Early warning and management of invasive crop pests under global warming: estimating the global geographical distribution patterns and ecological niche overlap of three Diabrotica beetles
Invasive alien pests (IAPs) pose a major threat to global agriculture and food production. When multiple IAPs coexist in the same habitat and use the same resources, the economic loss to local agricultural production increases. Many species of the Diabrotica genus, such as Diabrotica barberi , Diabr...
Gespeichert in:
Veröffentlicht in: | Environmental science and pollution research international 2024-02, Vol.31 (9), p.13575-13590 |
---|---|
Hauptverfasser: | , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 13590 |
---|---|
container_issue | 9 |
container_start_page | 13575 |
container_title | Environmental science and pollution research international |
container_volume | 31 |
creator | Jin, Zhenan Zhao, Haoxiang Xian, Xiaoqing Li, Ming Qi, Yuhan Guo, Jianyang Yang, Nianwan Lü, Zhichuang Liu, Wanxue |
description | Invasive alien pests (IAPs) pose a major threat to global agriculture and food production. When multiple IAPs coexist in the same habitat and use the same resources, the economic loss to local agricultural production increases. Many species of the
Diabrotica
genus, such as
Diabrotica barberi
,
Diabrotica undecimpunctata
, and
Diabrotica virgifera
, originating from the USA and Mexico, seriously damaged maize production in North America and Europe. However, the potential geographic distributions (PGDs) and degree of ecological niche overlap among the three
Diabrotica
beetles remain unclear; thus, the potential coexistence zone is unknown. Based on environmental and species occurrence data, we used an ensemble model (EM) to predict the PGDs and overlapping PGD of the three
Diabrotica
beetles. The n-dimensional hypervolumes concept was used to explore the degree of niche overlap among the three species. The EM showed better reliability than the individual models. According to the EM results, the PGDs and overlapping PGD of the three
Diabrotica
beetles were mainly distributed in North America, Europe, and Asia. Under the current scenario,
D. virgifera
has the largest PGD ranges (1615 × 10
4
km
2
). In the future, the PGD of this species will expand further and reach a maximum under the SSP5-8.5 scenario in the 2050s (2499 × 10
4
km
2
).
Diabrotica virgifera
showed the highest potential for invasion under the current and future global warming scenarios. Among the three studied species, the degree of ecological niche overlap was the highest for
D. undecimpunctata
and
D. virgifera
, with the highest similarity in the PGD patterns and maximum coexistence range. Under global warming, the PGDs of the three
Diabrotica
beetles are expected to expand to high latitudes. Identifying the PGDs of the three
Diabrotica
beetles provides an important reference for quarantine authorities in countries at risk of invasion worldwide to develop specific preventive measures against pests. |
doi_str_mv | 10.1007/s11356-024-32076-9 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2917860126</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2929319717</sourcerecordid><originalsourceid>FETCH-LOGICAL-c359t-d37c332594a7f687edbc14eae384326f797f9f7aeed15653b0f4a51b7fcdfdab3</originalsourceid><addsrcrecordid>eNqFkstu1TAQhiMEohd4ARbIEhs2AV8S-5gdKi0gVeqmrKNJMs5xldjBdk7VZ-PlcM5pAXVRFpZtzTf_zNh_Ubxh9AOjVH2MjIlalpRXpeBUyVI_K46ZZFWpKq2f_3M-Kk5ivKGUU83Vy-JIbHidlzwufp1DGO_ILQRn3UDA9WQCBwNO6BLxhli3g2h3SLrgZzJjTJEsrsdAhtG3MK6pU079RHLITpBWmbTFh_CAfggwb22XL72NKdh2SdY7MkNKGFzcF8XOj37YQ852Od3vMIwwry2kbUAkXyy0waeMkBYxjRhfFS8MjBFf3--nxY-L8-uzb-Xl1dfvZ58vy07UOpW9UJ0QvNYVKCM3Cvu2YxUCik0luDRKK6ONAsSe1bIWLTUV1KxVputND604Ld4fdOfgfy55zGayscNxBId-iY1gtZC01kL_F-WaqY2kjMuMvnuE3vgluDxIprgWTCumMsUPVH7-GAOaZg75lcNdw2izuqA5uKDJLmj2LmjWLt7eSy_thP2flIdvz4A4ADGH3IDhb-0nZH8DlTfCEg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2929319717</pqid></control><display><type>article</type><title>Early warning and management of invasive crop pests under global warming: estimating the global geographical distribution patterns and ecological niche overlap of three Diabrotica beetles</title><source>SpringerLink Journals - AutoHoldings</source><creator>Jin, Zhenan ; Zhao, Haoxiang ; Xian, Xiaoqing ; Li, Ming ; Qi, Yuhan ; Guo, Jianyang ; Yang, Nianwan ; Lü, Zhichuang ; Liu, Wanxue</creator><creatorcontrib>Jin, Zhenan ; Zhao, Haoxiang ; Xian, Xiaoqing ; Li, Ming ; Qi, Yuhan ; Guo, Jianyang ; Yang, Nianwan ; Lü, Zhichuang ; Liu, Wanxue</creatorcontrib><description>Invasive alien pests (IAPs) pose a major threat to global agriculture and food production. When multiple IAPs coexist in the same habitat and use the same resources, the economic loss to local agricultural production increases. Many species of the
