PERTANIKA JOURNAL OF TROPICAL AGRICULTURAL SCIENCE

 

e-ISSN 2231-8542
ISSN 1511-3701

Home / Regular Issue / JTAS Vol. 47 (4) Nov. 2024 / JTAS-2892-2023

 

Bioefficacy of Bio-insecticide from Chromolaena odorata (L.) R. M. King & H. E. Robins Methanol Extract against Brown Planthopper, Nilaparvata lugens (Stål.)

Nor Ilya Mohd Zaki, Norhayu Asib, Erwan Shah Shari and Muhammad Saiful Ahmad-Hamdani

Pertanika Journal of Tropical Agricultural Science, Volume 47, Issue 4, November 2024

DOI: https://doi.org/10.47836/pjtas.47.4.23

Keywords: Bio-insecticide, brown planthopper, crude plant extract, emulsion formulation, gas chromatography-mass spectrometry

Published on: 29 November 2024

The rice brown planthopper (BPH), Nilaparvata lugens (Stål.), is a highly damaging insect pest to rice crops. The excessive use of synthetic chemicals has resulted in the development of resistance to insecticides and negative consequences for the environment and insect biodiversity. Hence, three common weed species, namely Ageratum conyzoides, Chromolaena odorata, and Mallotus paniculatus, were evaluated on the comparative extraction yield in different solvents, as well as the toxicity potential in the selected methanol extract. Further, the bioactive compounds in C. odorata were characterized, and potential bio-insecticide formulations were developed and evaluated on the BPH. Methanol extract displayed higher efficiency, yielding 17.29% compared to only 3.19% in hexane extract. Insecticidal activity evaluation demonstrated that C. odorata exhibited the highest toxicity (77.50% at 10,000 ppm), having a median lethal concentration (LC50) value of 977 ppm, while A. conyzoides (55.20% at 10,000 ppm) and M. paniculatus (60.0% at 12,000 ppm) produced LC50 values of 6,549 ppm and 21,940 ppm, respectively. Subsequently, a plant-based bio-insecticide was formulated using the crude methanol extract of C. odorata as the active ingredient. A mixture of surfactant (Emersense® AM 8025), oil (palm kernel oil ester), and water resulted in a stable macroemulsion called Emersense® AM 8025/palm kernel oil ester/water (EM-PKOE). The formulated macroemulsion displayed enhanced toxicity and efficacy against BPH nymphs, with an LC50 value of 220 ppm, outperforming the unformulated crude methanol extract (977 ppm). Chemical composition analysis using gas chromatography-mass spectrometry revealed that C. odorata primarily contained sesquiterpenes (24.14%). This study proposes C. odorata as a potential bio-insecticide for BPH combatants, necessitating further research on the formulation for eventual commercialization to sustainable BPH control in rice cultivation.

  • Abbott, W. S. (1925). A method of computing the effectiveness of an insecticide. Journal of Economic Entomology, 18(2), 265-267. https://doi.org/10.1093/jee/18.2.265a

  • Acero, L. H. (2014). Dried Siam weed (Chromolaena odorata) as rice weevils’ (Sitophilus oryza) eradicant. International Journal of Chemical Engineering and Applications, 5(5), 363-366. https://doi.org/10.7763/ijcea.2014.v5.410

  • Ahmed, M., Peiwen, Q., Gu, Z., Liu, Y., Sikandar, A., Hussain, D., Javeed, A., Shafi, J., Iqbal, M. F., An, R., Guo, H., Du, Y., Wang, W., Zhang, Y., & Ji, M. (2020). Insecticidal activity and biochemical composition of Citrullus colocynthis, Cannabis indica, and Artemisia argyi extracts against cabbage aphid (Brevicoryne brassicae L.). Scientific Reports, 10, 522. https://doi.org/10.1038/s41598-019-57092-5

  • Akinmoladun, A. C., Ibukun, E. O., & Dan-Ologe, I. A. (2007). Phytochemical constituents and properties of extracts from the leaves of Chromolaena odorata. Scientific Research and Essay, 2(6), 191–194.

