Abstract
After habitat loss, drastic effects of biological invasion caused by alien invasive species to the native biodiversity have been acknowledged worldwide by the agriculturists, ecologists, and governments as it is more overwhelming than pollution, harvest and disease combined. One such example of biological invasion is P. hysterophorus which is considered to be one of the topmost noxious weeds threatening ecosystems diversity in the world, particularly in Pakistan due to its invasive success and generalist nature. Yet no studies have explored the pattern and determinants of plant biodiversity in the Parthenium dominated landscapes. Here we explored the current distribution pattern of this species with relation to environmental variables in the Malakand division of northern Pakistan. Twenty-three sites dominated by P. hysterophorus were identified through a participatory mapping process combined with traditional ecological knowledge and quantitative inventories were made. In total, we found 62 plant species in 55 genera and 32 families, predominately from Asteraceae, Poaceae, and Solanaceae. Ward’s agglomerative clustering procedure showed three well-differentiated, and ecologically meaningful but overlapping vegetation communities. P. hysterophorus was found to be the leading species with an average Importance value ranging from 33.28% to 65.59%. Based on our criteria, surprisingly we found significantly less to be fully (30%) or partially invaded (21%) than the less invaded (47%) plots, indicating the gradual invasive success of the species across the landscape. Canonical Correspondence Analysis (CCA-ordination) has explained 36.9% of the cumulative variance by the first three axes and identified elevation (r= −0.526), slope (r = 0.438) and percent sand (r=−0.474) to be the major environmental factors affecting the distribution of P. hysterophorus and associated vegetation. These results suggested that elevation and percent sand negatively affect Parthenium distribution whereas slope has a positive relationship thereby promoting its populations in the region. The generalist nature of this invasive species is likely to have an overall adverse negative effect on the ecosystem functioning and cannot be ignored. Therefore, quick actions should be taken for the management of this noxious weed to avoid economic consequences and potential threats to fragile ecosystems such as that in Malakand division.
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References
Ahmed M, Khan N, Wahab M, et al. (2009) Vegetation structure of Olea ferruginea Royle Forest of Lower Dir District of Pakistan. Pakistan Journal of Botany 41(6):2683–2695.
Ahmed T, Scholz M, Al-Faraj F, et al. (2016) Water-Related Impacts of Climate Change on Agriculture and Subsequently on Public Health: A Review for Generalists with Particular Reference to Pakistan International Journal Environmental Research and Public Health 13(1051): 1–16. https://doi.org/10.3390/ijerph1311105
Akema JE, Leung B, Kovacs K, et al. (2011) Economic impacts of non-native forest insects in the continental United States. PLoS One 6(9): e24587. https://doi.org/10.1371/journal.pone.0024587.g001
Ali A, Khan TA, Ahmad A, et al. (2018) Analysis of Climate Data of Khyber Pakhtunkhwa, Pakistan. International Research Journal of Engineering and Technology 5(5): 4266–4283. https://doi.org/10.1007/s11069-012-0528-3
Ali SI, Nasir E (1971–95) Flora of West Pakistan. Department of Botany, University of Karachi, Karachi.
Ali S, Khan IA (2010) Distribution of Parthenium hysterophorus L. in the Swabi District of Khyber Pakhtunkhwa. Sarhad Journal of Agriculture 33(2): 269–275. https://doi.org/10.17582/journal.sja/2017/33.2.269.275
Bajwa AA, Farooq M, Nawaz A, et al. (2019) Impact of invasive plant species on the livelihoods of farming households: evidence from Parthenium hysterophorus invasion in rural Punjab, Pakistan. Biological Invasions 21:3285–3304. https://doi.org/10.1007/s10530-019-02047-0
Belz RG, Reinhardt CF, Foxcroft LC, et al. (2007) Residue allelopathy in Parthenium hysterophorus L. does parthenin play a leading role? Crop Protection 26: 237–245. https://doi.org/10.1016/j.cropro.2005.06.009
Bhatti SI (2011) An over view of forests in Pakistan. World environmental day 16th June, 2011.
Bibi S (2013) Phyto-Ecological and Ethno-Botanical Study of Intercroping Weeds in Wheat of Adenzai Valley District Dir Lower, Khyber Pakhtunkhwa, Pakistan. (MPhil thesis).
Blanchet FG, Legendre P, Borcard D, et al. (2008) Forward selection of explanatory variables. Ecology 89: 2623–2632.
Brower JE, Zar JH, Von Ende CN, et al. (1998) Field and Laboratory Methods for General Ecology. McGraw-Hill Education; 4 edition, ISBN-13: 978-0697243584.
