{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,23]],"date-time":"2026-02-23T11:41:42Z","timestamp":1771846902769,"version":"3.50.1"},"reference-count":36,"publisher":"MDPI AG","issue":"9","license":[{"start":{"date-parts":[[2020,8,19]],"date-time":"2020-08-19T00:00:00Z","timestamp":1597795200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100015211","name":"Department of Education, Skills and Employment, Australian Government","doi-asserted-by":"publisher","award":["2017561"],"award-info":[{"award-number":["2017561"]}],"id":[{"id":"10.13039\/501100015211","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Plants"],"abstract":"<jats:p>The remediation of contaminated sites using plant-based techniques has gained increasing attention in recent decades. However, information on the effects of contaminant imbibition on seed viability and germination rates are often lacking in the literature. To this end, our research investigated, by means of an event-time model, the effect of diesel fuel imbibition on the seed viability and germination rate of Medicago sativa, a plant species with great potential for remediation of organic contaminants. The event-time model provided an accurate and biologically relevant method for analysing germination data. Our results reveal that the direct imbibition of diesel fuel by M. sativa seeds for \u226448 h, or their exposure to soil diesel fuel concentrations of 0\u201310 g\/kg diesel fuel, affects their germination rates, as shown by increasing t50 values from 90.6 (\u00b12.78) to 114.2 (\u00b12.67) hours, without significantly affecting seed viability. On the other hand, diesel fuel imbibition of longer duration, or the exposure of M. sativa seeds to \u226520 g\/kg diesel fuel-contaminated soils, leads to no further effect on time to seed emergence. Instead, these conditions compromise seed viability, resulting in a decrease in the proportion of germinated seeds from 0.91 (\u00b10.03) in 10 g\/kg diesel fuel contaminated soil to 0.84 (\u00b10.04) and 0.70 (\u00b10.05) in 20 and 30 g\/kg diesel fuel-contaminated soils, respectively. The fact that low concentrations of diesel fuel and 0\u201348 h of direct imbibition delayed seed emergence without adversely affecting the percentage of viable seeds suggests that this inhibitory effect on germination at low diesel fuel exposure could be attributed more to physical constraints rather than biological damage on the seeds. The models used in this study provide an accurate and biologically relevant method for the analyses of germination data. This is vital since expensive germination experiments, be it in the field of toxicology or agriculture, deserve to be accurately analysed.<\/jats:p>","DOI":"10.3390\/plants9091062","type":"journal-article","created":{"date-parts":[[2020,8,19]],"date-time":"2020-08-19T21:37:40Z","timestamp":1597873060000},"page":"1062","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["Assessing the Effect of Diesel Fuel on the Seed Viability and Germination of Medicago sativa Using the Event-Time Model"],"prefix":"10.3390","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-9076-1492","authenticated-orcid":false,"given":"Michael O.","family":"Eze","sequence":"first","affiliation":[{"name":"Department of Genomic and Applied Microbiology and Goettingen Genomic Laboratory, Georg-August University of Goettingen, 37077 Goettingen, Germany"},{"name":"Department of Earth and Environmental Sciences and MQ Marine Research Centre, Macquarie University, Sydney, NSW 2109, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2106-5543","authenticated-orcid":false,"given":"Grant C.","family":"Hose","sequence":"additional","affiliation":[{"name":"Department of Biological Sciences, Macquarie University, Sydney, NSW 2109, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6534-3846","authenticated-orcid":false,"given":"Simon C.","family":"George","sequence":"additional","affiliation":[{"name":"Department of Earth and Environmental Sciences and MQ Marine Research Centre, Macquarie University, Sydney, NSW 2109, Australia"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2020,8,19]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"2630","DOI":"10.1021\/es00049a001","article-title":"Bioremediation in the rhizosphere","volume":"27","author":"Anderson","year":"1993","journal-title":"Environ. 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