Вестник Томского государственного университета. Биология. 2020; 1: 28-51
Характеристика северной границы распространения Аmbrosia artemisiifolia L. в Канаде в связи с определением экологических лимитов распространения вида на север
https://doi.org/10.17223/19988591/50/2Аннотация
Проведен эколого-географический анализ встречаемости амброзии полыннолистной (Ambrosia artemisiifolia L.) на северном пределе ее распространения в Канаде. В качестве ведущего фактора, лимитирующего распространение вида на север, выступает недостаточная теплообеспеченность периода созревания семян. Составлена глобальная карта сумм среднемноголетних температур за период созревания семян амброзии. Выявлены самые северные точки, в которых вид формирует самоподдерживающиеся популяции. По результатам комплексной оценки вероятности натурализации амброзии в самых северных известных местах ее произрастания в первичном ареале доказана натурализация для 5 агломераций точек. Местонахождения самых северных самоподдерживающихся популяций нанесены на карты сумм температур и определено значение сумм температур в этих местонахождениях. Установлено, что современная фактическая граница натурализации амброзии в первичном ареале не выходит за пределы территорий с суммами активных температур выше 660°С. С учетом количественно определенного экологического лимита проведена потенциальная эколого-географическая граница распространения амброзии на север, за которую принята изолиния минимальных сумм температур, достаточных для созревания семян у растений в самых северных популяциях амброзии на ее родине. Соответствующая изолиния фактора может быть принята за северную эколого-географическую границу реализованной на данный момент экологической ниши амброзии.
Список литературы
1. Essl F., Biró K., Brandes D., Broennimann O., Bullock J.M., Chapman D.S., Chauvel B., Dullinger S., Fumanal B., Guisan A., Karrer G., Kazinczi G., Kueffer C., Laitung B., Lavoie C., Leitner M., Mang T., Moser D., Müller‐Schärer H., Petitpierre B., Richter R., Schaffner U., Smith M., Starfinger U., Vautard R., Vogl G., von der Lippe M., Follak S. Biological flora of the British Isles: Ambrosia artemisiifolia // Journal of Ecology. 2015. Vol. 103, № 4. PP. 1069–1098. doi: 10.1111/1365-2745.12424
2. Резник С.Я. Факторы, определяющие границы ареалов и плотность популяций амброзии полыннолистной Ambrosia artemisiifolia L. (Asteraceae) и амброзиевого листоеда Zygogramma suturalis F. (Coleoptera, Chrysomelidae) // Вестник защиты растений. 2009. № 2. С. 20–28.
3. Afonin A.N., Luneva N.N., Fedorova Y.A., Kletchkovskiy Yu.E., Chebanovskaya A.F. History of introduction and distribution of common ragweed (Ambrosia artemisiifolia L.) in the European part of the Russian Federation and in the Ukraine // EPPO Bulletin. 2018. Vol. 48, № 2. PP. 266–273. doi: 10.1111/epp.12484
4. Терехина Т.А. Карантинные сорные растения Южной Сибири // Проблемы ботаники Южной Сибири и Монголии : сб. науч. ст. по материалам XIV Междунар. науч.-практ. конф. Барнаул : Изд-во АлтГУ, 2015. С. 41–46.
5. Invasive Alien Plants in Canada, Summary report. Ottawa : Canadian Food Inspection Agency, 2008. 22 p.
6. Basset I.J., Terasmae J. Ragweeds, Ambrosia species, in Canada and their history in postglacial time // Canadian Journal of Botany. 1962. Vol. 40, № 1. PP. 141–150. doi: 10.1139/b62-015
7. Richardson D.M., Pyšek P., Rejmánek M., Barbour M.G., Panetta F.D., West C.J. Naturalization and invasion of alien plants: concepts and definitions // Diversity and Distributions. 2000. Vol. 6, № 2. PP. 93–107. doi: 10.1046/j.1472-4642.2000.00083.x
8. Bassett I.J., Crompton C.W. The Biology of Canadian Weeds: 11. Ambrosia artemisiifolia L. and A. psilostachya DC. // Canadian Journal of Plant Science. 1975. Vol. 55, № 2. PP. 463–476. doi: 10.4141/cjps75-072
9. Kartesz J.T. Floristic Synthesis of North America, Version 1.0. The Biota of North America Program (BONAP) // North American Plant Atlas. 2015. Chapel Hill, N.C. URL: http://bonap.net/napa (дата обращения: 20.01.2020).