Callaway RM, Ridenour WM (2004) Novel weapons: invasive success and the evolution of increased competitive ability. Frontiers in Ecology and Environment 2(8): 436–443. https://doi.org/10.1890/1540-9295(2004)002[0436:NWISAT]2.0
Castillón EE, Arévalo JR, Quintanilla JA, et al. (2015) Classification and ordination of main plant communities along an altitudinal gradient in the arid and temperate climates of northeastern Mexico. Science Nature 102(59): 1–11. https://doi.org/10.1007/s00114-015-1306-3
Champion GH, Seth SK, Khattak GM, et al. (1965) Forest Types of Pakistan. Peshawar Pakistan Forest Institute 238.
Chapuis-Lardy L, Vanderhoeven S, Dassonville N, et al. (2006) Effect of the exotic invasive plant Solidago gigantea on soil phosphorus status. Biology and Fertility of Soils 42: 481–489. https://doi.org/10.1007/s00374-005-0039-4
Chmura D, Tokarska-Guzik B, Nowak T, et al. (2015) The influence of invasive Fallopia taxa on resident plant species in two river valleys (southern Poland). Acta Societatis Botanicorum Poloniae 84(1): 23–33. https://doi.org/10.5586/asbp.2015.008
Dar PA, Zafar A, Reshi ZA, et al.(2015) Roads act as corridors for the spread of alien plant species in the mountainous regions: A case study of Kashmir Valley, India. Tropical Ecology 56(2): 183–190.
Dogra KS, Sood SK, Sharma R, et al. (2011) Distribution, Biology, and Ecology of Parthenium hysterophorus L. (Congress Grass) an invasive species in the North-Western Indian Himalaya (Himachal Pradesh). African Journal of Plant Science 5: 682–687.
El-Bana MI, Al-Mathnani AS (2009) Vegetation-soil relationships in the Wadi Al-Hayat Area of the Libyan Sahara. Australian Journal of Basic and Applied Sciences 3(2): 740–747.
Engelkes T, Meisner A, Morriën E, et al. (2016) Herbivory and dominance shifts among exotic and congeneric native plant species during plant community establishment. Oecologia 180: 507–517. https://doi.org/10.1007/s00442-015-3472-6.
Gupta G, Gour VS, Sharma P, et al. (2017) Acid and enzymatic hydrolysis mediated bioethanol production from biomass of a noxious weed Parthenium hysterophorus L. Environmental Progress and Sustainable Energy 36(1): 294–296. https://doi.org/10.1002/ep.12495
Hejda M, Pyšek P (2006) What is the impact of Impatiens glandulifera on species diversity of invaded riparian vegetation?.Biological Conservation 132(2): 143–152. https://doi.org/10.1016/j.biocon.2006.03.025
Irshad M, Khan N, Ali K, et al. (2016) The influence of environmental variables on Punica granatum L. assemblages in subtropical dry temperate woodland in the district of Lower Dir, Khyber Pakhtunkhwa, Pakistan. Turkish Journal of Botany 40(6): 610–622.https://doi.org/10.3906/bot-1602-32
Jabeen R, Prentis P, Anjum T, et al. (2015) Genetic structure of invasive weed Parthenium hysterophorus in Australia and Pakistan. International Journal of Agriculture and Biology 17(2).
Javaid A, Shafique S, Shafique S, et al. (2007) Causes of rapid spread of Parthenium hysterophorus L. In Pakistan and possible Control measures a review. Pakistan Journal of Botany 39(7): 2611–2618.
Jeschke JM, Bacher S, Blackburn TM, et al. (2014) Defining the impact of non-native species. Conservation Biology 28(5). https://doi.org/10.1111/cobi.12299
Joshi S (1991) Interference effects of Cassia uniflora Mill. on Parthenium hysterophorus L. Plant Soil 132: 213–218. https://doi.org/10.1007/BF00010402
Keller RP, Geist J, Jeschke JM, et al. (2011) Invasive species in Europe: ecology, status, and policy. Environmental Sciences Europe 23(23): 1–17.https://doi.org/10.1186/2190-4715-23-23
Kent M, Coker P (1992) Vegetation Description and Analysis. A Practical Approach. London: Belhaven Press. p 363.
Khan FK (2015) Pakistan geography economy and people, 4th edn. Oxford University Press, Pakistan.
Khan MA, Qureshi RA, Gillani SA, et al. (2010) Invasive species of federal capital area Islamabad, Pakistan. Pakistan Journal of Botany42(3): 1529–1534.
