Wii 0.85 (2) 1.90 (2) 2.744 (3) 175 (3)

O1WÐH1W N1 0.87 (2) 1.94 (2) 2.801 (3) 172 (3) O1WÐH2W O2W 0.83 (2) 2.02 (2) 2.840 (3) 170 (3)

Symmetry codes: (i)1

2ÿy;12‡x;ÿ21ÿz; (ii)x;y;zÿ1.

All aromatic H atoms were included in the re®nement, at calcu-lated positions, as riding models, with CÐH set to 0.95 AÊ. All water H atoms were initially located in a difference synthesis, but were then restrained to a distance of 0.83 AÊ, with riding displacement para-meters. The remaining N-attached H atom was located in a difference synthesis; its positional and displacement parameters were re®ned. In the absence of signi®cant anomalous scattering effects, the absolute structure can not be determined; Friedel pairs were merged.

Data collection: DENZO (Otwinowski & Minor, 1997) and COLLECT(Hooft, 1998); cell re®nement:DENZOandCOLLECT; data reduction:DENZOandCOLLECT; program(s) used to solve structure:SHELXS97 (Sheldrick, 1997); program(s) used to re®ne structure: SHELXL97 (Sheldrick, 1997); molecular graphics: PLUTON94 (Spek, 1994) and PLATON97 (Spek, 1997); software used to prepare material for publication:SHELXL97.

The authors thank the EPSRC National Crystallography Service (Southampton).

References

Blessing, R. H. (1995).Acta Cryst.A51, 33±37.

Hooft, R. (1998).COLLECT. Nonius BV, Delft, The Netherlands. Lynch, D. E. & McClenaghan I. (2001a).Acta Cryst.E57, o52±o53. Lynch, D. E. & McClenaghan I. (2001b).Acta Cryst.E57, o56±o57. Otwinowski, Z. & Minor, W. (1997). Methods in Enzymology, Vol. 276,

Macromolecular Crystallography, Part A, edited by C. W. Carter Jr and R. M. Sweet, pp. 307±326. New York: Academic Press.

Sheldrick, G. M. (1997). SHELXS97 and SHELXL97. University of GoÈttingen, Germany.

Spek, A. L. (1994).PLUTON94. University of Utrecht, The Netherlands. Spek, A. L. (1997).PLATON97. Version of May 1997. University of Utrecht,

The Netherlands.

Figure 2

Partial packing diagram, showing the hydrogen-bonded `Chinese lantern' arrangement of the water molecules. Hydrogen-bonding associations are shown as dotted lines.

Figure 1

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supporting information

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Acta Cryst. (2002). E58, o1150–o1151

supporting information

Acta Cryst. (2002). E58, o1150–o1151 [doi:10.1107/S160053680201735X]

2-Phenylpyrrolo[2,3-

h

]quinoline dihydrate

Daniel E. Lynch and Ian McClenaghan

S1. Comment

The title compound, (I), was prepared from a two-stage procedure starting with the reaction of 8-hydrazinoquinoline

di-hydrochloride hydrate and acetophenone, followed by the cyclization of the intermediate product (E

)-2-acetylbenzene-8-quinonylhydrozone. A structural example of this intermediate, as the thiophene derivative, has been previously published

(Lynch & McClenaghan, 2001a). Furthermore, the structure of 2-(4-pyridyl)pyrrolo[3,2-h]quinoline, a product analogous

to the title compound, has also been reported (Lynch & McClenaghan, 2001b). We are currently studying the structural

aspects of derivatives of both 8-quinonylhydrozone and pyrrolo[3,2-h]quinoline before studying their potential as

metal-chelating agents.

The molecule of (I) (Fig. 1) is essentially flat, with the phenyl ring being inclined at 18.7 (1)° to the plane of the

pyrrolo[2,3-h]quinoline moiety. It crystallizes with two water molecules per asymmetric unit. One O—H site from one

water molecule resides in an hydrogen-bonded triangular arrangement with both pyrrolo-NH and quinoline-N sites. The

other O—H site, in conjunction with the second water molecule and their symmetry-related analogues, then forms an

hydrogen-bonded "Chinese lantern" arrangement (Fig. 2).

S2. Experimental

The title compound was obtained from Key Organics Ltd and crystals were grown from an ethanol solution.

