Understanding the Perceptual Spectrum of Commercial Perfumes as a Basis for a Standard Sensory Wheel of Fragrances
Abstract
:1. Introduction
2. Materials and Methods
2.1. Comparison of Two Fragrance Maps and Discussion of the Sample
2.2. Daytime versus Nighttime Preference and Seasonal Preference
2.3. Quantitative Odor Profiles from Fragrantica’s Website
2.4. Dichotomic Matrix of Odor Profiles
2.5. Statistical Analysis
3. Results
3.1. Representativeness of the Perfume Set in the Market around the 1990s
3.2. Quantitative Odor Profiles from Fragrantica’s Website
3.3. Dichotomic Matrix of Odor Profiles
3.4. Multivariate Analysis of Olfactory Profiles
3.5. Daytime versus Nighttime and Seasonal Preference
3.6. Prediction of Daytime versus Nighttime Preference and Seasonal Preference
3.7. Prediction of the Cool Odor Character
3.8. Relationship between Cool, Oriental, and Winter Fragrances
3.9. Regression Models about “Like” versus “Dislike”
3.10. Classification of Perfumes as Men’s versus Women’s
4. Discussion
4.1. Interpretation of Daytime versus Nighttime Preference
4.2. Interpretation of the Masculine versus Feminine Polarity
4.3. Representativeness of the Perfume Set According to the Modern Market
5. Conclusions
Supplementary Materials
Funding
Acknowledgments
Conflicts of Interest
References
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Source | Nobs | Variables | Code 1 | |||
---|---|---|---|---|---|---|
Values | Nexcl | Nincluded | ||||
Jellinek [1,27] | 176 | −5 to 5 | 2 2 | 0 | ||
FrD: from consumer preferences | 171 | in % | 3 | 6 | Pday, Pnight, Pspring, Psummer, Pfall, Pwinter | ♦ |
FrD: from main accords | 171 | 0 to 5 | 14 | 18 | Xaldehydic, Xamber, Xanimalic, Xaromatic, Xbalsamic, Xcitrus, Xearthy, Xfloral, Xfresh-spicy, Xfruity, Xgreen, Xherbal, Xleather, Xmusky, Xpowdery, Xsweet, Xwarm-spicy, Xwoody | ♦ |
Haarmann & Reimer (H&R) guide [3] | 176 | 0 or 1 | 12 | 16 | IHRaldehydic, IHRambery, IHRbalsamic, IHRcitrusy, IHRfloral, IHRfresh, IHRfruity, IHRgreen, IHRherbaceous, IHRleathery, IHRmossy, IHRpowdery, IHRspicy, IHRsweet, IHRwarm, IHRwoody | ● |
Edwards’s guide (EdG) [11] | 163 | 0 or 1 | - | 3 | IEDfloral, IEDoriental, IEDfresh | ■ |
FrD, H&R [3], FSP [7], EdG [11] | 176 | 0 or 1 | - | 5 | Ialdehyde, Ichypre, Ifruity, Iaromatic, IFEM | ■ |
Women’s Fragrances | Men’s and Unisex Fragrances | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
H&R Categories | Scool1 | NJelli | NH&R | PJelli | PH&R | H&R Categories | Scool1 | NJelli | NH&R | PJelli | PH&R | |||
Floral fresh | 0.1 | 9 | 32 | 7.6 | 7.3 | Lavender fresh | 0 | 7 | 0.0 | 2.0 | ||||
Floral green | 0.6 | 7 | 20 | 5.9 | 4.6 | Lavender spicy | 3.9 | 2 | 8 | 3.4 | 2.3 | |||
Floral fruity | 3.1 | 2 | 20 | 1.7 | 4.6 | Fougère fresh | 1.7 | 15 | 59 | 25.9 | 16.7 | |||
Floral floral | −1.6 | 20 | 85 | 16.9 | 19.4 | Fougère floral | 3.0 | 6 | 24 | 10.3 | 6.8 | |||