Khan N, Ahmed M, Shaukat SS, et al. (2011) Structure, diversity, and regeneration potential of Monotheca buxifolia (Falc.) A. DC. Dominated forest of Lower Dir District, Pakitstan. Frontiers of Agriculture in China 5: 106–121. https://doi.org/10.1007/s11703-011-1062-x
Khan ZI, Ashraf M, Ahmad K, et al. (2009) Evaluation of mineral composition of forages for grazing ruminants in Pakistan. Pakistan Journal of Botany 41(5): 2465–2476.
Khan N, Ahmed M, Wahab M, et al. (2010) Studies along an altitudinal gradient in Monotheca buxifolia (Falc.) A. D, Forest, District Lower Dir, Pakistan. Pakistan Journal of Botany 42(5): 3029–3038. https://doi.org/10.1007/s11703-011-1062-x
Khan N, Ali F, Ali K, Shaukat SS (2015) Composition, structure and regeneration dynamcis of Olea ferruginea Royle forests from Hindikush ranges of Pakistan. Journal of Mountain Sciences 12(3): 647–658.https://doi.org/10.1007/s11629-013-2831-1
Khan N, Ali K, Shaukat SS, et al. (2014) Phytosociology, structure and dynamics of Pinus roxburghii associations from Northern Pakistan. Journal of Forestry Research 25(3): 511–521. https://doi.org/10.1007/s11676-014-0490-x
Khan N, Shaukat SS, Ahmad M, et al. (2013) Vegetation-environment relationships in the forests of Chitral District Hindukush range of Pakistan. Journal of Forestry Research 24(2): 205–216.https://doi.org/10.1007/s11676-013-0346-9
Kohli RK, Kuldip SD, Daizy RB, et al. (2004) Impact of invasive plants on the structure and composition of natural vegetation of northwestern Indian Himalayas. Weed Technology 18: 1296–1300.https://doi.org/10.1614/0890-037X
Kosanic A, Anderson K, Harrison S, et al. (2018) Changes in the geographical distribution of plant species and climatic variables on the West Cornwall peninsula (South West UK). PLoS ONE 13(2): e0191021. https://doi.org/10.1371/journal.pone.0191021
Koutika LS, Vanderhoeven S, Chapuis-Lardy L, et al. (2007) Assessment of changes in soil organic matter after invasion by exotic plant species. Biology and Fertility of Soils 44: 331–341. https://doi.org/10.1007/s00374-007-0210-1
Kumari P, Sahu PK, Soni MY, Awasthi P (2014) Impact of Parthenium hysterophorus L. invasion on species diversity of cultivated fields of Bilaspur (CG) India. Agricultural Sciences 5: 754–764. https://doi.org/10.4236/as.2014.58079
Kumschick S, Gaertner M, Vilà M, et al. (2015) Ecological impacts of alien species: Quantification, scope, caveats, and recommendations. BioScience 65(1): 55–63. https://doi.org/10.1093/biosci/biu193
Lembrechts JJ, Milbau A, Nijs I, et al. (2014) Alien Roadside Species More Easily Invade Alpine than Lowland Plant Communities in a Subarctic Mountain Ecosystem. PLoS ONE 9(2): e89664. https://doi.org/10.1371/journal.pone.0089664
Leps J, Smilauer P (2003) Multivariate Analysis of Ecological data Using CANOCO. Cambridge University Press.
Levine JM, D’Antonio CM (2003) Forecasting biological invasions with increasing international trade. Conservation Biology 17: 322–326. https://doi.org/10.1046/j.1523-1739.2003.02038.x
Liao C (2008) Altered ecosystem carbon and nitrogen cycles by plant invasion, a meta-analysis. New Phytologist 177: 706–714. https://doi.org/10.1111/j.1469-8137.2007.02290.x
Maikhuri RK, Rao KS, Semwal RL, et al. (2001) Changing scenario of Himalayan agroecosystems: loss of agrobiodiversity, an indicator of environmental change in Central Himalaya, India. Environmentalist 21(1): 23–39. https://doi.org/10.1023/A:1010638104135
Malkani MS, Khosa MH, Alyani MI, et al. (2017) Mineral Deposits of Khyber Pakhtunkhwa and FATA (Pakistan). Lasbela University Journal of Science and Technology. p6.