S3. Refinement

All aromatic H atoms were included in the refinement, at calculated positions, as riding models, with C—H set to 0.95 Å.

All water H atoms were initially located in a difference synthesis, but were then restrained to a distance of 0.83 Å, with

riding displacement parameters. The remaining N-attached H atom was located in a difference synthesis; its positional

and displacement parameters were refined. In the absence of significant anomalous scattering effects, the absolute

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[image:4.610.126.482.69.393.2]

Figure 1

The molecular configuration and atom-numbering scheme for the title compound, showing 50% probability ellipsoids.

Figure 2

Partial packing diagram, showing the hydrogen-bonded "Chinese lantern" arrangement of the water molecules.

[image:4.610.125.486.430.614.2]
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supporting information

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Acta Cryst. (2002). E58, o1150–o1151

2-phenylpyrrolo[2,3-h]quinoline dihydrate

Crystal data

C17H12N2·2H2O Mr = 280.32

Tetragonal, I4 Hall symbol: I -4

a = 24.758 (4) Å

c = 4.6952 (9) Å

V = 2878.1 (8) Å3 Z = 8

F(000) = 1184

Dx = 1.294 Mg m−3

Mo radiation, λ = 0.71073 Å Cell parameters from 5959 reflections

θ = 2.9–27.5°

µ = 0.09 mm−1 T = 150 K Block, colourless 0.20 × 0.10 × 0.10 mm

Data collection

Bruker–Nonius KappaCCD area-detector diffractometer

Radiation source: Bruker–Nonius FR591 rotating anode

Graphite monochromator

Detector resolution: 9.091 pixels mm-1 φ and ω scans

Absorption correction: multi-scan (SORTAV; Blessing, 1995)

Tmin = 0.983, Tmax = 0.991 8208 measured reflections 1838 independent reflections 1205 reflections with I > 2σ(I)

Rint = 0.079

θmax = 27.5°, θmin = 3.3°

h = −32→32

k = −32→32

l = −6→5

Refinement

Refinement on F2

Least-squares matrix: full

R[F2 > 2σ(F2)] = 0.048 wR(F2) = 0.093 S = 1.05 1838 reflections 206 parameters 4 restraints

Primary atom site location: structure-invariant direct methods

Secondary atom site location: difference Fourier map

Hydrogen site location: inferred from neighbouring sites

H atoms treated by a mixture of independent and constrained refinement

w = 1/[σ2(Fo2) + (0.0339P)2]

where P = (Fo2 + 2Fc2)/3

(Δ/σ)max < 0.001

Δρmax = 0.16 e Å−3

Δρmin = −0.20 e Å−3

Special details

Geometry. Mean plane data ex SHELXL97 ###########################

Least-squares planes (x,y,z in crystal coordinates) and deviations from them (* indicates atom used to define plane) 17.1210 (0.0201) x + 0.9558 (0.0275) y + 3.3868 (0.0037) z = 1.0174 (0.0063)

* 0.0098 (0.0017) N1 * −0.0048 (0.0020) C2 * −0.0034 (0.0020) C3 * 0.0065 (0.0020) C4 * −0.0015 (0.0018) C4A * −0.0065 (0.0017) C9B

Rms deviation of fitted atoms = 0.0060

− 14.9176 (0.0246) x + 6.7625 (0.0306) y − 3.5209 (0.0037) z = 0.5527 (0.0111) Angle to previous plane (with approximate e.s.d.) = 18.73 (0.14)

* −0.0032 (0.0019) C81 * 0.0019 (0.0019) C82 * 0.0023 (0.0020) C83 * 0.0003 (0.0021) C84 * −0.0012 (0.0022) C85 * −0.0001 (0.0021) C86

Rms deviation of fitted atoms = 0.0019

Fractional atomic coordinates and isotropic or equivalent isotropic displacement parameters (Å2)

x y z Uiso*/Ueq

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H1 −0.0452 (12) 0.2835 (12) 0.426 (7) 0.057 (11)*

C2 0.07861 (12) 0.26321 (13) −0.1727 (7) 0.0399 (8)

H2 0.0899 0.2974 −0.2429 0.050*

C3 0.10310 (11) 0.21740 (13) −0.2832 (7) 0.0399 (8)

H3 0.1305 0.2205 −0.4241 0.050*

C4 0.08743 (11) 0.16766 (12) −0.1869 (7) 0.0366 (8)

