Crowdsourced text analysis to characterize the U.S. National Parks based on cultural ecosystem services
•We utilized TripAdvisor reviews to analyze CES in 48 U.S. National Parks.•A crowdsourced lexicon was generated to annotate phrases with eight CES.•Based on CES compositions, the parks were categorized into four groups.•Key phrases described points-of-interest and activities at each park level.•Unde...
Saved in:
| Published in | Landscape and urban planning Vol. 233; p. 104692 |
|---|---|
| Main Authors | , , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier B.V
01.05.2023
|
| Subjects | |
| Online Access | Get full text |
| ISSN | 0169-2046 1872-6062 |
| DOI | 10.1016/j.landurbplan.2023.104692 |
Cover
Loading…
| Abstract | •We utilized TripAdvisor reviews to analyze CES in 48 U.S. National Parks.•A crowdsourced lexicon was generated to annotate phrases with eight CES.•Based on CES compositions, the parks were categorized into four groups.•Key phrases described points-of-interest and activities at each park level.•Understanding CES can assist park management and planning.
Perceiving cultural ecosystem services (CES) are subject to physical landscape settings and sociocultural context. However, we still have a limited understanding of multiple CES and how they differ across heterogeneous landscapes. This study aims to identify and compare eight different CES across 48 National Parks in the United States. The study uses TripAdvisor reviews as a source of data and applies text analysis and a crowdsourced lexicon to assign CES for phrasal expressions.
We found that the parks can be grouped into four categories based on the composition of CES: (a) Aesthetic, (b) Biological/Spiritual, (c) Recreation/Identity, or (d) Cultural/Educational/Social values. The most commonly used phrases in the reviews correspond to the specific CES group of the park, while describing key attractions and popular activities. The geographic distribution of the parks also revealed spatial autocorrelations depending on the CES group. Overall, the study demonstrates how crowdsourced text analysis can be used to inform data-driven management strategies that promote unique niches for tourism while diversifying conservation agendas. |
|---|---|
| AbstractList | •We utilized TripAdvisor reviews to analyze CES in 48 U.S. National Parks.•A crowdsourced lexicon was generated to annotate phrases with eight CES.•Based on CES compositions, the parks were categorized into four groups.•Key phrases described points-of-interest and activities at each park level.•Understanding CES can assist park management and planning.
Perceiving cultural ecosystem services (CES) are subject to physical landscape settings and sociocultural context. However, we still have a limited understanding of multiple CES and how they differ across heterogeneous landscapes. This study aims to identify and compare eight different CES across 48 National Parks in the United States. The study uses TripAdvisor reviews as a source of data and applies text analysis and a crowdsourced lexicon to assign CES for phrasal expressions.
We found that the parks can be grouped into four categories based on the composition of CES: (a) Aesthetic, (b) Biological/Spiritual, (c) Recreation/Identity, or (d) Cultural/Educational/Social values. The most commonly used phrases in the reviews correspond to the specific CES group of the park, while describing key attractions and popular activities. The geographic distribution of the parks also revealed spatial autocorrelations depending on the CES group. Overall, the study demonstrates how crowdsourced text analysis can be used to inform data-driven management strategies that promote unique niches for tourism while diversifying conservation agendas. Perceiving cultural ecosystem services (CES) are subject to physical landscape settings and sociocultural context. However, we still have a limited understanding of multiple CES and how they differ across heterogeneous landscapes. This study aims to identify and compare eight different CES across 48 National Parks in the United States. The study uses TripAdvisor reviews as a source of data and applies text analysis and a crowdsourced lexicon to assign CES for phrasal expressions. We found that the parks can be grouped into four categories based on the composition of CES: (a) Aesthetic, (b) Biological/Spiritual, (c) Recreation/Identity, or (d) Cultural/Educational/Social values. The most commonly used phrases in the reviews correspond to the specific CES group of the park, while describing key attractions and popular activities. The geographic distribution of the parks also revealed spatial autocorrelations depending on the CES group. Overall, the study demonstrates how crowdsourced text analysis can be used to inform data-driven management strategies that promote unique niches for tourism while diversifying conservation agendas. |
| ArticleNumber | 104692 |
| Author | Kong, Inhye Sarmiento, Fausto O. Mu, Lan |
| Author_xml | – sequence: 1 givenname: Inhye orcidid: 0000-0002-0425-9226 surname: Kong fullname: Kong, Inhye email: inhye.kong@geo.uzh.ch organization: Department of Geography, University of Zurich, Switzerland – sequence: 2 givenname: Fausto O. surname: Sarmiento fullname: Sarmiento, Fausto O. organization: Department of Geography, University of Georgia, United States – sequence: 3 givenname: Lan surname: Mu fullname: Mu, Lan organization: Department of Geography, University of Georgia, United States |
