Recent application of spectroscopy for the detection of microalgae life information: A review

Monitoring the growth status of microalgae is very important. Traditional techniques for the detection and evaluation of life information during the growth of microalgae are tedious, laborious, destructive and time-consuming. Objective quality assessments and efficacious safety surveillance for micr...

Full description

Saved in:
Bibliographic Details
Published inApplied spectroscopy reviews Vol. 55; no. 1; pp. 26 - 59
Main Authors Liu, Jing-Yan, Zeng, Li-Hua, Ren, Zhen-Hui
Format Journal Article
LanguageEnglish
Published Philadelphia Taylor & Francis 02.01.2020
Taylor & Francis Ltd
Subjects
Online AccessGet full text
ISSN0570-4928
1520-569X
DOI10.1080/05704928.2018.1509345

Cover

Loading…
Abstract Monitoring the growth status of microalgae is very important. Traditional techniques for the detection and evaluation of life information during the growth of microalgae are tedious, laborious, destructive and time-consuming. Objective quality assessments and efficacious safety surveillance for microalgal growth information are inseparable from innovative techniques. This review focuses on the applications of several valuable spectroscopic techniques, including visible and near-infrared spectroscopy, Raman spectroscopy, Fourier Transform Infrared (FTIR) spectroscopy and fluorescence spectroscopy, for the rapid and nondestructive detection of microalgae growth information, such as pigment content, oil content, biomass content and identification of algae species. The fundamentals of Spectroscopic Techniques are presented and discussed. Then, we illustrate the most typically and commonly used chemometric analysis, such as spectral preprocessing and modeling methods. Moreover, the advantages and disadvantages of these technologies are discussed, and the applications of these technologies are summarized.
AbstractList Monitoring the growth status of microalgae is very important. Traditional techniques for the detection and evaluation of life information during the growth of microalgae are tedious, laborious, destructive and time-consuming. Objective quality assessments and efficacious safety surveillance for microalgal growth information are inseparable from innovative techniques. This review focuses on the applications of several valuable spectroscopic techniques, including visible and near-infrared spectroscopy, Raman spectroscopy, Fourier Transform Infrared (FTIR) spectroscopy and fluorescence spectroscopy, for the rapid and nondestructive detection of microalgae growth information, such as pigment content, oil content, biomass content and identification of algae species. The fundamentals of Spectroscopic Techniques are presented and discussed. Then, we illustrate the most typically and commonly used chemometric analysis, such as spectral preprocessing and modeling methods. Moreover, the advantages and disadvantages of these technologies are discussed, and the applications of these technologies are summarized.
