Sustainability and intermodality in humanitarian logistics: a two-stage multi-objective programming formulation
When managing crises and disasters, decision-makers face high uncertainty levels, disrupted supply chains, and damaged infrastructure. This complicates delivering resources that are essential for the survival of the victims. Flexible and adaptable supply networks are needed to ensure a consistent fl...
Saved in:
| Published in: | Annals of operations research Vol. 346; no. 2; pp. 1687 - 1716 |
|---|---|
| Main Authors: | , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
New York
Springer US
01.03.2025
Springer Nature B.V |
| Subjects: | |
| ISSN: | 0254-5330, 1572-9338 |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | When managing crises and disasters, decision-makers face high uncertainty levels, disrupted supply chains, and damaged infrastructure. This complicates delivering resources that are essential for the survival of the victims. Flexible and adaptable supply networks are needed to ensure a consistent flow of relief to the areas affected by disasters. Intermodality is a valuable approach when infrastructure is damaged, as it allows the use of different delivery modes to reach demand areas. Nevertheless, involving different transportation modes has an impact on the environment. Looking at the importance of helping victims and considering the environmental impact of humanitarian operations for long-term sustainability, intermodality and carbon emission reduction measures can be an interesting combination. This area, however, is currently understudied. This article introduces a two-stage stochastic formulation to fill that gap. The model addresses facility location, resource allocation, and intermodal relief distribution considering carbon emission reduction in facilities, intermodal activities, and distribution. The formulation minimises costs and the level of shortage of relief. The model is tested using a case study in Sinaloa, Mexico, to investigate the impact of intermodality and carbon emission reduction measures on costs and shortage of relief for disaster victims. The findings confirm that the model proposed allows for the diversification of transportation modes and reduces carbon emissions whilst achieving a good level of performance in both metrics. The comparison with a benchmark model without intermodality and carbon reduction measures suggests that the formulation can increase flexibility and reduce the level of CO
2
emissions whilst maintaining high satisfaction rates. |
|---|---|
| AbstractList | When managing crises and disasters, decision-makers face high uncertainty levels, disrupted supply chains, and damaged infrastructure. This complicates delivering resources that are essential for the survival of the victims. Flexible and adaptable supply networks are needed to ensure a consistent flow of relief to the areas affected by disasters. Intermodality is a valuable approach when infrastructure is damaged, as it allows the use of different delivery modes to reach demand areas. Nevertheless, involving different transportation modes has an impact on the environment. Looking at the importance of helping victims and considering the environmental impact of humanitarian operations for long-term sustainability, intermodality and carbon emission reduction measures can be an interesting combination. This area, however, is currently understudied. This article introduces a two-stage stochastic formulation to fill that gap. The model addresses facility location, resource allocation, and intermodal relief distribution considering carbon emission reduction in facilities, intermodal activities, and distribution. The formulation minimises costs and the level of shortage of relief. The model is tested using a case study in Sinaloa, Mexico, to investigate the impact of intermodality and carbon emission reduction measures on costs and shortage of relief for disaster victims. The findings confirm that the model proposed allows for the diversification of transportation modes and reduces carbon emissions whilst achieving a good level of performance in both metrics. The comparison with a benchmark model without intermodality and carbon reduction measures suggests that the formulation can increase flexibility and reduce the level of CO