| BookMark | eNqNkU9PGzEQxS0EEgnwHdxbL7u1vf9PVRW1FClqkYCz5R1PwOlmnXq8oeHTY0gPVU85zWjmvafRb-bsdPQjMvZBilwKWX9a54MZ7RT6baq5EqpI87Lu1AmbybZRWS1qdcpmSdtlKm3O2ZxoLYSQVS1n7HER_LMlPwVAyyP-idyMZtiTIx49hycTDEQM7gV5fEL-kN_l_IeJzicVvzXhF_HeUPL6kcM0xCmkOYKnPUXccMKwc4B0yc5WZiC8-lsv2MO3r_eL79ny5_XN4ssyg6IqY1YrqWRhbaHShWW_slI1SrRooS-s6FtbQmrbClRTqabrVIs9SmgLWDVlb6G4YB8Pudvgf09IUW8cAQ6JDvqJtGqLUlWikk2SdgcpBE8UcKW3wW1M2Gsp9Btcvdb_wNVvcPUBbvJ-_s8LLr5TicG44aiExSEBE42dw6AJHI7pCy4gRG29OyLlFZ89ohY |
| CitedBy_id | crossref_primary_10_3390_land13070995 crossref_primary_10_1016_j_jort_2025_100867 crossref_primary_10_1016_j_scitotenv_2024_174255 crossref_primary_10_1016_j_biocon_2024_110590 crossref_primary_10_1016_j_ecoser_2024_101680 crossref_primary_10_1016_j_scs_2024_106083 crossref_primary_10_3390_land14020302 crossref_primary_10_1108_IJCHM_02_2023_0190 crossref_primary_10_1080_19463138_2024_2401826 crossref_primary_10_3390_land13122027 crossref_primary_10_1007_s41651_024_00193_1 crossref_primary_10_1016_j_landurbplan_2025_105323 crossref_primary_10_1016_j_ecolind_2023_110642 crossref_primary_10_3390_jop1010001 crossref_primary_10_1016_j_ufug_2024_128524 crossref_primary_10_34133_ehs_0282 crossref_primary_10_1016_j_apgeog_2024_103404 |
| Cites_doi | 10.5751/ES-12656-260405 10.1016/j.ecoser.2015.01.006 10.1016/j.tourman.2019.104041 10.1016/j.tourman.2016.10.001 10.1016/j.jhg.2017.01.006 10.1016/j.ecoser.2018.02.020 10.1016/j.ecoser.2014.04.002 10.1016/j.ecoser.2017.05.010 10.1016/j.tourman.2019.104002 10.1007/s10980-020-01181-8 10.1038/387253a0 10.1371/journal.pone.0200565 10.1016/j.landurbplan.2022.104511 10.5751/ES-05790-180344 10.1073/pnas.1114773109 10.18637/jss.v087.i07 10.1016/j.ecoser.2016.09.017 10.1016/j.ecolind.2017.02.009 10.1016/j.ecoser.2017.05.003 10.1016/j.tourman.2019.06.020 10.1371/journal.pbio.0040379 10.1016/j.ecolecon.2011.11.011 10.1016/j.ecoser.2017.02.009 10.1007/BF00337288 10.1016/j.landusepol.2018.05.049 10.1126/science.aap8826 10.1016/j.ecolind.2015.06.031 10.1080/01426397.2020.1749250 10.1016/j.ecoser.2019.100925 10.1016/j.ecoser.2017.02.026 10.1016/j.landurbplan.2018.03.021 10.3390/su11195386 10.1073/pnas.1614158113 10.1016/j.ecoser.2017.03.012 10.2305/IUCN.CH.2018.PAG.27.en 10.1371/journal.pone.0276432 10.1016/j.ecolecon.2014.05.013 10.1007/978-3-030-87007-2_48 10.1080/13658816.2013.772184 10.1016/j.cosust.2016.12.006 10.1017/S0030605318000212 10.1016/j.ecolind.2015.01.034 10.1016/j.landurbplan.2017.07.004 |
| ContentType | Journal Article |
| Copyright | 2023 |
| Copyright_xml | – notice: 2023 |
| DBID | AAYXX CITATION 7S9 L.6 |
| DOI | 10.1016/j.landurbplan.2023.104692 |
| DatabaseName | CrossRef AGRICOLA AGRICOLA - Academic |
| DatabaseTitle | CrossRef AGRICOLA AGRICOLA - Academic |
| DatabaseTitleList | AGRICOLA |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Sociology & Social History Ecology Environmental Sciences |
| EISSN | 1872-6062 |
| ExternalDocumentID | 10_1016_j_landurbplan_2023_104692 S0169204623000117 |
| GroupedDBID | --K --M .-4 .~1 0R~ 1B1 1RT 1~. 1~5 29L 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JM 9JO AABNK AABVA AACTN AAEDT AAEDW AAFJI AAIAV AAIKJ AAKOC AALCJ AALRI AAOAW AAQFI AAQXK AATLK AAXUO AAYOK ABFNM ABFYP ABGRD ABJNI ABLST ABMAC ABMMH ABXDB ABYKQ ACDAQ ACGFS ACHQT ACIUM ACKIV ACRLP ADBBV ADEZE ADMUD ADQTV AEBSH AEKER AENEX AEQOU AFKWA AFTJW AFXIZ AGHFR AGUBO AGYEJ AHEUO AHHHB AIEXJ AIKHN AITUG AJBFU AJOXV AKIFW AKYCK ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOMHK ASPBG AVARZ AVWKF AXJTR AZFZN BKOJK BLECG BLXMC CBWCG CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 F5P FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA HLV HMC HMY HVGLF HZ~ IHE J1W KCYFY KOM LPU LW9 LY9 M3Y M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. PRBVW Q38 R2- RIG ROL RPZ SAB SCC SDF SDG SEN SES SEW SPCBC SSA SSB SSJ SSO SSS SSZ T5K TN5 WUQ XOL Y6R ~02 ~G- AAHBH AATTM AAXKI AAYWO AAYXX ABWVN ACRPL ACVFH ADCNI ADNMO AEGFY AEIPS AEUPX AFJKZ AFPUW AGCQF AGQPQ AGRNS AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP BNPGV CITATION SSH 7S9 L.6 |
| ID | FETCH-LOGICAL-c354t-621213dd320004bfd127208edcb3d0b8d4cdcb85c275279928ebe1c83cf74bdc3 |
| IEDL.DBID | .~1 |
| ISSN | 0169-2046 |
| IngestDate | Fri Aug 22 20:25:27 EDT 2025 Thu Apr 24 23:07:26 EDT 2025 Tue Jul 01 01:45:31 EDT 2025 Fri Feb 23 02:38:36 EST 2024 |
| IsPeerReviewed | true |
| IsScholarly | true |
| Keywords | Protected areas Text analysis Landscape management Online tourism review Social media |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c354t-621213dd320004bfd127208edcb3d0b8d4cdcb85c275279928ebe1c83cf74bdc3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
| ORCID | 0000-0002-0425-9226 |
| PQID | 2834250517 |
| PQPubID | 24069 |
| ParticipantIDs | proquest_miscellaneous_2834250517 crossref_primary_10_1016_j_landurbplan_2023_104692 crossref_citationtrail_10_1016_j_landurbplan_2023_104692 elsevier_sciencedirect_doi_10_1016_j_landurbplan_2023_104692 |
| ProviderPackageCode | CITATION AAYXX |
| PublicationCentury | 2000 |
| PublicationDate | 2023-05-01 |
| PublicationDateYYYYMMDD | 2023-05-01 |
| PublicationDate_xml | – month: 05 year: 2023 text: 2023-05-01 day: 01 |
| PublicationDecade | 2020 |
| PublicationTitle | Landscape and urban planning |
| PublicationYear | 2023 |
| Publisher | Elsevier B.V |
| Publisher_xml | – name: Elsevier B.V |