10. EDDMapS. Common ragweed (Ambrosia artemisiifolia L.) profile. Early Detection & Distribution Mapping System. 2020. The University of Georgia – Center for Invasive Species and Ecosystem Health. URL: https://www.eddmaps.org/distribution/uscounty.cfm?sub=5076&map=density (дата обращения: 20.01.2020).
11. United States Department of Agriculture. Ambrosia artemisiifolia Plant profile. 2019. URL: https://plants.usda.gov/core/profile?symbol=AMAR2 (дата обращения: 20.01.2020).
12. Identifier l’herbe à poux. Distribution Géographique De L'herbe À Poux Au Québec. 2002. URL: http://extranet.santemonteregie.qc.ca/userfiles/file/sante-publique/santeenvironnementale/NUISANCE-POUX-dentifier.pdf (дата обращения: 20.01.2020).
13. Lavoie C., Jodoin Y., Merlis A. How did common ragweed (Ambrosia artemisiifolia L.) spread in Quebec? A historical analysis using herbarium records // Journal of Biogeography. 2007. Vol. 34, № 10. PP. 1751–1761. doi: 10.1111/j.1365-2699.2007.01730.x
14. Chauvel B., Dessaint F., Cardinal-Legrand C., Bretagnolle F. The historical spread of Ambrosia artemisiifolia L. in France from herbarium records // Journal of Biogeography. 2006. Vol. 33, № 4. PP. 665–673. doi: 10.1111/j.1365-2699.2005.01401.x
15. GBIF.org (17 November 2019) GBIF Occurrence Download. doi: 10.15468/dl.9lsqy5
16. Scalone R., Lemke A., Štefanić E., Kolseth A.K., Rašić S., Andersson L. Phenological variation in Ambrosia artemisiifolia L. facilitates near future establishment at Northern latitudes // PLoS One. 2016. Vol. 11, № 11. doi: 10.1371/journal.pone.0166510
17. Dahl Å., Strandhede S., Wihl J.-Å. Ragweed – an allergy risk in Sweden? // Aerobiologia. 1999. Vol. 15, № 4. PP. 293–297. doi: 10.1023/A:1007678107552
18. Bassett I.J., Crompton C.W., Francton C. Canadian havens from hay fever. Ottawa : Department of Northern Affairs and National Resources, 1976. 24 p.
19. Bassett I., Crompton C., Parmelee J. An Atlas of Airborne Pollen Grains and Common Fungus Spores of Canada. Ottawa : Biosystematics Research Institute, 1978. 321 p.
20. Bassett I.J. Surveys of air-borne ragweed pollen in Canada with particular reference to sites in Ontario // Canadian Journal of Plant Science. 1959. Vol. 39, № 4. PP. 491–497. doi: 10.4141/cjps59-066
21. Bassett I.J. Air-borne pollen surveys in Manitoba and Saskatchewan // Canadian Journal of Plant Science. 1964. Vol. 44, № 1. PP. 7–14. doi: 10.4141/cjps64-002
22. Bassett I.J., Crompton C.W. Air-borne pollen surveys in British Columbia // Canadian Journal of Plant Science. 1967. Vol. 47, № 3. PP. 251–261. doi: 10.4141/cjps67-046
23. Афонин А.Н., Федорова Ю.А., Ли Ю.С. Характеристика частоты встречаемости и обилия амброзии полыннолистной (Ambrosia artemisiifolia L.) в связи с оценкой потенциала ее распространения на Европейской территории России // Российский журнал биологических инвазий. 2019. № 2. С. 30–38. doi: 10.1134/S2075111719030032
24. Essl F., Dullinger S., Kleinbauer I. Changes in the spatio‐temporal patterns and habitat preferences of Ambrosia artemisiifolia during its invasion of Austria // Preslia. 2009. № 81. PP. 119–133.