Author Liu, Jing-Yan
Zeng, Li-Hua
Ren, Zhen-Hui
Author_xml – sequence: 1
  givenname: Jing-Yan
  surname: Liu
  fullname: Liu, Jing-Yan
  email: Zenglh@cau.edu.cn, Renzh@hebau.edu.cn
  organization: College of Mechanical and Electrical Engineering, Hebei Agricultural University
– sequence: 2
  givenname: Li-Hua
  surname: Zeng
  fullname: Zeng, Li-Hua
  email: Zenglh@cau.edu.cn, Renzh@hebau.edu.cn
  organization: College of Mechanical and Electrical Engineering, Hebei Agricultural University
– sequence: 3
  givenname: Zhen-Hui
  surname: Ren
  fullname: Ren, Zhen-Hui
  organization: College of Mechanical and Electrical Engineering, Hebei Agricultural University
BookMark eNqFkMtKAzEUhoMoWKuPIARcT81lMpPRjaV4A0EQBTcS0uSMpkwnY5Ja-vZOL25c6Cpw-P7_5HxHaL_1LSB0SsmIEknOiShJXjE5YoTKERWk4rnYQwMqGMlEUb3uo8GaydbQITqKcUYIZbKkA_T2BAbahHXXNc7o5HyLfY1jByYFH43vVrj2AacPwBZSP90Rc2eC1827Bty4GrBre2y-KbjAYxzgy8HyGB3UuolwsnuH6OXm-nlylz083t5Pxg-Z4VymLIeiZGVNLOeVlbZgTDJSUDsVlaimZWHzXFgop5pbYpjUMjdMsBwYkVBpVvAhOtv2dsF_LiAmNfOL0PYrFeM8Z4UkUvSU2FL9z2MMUKsuuLkOK0WJWptUPybV2qTamexzl79yxqXNpSlo1_ybvtqmd4aWPjRWJb1qfKiDbo2Liv9d8Q2V2446
CitedBy_id crossref_primary_10_3390_mps7060091
crossref_primary_10_2139_ssrn_4020076
crossref_primary_10_1021_acsestwater_4c00853
crossref_primary_10_1016_j_jece_2025_115867
crossref_primary_10_1002_jrs_6161
crossref_primary_10_1016_j_mvr_2020_104092
crossref_primary_10_1007_s13659_024_00487_3
crossref_primary_10_3389_fmars_2023_1154461
crossref_primary_10_1007_s10811_021_02607_9
crossref_primary_10_1016_j_algal_2024_103649
crossref_primary_10_3390_bios14080397
crossref_primary_10_3390_ijms222011277
crossref_primary_10_3390_mi12101137
crossref_primary_10_1016_j_tifs_2021_11_002
crossref_primary_10_1063_5_0241920
crossref_primary_10_3390_en15030875
crossref_primary_10_1016_j_ejrs_2023_05_007
crossref_primary_10_1007_s11356_024_34258_x
crossref_primary_10_1080_05704928_2020_1728295
crossref_primary_10_1007_s10544_022_00621_3
crossref_primary_10_1016_j_chemolab_2023_104985
crossref_primary_10_3390_w16070946
crossref_primary_10_1007_s12010_021_03690_x
crossref_primary_10_1109_ACCESS_2024_3436838
crossref_primary_10_1080_05704928_2024_2422121
crossref_primary_10_1080_87559129_2021_1929297
crossref_primary_10_1007_s11157_023_09679_8
crossref_primary_10_1002_btpr_3197
crossref_primary_10_1007_s11947_021_02691_2
crossref_primary_10_1080_05704928_2023_2204946
crossref_primary_10_3390_ijpb14040065
crossref_primary_10_1016_j_jphotobiol_2022_112616
crossref_primary_10_3389_fmicb_2022_952597