| References | (November 2019), 104041. Malinga, Gordon, Jewitt, Lindborg (b0140) 2015; 13 Lai, S., Motroni, A., Santona, L., & Schirru, M. (2021). One place, different communities’ perceptions. Mapping cultural ecosystem services in the Asinara National Park (Italy). Wijffels, J. (2019). udpipe: Tokenization, Parts of Speech Tagging, Lemmatization and Dependency Parsing with the 'UDPipe' 'NLP' Toolkit. R package version 0.8.3. Wehrens, Kruisselbrink (b0270) 2018; 87 Mocior, Kruse (b0165) 2016; 60 Benoit, K., & Matsuo, A. (2020). spacyr: Wrapper to the 'spaCy' 'NLP' Library. R package version 1.2.1. Chen, Parkins, Sherren (b0035) 2018; 170 Mancini, Coghill, Lusseau (b0145) 2018; 13 Chan, Satterfield, Goldstein (b0025) 2012; 74 Donaldson, Gregory, Taylor (b0075) 2017; 56 Olafsson, S. A., Purves, R. S., Wartmann, F. M., Garcia-Martin, M., Fagerholm, N., Torralba, M., Albert, C., Verbrugge, L. N. H., Heikinheimo, V., Plieninger, T., Bieling, C., Kaaronen, R., Hartmann, M., & Raymond, C. M. (2022). Comparing landscape value patterns between participatory mapping and geolocated social media content across Europe. Fish, Church, Willis, Winter, Tratalos, Haines-Young (b0090) 2016; 21 Oliveira, T., Araujo, B., & Tam, C. (2020). Why do people share their travel experiences on social media? Zhang, Huang, Zhang, Buhalis (b0295) 2020 Oteros-Rozas, Martín-López, Fagerholm, Bieling, Plieninger (b0185) 2018; 94 Ghermandi, A., Camacho-Valdez, V., & Trejo-Espinosa, H. (2020). Social media-based analysis of cultural ecosystem services and heritage tourism in a coastal region of Mexico. (Issue 27). , Hale, Cook, Beltrán (b0095) 2019; 107 . Stålhammar, Pedersen (b0210) 2017; 26 (23), 8812–8819. United States National Park Service (USNPS). (2019). National park boundary GIS shapefile. (2), 213–213. Taecharungroj, Mathayomchan (b0220) 2019; 75 Wartmann, Mackaness (b0260) 2020; 45 Harrison, J. (2020). RSelenium: R Bindings for 'Selenium WebDriver'. R package version 1.7.7. Van Zanten, Van Berkel, Meentemeyer, Smith, Tieskens, Verburg (b0250) 2016; 113 Pascua, McMillen, Ticktin, Vaughan, Winter (b0190) 2017; 26 Derungs, Purves (b0065) 2014; 28 Daniel, T. C., Muhar, A., Arnberger, A., Aznar, O., Boyd, J. W., Chan, K. M. A., Costanza, R., Elmqvist, T., Flint, C. G., Gobster, P. H., Grêt-Regamey, A., Lave, R., Muhar, S., Penker, M., Ribe, R. G., Schauppenlehner, T., Sikor, T., Soloviy, I., Spierenburg, M., … von der Dunk, A. (2012). Contributions of cultural services to the ecosystem services agenda. Smit, Roux, Swemmer, Boshoff, Novellie (b0205) 2017; 28 (March 2017), 169–183. Clements, Cumming (b0045) 2017; 28 Kong, Sarmiento (b0115) 2022; 56 Díaz, Pascual, Stenseke, Martín-López, Watson, Molnár (b0070) 2018; 359 United States National Park Service (USNPS) (b0240) 2000 Langemeyer, Calcagni, Baró (b0130) 2018; 77 Xiang, Du, Ma, Fan (b0285) 2017; 58 Mangachena, Pickering (b0150) 2021; 285 Richards, Friess (b0200) 2015; 53 Teles da Mota, Pickering (b0225) 2020; 30 Thiemann, Riebl, Haensel, Schmitt, Steinbauer, Landwehr (b0230) 2022; 17 Chan, Shaw, Cameron, Underwood, Daily (b0030) 2006; 4 Dudley (b0080) 2008 Bieling (b0010) 2014; 8 675–691. Millennium Ecosystem Assessment (MEA) (b0160) 2005 Verschuuren, B., Mallarach, J.-M., & Bernbaum, E. (2018). Making the cultural and spiritual significance of nature work for protected areas. Dai, Zhang, Chen, Gong, Hou (b0055) 2019; 11 (June 2021), 104511. Pascual, Balvanera, Díaz, Pataki, Roth, Stenseke (b0195) 2017; 26–27 Milcu, Hanspach, Abson, Fischer (b0155) 2013; 18 Cheng, Van Damme, Li, Uyttenhove (b0040) 2019; 37 (September 2019), 104002. Leung, Y., Spenceley, A., Hvenegaard, G., Buckley, R., & Groves, C. (2018). Tourism and visitor management in protected areas : guidelines for sustainability. In Fellows, I. (2018). wordcloud: Word Clouds. R package version 2.6. Kohonen (b0110) 1982; 43 Yoshimura, Hiura (b0290) 2017; 24 Sultana, Selim (b0215) 2021; 26 Bieling, Plieninger, Pirker, Vogl (b0015) 2014; 105 Wartmann, F. M., & Purves, R. S. (2018). Investigating sense of place as a cultural ecosystem service in different landscapes through the lens of language. Wickham, H. (2020). rvest: Easily harvest (scrape) web pages. R package version 0.3.6. Costanza, D’Arge, De Groot, Farber, Grasso, Hannon (b0050) 1997; 387 Kosanic, Petzold (b0120) 2020; 45 Bullock, Joyce, Collier (b0020) 2018; 31 Wartmann, Koblet, Purves (bib297) 2021; 36 10.1016/j.landurbplan.2023.104692_b0245 10.1016/j.landurbplan.2023.104692_b0125 10.1016/j.landurbplan.2023.104692_b0005 Sultana (10.1016/j.landurbplan.2023.104692_b0215) 2021; 26 United States National Park Service (USNPS) (10.1016/j.landurbplan.2023.104692_b0240) Van Zanten (10.1016/j.landurbplan.2023.104692_b0250) 2016; 113 Yoshimura (10.1016/j.landurbplan.2023.104692_b0290) 2017; 24 Donaldson (10.1016/j.landurbplan.2023.104692_b0075) 2017; 56 Pascual (10.1016/j.landurbplan.2023.104692_b0195) 2017; 26–27 Malinga (10.1016/j.landurbplan.2023.104692_b0140) 2015; 13 Millennium Ecosystem Assessment (MEA) (10.1016/j.landurbplan.2023.104692_b0160) 2005 Mancini (10.1016/j.landurbplan.2023.104692_b0145) 2018; 13 10.1016/j.landurbplan.2023.104692_b0275 Milcu (10.1016/j.landurbplan.2023.104692_b0155) 2013; 18 Bieling (10.1016/j.landurbplan.2023.104692_b0015) 2014; 105 Zhang (10.1016/j.landurbplan.2023.104692_b0295) 2020 10.1016/j.landurbplan.2023.104692_b0085 Dudley (10.1016/j.landurbplan.2023.104692_b0080) 2008 Mocior (10.1016/j.landurbplan.2023.104692_b0165) 2016; 60 Richards (10.1016/j.landurbplan.2023.104692_b0200) 2015; 53 Taecharungroj (10.1016/j.landurbplan.2023.104692_b0220) 2019; 75 Chan (10.1016/j.landurbplan.2023.104692_b0030) 2006; 4 Dai (10.1016/j.landurbplan.2023.104692_b0055) 2019; 11 Díaz (10.1016/j.landurbplan.2023.104692_b0070) 2018; 359 10.1016/j.landurbplan.2023.104692_b0280 10.1016/j.landurbplan.2023.104692_bib296 Pascua (10.1016/j.landurbplan.2023.104692_b0190) 2017; 26 Wartmann (10.1016/j.landurbplan.2023.104692_b0260) 2020; 45 Chan (10.1016/j.landurbplan.2023.104692_b0025) 2012; 74 Kohonen (10.1016/j.landurbplan.2023.104692_b0110) 1982; 43 10.1016/j.landurbplan.2023.104692_b0100 Smit (10.1016/j.landurbplan.2023.104692_b0205) 