25. Dullinger S., Kleinbauer I., Peterseil J., Smolik M., Essl F. Niche based distribution modelling of an invasive alien plant: effects of population status, propagule pressure and invasion history // Biological Invasions. 2009. Vol. 11, № 10. PP. 2401–2414. doi: 10.1007/s10530-009-9424-5
26. Smolik M., Dullinger S., Essl F., Kleinbauer I., Leitner M., Peterseil J., Stadler L.-M., Vogl G. Integrating habitat distribution models and interacting particle systems to predict the spread of an invasive alien plant // Journal of Biogeography. 2010. Vol. 37, № 3. PP. 411–422. doi: 10.1111/j.1365-2699.2009.02227.x
27. Chen H., Chen L.J., Albright T.P. Predicting the potential distribution of invasive exotic species using GIS and information-theoretic approaches: A case of ragweed (Ambrosia artemisiifolia L.) distribution in China // Chinese Science Bulletin. 2007. Vol. 52, № 9. PP. 1223–1230. doi: 10.1007/s11434-007-0192-2
28. Cunze S., Leiblein M.C., Tackenberg O. Range expansion of Ambrosia artemisiifolia in Europe is promoted by climate change // ISRN Ecology. 2013. PP. 1–9. doi: 10.1155/2013/610126
29. Chapman D.S., Haynes T., Beal S., Essl F., Bullock J.M. Phenology predicts the native and invasive range limits of common ragweed // Global Change Biology. 2014. Vol. 20, № 1. PP. 192–202. doi: 10.1111/gcb.12380
30. Chapman D.S., Makra L., Albertini R. et al. Modelling the introduction and spread of nonnative species: international trade and climate change drive ragweed invasion // Global Change Biology. 2016. Vol. 22, № 9. PP. 67–79. doi: 10.1111/gcb.13220
31. Fick S.E., Hijmans R.J. Worldclim 2: New 1-km spatial resolution climate surfaces for global land areas // International Journal of Climatology. 2017. Vol. 37, № 12. PP. 4302–4315. doi: 10.1002/joc.5086
32. Афонин А.Н., Милютина Е.А., Федорова Ю.А. Создание глобальных карт сумм активных температур в связи с составлением долгосрочных прогнозов распространения биологических объектов // Глобальные климатические изменения: региональные эффекты, модели, прогнозы : материалы международной науч.-практ. конф. Воронеж : Цифровая полиграфия, 2019. Т. 1. С. 32–34.
33. Афонин А.Н., Соколова Ю.В. Эколого-географический анализ и моделирование распространения биологических объектов с использованием ГИС : учеб. пособие (практикум). СПб. : Изд-во ВВМ, 2018. 121 с.
34. Kennedy L.L. Alberta pollen survey // Journal of Allergy and Clinical Immunology. 1953. Vol. 24, № 4. PP. 355–363. doi: 10.1016/0021-8707(53)90181-6
35. Leeson J.Y., Gaultier J., Grenkow L. Manitoba Weed Survey of Annual Crops in 2016. Saskatoon : Agriculture and Agri-Food Canada, Saskatoon Research Centre, 2016. 203 p.
36. Canada Province De Québec Municipalité De Nominingue Règlement Numéro 2008-312 Règlement concernant les nuisances. URL: http://www.municipalitenominingue.qc.ca/fra/wp-content/uploads/reglements/Reglement_2008-312_FINAL.pdf (дата обращения: 20.01.2020).
37. Simard M.-J., Benoît D.-L. Distribution and abundance of an allergenic weed, common ragweed (Ambrosia artemisiifolia L.), in rural settings of southern Quebec, Canada // Canadian Journal of Plant Science. 2010. Vol. 90, № 4. PP. 549–557. doi: 10.4141/CJPS09174
38. Savard M., Larouche B. Répartition singulière des herbes à poux (Ambrosia artemisiifolia, Ambrosia trifida, Iva xanthifolia) au Saguenay-Lac-Saint-Jean, Québec. Saguenay–Lac- Saint-Jean: Agence de la santé et des services sociaux du Saguenay-Lac-Saint-Jean, 2006. 62 p.
39. CISSS du Bas-Saint-Laurent. Herbe à poux. 2019. URL: https://www.cisss-bsl.gouv.qc.ca/vivre-en-sante/sante-environnement/herbe-a-poux04/12/19 (дата обращения: 20.01.2020).