2
emissions whilst maintaining high satisfaction rates. When managing crises and disasters, decision-makers face high uncertainty levels, disrupted supply chains, and damaged infrastructure. This complicates delivering resources that are essential for the survival of the victims. Flexible and adaptable supply networks are needed to ensure a consistent flow of relief to the areas affected by disasters. Intermodality is a valuable approach when infrastructure is damaged, as it allows the use of different delivery modes to reach demand areas. Nevertheless, involving different transportation modes has an impact on the environment. Looking at the importance of helping victims and considering the environmental impact of humanitarian operations for long-term sustainability, intermodality and carbon emission reduction measures can be an interesting combination. This area, however, is currently understudied. This article introduces a two-stage stochastic formulation to fill that gap. The model addresses facility location, resource allocation, and intermodal relief distribution considering carbon emission reduction in facilities, intermodal activities, and distribution. The formulation minimises costs and the level of shortage of relief. The model is tested using a case study in Sinaloa, Mexico, to investigate the impact of intermodality and carbon emission reduction measures on costs and shortage of relief for disaster victims. The findings confirm that the model proposed allows for the diversification of transportation modes and reduces carbon emissions whilst achieving a good level of performance in both metrics. The comparison with a benchmark model without intermodality and carbon reduction measures suggests that the formulation can increase flexibility and reduce the level of CO 2 emissions whilst maintaining high satisfaction rates. When managing crises and disasters, decision-makers face high uncertainty levels, disrupted supply chains, and damaged infrastructure. This complicates delivering resources that are essential for the survival of the victims. Flexible and adaptable supply networks are needed to ensure a consistent flow of relief to the areas affected by disasters. Intermodality is a valuable approach when infrastructure is damaged, as it allows the use of different delivery modes to reach demand areas. Nevertheless, involving different transportation modes has an impact on the environment. Looking at the importance of helping victims and considering the environmental impact of humanitarian operations for long-term sustainability, intermodality and carbon emission reduction measures can be an interesting combination. This area, however, is currently understudied. This article introduces a two-stage stochastic formulation to fill that gap. The model addresses facility location, resource allocation, and intermodal relief distribution considering carbon emission reduction in facilities, intermodal activities, and distribution. The formulation minimises costs and the level of shortage of relief. The model is tested using a case study in Sinaloa, Mexico, to investigate the impact of intermodality and carbon emission reduction measures on costs and shortage of relief for disaster victims. The findings confirm that the model proposed allows for the diversification of transportation modes and reduces carbon emissions whilst achieving a good level of performance in both metrics. The comparison with a benchmark model without intermodality and carbon reduction measures suggests that the formulation can increase flexibility and reduce the level of CO2 emissions whilst maintaining high satisfaction rates. |
| Author | Rodríguez-Espíndola, Oscar Chowdhury, Soumyadeb Dey, Prasanta Albores, Pavel |
| Author_xml | – sequence: 1 givenname: Oscar orcidid: 0000-0002-4889-1565 surname: Rodríguez-Espíndola fullname: Rodríguez-Espíndola, Oscar email: o.rodriguez-espindola@aston.ac.uk organization: Aston Business School, Aston University – sequence: 2 givenname: Prasanta surname: Dey fullname: Dey, Prasanta organization: Aston Business School, Aston University – sequence: 3 givenname: Pavel surname: Albores fullname: Albores, Pavel organization: Aston Business School, Aston University – sequence: 4 givenname: Soumyadeb surname: Chowdhury fullname: Chowdhury, Soumyadeb organization: TBS Education |
