تعیین پراکنش مکانی کفشدوزک شکارگر Coccinella septempunctata با استفاده از زمین‌آمار در مزارع یونجه شهرستان‌های دزفول(خوزستان) و بروجرد(لرستان)

AFONIN, A.N., GREENE, S.L., DZYUBENKO, N.I. and A.N. FROLOV. 2008. Interactive agricultural ecological atlas of Russia and neighboring countries. Economic plants and their diseases, pests and weeds. Retrieved December 14, 2018. http://www.agroatlas.ru

Ali, A. and P.Q. RIZVI. 2010. Age and stage specific life table of Coccinella septempunctata L. (Coleoptera: Coccinellidae) at varying temperatures. World Journal of Agricultural Sciences. No. 6(3): 268-273. https://www.researchgate.net/publication/239596914

ALSUHAIBANI, A.M. 1996. Entomofauna of Alfalfa in Riyadh, Saudi Arabia. Journal of King Saud University, Agricultural Sciences. No. 8(2): 269-277.

ASAKEREH, H. 2008 Application of Kriging method for rainfall interpolation, case study, rainfall interpolation 17.3.1998 in Iran. Geography and Development Magazine, 42, 12-25 (in Persian).

BLOM, P.E. and S.J. FLEISCHER.  2001. Dynamics in the spatial structure of Leptinotarsa decemlineata (Coleoptera: Chrysomelidae). Environmental Entomology. No. 30: 350-364. DOI: https://doi.org/10.1603/0046-225X-30.2.350

BRESSAN, A., MORAL GARCIA, F.J., SEMETEY, O. and E. BOUDON-PADIEU. 2010. Spatial temporal pattern of Pentastiridius leporinus migration in an ephemeral cropping system. Agrcultural and Forest Entomology. No. 12: 59-68. DOI: https://doi.org/10.1111/j.1461-9563.2009.00450.x

CANEVARI, W.M., DAVIS, R.M., FRATE, C.A., GODFREY, L.D. and P.B. GOODELL. 2015. UC IPM pest management guidelines, alfalfa, UC ANR publication 3430. http://www.ipm.ucdavis.edu. [Accessed on 14 March 2024].

CAPINERA, J.L. 2001. “Handbook of vegetable pests (1st. ed.)” Academic Press, California.

COLLINS, K.L., BOATMAN, N.D., WILCOX, A., HOLLAND, J.M. and K. CHANEY. 2002. Influence of beetle banks on cereal aphid predation in winter wheat. Agriculture, Ecosystems and Environment. No. 93:337-350. DOI:

http://dx.doi.org/10.1016/S0167-8809(01)00340-1

DIONISIO, L.F.S., LIMA, A.C.S., IZIDÓRIO, R.M., SANTOS, A.V., ORRILLO, H.M., LIMA, G.L. 2016. Monitoramento de insetos e distribuição espacial de Sitophilus spp. (Coleoptera: Curculionidae) em unidade de beneficiamento e armazenamento degrãos. Revista Agroambiente On- line, DOI: https://doi.org/10.18227/1982-8470ragro.v10i3.3273

ELLIOTT, N.C., KIECKHEFER, R.W., LEE, J.H. and B.W. FRENCH. 1999. Influence of within - field and landscape factors on aphid predator populations in wheat. Landscape Ecology. No. 14: 239 - 252. DOI: https://doi.org/10.1023/a:1008002528345

ELLSBURY, M.M., WOODESON, W.D., CLAY, S.A., MALO, D. and J. SCHUMACHER. 1998. Geostatistical characterization of the spatial distribution of adult corn rootworm (Coleoptera: Chrysomelidae) emergence. Environmental Entomology. No. 27(4): 910-917. DOI: https://doi.org/10.1093/ee/27.4.910

FARAHI, S. and H. SADEGHI. 2008. Species diversity of aphids and ladybugs in wheat fields, Mashhad city, Khorasan Province. Journal of plant protection. No. 23(2): 89-95. (In Persian with English summary). DOI: https://sid.ir/paper/142693/fa

GARCIA, A.G., ARAUJO, M.R., URAMOTO, K., WALDER, J.M.M. and R.A. ZUCCHI. 2017. Geostatistics and geographic information system to analyze the spatial distribution of the diversity of Anastrepha species (Diptera: Tephritidae): the effect of forest fragments in an urban area. Environmental Entomology. No. 46: 1189 –1194.

GARZIA, T. G., SISCARO, G., BIONDI, A. AND ZAPPALA, L. 2011. Distribution and damage of Tuta absoluta, an exotic invasive pest from South America. In: International symposium on management of Tuta absoluta (Tomato borer) Proceeding. Agadir, Morocco, November, 16-18.