40. Deen W., Hunt L.A., Swanton C.J. Photothermal time describes common ragweed (Ambrosia artemisiifolia L.) phenological development and growth // Weed Science. 1998. Vol. 46, № 5. PP. 561–568. doi: 10.1017/S0043174500091104
Tomsk State University Journal of Biology. 2020; 1: 28-51
Northern border of Ambrosia artemisiifolia L. distribution in Canada in relation to the establishing of its environmental limits
https://doi.org/10.17223/19988591/50/2Abstract
On the territory of Russia, ragweed (Ambrosia artemisiifolia L.) is included on the list of quarantine plants. It is an invasive species that distributes to the north. Currently, the northern border of ragweed distribution in Europe passes through the north of Germany, Poland and the southern border of Belarus, then along the European part of Russia (Kursk and the south of Lipetsk and Saratov regions). In order to plan effective protection against A. artemisiifolia invasion, it is necessary to know the prospects for its further expansion. Information on the northern distribution limits in its homeland in North America, particularly in Canada, is of special interest in this respect, since it allows to estimate the ecological limits of ragweed and to give a more accurate forecast of its distribution in invasion zones. It is logical to assume that in its homeland ragweed has the biggest ecotypic diversity, and a longer history of habitation could allow American ragweed populations to more fully occupy its fundamental ecological niche. Therefore, the aim of the research was to identify the northernmost self-sustaining ragweed populations in its homeland in Canada to estimate the ecological amplitude and define the potential northern ecological and geographic boundary of ragweed distribution. Data for the analysis were obtained from various sources: herbarium data, information from the Global Biodiversity Information Facility, aerological observational data and literary sources. To identify the sites of A. artemisiifolia naturalization, we developed 4 criteria. The criteria for identifying naturalization points were: density of ragweed detected points; pollen index of the ragweed complex; the suitability of landscape for the growth of the species; latitude of location. Ragweed naturalization at the point of detection was calculated as the sum of the scores for all four criteria (See Table 1).
Naturalization points were identified on the basis of the four developed criteria before carrying out ecological and geographical analysis, which allowed us to define the quantitative ecological limit of A. artemisiifolia in the north (See Table 1). The layers of ragweed distribution according to GBIF and points of pollen monitoring stations were overlaid to calculate the complex estimation of ragweed naturalization. Comparison of ragweed locations in Canada (See Fig. 1a and 1b) shows that the western provinces of Canada are characterized by a much lower occurrence of A. artemisiifolia than the eastern ones. We analyzed ragweed locations in each province of Canada. The highest value of integrated assessment suggests the highest probability of naturalization of the species at the point. The naturalization of ragweed at a point is considered proven if it is possible to find additional indications of the presence of ragweed populations at the point in literature. 11 agglomerations of ragweed location points were selected for a comprehensive assessment of the probability of A. artemisiifolia naturalization. We found that the four agglomerations have the highest integrated rating of “7” (Winnipeg, Naming, Saguenay-Lac-Saint-Jean, Rimouski) (See Table 2). Another proven point of naturalization is the area near Medicine Hat. For the remaining territories, the naturalization of the species is currently doubtful. For ecological and geographical analysis of the potential A. artemisiifolia spreading to the north, we used a global raster computer map of the Day Degrees above 0 °C in the period from the transition of the day length after 14 hours to the first autumn frosts. This indicator is taken because ragweed is a short-day species and shortened day length is a signal factor for flowering and the beginning of ragweed pollination. The reduction in the length of the day to 14 hours at the end of summer is the threshold value for the start of pollination, and, hence, the start of seed development. Seed ripening in the north continues from the start of seed development until the first autumn frosts, and the possibility of moving the species to the north is determined by the sufficient heat supply of this particular period. A map of Day Degrees taking into account the threshold value of the photoperiod was created on the basis of the layers of monthly average temperatures of the WorldClim 2 set. Points of ragweed naturalization in Canada were overlaid on a map of temperature sums, and temperature values from the northernmost locations were extracted (See Fig. 2). Potential ecological boundary for the distribution of ragweed to the north was drawn taking into account the quantitatively determined ecological limit in its homeland in Canada.