Diabrotica
genus, such as
Diabrotica barberi
,
Diabrotica undecimpunctata
, and
Diabrotica virgifera
, originating from the USA and Mexico, seriously damaged maize production in North America and Europe. However, the potential geographic distributions (PGDs) and degree of ecological niche overlap among the three
Diabrotica
beetles remain unclear; thus, the potential coexistence zone is unknown. Based on environmental and species occurrence data, we used an ensemble model (EM) to predict the PGDs and overlapping PGD of the three
Diabrotica
beetles. The n-dimensional hypervolumes concept was used to explore the degree of niche overlap among the three species. The EM showed better reliability than the individual models. According to the EM results, the PGDs and overlapping PGD of the three
Diabrotica
beetles were mainly distributed in North America, Europe, and Asia. Under the current scenario,
D. virgifera
has the largest PGD ranges (1615 × 10
4
km
2
). In the future, the PGD of this species will expand further and reach a maximum under the SSP5-8.5 scenario in the 2050s (2499 × 10
4
km
2
).
Diabrotica virgifera
showed the highest potential for invasion under the current and future global warming scenarios. Among the three studied species, the degree of ecological niche overlap was the highest for
D. undecimpunctata
and
D. virgifera
, with the highest similarity in the PGD patterns and maximum coexistence range. Under global warming, the PGDs of the three
Diabrotica
beetles are expected to expand to high latitudes. Identifying the PGDs of the three
Diabrotica
beetles provides an important reference for quarantine authorities in countries at risk of invasion worldwide to develop specific preventive measures against pests.</description><identifier>ISSN: 1614-7499</identifier><identifier>ISSN: 0944-1344</identifier><identifier>EISSN: 1614-7499</identifier><identifier>DOI: 10.1007/s11356-024-32076-9</identifier><identifier>PMID: 38253826</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Agricultural production ; Aquatic Pollution ; Asia ; Atmospheric Protection/Air Quality Control/Air Pollution ; Beetles ; Climate change ; Coexistence ; Coleoptera ; corn ; Crop production ; Diabrotica ; Diabrotica barberi ; Diabrotica undecimpunctata ; Diabrotica virgifera ; Distribution patterns ; Earth and Environmental Science ; Ecological niches ; Economic impact ; Ecotoxicology ; Environment ; Environmental Chemistry ; Environmental Health ; Europe ; financial economics ; Food production ; genus ; Geographical distribution ; Global warming ; Invasive species ; Mexico ; Niche overlap ; Niches ; Pests ; Production increases ; quarantine ; Research Article ; risk ; species ; Waste Water Technology ; Water Management ; Water Pollution Control</subject><ispartof>Environmental science and pollution research international, 2024-02, Vol.31 (9), p.13575-13590</ispartof><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2024. corrected publication 2024. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.</rights><rights>2024. The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c359t-d37c332594a7f687edbc14eae384326f797f9f7aeed15653b0f4a51b7fcdfdab3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11356-024-32076-9$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11356-024-32076-9$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27903,27904,41467,42536,51298</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38253826$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Jin, Zhenan</creatorcontrib><creatorcontrib>Zhao, Haoxiang</creatorcontrib><creatorcontrib>Xian, Xiaoqing</creatorcontrib><creatorcontrib>Li, Ming</creatorcontrib><creatorcontrib>Qi, Yuhan</creatorcontrib><creatorcontrib>Guo, Jianyang</creatorcontrib><creatorcontrib>Yang, Nianwan</creatorcontrib><creatorcontrib>Lü, Zhichuang</creatorcontrib><creatorcontrib>Liu, Wanxue</creatorcontrib><title>Early