crossref_primary_10_1007_s10811_024_03397_6
crossref_primary_10_1016_j_compag_2023_107684
crossref_primary_10_2166_ws_2021_427
Cites_doi 10.1016/j.biombioe.2012.06.007
10.4319/lom.2013.11.540
10.1016/j.tifs.2012.08.004
10.1007/s12161-017-0907-1
10.1016/j.foodchem.2017.04.049
10.1007/s00449-009-0319-8
10.1186/s13068-017-0967-x
10.1074/jbc.M110.157230
10.1002/jrs.4979
10.1016/j.foodchem.2017.01.024
10.1002/jbio.201000017
10.1007/s12161-017-1027-7
10.1016/S0958-1669(02)00295-1
10.1016/j.copbio.2012.09.008
10.1016/j.proenv.2013.06.056
10.1177/0003702817703270
10.1186/s12934-017-0817-3
10.1016/j.algal.2013.11.010
10.1002/lapl.201110060
10.1039/C6RA27270C
10.1016/j.catena.2013.03.009
10.1016/j.patcog.2008.09.009
10.13031/trans.12431
10.1038/s41598-017-08428-6
10.1007/s12393-016-9139-1
10.1016/j.meatsci.2017.09.016
10.1016/j.foodchem.2018.02.154
10.1088/0957-0233/27/12/125701
10.1016/j.algal.2016.09.007
10.1111/1541-4337.12141
10.1016/j.ifset.2013.04.016
10.1016/j.compag.2016.09.006
10.1016/j.biortech.2013.08.133
10.1002/biot.201400165
10.1007/s12155-013-9373-9
10.1016/j.jaridenv.2009.08.011
10.1007/BF00346338
10.1002/biot.201200391
10.1016/j.foodchem.2017.01.068
10.1366/14-07598
10.1002/cbic.201700314
10.1002/dta.2149
10.1016/j.rser.2009.10.009
10.1186/s13068-017-0977-8
10.1177/0003702816645605
10.1002/jbio.201000019
10.3390/ijms16047045
10.1002/bit.22617
10.1002/jrs.4321
10.1364/BOE.3.002896
10.1007/s10811-011-9774-0
10.1016/j.jglr.2015.12.006
10.1016/j.biortech.2007.05.040
10.1038/srep35340
10.1117/1.JBO.18.6.061210
10.1017/S0043933911000122
10.1016/j.tibtech.2013.04.005
10.1366/10-06122
10.1007/s00449-014-1194-5
10.1016/j.scienta.2012.02.002
10.1007/s12155-010-9098-y
10.1080/05704920902907440
10.1007/978-1-4939-2684-8_23
10.1016/j.biortech.2013.05.008
10.3390/w5042026
10.1023/A:1015158204181
10.1016/S0031-9422(99)00212-5
10.13031/2013.29582
10.1080/05704920701829043
10.1038/ismej.2011.150
10.1007/s10811-015-0569-6
10.1021/jf403086f
10.5344/ajev.2013.12133
10.1016/j.ecolind.2017.03.010
10.1016/j.algal.2017.04.013
10.1186/1754-6834-7-58
10.1080/07388551.2017.1398132
10.1002/bit.22220
10.1016/j.algal.2017.09.017
10.1201/b20220-16
10.1186/s12934-018-0879-x
10.1111/j.1472-765X.2004.01546.x
10.1016/j.seares.2013.01.001
10.1002/jrs.5103
10.1016/j.algal.2016.03.016
10.2166/wst.2013.317
10.1002/jsfa.5702
10.1007/s10811-005-0679-7
10.1016/j.postharvbio.2017.07.015
10.1007/s10811-013-0120-6
10.1016/j.biortech.2010.01.065
10.1016/S0141-0229(00)00266-0
10.1021/ac3028118
10.13031/trans.59.11396
10.4194/1303-2712-v18_11_06
10.1002/jrs.4173
10.1016/j.compag.2014.10.008
10.1016/0003-2670(94)00425-L
ContentType Journal Article
Copyright 2019 Taylor & Francis Group, LLC 2019
2019 Taylor & Francis Group, LLC
Copyright_xml – notice: 2019 Taylor & Francis Group, LLC 2019