Ecological and geographical analysis showed that the current actual naturalization border of A. artemisiifolia in the primary distribution area does not extend beyond territories with temperatures above 660 °C (See Fig. 2). This quantitative value can be taken as the ecological and geographical border of the currently existing A. artemisiifolia ecological niche and ecological boundary of its distribution in high latitudes. The isoline of temperature sums of 660 °С for the period from the transition of the day length after 14 hours to the end of the growing season describes the actual distribution of northern populations of ragweed in its native land in Canada with high accuracy. This confirms the predicativity of the selected environmental factor and allows using it to predict the expansion of the secondary range of ragweed in invasion zones. The paper contains 2 Figures, 2 Tables and 40 References.
References
1. Essl F., Biró K., Brandes D., Broennimann O., Bullock J.M., Chapman D.S., Chauvel B., Dullinger S., Fumanal B., Guisan A., Karrer G., Kazinczi G., Kueffer C., Laitung B., Lavoie C., Leitner M., Mang T., Moser D., Müller‐Schärer H., Petitpierre B., Richter R., Schaffner U., Smith M., Starfinger U., Vautard R., Vogl G., von der Lippe M., Follak S. Biological flora of the British Isles: Ambrosia artemisiifolia // Journal of Ecology. 2015. Vol. 103, № 4. PP. 1069–1098. doi: 10.1111/1365-2745.12424
2. Reznik S.Ya. Faktory, opredelyayushchie granitsy arealov i plotnost' populyatsii ambrozii polynnolistnoi Ambrosia artemisiifolia L. (Asteraceae) i ambrozievogo listoeda Zygogramma suturalis F. (Coleoptera, Chrysomelidae) // Vestnik zashchity rastenii. 2009. № 2. S. 20–28.
3. Afonin A.N., Luneva N.N., Fedorova Y.A., Kletchkovskiy Yu.E., Chebanovskaya A.F. History of introduction and distribution of common ragweed (Ambrosia artemisiifolia L.) in the European part of the Russian Federation and in the Ukraine // EPPO Bulletin. 2018. Vol. 48, № 2. PP. 266–273. doi: 10.1111/epp.12484
4. Terekhina T.A. Karantinnye sornye rasteniya Yuzhnoi Sibiri // Problemy botaniki Yuzhnoi Sibiri i Mongolii : sb. nauch. st. po materialam XIV Mezhdunar. nauch.-prakt. konf. Barnaul : Izd-vo AltGU, 2015. S. 41–46.
5. Invasive Alien Plants in Canada, Summary report. Ottawa : Canadian Food Inspection Agency, 2008. 22 p.
6. Basset I.J., Terasmae J. Ragweeds, Ambrosia species, in Canada and their history in postglacial time // Canadian Journal of Botany. 1962. Vol. 40, № 1. PP. 141–150. doi: 10.1139/b62-015
7. Richardson D.M., Pyšek P., Rejmánek M., Barbour M.G., Panetta F.D., West C.J. Naturalization and invasion of alien plants: concepts and definitions // Diversity and Distributions. 2000. Vol. 6, № 2. PP. 93–107. doi: 10.1046/j.1472-4642.2000.00083.x
8. Bassett I.J., Crompton C.W. The Biology of Canadian Weeds: 11. Ambrosia artemisiifolia L. and A. psilostachya DC. // Canadian Journal of Plant Science. 1975. Vol. 55, № 2. PP. 463–476. doi: 10.4141/cjps75-072
9. Kartesz J.T. Floristic Synthesis of North America, Version 1.0. The Biota of North America Program (BONAP) // North American Plant Atlas. 2015. Chapel Hill, N.C. URL: http://bonap.net/napa (data obrashcheniya: 20.01.2020).
10. EDDMapS. Common ragweed (Ambrosia artemisiifolia L.) profile. Early Detection & Distribution Mapping System. 2020. The University of Georgia – Center for Invasive Species and Ecosystem Health. URL: https://www.eddmaps.org/distribution/uscounty.cfm?sub=5076&map=density (data obrashcheniya: 20.01.2020).