GHAHREMANI, M., KARIMZADEH, R. and S. IRANIPOUR. 2023. Using statistical methods determine spatio-temporal distribution of aphids and aphidophagous ladybirds in alfalfa fields. Journal of Entomological Society of Iran. No. 43(4): 393-404. DOI: https://doi.org/10.61186/jesi.43.4.7

GHANAVATI, F., MOZAFFARI, H. 2020. Eco-geographical Distribution of Annual Medics Species in Iran. Seed and Plant Journal, No.2 (3): 285-299

GOOVAERTS, P. 1998. Geostatistical tools for characterizing the spatial variability of microbiological and physico-chemical soil properties. Biology and. Fertility of Soils. No. 27: 315-334. DOI:  http://dx.doi.org/10.1007/s003740050439

GREGO, C.R., VIEIRA, S.R. and A.L. LOURENCAO. 2006. Spatial distribution of Pseudaletia sequax Franclemont in triticale under no-till management. Scientific Agriculture No. 63: 321-327. DOI: http://dx.doi.org/10.1590/S0103-90162006000400002

HASANI PAK, A. 2007. Geostatistics. University of Tehran Press. Tehran, Iran. 314 pp.

ISAAKS, E.H. and R.M. SRIVASTAVA. 1989. An Introduction to Applied Geostatistics. Oxford University Press, USA. 561 pp.

JOKAR, M. 2023. Partial Distribution of Cotton Bollworm in Southeastern Shores of the Caspian Sea, Golestan Province, Iran. Current Applied Science and Technology, 23(1): 1-8.

KARIMZADEH, R., HEJAZI, M.J., HELALI, H., IRANPOUR, S. and S.A. MOHAMMADI. 2011. Analysis of the spatio-temporal distribution of Eurygaster integriceps (Hemiptera: Scutelleridae) by using spatial analysis by distance indices and geostatistics. Environmental Entomology. No. 40: 1253-1265. DOI: https://doi.org/10.1007/s11119-010-9202-5

KATHRINE, A. R. 2001. Geostatistic using SAS software. Own analyticinc. 360 PP. Oxford University Press. Londen. doi.org/10.1007/978-3-642-03647-7_8

KARIMZADEH, R., ZAKERI, M. and S. IRANPOUR. 2015. Determination of spatial distribution Hypera postica and Sitona spp (Coleoptera: Curculionidae) using geostatistics. Applied Entomology and Phytopathology. No. 83: 223-236.

DOI: https://civilica.com/doc/1517136

KAVALLIERATOS, N.G., STATHAS, G.J. and Z. TOMANOVIC. 2002. Aphid parasitoids (Hymenoptera: Braconidae: Aphidiidae) on citrus: seasonal abundance, association whit the species of host plant, and sampling indices. Phytoparasitica. No. 30(4): 365-377. DOI: https://doi.org/10.1007/BF02979684

KONTODIMAS, D.C. and G.J. STATHAS. 2005. Phenology, fecundity and life table parameters of the predator Hippodamia variegate reared on Dyaphis crataegi. Biocontrol. No. 50(2): 223-233.

DOI: https://doi.org/10.1007/s10526-004-0455-7

LANG, A. 2003. Intraguild interference and biocontrol effects of generalist predators in a winter wheat field. Oecologia. No. 134: 144-153. DOI: https://www.jstor.org/stable/4223485

LIEBHOLD, A.M., ROSSI, R.E. and P. KEMP. 1993. Geostatistic and geographic information system in applied insect ecology. Annual Review of Entomology. No. 38: 303-327. DOI: http://dx.doi.org/10.1146/annurev.en.38.010193.001511

MADANI, H. 1994. Fundamental of Geostatistics. Amirkabir University Press. 659 pp.

MCBRATNEY, A.B., WEBSTER, R. and T.M. BURGESS. 1981. The design of optimal sampling schemes for local estimation and mapping of regionalized variables - I: theory and method. Computers & Geosciences. No. 7: 331-334.

DOI: https://doi.org/10.1016/0098-3004(81)90077-7

MILONAS, P., GOGOU, C., PAPADOPOULOU, A., FOUNTAS, S., LIAKOS, V., and PAPADOPOULOS, N. T. 2016. Spatio-temporal distribution of Helicoverpa armigera (Hübner) (Lepidoptera: Noctuidae) and Pectinophora gossypiella (Saunders) (Lepidoptera: Gelechiidae) in a cotton production area. Neotropical entomology, 45(10): 240-251.

DOI: https://doi.org/10.1007/s13744-015-0358-6

MOHISENI, A.A., PIRHADI, A. and A. NABATI. 2007. Geostatistical analyzes of important wheat aphids in dry wheat fields of Borujerd city. The 18^th Iranian plant protection Congress. Boali Sina University, Hamedan. 423pp) .In Persian with English summary).