| BookMark | eNp9kE9LxDAQxYMouK5-AU8Bz9Gk02xTbyL-A8GDeg7TNK1Z2kSTVPHb23UFwYOngZn3m3nzDsiuD94Sciz4qeC8OkuCl1XNeAGMy1LWDHbIQsiqYDWA2iULXsiSSQC-Tw5SWnPOhVByQcLjlDI6j40bXP6k6FvqfLZxDC1-d5ynL9OI3mWMDj0dQu9SdiadU6T5I7CZ7y0dpyE7Fpq1Ndm9W_oaQx9xHJ3vaRfiPMbsgj8kex0OyR791CV5vr56urxl9w83d5cX98yUIDNDBcLUrTDSqlWHvAUOTbFqAYyqZYtolWkkNF1RKSubohZNBaVp28quZLVCWJKT7d7Zx9tkU9brMEU_n9QglOB1VXCYVWqrMjGkFG2nzfzmxmeO6AYtuN7Eq7fx6jle_R2v3qDFH_Q1uhHj5_8QbKE0i31v46-rf6gvh-uSag |
| CitedBy_id | crossref_primary_10_1016_j_tre_2025_103989 crossref_primary_10_1080_13675567_2024_2367534 crossref_primary_10_3390_logistics8010032 crossref_primary_10_1016_j_tre_2024_103616 crossref_primary_10_1038_s41598_025_86129_1 |
| Cites_doi | 10.1007/s10479-018-2882-3 10.3390/ijerph111111081 10.1108/09513550810846087 10.1007/s10479-022-04820-2 10.1016/j.trd.2013.02.016 10.1080/15568318.2020.1773975 10.1007/s12544-017-0226-z 10.1016/j.ejor.2021.07.032 10.1007/s10479-014-1581-y 10.1016/j.jenvman.2022.115401 10.1007/s12524-021-01395-6 10.1108/13598541011054661 10.1016/j.ijpe.2009.10.004 10.1016/j.clet.2021.100144 10.1108/20426741111188329 10.1016/j.cie.2020.106676 10.1007/s10479-017-2572-6 10.1504/WRITR.2013.058976 10.1016/j.jbusres.2022.03.077 10.1016/j.enpol.2015.09.027 10.1080/00207543.2016.1174344 10.1007/s10479-018-2963-3 10.3390/su10082827 10.2307/4102445 10.1007/s10479-020-03814-2 10.1007/s10479-020-03570-3 10.1111/j.1937-5956.2009.01119.x 10.1080/00207543.2019.1669840 10.5055/jem.2011.0044 10.1016/j.tre.2018.03.012 10.1109/TEM.2022.3227329 10.1007/s12351-019-00538-5 10.1016/j.cie.2019.03.015 10.1016/j.amc.2018.03.071 10.1016/j.omega.2020.102388 10.1287/inte.1100.0526 10.2139/ssrn.3601667 10.1007/s10479-021-04487-1 10.1007/s10479-020-03671-z 10.1080/00207543.2019.1620363 10.1016/j.cor.2016.11.005 10.3390/su11236708 10.1016/j.seps.2011.04.004 10.1007/s10479-020-03699-1 10.1093/comjnl/30.1.8 10.1080/13675567.2020.1758047 10.1108/09600030910985848 10.1007/3-7908-1636-1 10.3141/2410-17 10.1016/j.bushor.2014.06.004 10.1016/j.ijdrr.2022.102828 10.1108/DPM-12-2014-0268 10.1016/j.ejor.2005.05.016 10.1111/poms.12098 10.1007/s11067-018-9438-6 10.5772/62573 10.1080/00207543.2019.1656836 10.1080/00207543.2019.1587187 10.1007/s11067-014-9227-9 10.1007/s13369-021-06001-y 10.3141/2532-08 10.1057/jors.2012.40 10.1007/s10479-016-2374-2 10.1016/j.ejor.2013.01.039 10.1016/j.tra.2018.01.037 10.1007/s11069-016-2318-9 10.1080/18756891.2014.853930 10.1016/j.jclepro.2017.11.037 10.1108/JHLSCM-07-2014-0026 10.1016/j.amc.2009.03.037 10.1016/j.cie.2021.107522 10.1007/s00291-023-00705-3 10.1108/IJPDLM-03-2017-0127 10.1080/13675567.2015.1103845 10.3390/su11123242 |
| ContentType | Journal Article |
| Copyright | The Author(s) 2023 Copyright Springer Nature B.V. Mar 2025 |
| Copyright_xml | – notice: The Author(s) 2023 – notice: Copyright Springer Nature B.V. Mar 2025 |
| DBID | C6C AAYXX CITATION 7TA 7TB 8FD FR3 JG9 JQ2 KR7 |
| DOI | 10.1007/s10479-023-05459-3 |
| DatabaseName | SpringerOpen CrossRef Materials Business File Mechanical & Transportation Engineering Abstracts Technology Research Database Engineering Research Database Materials Research Database ProQuest Computer Science Collection Civil Engineering Abstracts |
| DatabaseTitle | CrossRef Materials Research Database Civil Engineering Abstracts Technology Research Database Mechanical & Transportation Engineering Abstracts ProQuest Computer Science Collection Engineering Research Database Materials Business File |
| DatabaseTitleList | CrossRef Materials Research Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Engineering Computer Science Business |
| EISSN | 1572-9338 |
| EndPage | 1716 |
| ExternalDocumentID | 10_1007_s10479_023_05459_3 |
| GrantInformation_xml | – fundername: Newton Fund grantid: 527666998 funderid: http://dx.doi.org/10.13039/100010897 |