  • Ali, E., Liao, X., Yang, P., Mao, K., Zhang, X., Shakeel, M., Salim, A. M. A., Wan, H., & Li, J. (2017). Sublethal effects of buprofezin on development and reproduction in the white-backed planthopper, Sogatella furcifera (Hemiptera: Delphacidae). Scientific Reports, 7, 16913. https://doi.org/10.1038/s41598-017-17190-8

  • Al-Mansoub, M. A., Asmawi, M. Z., & Murugaiyah, V. (2014). Effect of extraction solvents and plant parts used on the antihyperlipidemic and antioxidant effects of Garcinia atroviridis: A comparative study. Journal of the Science of Food and Agriculture, 94(8), 1552–1558. https://doi.org/10.1002/jsfa.6456

  • Appah, S., Jia, W., Ou, M., Wang, P., & Asante, E. A. (2020). Analysis of potential impaction and phytotoxicity of surfactant-plant surface interaction in pesticide application. Crop Protection, 127, 104961. https://doi.org/10.1016/j.cropro.2019.104961

  • Aswathanarayan, J. B., & Vittal, R. R. (2019). Nanoemulsions and their potential applications in the food industry. Frontiers in Sustainable Food Systems, 3, 95. https://doi.org/10.3389/fsufs.2019.00095

  • Awang, A. H. C. (2022, January 29). 1,000 petani di Yan kerugian akibat ‘bena perang’ [1,000 farmers in Yan lost due to brown planthopper]. Astro Awani. https://www.astroawani.com/berita-malaysia/1000-petani-di-yan-kerugian-akibat-bena-perang-344170

  • Azeem, A., Rizwan, M., Ahmad, F. J., Iqbal, Z., Khar, R. K., Aqil, M., & Talegaonkar, S. (2009). Nanoemulsion components screening and selection: A technical note. AAPS PharmSciTech, 10, 69–76. https://doi.org/10.1208/s12249-008-9178-x

  • Azwanida, N. N. (2015). A review on the extraction methods used in medicinal plants, principles, strengths, and limitations. Medicinal and Aromatic Plants, 4(3), 1000196. https://doi.org/10.4172/2167-0412.1000196

  • Balachiranjeevi, C. H., Prahalada, G. D., Mahender, A., Jamaloddin, Md., Sevilla, M. A. L., Marfori-Nazarea, C. M., Vinarao, R., Sushanto, U., Baehaki, S. E., Li, Z. K., & Ali, J. (2019). Identification of a novel locus, BPH38(t), conferring resistance to the brown planthopper (Nilaparvata lugens Stal.) using an early backcross population in rice (Oryza sativa L.). Euphytica, 215, 185. https://doi.org/10.1007/s10681-019-2506-2

  • Begashaw, B., Mishra, B., Tsegaw, A., & Shewamene, Z. (2017). Methanol leaves extract of Hibiscus micranthus Linn exhibited antibacterial and wound healing activities. BMC Complementary and Alternative Medicine, 17, 337. https://doi.org/10.1186/s12906-017-1841-x

  • Birkett, M. A., Abassi, S. A., Kröber, T., Chamberlain, K., Hooper, A. M., Guerin, P. M., Pettersson, J., Pickett, J. A., Slade, R., & Wadhams, L. J. (2008). Antiectoparasitic activity of the gum resin, gum haggar, from the East African plant, Commiphora holtziana. Phytochemistry, 69(8), 1710–1715. https://doi.org/10.1016/j.phytochem.2008.02.017