2017; 28 10.1016/j.landurbplan.2023.104692_b0265 Bieling (10.1016/j.landurbplan.2023.104692_b0010) 2014; 8 Wehrens (10.1016/j.landurbplan.2023.104692_b0270) 2018; 87 Xiang (10.1016/j.landurbplan.2023.104692_b0285) 2017; 58 Derungs (10.1016/j.landurbplan.2023.104692_b0065) 2014; 28 Chen (10.1016/j.landurbplan.2023.104692_b0035) 2018; 170 Hale (10.1016/j.landurbplan.2023.104692_b0095) 2019; 107 Teles da Mota (10.1016/j.landurbplan.2023.104692_b0225) 2020; 30 Cheng (10.1016/j.landurbplan.2023.104692_b0040) 2019; 37 Thiemann (10.1016/j.landurbplan.2023.104692_b0230) 2022; 17 10.1016/j.landurbplan.2023.104692_b0135 Kong (10.1016/j.landurbplan.2023.104692_b0115) 2022; 56 10.1016/j.landurbplan.2023.104692_b0175 Oteros-Rozas (10.1016/j.landurbplan.2023.104692_b0185) 2018; 94 Clements (10.1016/j.landurbplan.2023.104692_b0045) 2017; 28 10.1016/j.landurbplan.2023.104692_b0255 Stålhammar (10.1016/j.landurbplan.2023.104692_b0210) 2017; 26 Fish (10.1016/j.landurbplan.2023.104692_b0090) 2016; 21 Wartmann (10.1016/j.landurbplan.2023.104692_bib297) 2021; 36 Langemeyer (10.1016/j.landurbplan.2023.104692_b0130) 2018; 77 Bullock (10.1016/j.landurbplan.2023.104692_b0020) 2018; 31 Costanza (10.1016/j.landurbplan.2023.104692_b0050) 1997; 387 Mangachena (10.1016/j.landurbplan.2023.104692_b0150) 2021; 285 Kosanic (10.1016/j.landurbplan.2023.104692_b0120) 2020; 45 10.1016/j.landurbplan.2023.104692_b0180 10.1016/j.landurbplan.2023.104692_b0060 |
| References_xml | – volume: 60 start-page: 137 year: 2016 end-page: 151 ident: b0165 article-title: Educational values and services of ecosystems and landscapes – An overview publication-title: Ecological Indicators – reference: Daniel, T. C., Muhar, A., Arnberger, A., Aznar, O., Boyd, J. W., Chan, K. M. A., Costanza, R., Elmqvist, T., Flint, C. G., Gobster, P. H., Grêt-Regamey, A., Lave, R., Muhar, S., Penker, M., Ribe, R. G., Schauppenlehner, T., Sikor, T., Soloviy, I., Spierenburg, M., … von der Dunk, A. (2012). Contributions of cultural services to the ecosystem services agenda. – year: 2008 ident: b0080 article-title: Guidelines for applying protected area management categories – reference: Leung, Y., Spenceley, A., Hvenegaard, G., Buckley, R., & Groves, C. (2018). Tourism and visitor management in protected areas : guidelines for sustainability. In – volume: 45 start-page: 662 year: 2020 end-page: 681 ident: b0260 article-title: Describing and mapping where people experience tranquillity. An exploration based on interviews and Flickr photographs publication-title: Landscape Research – reference: Lai, S., Motroni, A., Santona, L., & Schirru, M. (2021). One place, different communities’ perceptions. Mapping cultural ecosystem services in the Asinara National Park (Italy). – reference: United States National Park Service (USNPS). (2019). National park boundary GIS shapefile. – volume: 43 start-page: 59 year: 1982 end-page: 69 ident: b0110 article-title: Self-organized formation of topologically correct feature maps publication-title: Biological Cybernetics – volume: 75 start-page: 550 year: 2019 end-page: 568 ident: b0220 article-title: Analysing TripAdvisor reviews of tourist attractions in Phuket, Thailand – reference: (23), 8812–8819. – volume: 30 year: 2020 ident: b0225 article-title: Using social media to assess nature-based tourism: Current research and future trends publication-title: Journal of Outdoor Recreation and Tourism – volume: 87 start-page: 1 year: 2018 end-page: 18 ident: b0270 article-title: Flexible self-organizing maps in kohonen 3.0 publication-title: Journal of Statistical Software – reference: Ghermandi, A., Camacho-Valdez, V., & Trejo-Espinosa, H. (2020). Social media-based analysis of cultural ecosystem services and heritage tourism in a coastal region of Mexico. – reference: (2), 213–213. – volume: 45 year: 2020 ident: b0120 article-title: A systematic review of cultural ecosystem services and human wellbeing publication-title: Ecosystem Services – volume: 11 start-page: 5386 year: 2019 ident: b0055 article-title: Perceptions of cultural ecosystem services in urban parks based on social network data publication-title: Sustainability – volume: 28 start-page: 228 year: 2017 end-page: 237 ident: b0045 article-title: Manager strategies and user demands: Determinants of cultural ecosystem service bundles on private protected areas publication-title: Ecosystem Services – volume: 56 year: 2022 ident: b0115 article-title: Utilizing a crowdsourced phrasal lexicon to identify cultural ecosystem services in El Cajas National Park, Ecuador publication-title: Ecosystem Services – volume: 285 year: 2021 ident: b0150 article-title: Implications of social media discourse for managing national parks in South Africa publication-title: Journal of Environmental Management – volume: 4 start-page: 2138 year: 2006 end-page: 2152 ident: b0030 article-title: Conservation planning for ecosystem services publication-title: PLoS Biology – volume: 387 start-page: 253 year: 1997 end-page: 260 ident: b0050 article-title: The value of the world’s ecosystem services and natural capital publication-title: Nature – reference: Wickham, H. (2020). rvest: Easily harvest (scrape) web pages. R package version 0.3.6. – volume: 56 start-page: 43 year: 2017 end-page: 60 ident: b0075 article-title: Locating the beautiful, picturesque, sublime and majestic: Spatially analysing the application of aesthetic terminology in descriptions of the English Lake District publication-title: Journal of Historical Geography – volume: 18 start-page: 44 year: 2013 end-page: 88 ident: b0155 article-title: Cultural ecosystem services: A literature review and prospects for future research