MOHAMMADIAN, R., ZAMANI, A.A., VAHEDI, H., TAFAGHODINIA, B. 2024. Comparison of Spatial distribution of tomato fruit borer, Helicoverpa armigera using geostatistics and fuzzy-neural network methods. Applied Entomology and Phytopathology, No. 92(1); 57-66

MOSER, S.E. and J.J. OBRYCKI. 2009. Competition and intraguild predation among three species of coccinellids (Coleoptera: Coccinellidae). Annals of the Entomological Society of America. No. 102: 419-425. DOI: https://doi.org/10.1603/008.102.0310

NAKASHIMA, Y. and M. AKASHI. 2005. Temporal and within-plant distribution of the parasitoid and predator complexes associated with Acyrthosiphon pisum and A. kondoi (Homoptera: Aphididae) on alfalfa in Japan. Applied Entomology and Zoology. No. 40(1): 137-144. DOI: http://dx.doi.org/10.1303/aez.2005.137

NAZARI, M., MOZAFARIAN, F. and Y. MAAROSIK. 2001. Identification of the natural enemies of wheat aphids in Karaj region. 15^th Iranian plant protection Congress. 7-11 September, Razi University of Kermanshah, Iran, P. 21.

PARK, Y.L. and J.J. TELFSON. 2005. Spatial prediction of corn rootworm (coleopteran: Chrysomelidae) adult emergence in Iowa cornfields. Journal of Economic Entomology. No. 98: 121- 128.

DOI: https://doi.org/10.1093/jee/98.1.121

PARK, Y.L. and J.J. OBRYCKI. 2004. Spatio-temporal distribution of corn leaf aphids (Homoptera: Aphididae) and lady beetles (Coleoptera: Coccinellidae) in Iowa cornfields. Biological Control. No. 31: 210-217. DOI:  http://dx.doi.org/10.1016/j.biocontrol.2004.06.008

PUTNAM, D.H., RUSSELLE, M., ORLOFF, S., KUHN, J. and L. FITZHUGH. 2001. Alfalfa, Wildlife and the Environment. The Importance and Benefits of Alfalfain the 21^st century. A Friendly and Informative Guide to Alfalfa, the Queen of Forages. California Alfalfa and Forage Association Press. 24 pp.

RAKHSHANI, E., EBADI, R. and A.A. MOHAMMADI. 2009. Population dynamics of alfalfa aphids and their natural enemies, Isfahan, Iran. Journal of Agricultural Science and Technology. No. 11: 505-520. https://www.researchgate.net/publication/228509444

RATCLIFFE, S.T., GRAY, M.E. and K.L. STEFFEY. 2014. IPM: field crops: spotted alfalfa aphid (Therioaphis maculata). [Aquired, October 26. 2014] Available from: DOI:

https://ipm.illinois.edu/fieldcrops/insects/spotted_alfalfa_aphid/index.html

REAY-JONES, F.P.F. 2012. Spatial analysis of the cereal leaf beetle (Coleoptera: Chrysomelidae) in wheat. Environmental Entomology. No. 41: 1516 – 1526. DOI: https://doi.org/10.1603/en12103

RENDU, J.M. 1981. An Introduction to Geostatistical Methods of Mineral Evaluation. South African Institute of Mining and Metallurgy Press. Johannesburg. 84 pp.

RICHARDS, L.A and A.M. HARPER. 1978. Oviposition by Nabis alternatus (Hemiptera: Nabidae) in alfalfa. The Canadian Entomologist. No. 110: 1359-1362. DOI: https://doi.org/10.4039/Ent1101359-12

RIJAL, J.P., BREWSTER, C.C. and J.C. BERGH. 2014. Spatial distribution of grape root borer (Lepidoptera: Sesiidae) infestations in Virginia vineyards and implications for sampling. Environmental Entomology. No. 43: 716 - 728.

DOI: https://doi.org/10.1603/EN13285

RONG, J., DIAN-MO, L., BAO-YU, X., ZHE, L. and M. DONG- LI. 2006. Spatial distribution of oriental migratory locust (Orthoptera: Acrididae) egg pod populations: implications for site–specific pest management. Environmental Entomology. No. 35: 1244-1248.

DOI: http://www.insect.org.cn/EN/Y2006/V49/I3/410

SALLY, R., SINGH, S.R., WALTERS, K.F.A. and P.H. NORTHING. 2004. Consumption rates and predatory activity of adult and fourth instar larvae of the seven spot ladybird, Coccinella septempunctata (L.), following contact with dimethoate residue and contaminated prey in laboratory arenas. Biological Control. No. 30: 127-133. DOI: http://dx.doi.org/10.1016/j.biocontrol.2004.01.003.

SARMADIAN, F., KESHAVARZI, A., ODAGIU, A., ZAHEDI, Gh. & JAVADIKIA, H. (2014) Map- ping of spatial variability of soil organic carbon based on radial basis functions method. Pro-Environment 7, 3-9.