H4 0.1042 0.1360 −0.2592 0.046*

C4A 0.04655 (10) 0.16353 (11) 0.0185 (6) 0.0311 (7)

C5 0.02781 (11) 0.11305 (11) 0.1295 (7) 0.0341 (7)

H5 0.0436 0.0805 0.0622 0.043*

C6 −0.01200 (10) 0.11030 (11) 0.3284 (7) 0.0332 (7)

H6 −0.0237 0.0763 0.3986 0.041*

C6A −0.03598 (10) 0.15882 (10) 0.4307 (6) 0.0274 (7)

C7 −0.07682 (10) 0.17015 (10) 0.6335 (6) 0.0278 (7)

H7 −0.0968 0.1443 0.7396 0.035*

C8 −0.08244 (10) 0.22546 (10) 0.6493 (6) 0.0263 (6)

N9 −0.04610 (9) 0.24847 (10) 0.4606 (5) 0.0270 (6)

C9A −0.01770 (10) 0.20845 (11) 0.3252 (6) 0.0268 (6)

C9B 0.02350 (10) 0.21262 (11) 0.1197 (6) 0.0277 (7)

C81 −0.11683 (10) 0.25757 (11) 0.8336 (6) 0.0286 (7)

C82 −0.10611 (11) 0.31220 (11) 0.8917 (7) 0.0366 (8)

H82 −0.0768 0.3298 0.7999 0.046*

C83 −0.16051 (11) 0.23337 (12) 0.9706 (7) 0.0359 (8)

H83 −0.1687 0.1966 0.9331 0.045*

C84 −0.13813 (13) 0.34066 (13) 1.0825 (7) 0.0461 (9)

H84 −0.1305 0.3776 1.1209 0.058*

C85 −0.18091 (14) 0.31576 (14) 1.2163 (7) 0.0487 (9)

H85 −0.2027 0.3354 1.3468 0.061*

C86 −0.19216 (12) 0.26215 (14) 1.1607 (7) 0.0447 (8)

H86 −0.2217 0.2450 1.2530 0.056*

O1W 0.00569 (10) 0.35901 (8) 0.2749 (5) 0.0458 (6)

H1W 0.0192 (12) 0.3296 (9) 0.205 (7) 0.057*

H2W 0.0023 (14) 0.3797 (11) 0.136 (5) 0.057*

O2W 0.00206 (9) 0.41992 (8) −0.2372 (5) 0.0424 (6)

H3W 0.0275 (9) 0.4414 (10) −0.228 (8) 0.053*

H4W 0.0047 (14) 0.4002 (11) −0.384 (5) 0.053*

Atomic displacement parameters (Å2)

U11 U22 U33 U12 U13 U23

N1 0.0285 (13) 0.0382 (14) 0.0281 (14) −0.0063 (11) −0.0052 (12) 0.0025 (12)

C2 0.0356 (17) 0.0506 (19) 0.0335 (19) −0.0082 (15) −0.0038 (17) 0.0070 (17)

C3 0.0285 (16) 0.060 (2) 0.0311 (17) −0.0034 (15) 0.0030 (15) −0.0033 (17)

C4 0.0293 (16) 0.0493 (19) 0.0312 (19) 0.0022 (14) −0.0051 (15) −0.0096 (17)

C4A 0.0242 (15) 0.0392 (17) 0.0298 (17) 0.0035 (13) −0.0083 (15) −0.0021 (15)

C5 0.0300 (16) 0.0323 (16) 0.040 (2) 0.0049 (13) −0.0077 (16) −0.0061 (16)

C6 0.0330 (16) 0.0279 (15) 0.0386 (18) −0.0009 (13) −0.0027 (16) 0.0012 (15)

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Acta Cryst. (2002). E58, o1150–o1151

C7 0.0272 (15) 0.0280 (15) 0.0283 (17) −0.0035 (12) −0.0008 (14) 0.0025 (14)

C8 0.0233 (14) 0.0300 (15) 0.0255 (15) −0.0001 (12) −0.0073 (14) 0.0009 (14)

N9 0.0285 (13) 0.0257 (13) 0.0268 (14) −0.0011 (11) −0.0025 (11) 0.0007 (12)