publication-title: Ecology and Society – volume: 105 start-page: 19 year: 2014 end-page: 30 ident: b0015 article-title: Linkages between landscapes and human well-being: An empirical exploration with short interviews publication-title: Ecological Economics – volume: 28 start-page: 238 year: 2017 end-page: 250 ident: b0205 article-title: Protected areas as outdoor classrooms and global laboratories: Intellectual ecosystem services flowing to-and-from a National Park publication-title: Ecosystem Services – volume: 359 start-page: 270 year: 2018 end-page: 272 ident: b0070 article-title: Assessing nature’s contributions to people publication-title: Science – volume: 107 year: 2019 ident: b0095 article-title: Cultural ecosystem services provided by rivers across diverse social-ecological landscapes: A social media analysis publication-title: Ecological Indicators – volume: 21 start-page: 329 year: 2016 end-page: 343 ident: b0090 article-title: Making space for cultural ecosystem services: Insights from a study of the UK nature improvement initiative publication-title: Ecosystem Services – reference: (Issue 27). – reference: (November 2019), 104041. – volume: 170 start-page: 283 year: 2018 end-page: 292 ident: b0035 article-title: Using geo-tagged Instagram posts to reveal landscape values around current and proposed hydroelectric dams and their reservoirs publication-title: Landscape and Urban Planning – volume: 28 start-page: 1272 year: 2014 end-page: 1293 ident: b0065 article-title: From text to landscape: Locating, identifying and mapping the use of landscape features in a Swiss Alpine corpus publication-title: International Journal of Geographical Information Science – volume: 94 start-page: 74 year: 2018 end-page: 86 ident: b0185 article-title: Using social media photos to explore the relation between cultural ecosystem services and landscape features across five European sites publication-title: Ecological Indicators – volume: 58 start-page: 51 year: 2017 end-page: 65 ident: b0285 article-title: A comparative analysis of major online review platforms: Implications for social media analytics in hospitality and tourism publication-title: Tourism Management – year: 2005 ident: b0160 article-title: Ecosytems and human well-being: Policy responses – year: 2000 ident: b0240 article-title: America's national park system: The critical documents – start-page: 1 year: 2020 end-page: 23 ident: b0295 article-title: Cultural ecosystem services evaluation using geolocated social media data: A review publication-title: Tourism Geographies – reference: , – reference: Verschuuren, B., Mallarach, J.-M., & Bernbaum, E. (2018). Making the cultural and spiritual significance of nature work for protected areas. – volume: 31 start-page: 142 year: 2018 end-page: 152 ident: b0020 article-title: An exploration of the relationships between cultural ecosystem services, socio-cultural values and well-being publication-title: Ecosystem Services – reference: Fellows, I. (2018). wordcloud: Word Clouds. R package version 2.6. – volume: 113 start-page: 12974 year: 2016 end-page: 12979 ident: b0250 article-title: Continental-scale quantification of landscape values using social media data publication-title: Proceedings of the National Academy of Sciences of the United States of America – volume: 26–27 start-page: 7 year: 2017 end-page: 16 ident: b0195 article-title: Valuing nature’s contributions to people: The IPBES approach publication-title: Current Opinion in Environmental Sustainability – reference: (June 2021), 104511. – volume: 8 start-page: 207 year: 2014 end-page: 215 ident: b0010 article-title: Cultural ecosystem services as revealed through short stories from residents of the Swabian Alb (Germany) publication-title: Ecosystem Services – reference: (March 2017), 169–183. – reference: Oliveira, T., Araujo, B., & Tam, C. (2020). Why do people share their travel experiences on social media? – volume: 37 year: 2019 ident: b0040 article-title: Evaluation of cultural ecosystem services: A review of methods publication-title: Ecosystem Services – reference: Wartmann, F. M., & Purves, R. S. (2018). Investigating sense of place as a cultural ecosystem service in different landscapes through the lens of language. – volume: 13 start-page: 57 year: 2015 end-page: 63 ident: b0140 article-title: Mapping ecosystem services across scales and continents - A review publication-title: Ecosystem Services – volume: 24 start-page: 68 year: 2017 end-page: 78 ident: b0290 article-title: Demand and supply of cultural ecosystem services: Use of geotagged photos to map the aesthetic value of landscapes in Hokkaido publication-title: Ecosystem Services – volume: 36 start-page: 2347 year: 2021 end-page: 2365 ident: bib297 article-title: Assessing experienced tranquillity through natural language processing and landscape ecology measures publication-title: Landscape Ecology – volume: 26 start-page: 1 year: 2017 end-page: 9 ident: b0210 article-title: Recreational cultural ecosystem services: How do people describe the value? publication-title: Ecosystem Services – volume: 74 start-page: 8 year: 2012 end-page: 18 ident: b0025 article-title: Rethinking ecosystem services to better address and navigate cultural values publication-title: Ecological Economics – reference: Olafsson, S. A., Purves, R. S., Wartmann, F. M., Garcia-Martin, M., Fagerholm, N., Torralba, M., Albert, C., Verbrugge, L. N. H., Heikinheimo, V., Plieninger, T., Bieling, C., Kaaronen, R., Hartmann, M., & Raymond, C. M. (2022). Comparing landscape value patterns between participatory mapping and geolocated social media content across Europe. – reference: Wijffels, J. (2019). udpipe: Tokenization, Parts of Speech Tagging, Lemmatization and Dependency Parsing with the 'UDPipe' 'NLP' Toolkit. R package version 0.8.3. – volume: 17 start-page: e0276432 year: 2022 ident: b0230 article-title: Perceptions of ecosystem services: Comparing socio-cultural and environmental influences publication-title: PLoS ONE – reference: (September 2019), 104002. – reference: . – reference: , 675–691. – volume: 53 start-page: 187 year: 2015 end-page: 195 ident: b0200 article-title: A rapid indicator of cultural ecosystem service usage at a fine spatial scale: Content analysis of social media photographs publication-title: Ecological Indicators – volume: 13 start-page: 1 year: 2018 end-page: 19 ident: b0145 article-title: Using social media to quantify spatial and temporal dynamics of nature-based recreational activities publication-title: PLoS ONE – reference: Benoit, K., & Matsuo, A. (2020). spacyr: Wrapper to the 'spaCy' 'NLP' Library. R package version 1.2.1. – volume: 77 start-page: 542 year: 2018 end-page: 552 ident: b0130 article-title: Mapping the intangible: Using geolocated social media data to examine landscape aesthetics publication-title: Land Use Policy – reference: Harrison, J. (2020). RSelenium: R Bindings for 'Selenium WebDriver'. R package version 1.7.7. – volume: 26 start-page: 465 year: 2017 end-page: 475 ident: b0190 article-title: Beyond services: A process and framework to incorporate cultural, genealogical, place-based, and indigenous relationships in ecosystem service assessments publication-title: Ecosystem Services – volume: 26 year: 2021 ident: b0215 article-title: Residents’ perceptions of the role and management of green spaces to provide cultural ecosystem services in Dhaka, Bangladesh publication-title: Ecology and Society – volume: 26 issue: 4 year: 2021 ident: 10.1016/j.landurbplan.2023.104692_b0215 article-title: Residents’ perceptions of the role and management of green spaces to provide cultural ecosystem services in Dhaka, Bangladesh publication-title: Ecology and Society doi: 10.5751/ES-12656-260405 – ident: 10.1016/j.landurbplan.2023.104692_b0245 – volume: 13 start-page: 57 year: 2015 ident: 10.1016/j.landurbplan.2023.104692_b0140 article-title: Mapping ecosystem services across scales and continents - A review publication-title: Ecosystem Services doi: 10.1016/j.ecoser.2015.01.006 – ident: 10.1016/j.landurbplan.2023.104692_b0180 doi: 10.1016/j.tourman.2019.104041 – volume: 56 issue: May year: 2022 ident: 10.1016/j.landurbplan.2023.104692_b0115 article-title: Utilizing a crowdsourced phrasal lexicon to identify cultural ecosystem services in El Cajas National Park, Ecuador publication-title: Ecosystem Services – year: 2005 ident: 10.1016/j.landurbplan.2023.104692_b0160 – volume: 58 start-page: 51 year: 2017 ident: 10.1016/j.landurbplan.2023.104692_b0285 article-title: A comparative analysis of major online review platforms: Implications for social media analytics in hospitality and tourism publication-title: Tourism Management doi: 10.1016/j.tourman.2016.10.001 – volume: 56 start-page: 43 year: 2017 ident: 10.1016/j.landurbplan.2023.104692_b0075 article-title: Locating the beautiful, picturesque, sublime and majestic: Spatially analysing the application of aesthetic terminology in descriptions of the English Lake District publication-title: Journal of Historical Geography doi: 10.1016/j.jhg.2017.01.006 – volume: 31 start-page: 142 year: 2018 ident: 10.1016/j.landurbplan.2023.104692_b0020 article-title: An exploration of the relationships between cultural ecosystem services, socio-cultural values and well-being publication-title: Ecosystem Services doi: 10.1016/j.ecoser.2018.02.020 – volume: 8 start-page: 207 year: 2014 ident: 10.1016/j.landurbplan.2023.104692_b0010 article-title: Cultural ecosystem services as revealed through short stories from residents of the Swabian Alb (Germany) publication-title: Ecosystem Services doi: 10.1016/j.ecoser.2014.04.002 – ident: 10.1016/j.landurbplan.2023.104692_b0240 – volume: 26 start-page: 1 year: 2017 ident: 10.1016/j.landurbplan.2023.104692_b0210 article-title: Recreational cultural ecosystem services: How do people describe the value? publication-title: Ecosystem Services doi: 10.1016/j.ecoser.2017.05.010 – ident: 10.1016/j.landurbplan.2023.104692_bib296 doi: 10.1016/j.tourman.2019.104002 – volume: 36 start-page: 2347 issue: 8 year: 2021 ident: 10.1016/j.landurbplan.2023.104692_bib297 article-title: Assessing experienced tranquillity through natural language processing and landscape ecology measures publication-title: Landscape Ecology doi: 10.1007/s10980-020-01181-8 – volume: 387 start-page: 253 issue: 6630 year: 1997 ident: 10.1016/j.landurbplan.2023.104692_b0050 article-title: The value of the world’s ecosystem services and natural capital publication-title: Nature doi: 10.1038/387253a0 – volume: 13 start-page: 1 issue: 7 year: 2018 ident: 10.1016/j.landurbplan.2023.104692_b0145 article-title: Using social media to quantify spatial and temporal dynamics of nature-based recreational activities publication-title: PLoS ONE doi: 10.1371/journal.pone.0200565 – ident: 10.1016/j.landurbplan.2023.104692_b0175 doi: 10.1016/j.landurbplan.2022.104511 – ident: 10.1016/j.landurbplan.2023.104692_b0275 – volume: 18 start-page: 44 issue: 3 year: 2013 ident: 10.1016/j.landurbplan.2023.104692_b0155 article-title: Cultural ecosystem services: A literature review and prospects for future research publication-title: Ecology and Society doi: 10.5751/ES-05790-180344 – ident: 10.1016/j.landurbplan.2023.104692_b0060 doi: 10.1073/pnas.1114773109 – volume: 87 start-page: 1 issue: 7 year: 2018 ident: 10.1016/j.landurbplan.2023.104692_b0270 