SCHABER, B.D., HARPER, A.M. and T. ENTZ. 1990. Effect of swathing alfalfa for hay on insect dispersal. Journal of Economic Entomology. No. 83: 2427-2433. DOI: https://doi.org/10.1093/jee/83.6.2427

SCHELLHORN, N.A. and D.A. ANDOW. 2005. Response of coccinellids to their aphid prey at different spatial scales. Population Ecology. No. 47: 71-76. DOI: http://dx.doi.org/10.1007/s10144-004-0204-x

SCHOTZKO, D.J.O. and L.E. KEEFFE. 1989. Geostatistical description of the spatial distribution of Lygus hesperus (Heteroptera: Miridae) in Lentis. Economic Entomology. No. 82: 1277-1288.

DOI: https://doi.org/10.1093/jee/82.5.1277

SEETHALAM, M., BAPATLA, K. G., KUMAR, M., NISA, S., CHANDRA, P., MATHYAM, P., AND SENGOTTAIYAN, V. 2021. Characterization of Helicoverpa armigera spatial distribution in pigeonpea crop using geostatistical methods. Pest Management Science, 77(11): 4942-4950.

DOI: https://doi.org/10.1002/ps.6536

SHABANI NEJAD, A. AND TAFAGHODINIYA, B. 2017. Evaluation of Geostatistical Methods and Artificial Neural Network for Estimating the Spatial Distribution of Tetranychus urticae (Acari: Tetranychidae) in Cucumber field Ramhormoz. Journal of Applied Entomology and Phytopathology 85(11): 22-30. [In Persian with English summary]. DOI: https://doi.org/10.22092/jaep.2017.107121.1110

SHAYESTEHMEHR, H. 2014. Spatio-temporal distribution of Therioaphis maculata Buckten, Aphis craccivora Koch and coccinellid lady beetles in alfalfa fields of karkaj. M.Sc thesis Department of Plant Protection, Tabriz University, Iran.

SHEKARIAN, B. and A. REZVANI. 2002. Cereal aphids, population percentage and their natural enemies in wheat fields of Lorestan province. 15^th Iranian plant protection Congress. 7-11 September, Razi University of Kermanshah, Iran, P. 23.

SHOJI, T. & KITAURA, H. 2006 Statistical and geostatistical analysis of rainfall in central Japan. Computers and Geosciences 32, 1007-1024.

SLOGGETT, J.J. 2005. Are we studying too few taxa? Insights from aphidophagous ladybird beetles (Coleoptera: Coccinellidae). European Journal of Entomology. No. 102: 391–398.

DOI: http://dx.doi.org/10.14411/eje.2005.056

SOLEIMANI, S. and H. MADADI. 2015. Seasonal dynamics of: the pea aphid, Acyrthosiphon pisum (Harris), its natural enemies the seven spotted lady beetle Coccinella septempunctata Linnaeus and variegated lady beetle Hippodamia variegata Goeze, and their parasitoid Dinocampus coccinellae (Schrank). Journal of Plant Protection Research. No. 55: 421-428. (in Persian with English summary).

DOI: http://dx.doi.org/10.1515/jppr-2015-0058

SUMMERS, C.G. 1976. Population fluctuations of selected arthropods in alfalfa: influence of two harvesting practices. Environmental Entomology. No. 5: 103-110.

TAYLOR, D.B., FRIESEN, K. and J. JERRY ZHU. 2013. Spatial - temporal dynamics of stable fly (Diptera: Muscidae) trap catches in eastern Nebraska. Environmental Entomology. No. 42: 524-531.

DOI: https://doi.org/10.1603/EN12258

UTSET, A., RUIZ, M.E., HERRERA, J. and .P. DELEON. 1998. A geostatistical method for salinity sample site spacing. Geoderma. No. 86: 143-151.

VAN, W., WERF, E.W. and J. POWELL. 2000. Measuring and modeling the dispersal of Coccinella septempunctata (Coleoptera: Coccinellidae) in alfalfa fields. European Journal of Entomology. No. 97: 487–493. DOI: http://dx.doi.org/10.14411/eje.2000.075

WHEELER, A.G. 1977. Studies on the arthropod fauna of alfalfa, predaceous insects. Canadian Entomologist. No. 109: 423-427.

DOI: https://doi.org/10.4039/Ent109423-3

WRIGHT, R.J., YOUNG, T.A., JARVI, K.J. and R.C. SEYMOUR. 2002. Geostatistical analysis of the small-scale distribution of European corn borer (Lepidoptera: Crambidae) larvae and damage in whorl stage corn. Environmental Entomology. No. 31(1): 160-167.

DOI: https://doi.org/10.1603/0046-225X-31.1.160