Floral aldehydic | −0.8 | 15 | 71 | 12.7 | 16.2 | Fougère woody | 1.4 | 5 | 22 | 8.6 | 6.2 | |||
Floral ambery | −3.3 | 14 | 43 | 11.9 | 9.8 | Fougère ambery | 0 | 8 | 0.0 | 2.3 | ||||
Oriental ambery | −3.4 | 10 | 37 | 8.5 | 8.4 | Oriental ambery | −0.9 | 3 | 23 | 5.2 | 6.5 | |||
Oriental spicy | −2.2 | 6 | 23 | 5.1 | 5.2 | Oriental spicy | −0.4 | 3 | 21 | 5.2 | 5.9 | |||
Chypre fresh | 3.5 | 3 | 9 | 2.5 | 2.1 | Chypre fresh | 3.7 | 1 | 13 | 1.7 | 3.7 | |||
Chypre green | 1.6 | 4 | 10 | 3.4 | 2.3 | Chypre green | 1.8 | 4 | 14 | 6.9 | 4.0 | |||
Chypre fruity | −0.3 | 5 | 14 | 4.2 | 3.2 | Chypre coniferous | 1.9 | 1 | 17 | 1.7 | 4.8 | |||
Chypre floral | −0.5 | 11 | 36 | 9.3 | 8.2 | Chypre woody | 1.7 | 3 | 28 | 5.2 | 7.9 | |||
Chypre floral-animalic | 0.1 | 12 | 39 | 10.2 | 8.9 | Chypre leathery | 0.8 | 11 | 59 | 19.0 | 16.7 | |||
Citrus fresh | 4.7 | 1 | 10 | 1.7 | 2.8 | |||||||||
Citrus green | 0 | 6 | 0.0 | 1.7 | ||||||||||
Citrus fantasy | 4.5 | 2 | 27 | 3.4 | 7.6 | |||||||||
Citrus floral | 4.0 | 1 | 7 | 1.7 | 2.0 | |||||||||
Total | 118 | 439 | 100 | 100 | Total | 58 | 353 | 100 | 100 |
Top Note 1 | NF | NM | DPG2 | Middle Note 1 | NF | NM | DPG2 | Base Note 1 | NF | NM | DPG2 | ||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
fresh * | 236 | 340 | −6.0 | fresh | 13 | 50 | −3.1 | fresh | 1 | 7 | −0.9 | ||
floral * | 84 | 2 | 4.7 | floral | 435 | 246 | 4.1 | floral | 47 | 0 | 3.3 | ||
green * | 155 | 85 | 2.1 | green | 24 | 11 | 0.8 | green | 1 | 0 | |||
herbaceous * | 9 | 156 | −8.8 | herbaceous | 1 | 6 | −0.8 | herbaceous | 0 | 2 | |||
spicy * | 56 | 107 | −3.6 | spicy | 55 | 189 | −7.6 | spicy | 0 | 1 | |||
fruity * | 147 | 4 | 7.0 | fruity | 21 | 3 | 1.5 | fruity | 3 | 0 | |||
dry | 14 | 5 | 0.7 | dry | 13 | 50 | −3.1 | dry | 0 | 0 | |||
cool | 5 | 0 | 0.7 | cool | 19 | 7 | 0.9 | cool | 0 | 0 | |||
woody * | 0 | 3 | woody | 25 | 141 | −7.1 | woody | 155 | 150 | −1.2 | |||
sweet * | 1 | 0 | sweet | 46 | 4 | 2.8 | sweet | 108 | 49 | 2.3 | |||
resinous | 0 | 0 | resinous | 4 | 49 | −3.8 | resinous | 0 | 6 | −1.0 | |||
aldehydic * | 133 | 7 | 6.2 | exotic | 52 | 0 | 3.5 | powdery * | 241 | 135 | 2.8 | ||
citrusy * | 16 | 41 | −2.3 | elegant | 48 | 0 | 3.3 | mossy * | 72 | 180 | −6.3 | ||
agrumy | 5 | 1 | 0.5 | radiant | 19 | 0 | 1.7 | warm * | 98 | 39 | 2.5 | ||
precious | 19 | 0 | 1.7 | ambery * | 62 | 75 | −1.5 | ||||||
classic | 18 | 0 | 1.7 | balsamic * | 63 | 13 | 2.8 | ||||||
light | 15 | 0 | 1.5 | leathery * | 11 | 93 | −5.7 | ||||||
delicate | 11 | 0 | 1.2 | sensual | 70 | 0 | 4.3 | ||||||
rosy | 14 | 0 | 1.4 | feminine | 28 | 0 | 2.3 | ||||||
mild | 19 | 5 | 1.1 | ||||||||||
musky | 3 | 7 | −0.6 |
Boelens-Haring Database | ||||||
---|---|---|---|---|---|---|
Descriptor | NFrD | NH&R | p(2) 1 | Descriptor | p(1) 2 | |
woody | 150 | 107 | −0.018 | woody | −0.124 | |
floral | 111 | 158 | 0.186 | Floral | −0.010 | |
aromatic | 88 | 0 | 0.027 | lavender−earthy | 0.060 5 | |