Marwat KB, Hashim S, Ali H, et al. (2010) Weed Management: A case study from North-West Pakistan. Pakistan Journal of Botany 42: 341–353. https://doi.org/10.2134/agronj2002.1740
McGeoch MA (2010) Global indicators of biological invasion: species numbers, biodiversity impact and policy responses. Diversity and Distribution 16:95–108. https://doi.org/10.1111/j.1472-4642.2009.00633.x
Meng DP, Zhang JT, Li M, et al. (2012) Diversity of woodland communities and plant species along an altitudinal gradient in the Guancen Mountains, China. The Scientific World Journal Vol. 2012, Article ID 398765: 1–7. https://doi.org/10.1100/2012/398765
Milchunas DG, Salsa OE, Lauenroth WK, et al. (1988) A generalized model of the effects of grazing by large herbivores on grassland community structure. American Naturalist 132: 87–106. https://doi.org/10.1086/284839
Mitchell CE, Power AG (2003) Release of invasive plants from fungal and viral pathogens. Nature 421(6923): 625–627. https://doi.org/10.1038/nature01317.
Mueller-Dombois D, Ellenberg H (1974) Aims and Methods of Vegetation Ecology. John Wiley and Sons, New York. p 547.
Muhammd Z, Khan N, Ullah A (2016) Quantitative ethnobotanical profile of understory vegetation in Acacia modesta (Wall) forest of Malakand division, Pakistan. Science Technology and Development 35(2):88–93. https://doi.org/10.3923/std.2016.88.93
Nafees M, Jan MR, Khan H, et al. (2008) Status of soil texture and required associated soil conservation measure of River Swat catchments area, NWFP, Pakistan. Sarhad Journal of Agriculture 24(2): 251–259.
Olsen SR (1954) Estimation of available phosphorus in soils by extraction with sodium bicarbonate (No. 939). US Department of Agriculture.
Paini DR, Sheppard AW, Cook DC, et al. (2016) Global threat to agriculture from invasive species. Proceedings of the national Academy of Sciences 113(27):. 7575–7579. https://doi.org/10.1073/pnas.1602205113
Parker IM, Simberloff D, Lonsdale WM, et al. (1999) Impact: toward a framework for understanding the ecological effects of invaders. Biol. Invasions 1:3–19. https://doi.org/10.1023/A:1010034312781
Pejchar L, Mooney HA (2009) Invasive species, ecosystem services and human well-being. Trends in Ecology and Evolution 24(9): 497–504. https://doi.org/10.1016/j.tree.2009.03.016
Pumijumnong N, Payomrat P (2013) The Effective ecological factors and vegetation at Koh Chang Island, Trat province, Thailand. Open Journal of Forestry 3(1): 41–48. https://doi.org/10.4236/ojf.2013.31007
Pumijumnong N (2012) Teak tree ring widths: Ecology and climatology research in Northwest Thailand. Science, Technology and Development 31: 165–174.
Qian H, Guo Q (2010) Linking biotic homogenization to habitat type, invasiveness and growth form of naturalized plants in North America. Diversity and Distributions 16: 119–125. https://doi.org/10.1111/j.1472-4642.2009.00627.x
Qin H, Dong G, Zhang Y, et al. (2017) Patterns of species and phylogenetic diversity of Pinus tabuliformis forests in the eastern loess plateau, China. Forest Ecology and Management 394: 42–51. https://doi.org/10.1016/j.foreco.2017.03.030
Qureshi H, Arshad M, Bibi Y (2014) Invasive flora of Pakistan: a critical analysis. International Journal of Biosciences 4(1): 407–424. https://doi.org/10.12692/ijb/4.1.407-424
Qureshi R, Bhatti GR, Shabbir G, et al. (2011) Floristic inventory of PirMehr Ali Shah Arid Agriculture University Research farm at Koont and its surrounding areas. Pakistan Journal of Botany 43(3): 1679–1684.
Rashid H, Khan MA, Amin A, et al. (2008) Effect of Parthenium hysterophorus L. root extractson seed germination and growth of maize and barley. American Journal of Plant Science and Biotechnology 2: 51–55.
Reddy CS (2008) Biological invasion-Global terror. Current Science 94(10): 1235–1235.