warning and management of invasive crop pests under global warming: estimating the global geographical distribution patterns and ecological niche overlap of three Diabrotica beetles</title><title>Environmental science and pollution research international</title><addtitle>Environ Sci Pollut Res</addtitle><addtitle>Environ Sci Pollut Res Int</addtitle><description>Invasive alien pests (IAPs) pose a major threat to global agriculture and food production. When multiple IAPs coexist in the same habitat and use the same resources, the economic loss to local agricultural production increases. Many species of the
Diabrotica
genus, such as
Diabrotica barberi
,
Diabrotica undecimpunctata
, and
Diabrotica virgifera
, originating from the USA and Mexico, seriously damaged maize production in North America and Europe. However, the potential geographic distributions (PGDs) and degree of ecological niche overlap among the three
Diabrotica
beetles remain unclear; thus, the potential coexistence zone is unknown. Based on environmental and species occurrence data, we used an ensemble model (EM) to predict the PGDs and overlapping PGD of the three
Diabrotica
beetles. The n-dimensional hypervolumes concept was used to explore the degree of niche overlap among the three species. The EM showed better reliability than the individual models. According to the EM results, the PGDs and overlapping PGD of the three
Diabrotica
beetles were mainly distributed in North America, Europe, and Asia. Under the current scenario,
D. virgifera
has the largest PGD ranges (1615 × 10
4
km
2
). In the future, the PGD of this species will expand further and reach a maximum under the SSP5-8.5 scenario in the 2050s (2499 × 10
4
km
2
).
Diabrotica virgifera
showed the highest potential for invasion under the current and future global warming scenarios. Among the three studied species, the degree of ecological niche overlap was the highest for
D. undecimpunctata
and
D. virgifera
, with the highest similarity in the PGD patterns and maximum coexistence range. Under global warming, the PGDs of the three
Diabrotica
beetles are expected to expand to high latitudes. Identifying the PGDs of the three
Diabrotica
beetles provides an important reference for quarantine authorities in countries at risk of invasion worldwide to develop specific preventive measures against pests.</description><subject>Agricultural production</subject><subject>Aquatic Pollution</subject><subject>Asia</subject><subject>Atmospheric Protection/Air Quality Control/Air Pollution</subject><subject>Beetles</subject><subject>Climate change</subject><subject>Coexistence</subject><subject>Coleoptera</subject><subject>corn</subject><subject>Crop production</subject><subject>Diabrotica</subject><subject>Diabrotica barberi</subject><subject>Diabrotica undecimpunctata</subject><subject>Diabrotica virgifera</subject><subject>Distribution patterns</subject><subject>Earth and Environmental Science</subject><subject>Ecological niches</subject><subject>Economic impact</subject><subject>Ecotoxicology</subject><subject>Environment</subject><subject>Environmental Chemistry</subject><subject>Environmental Health</subject><subject>Europe</subject><subject>financial economics</subject><subject>Food production</subject><subject>genus</subject><subject>Geographical distribution</subject><subject>Global warming</subject><subject>Invasive species</subject><subject>Mexico</subject><subject>Niche overlap</subject><subject>Niches</subject><subject>Pests</subject><subject>Production increases</subject><subject>quarantine</subject><subject>Research Article</subject><subject>risk</subject><subject>species</subject><subject>Waste Water Technology</subject><subject>Water Management</subject><subject>Water Pollution