balsamic | 63 | 23 | −0.257 | balsamic | −0.249 | |
fresh spicy | 59 | − | 0.076 | lavender−minty | 0.086 5 | |
green | 59 | 66 | 0.279 | green | 0.279 | |
warm spicy | 59 | 68 3 | −0.259 | spicy | −0.182 | |
powdery | 58 | 65 | −0.074 | powdery | −0.323 | |
earthy–mossy | 48 | 56 | −0.044 | earthy | −0.008 | |
sweet | 45 | 38 | −0.156 | sweet | −0.280 | |
citrus | 33 | 11 | 0.062 | citrusy | 0.189 | |
animalic | 26 | 18 4 | −0.116 | animal | −0.142 | |
leather | 22 | 18 | −0.156 | animal–smoky | −0.143 5 | |
aldehydic | 18 | 33 | 0.122 | aldehyde | 0.177 | |
musky | 18 | 5 | −0.099 | |||
amber | 10 | 29 | −0.142 | erogenic | −0.161 | |
herbal | 8 | 27 | 0.035 | vegetable | 0.126 | |
fruity | 7 | 44 | −0.034 | fruity | 0.085 | |
fresh 6 | 2 | 98 |
Category | Edwards’s Guide | Jellinek Perfumes | NF + NM + NU | Scool 1 | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
NF | NM | NU | NF | NM | NU | Jellinek | Edwards | |||||
citrus | 146 | 138 | 167 | 2 | 3 | 1 | 6 (3.7%) | 451 (7.9%) | 4.3 | |||
green | 33 | 15 | 29 | 5 | 2 | 0 | 7 (4.3%) | 77 (1.3%) | 2.4 | |||
fruity | 21 | 0 | 3 | 0 | 0 | 0 | 0 | 24 (0.4%) | ||||
water (marine) | 35 | 81 | 21 | 1 | 1 | 0 | 2 (1.2%) | 137 (2.4%) | 2.2 | |||
fougère aromatic | 8 | 572 | 21 | 0 | 20 | 1 | 21 (12.9%) | 601 (10.5%) | 2.1 | |||
woods | 71 | 263 | 63 | 0 | 4 | 0 | 4 (2.5%) | 397 (6.9%) | 1.8 | |||
mossy woods | 175 | 70 | 15 | 21 | 4 | 0 | 25 (15.3%) | 260 (4.5%) | 1.1 | |||
dry woods | 47 | 156 | 43 | 6 | 10 | 0 | 16 (9.8%) | 246 (4.3%) | 0.5 | |||
soft floral | 354 | 10 | 23 | 12 | 0 | 0 | 12 (7.4%) | 387 (6.8%) | −0.3 | |||
floral | 1446 | 17 | 44 | 24 | 1 | 0 | 25 (15.3%) | 1507 (26.3%) | −1.0 | |||
woody oriental | 352 | 361 | 65 | 10 | 6 | 0 | 16 (9.8%) | 778 (13.6%) | −1.6 | |||
soft oriental | 97 | 18 | 19 | 7 | 0 | 0 | 7 (4.3%) | 134 (2.3%) | −2.4 | |||
floral oriental | 533 | 1 | 6 | 17 | 0 | 0 | 17 (10.4%) | 540 (9.4%) | −3.0 | |||
oriental | 145 | 15 | 31 | 4 | 1 | 0 | 5 (3.1%) | 191 (3.3%) | −3.1 | |||
Total | 3463 | 1717 | 550 | 109 | 52 | 2 | 163 (100%) | 5730 (100%) |
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Zarzo, M. Understanding the Perceptual Spectrum of Commercial Perfumes as a Basis for a Standard Sensory Wheel of Fragrances. Cosmetics 2020, 7, 3. https://doi.org/10.3390/cosmetics7010003
Zarzo M. Understanding the Perceptual Spectrum of Commercial Perfumes as a Basis for a Standard Sensory Wheel of Fragrances. Cosmetics. 2020; 7(1):3. https://doi.org/10.3390/cosmetics7010003
Chicago/Turabian StyleZarzo, Manuel. 2020. "Understanding the Perceptual Spectrum of Commercial Perfumes as a Basis for a Standard Sensory Wheel of Fragrances" Cosmetics 7, no. 1: 3. https://doi.org/10.3390/cosmetics7010003
APA StyleZarzo, M. (2020). Understanding the Perceptual Spectrum of Commercial Perfumes as a Basis for a Standard Sensory Wheel of Fragrances. Cosmetics, 7(1), 3. https://doi.org/10.3390/cosmetics7010003