– notice: 2019 Taylor & Francis Group, LLC
DBID AAYXX
CITATION
7U5
8FD
L7M
DOI 10.1080/05704928.2018.1509345
DatabaseName CrossRef
Solid State and Superconductivity Abstracts
Technology Research Database
Advanced Technologies Database with Aerospace
DatabaseTitle CrossRef
Technology Research Database
Advanced Technologies Database with Aerospace
Solid State and Superconductivity Abstracts
DatabaseTitleList
Technology Research Database
DeliveryMethod fulltext_linktorsrc
Discipline Chemistry
Physics
EISSN 1520-569X
EndPage 59
ExternalDocumentID 10_1080_05704928_2018_1509345
1509345
Genre Review
GrantInformation_xml – fundername: Top-notch talent plan program of higher education in Hebei
  grantid: 036
GroupedDBID -~X
.7F
.QJ
0BK
0R~
23M
2DF
30N
4.4
53G
5GY
5VS
6J9
AAENE
AAJMT
AALDU
AAMIU
AAPUL
AAQRR
ABCCY
ABFIM
ABHAV
ABJNI
ABLIJ
ABPAQ
ABPEM
ABTAI
ABXUL
ABXYU
ACGEJ
ACGFO
ACGFS
ACGOD
ACNCT
ACTIO
ADCVX
ADGTB
ADXPE
AEISY
AENEX
AEOZL
AEPSL
AEYOC
AFKVX
AGDLA
AGMYJ
AHDZW
AIJEM
AJWEG
AKBVH
AKOOK
ALMA_UNASSIGNED_HOLDINGS
ALQZU
AQRUH
AVBZW
AWYRJ
BLEHA
CCCUG
CE4
COF
CS3
DGEBU
DKSSO
EBS
E~A
E~B
GTTXZ
H13
HF~
HZ~
H~P
IPNFZ
J.P
KYCEM
LJTGL
M4Z
NA5
NW0
O9-
P2P
PQQKQ
RIG
RNANH
ROSJB
RTWRZ
S-T
SNACF
TBQAZ
TCY
TDBHL
TFL
TFT
TFW
TTHFI
TUROJ
TWF
UT5
UU3
WH7
ZGOLN
~02
~S~
AAGDL
AAHIA
AAYXX
ADYSH
AFRVT
AIYEW
AMPGV
CITATION
7U5
8FD
L7M
TASJS
ID FETCH-LOGICAL-c338t-4e6727f0d339d8d62282061db5959b76d445de7ba3d0c28a84c2524e208e9a263
ISSN 0570-4928
IngestDate Fri Jul 25 07:16:37 EDT 2025
Thu Apr 24 23:08:47 EDT 2025
Tue Jul 01 00:21:17 EDT 2025
Wed Dec 25 09:08:19 EST 2024
IsPeerReviewed true
IsScholarly true
Issue 1
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c338t-4e6727f0d339d8d62282061db5959b76d445de7ba3d0c28a84c2524e208e9a263
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
PQID 2334268085
PQPubID 53007
PageCount 34
ParticipantIDs informaworld_taylorfrancis_310_1080_05704928_2018_1509345
crossref_primary_10_1080_05704928_2018_1509345
crossref_citationtrail_10_1080_05704928_2018_1509345
proquest_journals_2334268085
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2020-01-02
PublicationDateYYYYMMDD 2020-01-02
PublicationDate_xml – month: 01
  year: 2020
  text: 2020-01-02
  day: 02
PublicationDecade 2020
PublicationPlace Philadelphia
PublicationPlace_xml – name: Philadelphia
PublicationTitle Applied spectroscopy reviews
PublicationYear 2020
Publisher Taylor & Francis
Taylor & Francis Ltd
Publisher_xml – name: Taylor & Francis
– name: Taylor & Francis Ltd
References CIT0072
CIT0071
CIT0074
CIT0073
CIT0076
CIT0075
CIT0078
Zhou H. (CIT0042) 2017; 37
CIT0077
CIT0110
CIT0070
Wang W.-P. (CIT0087) 2015; 35
CIT0113
CIT0079
CIT0115
CIT0114
CIT0085
CIT0084
CIT0086
CIT0001
CIT0089
CIT0003
CIT0002
CIT0005
CIT0004
CIT0007
CIT0006
CIT0009
Huang F.-T. (CIT0081) 2016; 36