C9A 0.0227 (14) 0.0297 (15) 0.0278 (15) 0.0018 (12) −0.0074 (13) −0.0013 (14)

C9B 0.0245 (14) 0.0363 (16) 0.0222 (16) −0.0025 (12) −0.0088 (13) 0.0001 (14)

C81 0.0308 (15) 0.0324 (16) 0.0227 (16) 0.0042 (13) −0.0076 (14) −0.0013 (14)

C82 0.0401 (17) 0.0352 (16) 0.0345 (19) 0.0071 (14) −0.0070 (16) 0.0008 (15)

C83 0.0327 (16) 0.0377 (17) 0.0371 (19) 0.0038 (13) −0.0027 (15) −0.0004 (16)

C84 0.058 (2) 0.0399 (19) 0.040 (2) 0.0129 (17) −0.0138 (19) −0.0109 (17)

C85 0.050 (2) 0.059 (2) 0.037 (2) 0.0256 (19) −0.0044 (19) −0.0102 (18)

C86 0.0387 (18) 0.062 (2) 0.033 (2) 0.0122 (16) 0.0023 (16) −0.0013 (19)

O1W 0.0617 (15) 0.0379 (14) 0.0379 (14) 0.0026 (12) −0.0016 (12) −0.0008 (11)

O2W 0.0496 (14) 0.0365 (14) 0.0412 (13) −0.0047 (10) 0.0001 (12) −0.0056 (12)

Geometric parameters (Å, º)

N1—C2 1.332 (4) C8—C81 1.451 (4)

N1—C9B 1.367 (3) N9—C9A 1.371 (3)

C2—C3 1.387 (4) N9—H1 0.88 (3)

C2—H2 0.95 C9A—C9B 1.408 (4)

C3—C4 1.368 (4) C81—C83 1.394 (4)

C3—H3 0.95 C81—C82 1.405 (4)

C4—C4A 1.402 (4) C82—C84 1.388 (4)

C4—H4 0.95 C82—H82 0.95

C4A—C9B 1.424 (4) C83—C86 1.385 (4)

C4A—C5 1.432 (4) C83—H83 0.95

C5—C6 1.359 (4) C84—C85 1.377 (4)

C5—H5 0.95 C84—H84 0.95

C6—C6A 1.423 (4) C85—C86 1.381 (4)

C6—H6 0.95 C85—H85 0.95

C6A—C9A 1.400 (4) C86—H86 0.95

C6A—C7 1.417 (4) O1W—H1W 0.865 (17)

C7—C8 1.378 (3) O1W—H2W 0.833 (18)

C7—H7 0.95 O2W—H3W 0.825 (17)

C8—N9 1.386 (3) O2W—H4W 0.849 (18)

C2—N1—C9B 117.3 (2) C9A—N9—H1 128 (2)

N1—C2—C3 123.9 (3) C8—N9—H1 123 (2)

N1—C2—H2 118.0 N9—C9A—C6A 107.7 (2)

C3—C2—H2 118.0 N9—C9A—C9B 129.5 (3)

C4—C3—C2 119.2 (3) C6A—C9A—C9B 122.8 (3)

C4—C3—H3 120.4 N1—C9B—C9A 120.4 (2)

C2—C3—H3 120.4 N1—C9B—C4A 122.5 (2)

C3—C4—C4A 119.8 (3) C9A—C9B—C4A 117.2 (3)

C3—C4—H4 120.1 C83—C81—C82 118.1 (3)

C4A—C4—H4 120.1 C83—C81—C8 119.7 (2)

C4—C4A—C9B 117.2 (3) C82—C81—C8 122.2 (3)

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C9B—C4A—C5 119.6 (3) C84—C82—H82 119.8

C6—C5—C4A 121.9 (3) C81—C82—H82 119.8

C6—C5—H5 119.0 C86—C83—C81 121.0 (3)

C4A—C5—H5 119.0 C86—C83—H83 119.5

C5—C6—C6A 119.5 (3) C81—C83—H83 119.5

C5—C6—H6 120.3 C85—C84—C82 120.4 (3)

C6A—C6—H6 120.3 C85—C84—H84 119.8

C9A—C6A—C7 107.1 (2) C82—C84—H84 119.8

C9A—C6A—C6 119.1 (3) C86—C85—C84 119.9 (3)

