2019
DOI: 10.1016/j.scitotenv.2019.05.215
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Abstract: • An approach for distribution modelling of anemophilous species using pollen data • Validated against plant observations of ragweed and cross validation • European-wide coverage revealing many new invaded regions. • 1 km & 10 km inventories covering all of Europe.

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Cited by 18 publications
(10 citation statements)
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“…The modeled and observed SPIn interannual variation was extended from the point-based locations to full geographic coverage within the study region using interpolation with the inverse distance method. The sensitivity to individual points was assessed using cross correlations, using similar approaches that have been implemented in related pollen studies on ragweed [see, e.g., (43) and references therein] developed by using standard recommendations by the U.S. Environmental Protection Agency.…”
Section: Modeling Grass Pollen Interannual Variation: a Regression Modelmentioning
confidence: 99%
“…The modeled and observed SPIn interannual variation was extended from the point-based locations to full geographic coverage within the study region using interpolation with the inverse distance method. The sensitivity to individual points was assessed using cross correlations, using similar approaches that have been implemented in related pollen studies on ragweed [see, e.g., (43) and references therein] developed by using standard recommendations by the U.S. Environmental Protection Agency.…”
Section: Modeling Grass Pollen Interannual Variation: a Regression Modelmentioning
confidence: 99%
“…Kurganskiy et al 2020;Sofiev et al 2015;Zhang et al 2014;Zink et al 2013) and ragweed (e.g. Prank et al 2013;Zink et al 2017), partly due to availability of large-scale source maps (Pauling et al 2012;Skjøth et al 2019) and their tendency to long distance transport (de Weger et al 2016;Š ikoparija et al 2013;Siljamo et al 2008;Skjøth et al 2007). This makes regional-scale models particularly useful for simulating pollen concentrations for these species.…”
Section: Connection To Grass Pollen Concentrationsmentioning
confidence: 99%
“…Vegetation maps have particular importance when it comes to determining the distribution of invasive plants or assessing the effectiveness of mitigation measures. Reliable examples could be the airborne pollen data used to assess the prevalence of ragweed as an invasive plant (Thibaudon et al, 2014;Skjøth et al, 2019).…”
Section: Academicpresmentioning
confidence: 99%