Control</subject><issn>1614-7499</issn><issn>0944-1344</issn><issn>1614-7499</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFkstu1TAQhiMEohd4ARbIEhs2AV8S-5gdKi0gVeqmrKNJMs5xldjBdk7VZ-PlcM5pAXVRFpZtzTf_zNh_Ubxh9AOjVH2MjIlalpRXpeBUyVI_K46ZZFWpKq2f_3M-Kk5ivKGUU83Vy-JIbHidlzwufp1DGO_ILQRn3UDA9WQCBwNO6BLxhli3g2h3SLrgZzJjTJEsrsdAhtG3MK6pU079RHLITpBWmbTFh_CAfggwb22XL72NKdh2SdY7MkNKGFzcF8XOj37YQ852Od3vMIwwry2kbUAkXyy0waeMkBYxjRhfFS8MjBFf3--nxY-L8-uzb-Xl1dfvZ58vy07UOpW9UJ0QvNYVKCM3Cvu2YxUCik0luDRKK6ONAsSe1bIWLTUV1KxVputND604Ld4fdOfgfy55zGayscNxBId-iY1gtZC01kL_F-WaqY2kjMuMvnuE3vgluDxIprgWTCumMsUPVH7-GAOaZg75lcNdw2izuqA5uKDJLmj2LmjWLt7eSy_thP2flIdvz4A4ADGH3IDhb-0nZH8DlTfCEg</recordid><startdate>20240201</startdate><enddate>20240201</enddate><creator>Jin, Zhenan</creator><creator>Zhao, Haoxiang</creator><creator>Xian, Xiaoqing</creator><creator>Li, Ming</creator><creator>Qi, Yuhan</creator><creator>Guo, Jianyang</creator><creator>Yang, Nianwan</creator><creator>Lü, Zhichuang</creator><creator>Liu, Wanxue</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QL</scope><scope>7SN</scope><scope>7T7</scope><scope>7TV</scope><scope>7U7</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>K9.</scope><scope>M7N</scope><scope>P64</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope></search><sort><creationdate>20240201</creationdate><title>Early warning and management of invasive crop pests under global warming: estimating the global geographical distribution patterns and ecological niche overlap of three Diabrotica beetles</title><author>Jin, Zhenan ; Zhao, Haoxiang ; Xian, Xiaoqing ; Li, Ming ; Qi, Yuhan ; Guo, Jianyang ; Yang, Nianwan ; Lü, Zhichuang ; Liu, Wanxue</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c359t-d37c332594a7f687edbc14eae384326f797f9f7aeed15653b0f4a51b7fcdfdab3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Agricultural production</topic><topic>Aquatic Pollution</topic><topic>Asia</topic><topic>Atmospheric Protection/Air Quality Control/Air Pollution</topic><topic>Beetles</topic><topic>Climate change</topic><topic>Coexistence</topic><topic>Coleoptera</topic><topic>corn</topic><topic>Crop production</topic><topic>Diabrotica</topic><topic>Diabrotica barberi</topic><topic>Diabrotica undecimpunctata</topic><topic>Diabrotica virgifera</topic><topic>Distribution patterns</topic><topic>Earth and Environmental Science</topic><topic>Ecological niches</topic><topic>Economic impact</topic><topic>Ecotoxicology</topic><topic>Environment</topic><topic>Environmental Chemistry</topic><topic>Environmental Health</topic><topic>Europe</topic><topic>financial economics</topic><topic>Food production</topic><topic>genus</topic><topic>Geographical distribution</topic><topic>Global warming</topic><topic>Invasive species</topic><topic>Mexico</topic><topic>Niche overlap</topic><topic>Niches</topic><topic>Pests</topic><topic>Production increases</topic><topic>quarantine</topic><topic>Research Article</topic><topic>risk</topic><topic>species</topic><topic>Waste Water Technology</topic><topic>Water Management</topic><topic>Water Pollution Control</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jin, Zhenan</creatorcontrib><creatorcontrib>Zhao, Haoxiang</creatorcontrib><creatorcontrib>Xian, Xiaoqing</creatorcontrib><creatorcontrib>Li, Ming</creatorcontrib><creatorcontrib>Qi, Yuhan</creatorcontrib><creatorcontrib>Guo, Jianyang</creatorcontrib><creatorcontrib>Yang, Nianwan</creatorcontrib><creatorcontrib>Lü, Zhichuang</creatorcontrib><creatorcontrib>Liu, Wanxue</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Ecology Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Pollution Abstracts</collection><collection>Toxicology Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Environmental science and pollution research international</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jin, Zhenan</au><au>Zhao, Haoxiang</au><au>Xian, Xiaoqing</au><au>Li, Ming</au><au>Qi, Yuhan</au><au>Guo, Jianyang</au><au>Yang, Nianwan</au><au>Lü, Zhichuang</au><au>Liu, Wanxue</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Early warning and management of invasive crop pests under global warming: estimating the global geographical distribution patterns and ecological niche overlap of three Diabrotica beetles</atitle><jtitle>Environmental science and pollution research international</jtitle><stitle>Environ Sci Pollut Res</stitle><addtitle>Environ Sci Pollut Res Int</addtitle><date>2024-02-01</date><risdate>2024</risdate><volume>31</volume><issue>9</issue><spage>13575</spage><epage>13590</epage><pages>13575-13590</pages><issn>1614-7499</issn><issn>0944-1344</issn><eissn>1614-7499</eissn><abstract>Invasive alien pests (IAPs) pose a major threat to global agriculture and food production. When multiple IAPs coexist in the same habitat and use the same resources, the economic loss to local agricultural production increases. Many species of the