| GroupedDBID | -Y2 -~C -~X .4S .86 .DC .VR 06D 0R~ 0VY 1N0 1SB 2.D 203 23M 28- 2J2 2JN 2JY 2KG 2KM 2LR 2P1 2VQ 2~H 30V 4.4 406 408 409 40D 40E 5GY 5QI 5VS 67Z 6NX 7WY 88I 8AO 8FE 8FG 8FL 8TC 8VB 95- 95. 95~ 96X AAAVM AABHQ AACDK AAHNG AAIAL AAJBT AAJKR AANZL AAPKM AARHV AARTL AASML AATNV AATVU AAUYE AAWCG AAYIU AAYQN AAYTO AAYZH ABAKF ABBBX ABBXA ABDBE ABDZT ABECU ABFTV ABHLI ABHQN ABJCF ABJNI ABJOX ABKCH ABKTR ABMNI ABMQK ABNWP ABQBU ABQSL ABSXP ABTEG ABTHY ABTKH ABTMW ABULA ABUWG ABWNU ABXPI ACAOD ACBXY ACDTI ACGFS ACGOD ACHSB ACHXU ACIWK ACKNC ACMDZ ACMLO ACOKC ACOMO ACPIV ACZOJ ADHHG ADHIR ADHKG ADIMF ADKNI ADKPE ADRFC ADTPH ADURQ ADYFF ADZKW AEBTG AEFIE AEFQL AEGAL AEGNC AEJHL AEJRE AEKMD AEMSY AENEX AEOHA AEPYU AESKC AETLH AEVLU AEXYK AFBBN AFEXP AFGCZ AFKRA AFLOW AFQWF AFWTZ AFZKB AGAYW AGDGC AGGDS AGJBK AGMZJ AGQEE AGQMX AGRTI AGWIL AGWZB AGYKE AHAVH AHBYD AHKAY AHQJS AHSBF AHYZX AIAKS AIGIU AIIXL AILAN AITGF AJBLW AJRNO AJZVZ AKVCP ALMA_UNASSIGNED_HOLDINGS ALWAN AMKLP AMXSW AMYLF AMYQR AOCGG ARAPS ARCSS ARMRJ ASPBG AVWKF AXYYD AYFIA AYQZM AZFZN AZQEC B-. BA0 BAPOH BBWZM BDATZ BENPR BEZIV BGLVJ BGNMA BPHCQ BSONS C6C CAG CCPQU COF CS3 CSCUP DDRTE DL5 DNIVK DPUIP DWQXO EBLON EBO EBS EBU EDO EIOEI EJD ESBYG FEDTE FERAY FFXSO FIGPU FINBP FNLPD FRNLG FRRFC FSGXE FWDCC GGCAI GGRSB GJIRD GNUQQ GNWQR GQ7 GQ8 GROUPED_ABI_INFORM_RESEARCH GXS H13 HCIFZ HF~ HG5 HG6 HMJXF HQYDN HRMNR HVGLF HZ~ I-F I09 IAO IEA IHE IJ- IKXTQ ITC ITM IWAJR IXC IZIGR IZQ I~X I~Z J-C J0Z JBSCW JCJTX JZLTJ K1G K60 K6V K6~ K7- KDC KOV KOW L6V LAK LLZTM M0C M2P M4Y M7S MA- N2Q N95 N9A NB0 NDZJH NPVJJ NQJWS NU0 O9- O93 O9G O9I OAM OVD P19 P2P P62 P9M PF0 PHGZT PQBIZ PQBZA PQQKQ PROAC PT4 PT5 PTHSS Q2X QOK QOS QWB R4E R89 R9I RHV RNI RNS ROL RPX RSV RZC RZD RZK S16 S1Z S26 S27 S28 S3B SAP SBE SCF SCLPG SDH SDM SHX SISQX SJYHP SNE SNPRN SNX SOHCF SOJ SPISZ SRMVM SSLCW STPWE SZN T13 T16 TEORI TH9 TSG TSK TSV TUC TUS U2A UG4 UOJIU UTJUX UZXMN VC2 VFIZW W23 W48 WK8 YLTOR Z45 ZL0 ZMTXR ZYFGU ~8M ~A9 ~EX AAYXX ABBRH ABFSG ABRTQ ACSTC ADKFA AEZWR AFDZB AFFHD AFHIU AFOHR AGQPQ AHPBZ AHWEU AIXLP AMVHM ATHPR CITATION ICD PHGZM PQGLB 7TA 7TB 8FD FR3 JG9 JQ2 KR7 |
| ID | FETCH-LOGICAL-c435t-a831c9d1c5e86fa0d303b26d33c895daae8cb53bf278e5b291b734cdd7e6576a3 |
| IEDL.DBID | RSV |
| ISICitedReferencesCount | 10 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001018014500002&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 0254-5330 |
| IngestDate | Wed Nov 05 15:00:18 EST 2025 Sat Nov 29 08:07:18 EST 2025 Tue Nov 18 22:36:42 EST 2025 Wed Mar 26 01:23:02 EDT 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 2 |
| Keywords | Humanitarian logistics Intermodal transportation Carbon reduction Sustainability Multi-objective optimisation |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c435t-a831c9d1c5e86fa0d303b26d33c895daae8cb53bf278e5b291b734cdd7e6576a3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 |
| ORCID | 0000-0002-4889-1565 |
| OpenAccessLink | https://link.springer.com/10.1007/s10479-023-05459-3 |
| PQID | 3181097203 |
| PQPubID | 25585 |
| PageCount | 30 |
| ParticipantIDs | proquest_journals_3181097203 crossref_citationtrail_10_1007_s10479_023_05459_3 crossref_primary_10_1007_s10479_023_05459_3 springer_journals_10_1007_s10479_023_05459_3 |
| PublicationCentury | 2000 |
| PublicationDate | 2025-03-01 |
| PublicationDateYYYYMMDD | 2025-03-01 |
| PublicationDate_xml | – month: 03 year: 2025 text: 2025-03-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationPlace | New York |
| PublicationPlace_xml | – name: New York |
| PublicationTitle | Annals of operations research |
| PublicationTitleAbbrev | Ann Oper Res |
| PublicationYear | 2025 |
| Publisher | Springer US Springer Nature B.V |
| Publisher_xml | – name: Springer US – name: Springer Nature B.V |
| References | 5459_CR28 HSY Chen (5459_CR23) 2020 M Uddin (5459_CR100) 2019; 19 M Zhang (5459_CR105) 2019; 11 GC Souza (5459_CR95) 2014; 57 H Jammeli (5459_CR47) 2021; 21 M Cetin (5459_CR21) 2021; 49 X Yang (5459_CR102) 2018; 114 H Kunze (5459_CR57) 2022; 311 H Kavlak (5459_CR51) 2021 M Argoubi (5459_CR7) 2020; 294 5459_CR22 MA Ertem (5459_CR34) 2022; 72 B Adivar (5459_CR1) 2010; 15 G Fuli (5459_CR37) 2020 5459_CR26 5459_CR17 5459_CR19 5459_CR18 R Romero-Silva (5459_CR84) 2021; 100 Z Li (5459_CR60) 2019; 130 R Ishfaq (5459_CR46) 2013; 64 A Boostani (5459_CR12) 2020 LNV Wassenhove (5459_CR101) 2006; 57 AM Anaya-Arenas (5459_CR6) 2014; 223 G Kovacs (5459_CR55) 2009; 39 5459_CR91 E Demir (5459_CR29) 2019; 57 5459_CR90 5459_CR93 5459_CR92 H Zhang (5459_CR104) 2011 BM Beamon (5459_CR10) 2008; 21 5459_CR94 5459_CR97 N Kunz (5459_CR56) 2017; 20 5459_CR15 G Tirado (5459_CR98) 2014; 7 Y Qu (5459_CR78) 2016; 16 R Zimmerman (5459_CR106) 2015; 2532 5459_CR42 5459_CR44 AJ Craig (5459_CR27) 2013; 22 S