11. United States Department of Agriculture. Ambrosia artemisiifolia Plant profile. 2019. URL: https://plants.usda.gov/core/profile?symbol=AMAR2 (data obrashcheniya: 20.01.2020).
12. Identifier l’herbe à poux. Distribution Géographique De L'herbe À Poux Au Québec. 2002. URL: http://extranet.santemonteregie.qc.ca/userfiles/file/sante-publique/santeenvironnementale/NUISANCE-POUX-dentifier.pdf (data obrashcheniya: 20.01.2020).
13. Lavoie C., Jodoin Y., Merlis A. How did common ragweed (Ambrosia artemisiifolia L.) spread in Quebec? A historical analysis using herbarium records // Journal of Biogeography. 2007. Vol. 34, № 10. PP. 1751–1761. doi: 10.1111/j.1365-2699.2007.01730.x
14. Chauvel B., Dessaint F., Cardinal-Legrand C., Bretagnolle F. The historical spread of Ambrosia artemisiifolia L. in France from herbarium records // Journal of Biogeography. 2006. Vol. 33, № 4. PP. 665–673. doi: 10.1111/j.1365-2699.2005.01401.x
15. GBIF.org (17 November 2019) GBIF Occurrence Download. doi: 10.15468/dl.9lsqy5
16. Scalone R., Lemke A., Štefanić E., Kolseth A.K., Rašić S., Andersson L. Phenological variation in Ambrosia artemisiifolia L. facilitates near future establishment at Northern latitudes // PLoS One. 2016. Vol. 11, № 11. doi: 10.1371/journal.pone.0166510
17. Dahl Å., Strandhede S., Wihl J.-Å. Ragweed – an allergy risk in Sweden? // Aerobiologia. 1999. Vol. 15, № 4. PP. 293–297. doi: 10.1023/A:1007678107552
18. Bassett I.J., Crompton C.W., Francton C. Canadian havens from hay fever. Ottawa : Department of Northern Affairs and National Resources, 1976. 24 p.
19. Bassett I., Crompton C., Parmelee J. An Atlas of Airborne Pollen Grains and Common Fungus Spores of Canada. Ottawa : Biosystematics Research Institute, 1978. 321 p.
20. Bassett I.J. Surveys of air-borne ragweed pollen in Canada with particular reference to sites in Ontario // Canadian Journal of Plant Science. 1959. Vol. 39, № 4. PP. 491–497. doi: 10.4141/cjps59-066
21. Bassett I.J. Air-borne pollen surveys in Manitoba and Saskatchewan // Canadian Journal of Plant Science. 1964. Vol. 44, № 1. PP. 7–14. doi: 10.4141/cjps64-002
22. Bassett I.J., Crompton C.W. Air-borne pollen surveys in British Columbia // Canadian Journal of Plant Science. 1967. Vol. 47, № 3. PP. 251–261. doi: 10.4141/cjps67-046
23. Afonin A.N., Fedorova Yu.A., Li Yu.S. Kharakteristika chastoty vstrechaemosti i obiliya ambrozii polynnolistnoi (Ambrosia artemisiifolia L.) v svyazi s otsenkoi potentsiala ee rasprostraneniya na Evropeiskoi territorii Rossii // Rossiiskii zhurnal biologicheskikh invazii. 2019. № 2. S. 30–38. doi: 10.1134/S2075111719030032
24. Essl F., Dullinger S., Kleinbauer I. Changes in the spatio‐temporal patterns and habitat preferences of Ambrosia artemisiifolia during its invasion of Austria // Preslia. 2009. № 81. PP. 119–133.