CIT0094
CIT0096
CIT0095
CIT0010
CIT0098
Yin G.-F. (CIT0112) 2014; 34
CIT0097
CIT0012
CIT0011
CIT0099
Fang H. (CIT0056) 2017; 37
Huang Y. Y. (CIT0051) 2009; 105
CIT0090
CIT0092
CIT0091
CIT0014
CIT0013
CIT0016
CIT0015
CIT0018
CIT0017
CIT0019
Yu X.-Y. (CIT0111) 2014; 34
CIT0021
CIT0020
CIT0023
CIT0022
Channa Naseem Aslam (CIT0083) 2018; 31
Ren B.-W. (CIT0109) 2008; 28
Cheng C.-G. (CIT0082) 2004; 24
CIT0025
CIT0024
CIT0027
CIT0026
CIT0029
CIT0028
CIT0030
CIT0032
CIT0031
CIT0034
CIT0036
CIT0035
CIT0038
CIT0037
CIT0039
CIT0041
CIT0043
CIT0045
CIT0044
CIT0047
CIT0046
CIT0049
CIT0048
CIT0050
CIT0052
CIT0054
CIT0053
CIT0055
Zhao H.-R. (CIT0080) 2004; 24
CIT0058
Shao Y.-N. (CIT0067) 2015; 35
CIT0057
CIT0059
CIT0061
CIT0060
CIT0063
Wei X. (CIT0040) 2016; 36
CIT0062
CIT0065
CIT0064
CIT0100
CIT0066
CIT0069
CIT0102
CIT0068
CIT0101
CIT0104
CIT0103
CIT0106
CIT0105
CIT0108
Chai A. (CIT0088) 2011; 31
CIT0107
References_xml – ident: CIT0032
  doi: 10.1016/j.biombioe.2012.06.007
– ident: CIT0014
  doi: 10.4319/lom.2013.11.540
– ident: CIT0015
  doi: 10.1016/j.tifs.2012.08.004
– ident: CIT0028
  doi: 10.1007/s12161-017-0907-1
– ident: CIT0060
  doi: 10.1016/j.foodchem.2017.04.049
– volume: 37
  start-page: 3375
  issue: 11
  year: 2017
  ident: CIT0042
  publication-title: Spectrosc. Spect. Anal
– ident: CIT0037
  doi: 10.1007/s00449-009-0319-8
– ident: CIT0072
  doi: 10.1186/s13068-017-0967-x
– ident: CIT0075
  doi: 10.1074/jbc.M110.157230
– volume: 37
  start-page: 3108
  issue: 10
  year: 2017
  ident: CIT0056
  publication-title: Spectrosc. Spect. Anal
– ident: CIT0076
  doi: 10.1002/jrs.4979
– volume: 31
  start-page: 1506
  issue: 06
  year: 2011
  ident: CIT0088
  publication-title: Spectrosc. Spect. Anal
– volume: 24
  start-page: 1338
  issue: 11
  year: 2004
  ident: CIT0080
  publication-title: Spectrosc. Spect. Anal
– ident: CIT0059
  doi: 10.1016/j.foodchem.2017.01.024
– volume: 24
  start-page: 1355
  issue: 11
  year: 2004
  ident: CIT0082
  publication-title: Spectrosc. Spect. Anal
– ident: CIT0099
  doi: 10.1002/jbio.201000017
– ident: CIT0078
  doi: 10.1007/s12161-017-1027-7
– volume: 34
  start-page: 320
  issue: 09
  year: 2014
  ident: CIT0112
  publication-title: Acta. Optic. Sin
– volume: 36
  start-page: 48
  issue: 1
  year: 2016
  ident: CIT0081
  publication-title: Spectrosc. Spect. Anal
– ident: CIT0010
  doi: 10.1016/S0958-1669(02)00295-1
– ident: CIT0090
  doi: 10.1016/j.copbio.2012.09.008
– ident: CIT0026
  doi: 10.1016/j.proenv.2013.06.056
– ident: CIT0057
  doi: 10.1177/0003702817703270
– ident: CIT0086
  doi: 10.1186/s12934-017-0817-3
– volume: 34
  start-page: 302
  issue: 09
  year: 2014
  ident: CIT0111
  publication-title: Acta. Optic. Sin
– ident: CIT0017
  doi: 10.1016/j.algal.2013.11.010
– ident: CIT0050