Hosseini (5459_CR41) 2021; 159 5459_CR43 H Kaur (5459_CR50) 2019; 283 U Peretti (5459_CR77) 2015; 5 5459_CR45 5459_CR39 HG Resat (5459_CR80) 2019; 57 HO Mete (5459_CR68) 2010; 126 C Cao (5459_CR14) 2022 J Ruan (5459_CR87) 2018; 10 O Rodríguez-Espíndola (5459_CR83) 2020; 148 B Zhang (5459_CR103) 2018; 333 5459_CR31 5459_CR33 5459_CR32 HK Klein (5459_CR53) 1987; 30 T Rossi (5459_CR86) 2021; 24 DG Mogale (5459_CR70) 2020; 58 JT Mentzer (5459_CR67) 1995; 16 5459_CR62 M Falasca (5459_CR36) 2011; 1 5459_CR66 5459_CR69 S Duran (5459_CR30) 2011; 41 IC Bilegan (5459_CR11) 2022; 300 N Altay (5459_CR5) 2006; 175 M Çetin (5459_CR20) 2015; 16 S Torabi (5459_CR99) 2018; 113 L John (5459_CR49) 2019; 283 S Chowdhury (5459_CR24) 2022; 147 L Laguna-Salvadó (5459_CR58) 2019; 283 5459_CR59 H Kotzab (5459_CR54) 2005 5459_CR2 J Ruan (5459_CR88) 2014; 11 A Bask (5459_CR9) 2017; 47 GY Ke (5459_CR52) 2022; 309 5459_CR3 O Rodríguez-Espíndola (5459_CR81) 2022 G Galindo (5459_CR38) 2013 V Roso (5459_CR85) 2013; 4 B Stich (5459_CR96) 2014; 2410 C Cao (5459_CR13) 2018; 174 Y-K Lin (5459_CR61) 2019; 277 N Pashkevich (5459_CR76) 2019; 11 S Hamdan (5459_CR40) 2017; 81 B Balcik (5459_CR8) 2014; 23 G Mavrotas (5459_CR65) 2009; 213 DB Ozkapici (5459_CR73) 2016; 83 S Chowdhury (5459_CR25) 2022 LC Lu (5459_CR63) 2022; 317 TD Moshood (5459_CR71) 2021; 4 AM Caunhye (5459_CR16) 2012; 46 MA Ertem (5459_CR35) 2017; 9 LM Maiyar (5459_CR64) 2020; 58 5459_CR72 5459_CR75 5459_CR74 R Jayaraman (5459_CR48) 2015; 87 O Rodríguez-Espíndola (5459_CR82) 2023 JH Ruan (5459_CR89) 2016; 54 D Alexander (5459_CR4) 2015; 24 5459_CR79 |
| References_xml | – volume: 283 start-page: 1303 issue: 1 year: 2019 ident: 5459_CR58 publication-title: Annals of Operations Research doi: 10.1007/s10479-018-2882-3 – ident: 5459_CR75 – ident: 5459_CR69 – volume: 11 start-page: 11081 issue: 11 year: 2014 ident: 5459_CR88 publication-title: International Journal of Environmental Research and Public Health doi: 10.3390/ijerph111111081 – volume: 21 start-page: 4 issue: 1 year: 2008 ident: 5459_CR10 publication-title: International Journal of Public Sector Management doi: 10.1108/09513550810846087 – year: 2022 ident: 5459_CR14 publication-title: Annals of Operations Research doi: 10.1007/s10479-022-04820-2 – volume: 22 start-page: 49 year: 2013 ident: 5459_CR27 publication-title: Transportation Research Part d: Transport and Environment doi: 10.1016/j.trd.2013.02.016 – year: 2020 ident: 5459_CR12 publication-title: International Journal of Sustainable Transportation doi: 10.1080/15568318.2020.1773975 – volume: 9 start-page: 10 issue: 1 year: 2017 ident: 5459_CR35 publication-title: European Transport Research Review doi: 10.1007/s12544-017-0226-z – volume: 300 start-page: 164 issue: 1 year: 2022 ident: 5459_CR11 publication-title: European Journal of Operational Research doi: 10.1016/j.ejor.2021.07.032 – volume: 223 start-page: 53 issue: 1 year: 2014 ident: 5459_CR6 publication-title: Annals of Operations Research doi: 10.1007/s10479-014-1581-y – volume: 317 start-page: 115401 year: 2022 ident: 5459_CR63 publication-title: Journal of Environmental Management doi: 10.1016/j.jenvman.2022.115401 – ident: 5459_CR26 – ident: 5459_CR43 – volume: 49 start-page: 2311 issue: 10 year: 2021 ident: 5459_CR21 publication-title: Journal of the Indian Society of Remote Sensing doi: 10.1007/s12524-021-01395-6 – volume: 15 start-page: 290 issue: 4 year: 2010 ident: 5459_CR1 publication-title: Supply Chain Management: An International Journal doi: 10.1108/13598541011054661 – volume: 126 start-page: 76 issue: 1 year: 2010 ident: 5459_CR68 publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2009.10.004 – volume: 4 start-page: 100144 year: 2021 ident: 5459_CR71 publication-title: Cleaner Engineering and Technology doi: 10.1016/j.clet.2021.100144 – volume: 1 start-page: 151 issue: 2 year: 2011 ident: 5459_CR36 publication-title: Journal of Humanitarian Logistics and Supply Chain Management doi: 10.1108/20426741111188329 – volume: 16 start-page: 385 year: 2015 ident: 5459_CR20 publication-title: Journal of Environmental Protection and Ecology – ident: 5459_CR32 – volume: 148 start-page: 106676 year: 2020 ident: 5459_CR83 publication-title: Computers and Industrial Engineering doi: 10.1016/j.cie.2020.106676 – ident: 5459_CR19 – volume: 277 start-page: 95 