C7—C6A—C6 133.7 (3) C86—C85—H85 120.0

C8—C7—C6A 107.8 (2) C84—C85—H85 120.0

C8—C7—H7 126.1 C85—C86—C83 120.2 (3)

C6A—C7—H7 126.1 C85—C86—H86 119.9

C7—C8—N9 108.0 (2) C83—C86—H86 119.9

C7—C8—C81 129.5 (3) H1W—O1W—H2W 105 (3)

N9—C8—C81 122.5 (2) H3W—O2W—H4W 111 (3)

C9A—N9—C8 109.4 (2)

C9B—N1—C2—C3 −1.6 (4) C2—N1—C9B—C9A −178.7 (2)

N1—C2—C3—C4 0.3 (5) C2—N1—C9B—C4A 1.7 (4)

C2—C3—C4—C4A 0.8 (4) N9—C9A—C9B—N1 −0.5 (4)

C3—C4—C4A—C9B −0.6 (4) C6A—C9A—C9B—N1 −179.3 (2)

C3—C4—C4A—C5 179.9 (3) N9—C9A—C9B—C4A 179.0 (3)

C4—C4A—C5—C6 −179.9 (3) C6A—C9A—C9B—C4A 0.2 (4)

C9B—C4A—C5—C6 0.6 (4) C4—C4A—C9B—N1 −0.7 (4)

C4A—C5—C6—C6A 0.0 (4) C5—C4A—C9B—N1 178.9 (2)

C5—C6—C6A—C9A −0.5 (4) C4—C4A—C9B—C9A 179.8 (2)

C5—C6—C6A—C7 −179.3 (3) C5—C4A—C9B—C9A −0.7 (4)

C9A—C6A—C7—C8 −0.3 (3) C7—C8—C81—C83 −17.8 (4)

C6—C6A—C7—C8 178.6 (3) N9—C8—C81—C83 165.7 (3)

C6A—C7—C8—N9 0.1 (3) C7—C8—C81—C82 158.8 (3)

C6A—C7—C8—C81 −176.8 (3) N9—C8—C81—C82 −17.7 (4)

C7—C8—N9—C9A 0.2 (3) C83—C81—C82—C84 0.6 (4)

C81—C8—N9—C9A 177.3 (2) C8—C81—C82—C84 −176.1 (3)

C8—N9—C9A—C6A −0.4 (3) C82—C81—C83—C86 −0.6 (4)

C8—N9—C9A—C9B −179.3 (3) C8—C81—C83—C86 176.2 (3)

C7—C6A—C9A—N9 0.4 (3) C81—C82—C84—C85 −0.2 (4)

C6—C6A—C9A—N9 −178.7 (2) C82—C84—C85—C86 −0.1 (5)

C7—C6A—C9A—C9B 179.5 (2) C84—C85—C86—C83 0.0 (5)

C6—C6A—C9A—C9B 0.3 (4) C81—C83—C86—C85 0.3 (5)

Hydrogen-bond geometry (Å, º)

D—H···A D—H H···A D···A D—H···A

N9—H1···O1W 0.88 (3) 2.36 (3) 3.145 (3) 148 (3)

O2W—H3W···O2Wi 0.83 (2) 1.99 (2) 2.807 (3) 168 (3)

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Acta Cryst. (2002). E58, o1150–o1151

O1W—H1W···N1 0.87 (2) 1.94 (2) 2.801 (3) 172 (3)

O1W—H2W···O2W 0.83 (2) 2.02 (2) 2.840 (3) 170 (3)

Figure

Figure 2

References

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We also deal with the question whether the inferiority of the polluter pays principle in comparison to the cheapest cost avoider principle can be compensated

Although total labor earnings increase with the unskilled unions’ bargaining power, we can say nothing when the increase in production is due to stronger skilled unions, since

2 Percentage endorsement rates for items from the DISCO PDA measure stratified by group ( “substantial” PDA features, “some” PDA features and the rest of the sample).. N

ter mean to the prototypes computed from the true labels of all the samples. Similar to the semi-supervised scenario, we use a PN trained in the episodic mode as the feature

During the thesis work, I measured six different parameters: the number of emergency processes, hash table entry number, caching replacement policy, cache entry

• Storage node - node that runs Account, Container, and Object services • ring - a set of mappings of OpenStack Object Storage data to physical devices To increase reliability, you