Diabrotica
genus, such as
Diabrotica barberi
,
Diabrotica undecimpunctata
, and
Diabrotica virgifera
, originating from the USA and Mexico, seriously damaged maize production in North America and Europe. However, the potential geographic distributions (PGDs) and degree of ecological niche overlap among the three
Diabrotica
beetles remain unclear; thus, the potential coexistence zone is unknown. Based on environmental and species occurrence data, we used an ensemble model (EM) to predict the PGDs and overlapping PGD of the three
Diabrotica
beetles. The n-dimensional hypervolumes concept was used to explore the degree of niche overlap among the three species. The EM showed better reliability than the individual models. According to the EM results, the PGDs and overlapping PGD of the three
Diabrotica
beetles were mainly distributed in North America, Europe, and Asia. Under the current scenario,
D. virgifera
has the largest PGD ranges (1615 × 10
4
km
2
). In the future, the PGD of this species will expand further and reach a maximum under the SSP5-8.5 scenario in the 2050s (2499 × 10
4
km
2
).
Diabrotica virgifera
showed the highest potential for invasion under the current and future global warming scenarios. Among the three studied species, the degree of ecological niche overlap was the highest for
D. undecimpunctata
and
D. virgifera
, with the highest similarity in the PGD patterns and maximum coexistence range. Under global warming, the PGDs of the three
Diabrotica
beetles are expected to expand to high latitudes. Identifying the PGDs of the three
Diabrotica
beetles provides an important reference for quarantine authorities in countries at risk of invasion worldwide to develop specific preventive measures against pests.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>38253826</pmid><doi>10.1007/s11356-024-32076-9</doi><tpages>16</tpages></addata></record> |
fulltext | fulltext |
identifier | ISSN: 1614-7499 |
ispartof | Environmental science and pollution research international, 2024-02, Vol.31 (9), p.13575-13590 |
issn | 1614-7499 0944-1344 1614-7499 |
language | eng |
recordid | cdi_proquest_miscellaneous_2917860126 |
source | SpringerLink Journals - AutoHoldings |
subjects | Agricultural production Aquatic Pollution Asia Atmospheric Protection/Air Quality Control/Air Pollution Beetles Climate change Coexistence Coleoptera corn Crop production Diabrotica Diabrotica barberi Diabrotica undecimpunctata Diabrotica virgifera Distribution patterns Earth and Environmental Science Ecological niches Economic impact Ecotoxicology Environment Environmental Chemistry Environmental Health Europe financial economics Food production genus Geographical distribution Global warming Invasive species Mexico Niche overlap Niches Pests Production increases quarantine Research Article risk species Waste Water Technology Water Management Water Pollution Control |
title | Early warning and management of invasive crop pests under global warming: estimating the global geographical distribution patterns and ecological niche overlap of three Diabrotica beetles |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-22T05%3A31%3A30IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Early%20warning%20and%20management%20of%20invasive%20crop%20pests%20under%20global%20warming:%20estimating%20the%20global%20geographical%20distribution%20patterns%20and%20ecological%20niche%20overlap%20of%20three%20Diabrotica%20beetles&rft.jtitle=Environmental%20science%20and%20pollution%20research%20international&rft.au=Jin,%20Zhenan&rft.date=2024-02-01&rft.volume=31&rft.issue=9&rft.spage=13575&rft.epage=13590&rft.pages=13575-13590&rft.issn=1614-7499&rft.eissn=1614-7499&rft_id=info:doi/10.1007/s11356-024-32076-9&rft_dat=%3Cproquest_cross%3E2929319717%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2929319717&rft_id=info:pmid/38253826&rfr_iscdi=true |