Rehman A, Jingdong L, Shahzad B, et al. (2015) Economic perspectives of major field crops of Pakistan: An empirical study. Pacific Science Review B: Humanities and Social Sciences 1(3): 145–158.https://doi.org/10.1016/j.psrb.2016.09.002
Rahman IU, Khan N, Ali K, et al. (2018) Vegetation-environment relationship in Pinus wallichiana forests of the Swat Hindukush range of Pakistan. Journal of Forestry Research 31: 185–195. https://doi.org/10.1007/s11676-018-0864-6
Ricklefs RE, Guo Q, Qian H, et al. (2008) Growth form and distribution of introduced plants in their native and nonnative ranges in Eastern Asia and North America. Diversity and Distributions 14: 381–386. https://doi.org/10.1111/j.1472-4642.2007.00457.x
Sakai AK, Allendorf FW, Holt JS, et al. (20011) The population biology of invasive species. Annual Review of Ecology and Systematics 32: 305–332. https://doi.org/10.1146/annurev.ecolsys.32.081501.114037
Setälä HM, Francini G, Allen JA, et al. (2016) Vegetation type and age drive changes in soil properties, nitrogen, and carbon sequestration in urban parks under cold climate. Frontiers in Ecology and Evolution 4(93):1–14. https://doi.org/10.3389/fevo.2016.00093
Shabbir A, Bajwa R (2006) Distribution of Parthenium weed (Parthenium hysterophorus L.), an alien invasive weed species threatening the biodiversity of Islamabad. Weed Biology and Management 6: 89–95. https://doi.org/10.1111/j.1445-6664.2006.00202.x
Shabbir A, Bajwa R (2007) Parthenium invasion in Pakistan- A. Threat still unrecognized. Pakistan Journal of Botany 39: 2519–2526.https://doi.org/10.1111/j.1445-6664.2006.00202.x
Shah FR, Ahmad N, Zahid DM, et al. (2010) The hudiara drain waste water effect on the distribution of surrounding herbaceous vegetation. Pakistan Journal of Botany 42(3): 1745–1754
Tappeiner J, Zasada J, Ryan P, et al. (1991) Salmonberry clonal and population structure: the basis for a persistent cover. Ecology 72: 609–618. https://doi.org/10.2307/2937201
terBraak CJF, Smilauer P (2002) CANOCO Reference Manual. Cano Draw for Win-dows User’s Guide, Software for Canonical Community Ordination, version 4.5. Microcomputer Power, Ithaca, NY.
Theoharides K A, Dukes J S (2007) Plant invasion across space and time: factors affecting nonindigenous species success during four stages of invasion. New Phytologist 176:256–273. https://doi.org/10.1111/j.1469-8137.2007.02207.x
Timsina BBB, Shrestha MB, Rokaya ZM, et al. (2011) Impact of Parthenium hysterophorus L. invasion on plant species composition and soil properties of grass land communities in Nepal. Flora 206: 233–240. https://doi.org/10.1016/j.flora.2010.09.004
Tobin PC (2018) Managing invasive species [version 1; referees: 2 approved] F1000Research 2018, 7(F1000 Faculty Rev): 1686. https://doi.org/10.12688/1000reserach.15414.1
Ullah S, Malik ZK, Khan M, et al. (2017) Economic assessment of the poverty-environmental quality nexus: a case study of Malakand Division. International Journal of African and Asian Studies 33: 17–30.
Virtanen R, Luoto M, Rama T, et al. (2010) Recent vegetation changes at the high-latitude tree line ecotone are controlled by geomorphological disturbance, productivity and diversity. Global Ecology and Biogeography 19: 810–821. https://doi.org/10.1111/j.1466-8238.2010.00570.x
Vittoz P, Bayfield N, Brooker R, et al. (2010) Reproducibility of species lists, visual cover estimates and frequency methods for recording high-mountain vegetation. Journal of Vegetation Science 21: 1035–1047. https://doi.org/10.2307/40925561
Wahab S (2005) Management of Parthenium through an integrated approach. Initiatives, achievements and research opportunities in India. In: Proc. 2. Internat. Conference on Parthenium Management, University of Agricultural Science, Bangalore, India. pp 55–59
Wi S, Yang YCE, Steinschneider S, Khalil A, Brown CM (2015) Calibration approaches for distributed hydrologic models in poorly gaged basins: implication for streamflow projections under climate change. Hydrology and Earth System Sciences 19: 857–876. https://doi.org/10.5194/hess-19-857-2015
Zareen S, Ahmad I, Ali A, et al. (2018) Distributions of Invasive Weed Parthenium (Parthenium hysterophorus L.) in the University Campus Peshawar, Pakistan. European Journal of Experimental Biology 3(18): 1–9. https://doi.org/10.21767/2248-9215.100059
Zhang JT, Shao D (2015) Attributes of forest diversity in the Yunmeng Mountain National Forest Park in Beijing, China. Applied Ecology and Environmental Research 13(3): 769–782. https://doi.org/10.15666/aeer/1303_769782
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Distribution pattern and ecological determinants of an invasive plant Parthenium hysterophorus L., in Malakand division of Pakistan
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Khan, N., Bibi, K. & Ullah, R. Distribution pattern and ecological determinants of an invasive plant Parthenium hysterophorus L., in Malakand division of Pakistan. J. Mt. Sci. 17, 1670–1683 (2020). https://doi.org/10.1007/s11629-019-5932-7
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DOI: https://doi.org/10.1007/s11629-019-5932-7