  doi: 10.1002/lapl.201110060
– ident: CIT0107
  doi: 10.1039/C6RA27270C
– ident: CIT0030
  doi: 10.1016/j.catena.2013.03.009
– ident: CIT0016
  doi: 10.1016/j.patcog.2008.09.009
– ident: CIT0062
  doi: 10.13031/trans.12431
– ident: CIT0108
  doi: 10.1038/s41598-017-08428-6
– volume: 31
  start-page: 175
  issue: 1
  year: 2018
  ident: CIT0083
  publication-title: Pak. J. Pharm
– ident: CIT0018
  doi: 10.1007/s12393-016-9139-1
– ident: CIT0079
  doi: 10.1016/j.meatsci.2017.09.016
– volume: 28
  start-page: 1130
  issue: 05
  year: 2008
  ident: CIT0109
  publication-title: Spectrosc. Spect. Anal
– ident: CIT0006
  doi: 10.1016/j.foodchem.2018.02.154
– ident: CIT0114
  doi: 10.1088/0957-0233/27/12/125701
– ident: CIT0019
  doi: 10.13031/trans.12431
– ident: CIT0092
  doi: 10.1016/j.algal.2016.09.007
– ident: CIT0020
  doi: 10.1111/1541-4337.12141
– ident: CIT0001
  doi: 10.1016/j.ifset.2013.04.016
– ident: CIT0031
  doi: 10.1016/j.compag.2016.09.006
– ident: CIT0094
  doi: 10.1016/j.biortech.2013.08.133
– ident: CIT0071
  doi: 10.1002/biot.201400165
– ident: CIT0047
  doi: 10.1007/s12155-013-9373-9
– ident: CIT0025
  doi: 10.1016/j.jaridenv.2009.08.011
– ident: CIT0105
  doi: 10.1007/BF00346338
– ident: CIT0021
  doi: 10.1002/biot.201200391
– ident: CIT0058
  doi: 10.1016/j.foodchem.2017.01.068
– ident: CIT0073
  doi: 10.1366/14-07598
– ident: CIT0074
  doi: 10.1002/cbic.201700314
– ident: CIT0084
  doi: 10.1002/dta.2149
– ident: CIT0004
  doi: 10.1016/j.rser.2009.10.009
– ident: CIT0070
  doi: 10.1186/s13068-017-0977-8
– ident: CIT0100
  doi: 10.1177/0003702816645605
– ident: CIT0098
  doi: 10.1002/jbio.201000019
– ident: CIT0045
  doi: 10.3390/ijms16047045
– volume: 36
  start-page: 1352
  issue: 5
  year: 2016
  ident: CIT0040
  publication-title: Spectrosc. Spect. Anal
– volume: 105
  start-page: 889
  issue: 5
  year: 2009
  ident: CIT0051
  publication-title: Biotech. Bioeng
  doi: 10.1002/bit.22617
– ident: CIT0068
  doi: 10.1002/jrs.4321
– ident: CIT0069
  doi: 10.1364/BOE.3.002896
– ident: CIT0039
  doi: 10.1007/s10811-011-9774-0
– ident: CIT0011
  doi: 10.1016/j.jglr.2015.12.006
– ident: CIT0002
  doi: 10.1016/j.biortech.2007.05.040
– ident: CIT0054
  doi: 10.1038/srep35340
– ident: CIT0065
  doi: 10.1117/1.JBO.18.6.061210
– ident: CIT0038
  doi: 10.1017/S0043933911000122
– ident: CIT0024
  doi: 10.1016/j.tibtech.2013.04.005
– ident: CIT0096
  doi: 10.1366/10-06122
– ident: CIT0097
  doi: 10.1007/s00449-014-1194-5
– ident: CIT0103
  doi: 10.1016/j.scienta.2012.02.002
– ident: CIT0048
  doi: 10.1007/s12155-010-9098-y
– ident: CIT0022
  doi: 10.1080/05704920902907440
– ident: CIT0053
  doi: 10.1007/978-1-4939-2684-8_23
– ident: CIT0052
  doi: 10.1016/j.biortech.2013.05.008
– volume: 35
  start-page: 1908
  issue: 7
  year: 2015