25. Dullinger S., Kleinbauer I., Peterseil J., Smolik M., Essl F. Niche based distribution modelling of an invasive alien plant: effects of population status, propagule pressure and invasion history // Biological Invasions. 2009. Vol. 11, № 10. PP. 2401–2414. doi: 10.1007/s10530-009-9424-5
26. Smolik M., Dullinger S., Essl F., Kleinbauer I., Leitner M., Peterseil J., Stadler L.-M., Vogl G. Integrating habitat distribution models and interacting particle systems to predict the spread of an invasive alien plant // Journal of Biogeography. 2010. Vol. 37, № 3. PP. 411–422. doi: 10.1111/j.1365-2699.2009.02227.x
27. Chen H., Chen L.J., Albright T.P. Predicting the potential distribution of invasive exotic species using GIS and information-theoretic approaches: A case of ragweed (Ambrosia artemisiifolia L.) distribution in China // Chinese Science Bulletin. 2007. Vol. 52, № 9. PP. 1223–1230. doi: 10.1007/s11434-007-0192-2
28. Cunze S., Leiblein M.C., Tackenberg O. Range expansion of Ambrosia artemisiifolia in Europe is promoted by climate change // ISRN Ecology. 2013. PP. 1–9. doi: 10.1155/2013/610126
29. Chapman D.S., Haynes T., Beal S., Essl F., Bullock J.M. Phenology predicts the native and invasive range limits of common ragweed // Global Change Biology. 2014. Vol. 20, № 1. PP. 192–202. doi: 10.1111/gcb.12380
30. Chapman D.S., Makra L., Albertini R. et al. Modelling the introduction and spread of nonnative species: international trade and climate change drive ragweed invasion // Global Change Biology. 2016. Vol. 22, № 9. PP. 67–79. doi: 10.1111/gcb.13220
31. Fick S.E., Hijmans R.J. Worldclim 2: New 1-km spatial resolution climate surfaces for global land areas // International Journal of Climatology. 2017. Vol. 37, № 12. PP. 4302–4315. doi: 10.1002/joc.5086
32. Afonin A.N., Milyutina E.A., Fedorova Yu.A. Sozdanie global'nykh kart summ aktivnykh temperatur v svyazi s sostavleniem dolgosrochnykh prognozov rasprostraneniya biologicheskikh ob\"ektov // Global'nye klimaticheskie izmeneniya: regional'nye effekty, modeli, prognozy : materialy mezhdunarodnoi nauch.-prakt. konf. Voronezh : Tsifrovaya poligrafiya, 2019. T. 1. S. 32–34.
33. Afonin A.N., Sokolova Yu.V. Ekologo-geograficheskii analiz i modelirovanie rasprostraneniya biologicheskikh ob\"ektov s ispol'zovaniem GIS : ucheb. posobie (praktikum). SPb. : Izd-vo VVM, 2018. 121 s.
34. Kennedy L.L. Alberta pollen survey // Journal of Allergy and Clinical Immunology. 1953. Vol. 24, № 4. PP. 355–363. doi: 10.1016/0021-8707(53)90181-6
35. Leeson J.Y., Gaultier J., Grenkow L. Manitoba Weed Survey of Annual Crops in 2016. Saskatoon : Agriculture and Agri-Food Canada, Saskatoon Research Centre, 2016. 203 p.
36. Canada Province De Québec Municipalité De Nominingue Règlement Numéro 2008-312 Règlement concernant les nuisances. URL: http://www.municipalitenominingue.qc.ca/fra/wp-content/uploads/reglements/Reglement_2008-312_FINAL.pdf (data obrashcheniya: 20.01.2020).
37. Simard M.-J., Benoît D.-L. Distribution and abundance of an allergenic weed, common ragweed (Ambrosia artemisiifolia L.), in rural settings of southern Quebec, Canada // Canadian Journal of Plant Science. 2010. Vol. 90, № 4. PP. 549–557. doi: 10.4141/CJPS09174
38. Savard M., Larouche B. Répartition singulière des herbes à poux (Ambrosia artemisiifolia, Ambrosia trifida, Iva xanthifolia) au Saguenay-Lac-Saint-Jean, Québec. Saguenay–Lac- Saint-Jean: Agence de la santé et des services sociaux du Saguenay-Lac-Saint-Jean, 2006. 62 p.
39. CISSS du Bas-Saint-Laurent. Herbe à poux. 2019. URL: https://www.cisss-bsl.gouv.qc.ca/vivre-en-sante/sante-environnement/herbe-a-poux04/12/19 (data obrashcheniya: 20.01.2020).
40. Deen W., Hunt L.A., Swanton C.J. Photothermal time describes common ragweed (Ambrosia artemisiifolia L.) phenological development and growth // Weed Science. 1998. Vol. 46, № 5. PP. 561–568. doi: 10.1017/S0043174500091104