issue: 1 year: 2019 ident: 5459_CR61 publication-title: Annals of Operations Research doi: 10.1007/s10479-017-2572-6 – volume: 4 start-page: 140 year: 2013 ident: 5459_CR85 publication-title: World Review of Intermodal Transportation Research doi: 10.1504/WRITR.2013.058976 – volume: 147 start-page: 362 year: 2022 ident: 5459_CR24 publication-title: Journal of Business Research doi: 10.1016/j.jbusres.2022.03.077 – volume: 87 start-page: 447 year: 2015 ident: 5459_CR48 publication-title: Energy Policy doi: 10.1016/j.enpol.2015.09.027 – volume: 54 start-page: 4368 issue: 14 year: 2016 ident: 5459_CR89 publication-title: International Journal of Production Research doi: 10.1080/00207543.2016.1174344 – volume: 283 start-page: 1227 issue: 1 year: 2019 ident: 5459_CR49 publication-title: Annals of Operations Research doi: 10.1007/s10479-018-2963-3 – volume: 10 start-page: 2827 issue: 8 year: 2018 ident: 5459_CR87 publication-title: Sustainability doi: 10.3390/su10082827 – ident: 5459_CR31 – volume: 57 start-page: 475 issue: 5 year: 2006 ident: 5459_CR101 publication-title: The Journal of the Operational Research Society doi: 10.2307/4102445 – ident: 5459_CR2 – ident: 5459_CR39 – volume: 311 start-page: 1067 issue: 2 year: 2022 ident: 5459_CR57 publication-title: Annals of Operations Research doi: 10.1007/s10479-020-03814-2 – volume: 294 start-page: 655 issue: 1 year: 2020 ident: 5459_CR7 publication-title: Annals of Operations Research doi: 10.1007/s10479-020-03570-3 – ident: 5459_CR90 doi: 10.1111/j.1937-5956.2009.01119.x – volume: 16 start-page: 231 issue: 1 year: 1995 ident: 5459_CR67 publication-title: Journal of Business Logistics – volume: 58 start-page: 5521 issue: 18 year: 2020 ident: 5459_CR70 publication-title: International Journal of Production Research doi: 10.1080/00207543.2019.1669840 – year: 2011 ident: 5459_CR104 publication-title: Journal of Emergency Management doi: 10.5055/jem.2011.0044 – ident: 5459_CR45 – ident: 5459_CR28 – ident: 5459_CR62 – volume: 113 start-page: 123 year: 2018 ident: 5459_CR99 publication-title: Transportation Research Part e: Logistics and Transportation Review doi: 10.1016/j.tre.2018.03.012 – year: 2022 ident: 5459_CR81 publication-title: IEEE Transactions on Engineering Management doi: 10.1109/TEM.2022.3227329 – volume: 21 start-page: 1613 issue: 3 year: 2021 ident: 5459_CR47 publication-title: Operational Research doi: 10.1007/s12351-019-00538-5 – volume: 130 start-page: 565 year: 2019 ident: 5459_CR60 publication-title: Computers and Industrial Engineering doi: 10.1016/j.cie.2019.03.015 – ident: 5459_CR59 – volume: 333 start-page: 506 year: 2018 ident: 5459_CR103 publication-title: Applied Mathematics and Computation doi: 10.1016/j.amc.2018.03.071 – ident: 5459_CR17 – volume: 100 start-page: 102388 year: 2021 ident: 5459_CR84 publication-title: Omega doi: 10.1016/j.omega.2020.102388 – volume: 41 start-page: 223 issue: 3 year: 2011 ident: 5459_CR30 publication-title: Interfaces doi: 10.1287/inte.1100.0526 – ident: 5459_CR93 – year: 2020 ident: 5459_CR23 publication-title: SSRN Electronic Journal doi: 10.2139/ssrn.3601667 – year: 2022 ident: 5459_CR25 publication-title: Annals of Operations Research doi: 10.1007/s10479-021-04487-1 – ident: 5459_CR94 – year: 2020 ident: 5459_CR37 publication-title: Annals of Operations Research doi: 10.1007/s10479-020-03671-z – volume: 57 start-page: 6162 issue: 19 year: 2019 ident: 5459_CR29 publication-title: International Journal of Production Research doi: 10.1080/00207543.2019.1620363 – volume: 81 start-page: 282 year: 2017 ident: 5459_CR40 publication-title: Computers and Operations Research doi: 10.1016/j.cor.2016.11.005 – ident: 5459_CR42 – volume: 11 start-page: 6708 issue: 23 year: 2019 ident: 5459_CR76 publication-title: Sustainability doi: 10.3390/su11236708 – volume: 46 start-page: 4 issue: 1 year: 2012 ident: 5459_CR16 publication-title: Socio-Economic Planning Sciences doi: 10.1016/j.seps.2011.04.004 – volume: 309 start-page: 457 issue: 2 year: 2022 ident: 5459_CR52 publication-title: Annals of Operations Research doi: 10.1007/s10479-020-03699-1 – volume: 30 start-page: 8 issue: 1 year: 1987 ident: 5459_CR53 publication-title: The Computer Journal doi: 10.1093/comjnl/30.1.8 – volume: 24 start-page: 346 issue: 4 year: 2021 ident: 5459_CR86 publication-title: International