  ident: CIT0067
  publication-title: Spectrosc. Spect. Anal
– ident: CIT0029
  doi: 10.3390/w5042026
– ident: CIT0009
  doi: 10.1023/A:1015158204181
– ident: CIT0091
  doi: 10.1016/S0031-9422(99)00212-5
– ident: CIT0034
  doi: 10.13031/2013.29582
– ident: CIT0089
  doi: 10.1080/05704920701829043
– ident: CIT0063
  doi: 10.1038/ismej.2011.150
– ident: CIT0013
  doi: 10.1007/s10811-015-0569-6
– ident: CIT0044
  doi: 10.1021/jf403086f
– ident: CIT0036
  doi: 10.5344/ajev.2013.12133
– ident: CIT0115
  doi: 10.1016/j.ecolind.2017.03.010
– ident: CIT0113
  doi: 10.1016/j.algal.2017.04.013
– ident: CIT0066
  doi: 10.1186/1754-6834-7-58
– ident: CIT0023
  doi: 10.1080/07388551.2017.1398132
– volume: 35
  start-page: 1243
  issue: 05
  year: 2015
  ident: CIT0087
  publication-title: Spectrosc. Spect. Anal
– ident: CIT0102
  doi: 10.1002/bit.22220
– ident: CIT0085
  doi: 10.1016/j.algal.2017.09.017
– ident: CIT0055
  doi: 10.1201/b20220-16
– ident: CIT0003
  doi: 10.1186/s12934-018-0879-x
– ident: CIT0041
  doi: 10.1111/j.1472-765X.2004.01546.x
– ident: CIT0012
  doi: 10.1016/j.seares.2013.01.001
– ident: CIT0061
  doi: 10.1002/jrs.5103
– ident: CIT0110
  doi: 10.1016/j.algal.2016.03.016
– ident: CIT0035
  doi: 10.2166/wst.2013.317
– ident: CIT0104
  doi: 10.1002/jsfa.5702
– ident: CIT0005
  doi: 10.1007/s10811-005-0679-7
– ident: CIT0027
  doi: 10.1016/j.postharvbio.2017.07.015
– ident: CIT0049
  doi: 10.1007/s10811-013-0120-6
– ident: CIT0095
  doi: 10.1016/j.biortech.2010.01.065
– ident: CIT0101
  doi: 10.1016/S0141-0229(00)00266-0
– ident: CIT0077
  doi: 10.1021/ac3028118
– ident: CIT0046
  doi: 10.13031/trans.59.11396
– ident: CIT0007
  doi: 10.4194/1303-2712-v18_11_06
– ident: CIT0064
  doi: 10.1002/jrs.4173
– ident: CIT0043
  doi: 10.1016/j.compag.2014.10.008
– ident: CIT0106
  doi: 10.1016/0003-2670(94)00425-L
SSID ssj0012871
Score 2.4066324
SecondaryResourceType review_article
Snippet Monitoring the growth status of microalgae is very important. Traditional techniques for the detection and evaluation of life information during the growth of...
SourceID proquest
crossref
informaworld
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 26
SubjectTerms Algae
Fluorescence
fluorescence spectroscopy
Fourier Transform Infrared (FTIR) spectroscopy
Fourier transforms
Infrared spectra
Infrared spectroscopy
Microalgae
Near infrared radiation
Quality assessment
Raman spectroscopy
Spectrum analysis
visible and near-infrared spectroscopy
Title Recent application of spectroscopy for the detection of microalgae life information: A review
URI https://www.tandfonline.com/doi/abs/10.1080/05704928.2018.1509345
https://www.proquest.com/docview/2334268085
Volume 55