article-title: Flexible self-organizing maps in kohonen 3.0 publication-title: Journal of Statistical Software doi: 10.18637/jss.v087.i07 – volume: 21 start-page: 329 year: 2016 ident: 10.1016/j.landurbplan.2023.104692_b0090 article-title: Making space for cultural ecosystem services: Insights from a study of the UK nature improvement initiative publication-title: Ecosystem Services doi: 10.1016/j.ecoser.2016.09.017 – ident: 10.1016/j.landurbplan.2023.104692_b0100 – volume: 30 issue: April year: 2020 ident: 10.1016/j.landurbplan.2023.104692_b0225 article-title: Using social media to assess nature-based tourism: Current research and future trends publication-title: Journal of Outdoor Recreation and Tourism – ident: 10.1016/j.landurbplan.2023.104692_b0085 – ident: 10.1016/j.landurbplan.2023.104692_b0005 – volume: 45 issue: October 2019 year: 2020 ident: 10.1016/j.landurbplan.2023.104692_b0120 article-title: A systematic review of cultural ecosystem services and human wellbeing publication-title: Ecosystem Services – volume: 94 start-page: 74 year: 2018 ident: 10.1016/j.landurbplan.2023.104692_b0185 article-title: Using social media photos to explore the relation between cultural ecosystem services and landscape features across five European sites publication-title: Ecological Indicators doi: 10.1016/j.ecolind.2017.02.009 – volume: 28 start-page: 238 year: 2017 ident: 10.1016/j.landurbplan.2023.104692_b0205 article-title: Protected areas as outdoor classrooms and global laboratories: Intellectual ecosystem services flowing to-and-from a National Park publication-title: Ecosystem Services doi: 10.1016/j.ecoser.2017.05.003 – volume: 75 start-page: 550 issue: July year: 2019 ident: 10.1016/j.landurbplan.2023.104692_b0220 article-title: Analysing TripAdvisor reviews of tourist attractions in Phuket, Thailand publication-title: Tourism Management doi: 10.1016/j.tourman.2019.06.020 – volume: 4 start-page: 2138 issue: 11 year: 2006 ident: 10.1016/j.landurbplan.2023.104692_b0030 article-title: Conservation planning for ecosystem services publication-title: PLoS Biology doi: 10.1371/journal.pbio.0040379 – volume: 74 start-page: 8 year: 2012 ident: 10.1016/j.landurbplan.2023.104692_b0025 article-title: Rethinking ecosystem services to better address and navigate cultural values publication-title: Ecological Economics doi: 10.1016/j.ecolecon.2011.11.011 – volume: 24 start-page: 68 year: 2017 ident: 10.1016/j.landurbplan.2023.104692_b0290 article-title: Demand and supply of cultural ecosystem services: Use of geotagged photos to map the aesthetic value of landscapes in Hokkaido publication-title: Ecosystem Services doi: 10.1016/j.ecoser.2017.02.009 – volume: 43 start-page: 59 issue: 1 year: 1982 ident: 10.1016/j.landurbplan.2023.104692_b0110 article-title: Self-organized formation of topologically correct feature maps publication-title: Biological Cybernetics doi: 10.1007/BF00337288 – start-page: 1 year: 2020 ident: 10.1016/j.landurbplan.2023.104692_b0295 article-title: Cultural ecosystem services evaluation using geolocated social media data: A review publication-title: Tourism Geographies – volume: 77 start-page: 542 issue: December 2017 year: 2018 ident: 10.1016/j.landurbplan.2023.104692_b0130 article-title: Mapping the intangible: Using geolocated social media data to examine landscape aesthetics publication-title: Land Use Policy doi: 10.1016/j.landusepol.2018.05.049 – volume: 359 start-page: 270 issue: 6373 year: 2018 ident: 10.1016/j.landurbplan.2023.104692_b0070 article-title: Assessing nature’s contributions to people publication-title: Science doi: 10.1126/science.aap8826 – volume: 60 start-page: 137 year: 2016 ident: 10.1016/j.landurbplan.2023.104692_b0165 article-title: Educational values and services of ecosystems and landscapes – An overview publication-title: Ecological Indicators doi: 10.1016/j.ecolind.2015.06.031 – volume: 45 start-page: 662 issue: 5 year: 2020 ident: 10.1016/j.landurbplan.2023.104692_b0260 article-title: Describing and mapping where people experience tranquillity. An exploration based on interviews and Flickr photographs publication-title: Landscape Research doi: 10.1080/01426397.2020.1749250 – volume: 37 year: 2019 ident: 10.1016/j.landurbplan.2023.104692_b0040 article-title: Evaluation of cultural ecosystem services: A review of methods publication-title: Ecosystem Services doi: 10.1016/j.ecoser.2019.100925 – volume: 107 issue: July year: 2019 ident: 10.1016/j.landurbplan.2023.104692_b0095 article-title: Cultural ecosystem services provided by rivers across diverse social-ecological landscapes: A social media analysis publication-title: Ecological Indicators – volume: 28 start-page: 228 year: 2017 ident: 10.1016/j.landurbplan.2023.104692_b0045 article-title: Manager strategies and user demands: Determinants of cultural ecosystem service bundles on private protected areas publication-title: Ecosystem Services doi: 10.1016/j.ecoser.2017.02.026 – ident: 10.1016/j.landurbplan.2023.104692_b0265 doi: 10.1016/j.landurbplan.2018.03.021 – volume: 11 start-page: 5386 issue: 19 year: 2019 ident: 10.1016/j.landurbplan.2023.104692_b0055 article-title: Perceptions of cultural ecosystem services in urban parks based on social network data publication-title: Sustainability doi: 10.3390/su11195386 – volume: 113 start-page: 12974 issue: 46 year: 2016 ident: 10.1016/j.landurbplan.2023.104692_b0250 article-title: Continental-scale quantification of landscape values using social media data publication-title: Proceedings of the National Academy of Sciences of the United States of America doi: 10.1073/pnas.1614158113 – volume: 26 start-page: 465 year: 2017 ident: 