Journal of Logistics Research and Applications doi: 10.1080/13675567.2020.1758047 – volume: 39 start-page: 506 issue: 6 year: 2009 ident: 5459_CR55 publication-title: International Journal of Physical Distribution and Logistics Management doi: 10.1108/09600030910985848 – volume-title: Research methodologies in supply chain management year: 2005 ident: 5459_CR54 doi: 10.1007/3-7908-1636-1 – ident: 5459_CR79 – ident: 5459_CR33 – ident: 5459_CR18 – volume: 2410 start-page: 150 year: 2014 ident: 5459_CR96 publication-title: Transportation Research Record doi: 10.3141/2410-17 – ident: 5459_CR74 – volume: 57 start-page: 595 issue: 5 year: 2014 ident: 5459_CR95 publication-title: Business Horizons doi: 10.1016/j.bushor.2014.06.004 – volume: 72 start-page: 102828 year: 2022 ident: 5459_CR34 publication-title: International Journal of Disaster Risk Reduction doi: 10.1016/j.ijdrr.2022.102828 – volume: 24 start-page: 263 issue: 2 year: 2015 ident: 5459_CR4 publication-title: Disaster Prevention and Management: An International Journal doi: 10.1108/DPM-12-2014-0268 – volume: 175 start-page: 475 issue: 1 year: 2006 ident: 5459_CR5 publication-title: European Journal of Operational Research doi: 10.1016/j.ejor.2005.05.016 – ident: 5459_CR91 – ident: 5459_CR15 – volume: 23 start-page: 1028 issue: 6 year: 2014 ident: 5459_CR8 publication-title: Production and Operations Management doi: 10.1111/poms.12098 – volume: 19 start-page: 929 issue: 3 year: 2019 ident: 5459_CR100 publication-title: Networks and Spatial Economics doi: 10.1007/s11067-018-9438-6 – ident: 5459_CR22 doi: 10.5772/62573 – volume: 58 start-page: 5651 issue: 18 year: 2020 ident: 5459_CR64 publication-title: International Journal of Production Research doi: 10.1080/00207543.2019.1656836 – volume: 57 start-page: 6146 issue: 19 year: 2019 ident: 5459_CR80 publication-title: International Journal of Production Research doi: 10.1080/00207543.2019.1587187 – volume: 16 start-page: 303 issue: 1 year: 2016 ident: 5459_CR78 publication-title: Networks and Spatial Economics doi: 10.1007/s11067-014-9227-9 – ident: 5459_CR44 – year: 2021 ident: 5459_CR51 publication-title: Arabian Journal for Science and Engineering doi: 10.1007/s13369-021-06001-y – volume: 2532 start-page: 64 year: 2015 ident: 5459_CR106 publication-title: Transportation Research Record doi: 10.3141/2532-08 – volume: 64 start-page: 229 issue: 2 year: 2013 ident: 5459_CR46 publication-title: Journal of the Operational Research Society doi: 10.1057/jors.2012.40 – volume: 283 start-page: 309 issue: 1 year: 2019 ident: 5459_CR50 publication-title: Annals of Operations Research doi: 10.1007/s10479-016-2374-2 – year: 2013 ident: 5459_CR38 publication-title: European Journal of Operational Research doi: 10.1016/j.ejor.2013.01.039 – volume: 114 start-page: 380 year: 2018 ident: 5459_CR102 publication-title: Transportation Research Part a: Policy and Practice doi: 10.1016/j.tra.2018.01.037 – volume: 83 start-page: 345 issue: 1 year: 2016 ident: 5459_CR73 publication-title: Natural Hazards doi: 10.1007/s11069-016-2318-9 – volume: 7 start-page: 45 year: 2014 ident: 5459_CR98 publication-title: International Journal of Computational Intelligence Systems doi: 10.1080/18756891.2014.853930 – volume: 174 start-page: 1422 year: 2018 ident: 5459_CR13 publication-title: Journal of Cleaner Production doi: 10.1016/j.jclepro.2017.11.037 – volume: 5 start-page: 253 issue: 2 year: 2015 ident: 5459_CR77 publication-title: Journal of Humanitarian Logistics and Supply Chain Management doi: 10.1108/JHLSCM-07-2014-0026 – ident: 5459_CR92 – volume: 213 start-page: 455 issue: 2 year: 2009 ident: 5459_CR65 publication-title: Applied Mathematics and Computation doi: 10.1016/j.amc.2009.03.037 – ident: 5459_CR72 – ident: 5459_CR97 – volume: 159 start-page: 107522 year: 2021 ident: 5459_CR41 publication-title: Computers and Industrial Engineering doi: 10.1016/j.cie.2021.107522 – ident: 5459_CR66 – year: 2023 ident: 5459_CR82 publication-title: Or Spectrum doi: 10.1007/s00291-023-00705-3 – volume: 47 start-page: 560 issue: 7 year: 2017 ident: 5459_CR9 publication-title: International Journal of Physical Distribution and Logistics Management doi: 10.1108/IJPDLM-03-2017-0127 – volume: 20 start-page: 85 issue: 2 year: 2017 ident: 5459_CR56 publication-title: International Journal of Logistics Research and Applications doi: 10.1080/13675567.2015.1103845 – volume: 11 start-page: 3242 issue: 12 year: 2019 ident: 5459_CR105 publication-title: Sustainability doi: 10.3390/su11123242 – ident: 5459_CR3 |