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3daxQxEA9aEX0RrYqtVfLgm-yxm69u-lZKyyHaB7lCLciy-Vg8qHel3XvQv96ZJPtxXqF-vCxHbpMsmd9OZjYzvyHkXel5Y7CgSSFrmwkwWTNtFc-0cIw71tQ6x-TkT6dqeiY-nMvz0YkpZpe0ZmJ_3ppX8i9ShTaQK2bJ_oVk-0GhAX6DfOEKEobrH8kYbL4QIj4cQqPtF5InkaRyefWjjyJ0vvW2u-M7RuFhEod_fzlvkDakz2GMmerXw4lBx1CbrNW1wROVaR_UM18FUMBumH0ZUHfhoz75OM-mq34X-Bz13cU3v4Dm-fjrA8vD14fBV51tFAIZ6S8JEBA65X77pF9hCKlC9dxeAUee3jWgJW2qRvtyJA7f0PgpRBLmwqkwVq-cgJGreWSp_I1MO_1znzxg4FZgxQuen_anTug94s7dPXiX8YVc7LdNsGbLrDHdbuzswVyZPSVPkp9BDyNonpF7frFNHh115f22ycMQ-2tvnpOvEUZ0BCO6bOhY0hTmpAAj2sMI7xhgRBFGdASjA3pIIzpekLOT49nRNEtVNzLLedlmwuPhfJM7zrUrnWIMKf4LZ6SW2uwrJ4R0ft_U3OWWlXUpLJNMeJaXXtdM8Zdka7Fc-FeEgjehlC-KRlojrDaa12Cx29oU0tVMmx0iuvWrbKKkx8ool1XRMdemZa9w2au07Dtk0ne7ipwsd3XQY-FUbUBtEwFb8Tv67nWSrNKrf1MxzsGyLcFd2f2PoV-Tx8MrtUe22uuVfwMmbmveBlz-AmfpnnI
linkProvider Taylor & Francis
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3JTsMwEB2xCMGFpYDY8YFrSuIljbkhBCpbTyD1gqx4iYQobUXDAb4ej5OgAkIcOCdjxRN7_DzLG4CjzLFCY0OTROQm4h6yRtKkLJLcUmZpkcsYi5Nve2n3nl_1RX-qFgbTKvEOXVREEcFW4-ZGZ3STEnfsMYYHtjRkZmVtD2kk42IW5oVMO9jFgMW9z0gC3gjQGnuRCGWaKp7fhvlyPn1hL_1hrcMRdLECpvn4KvPkqf1a6rZ5_8br-L_ZrcJyjVDJabWk1mDGDVuweNY0hmvBQsgaNZN1ePCg0x9aZCoKTkYFCdWbyJI5Gr8RPzPiQSaxrgxZX-GNZ0wDxCoSRwaPhSO1AvDxCTklVT3NBtxfnN-ddaO6X0Nk_EW3jLjDsG4RW8akzWxKKZLDJ1YLKaTupJZzYV1H58zGhmZ5xg0VlDsaZ07mNGWbMDccDd0WEI9D09QlSSGM5kZqyXKP9UyuE2FzKvU28OYvKVOTmWNPjYFKGs7TWosKtahqLW5D-1NsXLF5_CUgp5eAKoMbpah6nij2h-xes15UbRgmijLmMVHmge7OP4Y-hMXu3e2NurnsXe_CEkUfALqF6B7MlS-vbt8DpVIfhJ3wAdTdAo4
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1LT9wwEB5RUFsuvNqqFCg-cE2a-JGNe0PAaimw4sBKvVRW_JKqbndX3XCAX4_HSVYsFeLAORkrduzxZ8833wAclY55jQVNclGZhAfImkhTsERyS5mlvpIZJidfDYvBiP_4KTo24bylVeIZ2jdCEdFX4-KeWd8x4r4FiBFwLY3ErDINiEYyLt7AWoHi4ZjFkQ0XgQQ8EKAzDiYJ2nRJPM81s7Q9LYmX_ues4w7U3wTdfXtDPPmT3tY6NfdPZB1f1bkt2GjxKTluJtQ2rLjJDrw_6crC7cDbyBk18w_wK0DOsGWRRzFwMvUk5m6iRuZ0dkdCx0iAmMS6OnK-4ht_kQSIOSSOjH97R9r-4-Pv5Jg02TQfYdQ_uzkZJG21hsSEY26dcIdBXZ9ZxqQtbUEpSsPnVgsppO4VlnNhXU9XzGaGllXJDRWUO5qVTla0YJ9gdTKduM9AAgotCpfnXhjNjdSSVQHpmUrnwlZU6l3g3U9SppUyx4oaY5V3iqftKCocRdWO4i6kC7NZo-XxkoF8PANUHS9RfFPxRLEXbPe76aJatzBXlLGAiMoAc7-8oulDeHd92leX58OLPVineAGAd0J0H1brf7fuIKCkWn-N6-ABlM4BMg
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Recent+application+of+spectroscopy+for+the+detection+of+microalgae+life+information%3A+A+review&rft.jtitle=Applied+spectroscopy+reviews&rft.au=Liu%2C+Jing-Yan&rft.au=Zeng%2C+Li-Hua&rft.au=Ren%2C+Zhen-Hui&rft.date=2020-01-02&rft.pub=Taylor+%26+Francis&rft.issn=0570-4928&rft.eissn=1520-569X&rft.volume=55&rft.issue=1&rft.spage=26&rft.epage=59&rft_id=info:doi/10.1080%2F05704928.2018.1509345&rft.externalDocID=1509345
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0570-4928&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0570-4928&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0570-4928&client=summon