10.1016/j.landurbplan.2023.104692_b0190 article-title: Beyond services: A process and framework to incorporate cultural, genealogical, place-based, and indigenous relationships in ecosystem service assessments publication-title: Ecosystem Services doi: 10.1016/j.ecoser.2017.03.012 – ident: 10.1016/j.landurbplan.2023.104692_b0135 doi: 10.2305/IUCN.CH.2018.PAG.27.en – ident: 10.1016/j.landurbplan.2023.104692_b0280 – volume: 285 issue: September 2020 year: 2021 ident: 10.1016/j.landurbplan.2023.104692_b0150 article-title: Implications of social media discourse for managing national parks in South Africa publication-title: Journal of Environmental Management – volume: 17 start-page: e0276432 issue: 10 year: 2022 ident: 10.1016/j.landurbplan.2023.104692_b0230 article-title: Perceptions of ecosystem services: Comparing socio-cultural and environmental influences publication-title: PLoS ONE doi: 10.1371/journal.pone.0276432 – volume: 105 start-page: 19 year: 2014 ident: 10.1016/j.landurbplan.2023.104692_b0015 article-title: Linkages between landscapes and human well-being: An empirical exploration with short interviews publication-title: Ecological Economics doi: 10.1016/j.ecolecon.2014.05.013 – year: 2008 ident: 10.1016/j.landurbplan.2023.104692_b0080 – ident: 10.1016/j.landurbplan.2023.104692_b0125 doi: 10.1007/978-3-030-87007-2_48 – volume: 28 start-page: 1272 issue: 6 year: 2014 ident: 10.1016/j.landurbplan.2023.104692_b0065 article-title: From text to landscape: Locating, identifying and mapping the use of landscape features in a Swiss Alpine corpus publication-title: International Journal of Geographical Information Science doi: 10.1080/13658816.2013.772184 – volume: 26–27 start-page: 7 year: 2017 ident: 10.1016/j.landurbplan.2023.104692_b0195 article-title: Valuing nature’s contributions to people: The IPBES approach publication-title: Current Opinion in Environmental Sustainability doi: 10.1016/j.cosust.2016.12.006 – ident: 10.1016/j.landurbplan.2023.104692_b0255 doi: 10.1017/S0030605318000212 – volume: 53 start-page: 187 year: 2015 ident: 10.1016/j.landurbplan.2023.104692_b0200 article-title: A rapid indicator of cultural ecosystem service usage at a fine spatial scale: Content analysis of social media photographs publication-title: Ecological Indicators doi: 10.1016/j.ecolind.2015.01.034 – volume: 170 start-page: 283 issue: December 2016 year: 2018 ident: 10.1016/j.landurbplan.2023.104692_b0035 article-title: Using geo-tagged Instagram posts to reveal landscape values around current and proposed hydroelectric dams and their reservoirs publication-title: Landscape and Urban Planning doi: 10.1016/j.landurbplan.2017.07.004 |
| SSID | ssj0001561 |
| Score | 2.4959452 |
| Snippet | •We utilized TripAdvisor reviews to analyze CES in 48 U.S. National Parks.•A crowdsourced lexicon was generated to annotate phrases with eight CES.•Based on... Perceiving cultural ecosystem services (CES) are subject to physical landscape settings and sociocultural context. However, we still have a limited... |
| SourceID | proquest crossref elsevier |
| SourceType | Aggregation Database Enrichment Source Index Database Publisher |
| StartPage | 104692 |
| SubjectTerms | aesthetics ecosystems geographical distribution Landscape management landscapes Online tourism review Protected areas recreation Social media Text analysis tourism |
| Title | Crowdsourced text analysis to characterize the U.S. National Parks based on cultural ecosystem services |
| URI | https://dx.doi.org/10.1016/j.landurbplan.2023.104692 https://www.proquest.com/docview/2834250517 |
| Volume | 233 |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3NS8MwFH8MRfEiOhW_eQPx1m1t06YFLzImU9GLDryFJmlFkW647aAH_3bzmnRTQRA89YOGlrzv5v1-AThRaRF30yzzujLLPca7hSfDlHnGknTi55mxLwIn39zGgyG7eogeGtCrsTDUVul8v_Xplbd2dzpuNjvjp6fOHfGIBIStDKvEhhDljHHiz29_LNo8TH1i9ySMU4-eXoXWoseLmgdnr3Jsjm3aR7xa8UyD32LUD29dhaCLDVh3uSOe28_bhEZeNmGlX_FOvzVhp78ArZnHnNVOmrA_R6XgKVo8Llp6kLcteOyZQlzbf_gaqQ8EM0dUgtMRqjmh83uOJlnEYfuujY5N-wUJND1BCoUaRyXWPB5oilrLEY0T54y2YXjRv-8NPLf7gqfCiE29OCC2N61DAvMwWWiflmyTXCsZ6q5MNFPmNIlUwKOAp2mQGH3wVRKqgjOpVbgDS-WozHcJFx5zxiTnsUpY5jNp0pAiktzUlrGURbAHST3fQjlqctoh40XUPWjP4ouoBIlKWFHtQTAfOrb8HH8ZdFYLVXxTNmHiyF-Gt2pFEMYYaYUlK_PRbCJMrsYop_T5_v9ecQBrdGU7Kw9hafo6y49M9jOVx5V6H8Py-eX14PYTY0YIPQ |
| linkProvider | Elsevier |
| linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV3dS-NAEB_8QM-X46zK6X2NIL6lbZJNNoF7kVKpp_ZFC74t2d1EPCQttn3w_npnspt6d3Ag3FNCkiVh52NnsvP7DcCJyau0nxdF0NdFGQjZrwId5yIgS7JZWBZkXwxOvh6no4n4cZfcrcGgxcJwWaX3_c6nN97aX-n52ezNHh56N8wjEjG2Mm4CG7kOm8xORcq-eXZxORqvHDKlKK4tYZoHPGAbjl_LvLh-cPmkZ3TscivxZtMzj_61TP3lsJtV6PwDvPfhI565L9yFtbLuwNawoZ5-7sDB8BW3Ro95w5134GgFTMFTdJBcdAwhz3twP6Bc3Lrf-Ba5FAQLz1WCiymaFafzrxIpXsRJ96aLnlD7ERk3PUdeDS1Oa2ypPJDyWkcTjXPvj_Zhcj68HYwC34AhMHEiFkEaMeGbtTHjeYSubMi7tllpjY5tX2dWGDrNEhPJJJJ5HmWkEqHJYlNJoa2JD2CjntblR4aGp1IILWVqMlGEQlMkUiVaUnqZal1Fh5C1862MZyfnJhmPqi1D-6l-E5ViUSknqkOIVkNnjqLjLYO-t0JVf-iboqXkLcOPW0VQZI-8yVLU5XQ5VxSuCQ4rQ3n0f6_4Bu9Gt9dX6upifPkJdviOK7T8DBuLp2X5hYKhhf7qlf0FYKEK7g |
| 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=Crowdsourced+text+analysis+to+characterize+the+U.S.+National+Parks+based+on+cultural+ecosystem+services&rft.jtitle=Landscape+and+urban+planning&rft.au=Kong%2C+Inhye&rft.au=Sarmiento%2C+Fausto+O.&rft.au=Mu%2C+Lan&rft.date=2023-05-01&rft.pub=Elsevier+B.V&rft.issn=0169-2046&rft.eissn=1872-6062&rft.volume=233&rft_id=info:doi/10.1016%2Fj.landurbplan.2023.104692&rft.externalDocID=S0169204623000117 |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0169-2046&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0169-2046&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0169-2046&client=summon |