| SSID | ssj0001185 |
| Score | 2.480936 |
| Snippet | When managing crises and disasters, decision-makers face high uncertainty levels, disrupted supply chains, and damaged infrastructure. This complicates... |
| SourceID | proquest crossref springer |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 1687 |
| SubjectTerms | Business and Management Carbon Combinatorics Disasters Emissions control Environmental impact Humanitarianism Infrastructure Intermodal Logistics Mathematical programming Multiple objective analysis Operations Research/Decision Theory Original Research Resource allocation Shortages Supply chains Sustainability Theory of Computation |
| Title | Sustainability and intermodality in humanitarian logistics: a two-stage multi-objective programming formulation |
| URI | https://link.springer.com/article/10.1007/s10479-023-05459-3 https://www.proquest.com/docview/3181097203 |
| Volume | 346 |
| WOSCitedRecordID | wos001018014500002&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAVX databaseName: SpringerLINK Contemporary 1997-Present customDbUrl: eissn: 1572-9338 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0001185 issn: 0254-5330 databaseCode: RSV dateStart: 19970101 isFulltext: true titleUrlDefault: https://link.springer.com/search?facet-content-type=%22Journal%22 providerName: Springer Nature |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LS8QwEB58IXrwsSqurpKDNw1sm77iTUTxJOILbyVNUh-4rWyr4r93kqa7KirosaRJyySZ-UK--QZgJ-8rE6dyKuMsooHKfMolbryYxyLRPNehkLbYRHx6mtzc8DOXFFa1bPf2StJ66g_JbkHMKcYYijAj5JRNwjSGu8QUbDi_uB75X4TMlriIRx9quJMuVeb7MT6HozHG_HItaqPN8eL__nMJFhy6JAfNcliGCV10YLYlt3dgsS3iQNye7sD8B0XCFSgv2oQqw5l9I6JQxChKDAelsogdn8hdI5qBp2xRkCaF6F5W-0SQ-rWk2P9WE0tUpGX20DhU4nhgA_wKMTjZVQ1bhavjo8vDE-pqMlCJwKqmImGe5MqToU6iXPQVhsDMjxRjMuGhEkInMgtZlvtxosPM514Ws0AqFesIjzaCrcFUURZ6HQj3JItCrYxmYWBSXpmv8wCtx0ItmNJd8NqpSaUTLDd1Mx7TsdSyMXWKpk6tqVPWhd1Rn6dGruPXt3vtjKdu61YpOjlzK-_3sXmvneFx88-jbfzt9U2Y800tYctn68FUPXzWWzAjX-r7arhtl_Q7DYDxrw |
| linkProvider | Springer Nature |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1ZS8QwEB688HjwWBVv8-CbBrZNr_gmoijqIl74VtIk1RVtZXdV_PdO0tRVUUEfS5q0TJKZL-SbbwA28qYycSqnMs4iGqjMp1zixot5LBLNcx0KaYtNxK1Wcn3NT11SWLdmu9dXktZTf0h2C2JOMcZQhBkhp2wQhgOMWEYx_-z86t3_ImS2xEU8-lDDnXSpMt-P8Tkc9THml2tRG232p_73n9Mw6dAl2amWwwwM6KIBozW5vQFTdREH4vZ0AyY-KBLOQnleJ1QZzuwrEYUiRlGi81Aqi9jxidxWohl4yhYFqVKI2rK7TQTpvZQU-99oYomKtMzuKodKHA_sAb9CDE52VcPm4HJ_72L3gLqaDFQisOpRkTBPcuXJUCdRLpoKQ2DmR4oxmfBQCaETmYUsy_040WHmcy-LWSCVinWERxvB5mGoKAu9AIR7kkWhVkazMDApr8zXeYDWY6EWTOlF8OqpSaUTLDd1M-7TvtSyMXWKpk6tqVO2CJvvfR4ruY5f316pZzx1W7ebopMzt_J-E5u36hnuN_882tLfXl-HsYOLk-P0-LB1tAzjvqkrbLltKzDU6zzpVRiRz712t7Nml_cbaUD0kw |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1ZS8QwEB50FdEHj1XxWDUPvmlw2_SKb6IuirIIHvhW0iT1QFvZrYr_3knauquoID6WXCWTZGaYb74B2EzbyuiplMowCainEpdyiRcv5KGINE-1L6QtNhF2u9H1NT8byuK3aPc6JFnmNBiWpqzYeVLpzlDimxdyivqGosnhc8pGYcwzQHrjr59ffbzFaD5bECO6QdTgKKu0me_n-KyaBvbmlxCp1Tydmf__8yxMV1Yn2SuPyRyM6KwJEzXovQkzdXEHUt31JkwNMRXOQ35eJ1oZLO0bEZkihmmi95gra8njF7ktyTTQ-xYZKVOL7mR_lwhSvOYUx99oYgGMNE_uy4eWVPiwR1yFGPu5qia2AJedw4v9I1rVaqASDa6Ciog5kitH-joKUtFWqBoTN1CMyYj7SggdycRnSeqGkfYTlztJyDypVKgDdHkEW4RGlmd6CQh3JAt8rQyXoWdSYZmrUxQurqMFU3oZnFpMsayIzE09jYd4QMFstjrGrY7tVsdsGbY-xjyVNB6_9m7V0o-rK92P8fEz0Xq3jc3btbQHzT_PtvK37hswcXbQiU-PuyerMOmacsMW8taCRtF71mswLl-Ku35v3Z70d89f_Xc |
| 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=Sustainability+and+intermodality+in+humanitarian+logistics%3A+a+two-stage+multi-objective+programming+formulation&rft.jtitle=Annals+of+operations+research&rft.au=Rodr%C3%ADguez-Esp%C3%ADndola%2C+Oscar&rft.au=Dey%2C+Prasanta&rft.au=Albores%2C+Pavel&rft.au=Chowdhury%2C+Soumyadeb&rft.date=2025-03-01&rft.pub=Springer+US&rft.issn=0254-5330&rft.eissn=1572-9338&rft.volume=346&rft.issue=2&rft.spage=1687&rft.epage=1716&rft_id=info:doi/10.1007%2Fs10479-023-05459-3&rft.externalDocID=10_1007_s10479_023_05459_3 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0254-5330&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0254-5330&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0254-5330&client=summon |