  • Bouda, H., Tapondjou, L. A., Fontem, D. A., & Gumedzoe, M. Y. D. (2001). Effect of essential oils from leaves of Ageratum conyzoides, Lantana camara, and Chromolaena odorata on the mortality of Sitophilus zeamais (Coleoptera, Curculionidae). Journal of Stored Products Research, 37(2), 103–109. https://doi.org/10.1016/S0022-474X(00)00011-4

  • Bruce, T. J. A., Birkett, M. A., Blande, J., Hooper, A. M., Martin, J. L., Khambay, B., Prosser, I., Smart, L. E., & Wadhams, L. J. (2005). Response of economically important aphids to components of Hemizygia petiolata essential oil. Pest Management Science, 61(11), 1115–1121. https://doi.org/10.1002/ps.1102

  • Chanana, G. D., & Sheth, B. B. (1995). Particle size reduction of emulsions by formulation design-II: Effect of oil and surfactant concentration. PDA Journal of Pharmaceutical Science and Technology, 49(2), 71-76.

  • Choupanian, M., Omar, D., Basri, M., & Asib, N. (2017). Preparation and characterization of neem oil nanoemulsion formulations against Sitophilus oryzae and Tribolium castaneum adults. Journal of Pesticide Science, 42(4), 158-165. https://doi.org/10.1584/jpestics.D17-032

  • Danaei, M., Dehghankhold, M., Ataei, S., Davarani, F. H., Javanmard, R., Dokhani, A., Khorasani, S., & Mozafari, M. R. (2018). Impact of particle size and polydispersity index on the clinical applications of lipidic nanocarrier systems. Pharmaceutics, 10(2), 57. https://doi.org/10.3390/pharmaceutics10020057

  • Duffus, J. H. (1993). Glossary for chemists of terms used in toxicology (IUPAC recommendations 1993). Pure and Applied Chemistry, 65(9), 2003-2122. https://doi.org/10.1351/pac199365092003

  • Ezena, G. N., Akotsen-Mensah, C., & Fening, K. O. (2016). Exploiting the insecticidal potential of the invasive Siam weed, Chromolaena odorata L. (Asteraceae) in the management of the major pests of cabbage and their natural enemies in southern Ghana. Advances in Crop Science and Technology, 4(4), 1000230. https://doi.org/10.4172/2329-8863.1000230

  • Foliadi, J., Hambali, E., & Fujita, H. (2018). Study on surfactant-solvent mixture formulation and its application on pesticide emulsion product. In IOP Conference Series: Earth and Environmental Science (Vol. 209, No. 1, p. 012037). IOP Publishing. https://doi.org/10.1088/1755-1315/209/1/012037

  • Food and Agriculture Organization of the United Nations and World Health Organization. (2010). Manual on development and use of FAO and WHO specifications for pesticides (1st ed.). FAO and WHO.

  • Fotsing, Y. S. F., Kezetas, J. J. B., Batiha, G. E.-S., Ali, I., & Ndjakou, B. L. (2021). Extraction of bioactive compounds from medicinal plants and herbs. In H. A. El-Shemy (Ed.), Natural medicinal plants. IntechOpen. https://doi.org/10.5772/intechopen.98602

  • Gade, S., Rajamanikyam, M., Vadlapudi, V., Nukala, K. M., Aluvala, R., Giddigari, C., Karanam, N. J., Barua, N. C., Pandey, R., Upadhyayula, V. S. V., Sripadi, P., Amanchy, R., & Upadhyayula, S. M. (2017). Acetylcholinesterase inhibitory activity of stigmasterol and hexacosanol is responsible for larvicidal and repellent properties of Chromolaena odorata. Biochimica et Biophysica Acta - General Subjects, 1861(3), 541–550. https://doi.org/10.1016/J.BBAGEN.2016.11.044

  • Garrood, W. T., Zimmer, C. T., Gorman, K. J., Nauen, R., Bass, C., & Davies, T. G. E. (2016). Field-evolved resistance to imidacloprid and ethiprole in populations of brown planthopper Nilaparvata lugens collected from across South and East Asia. Pest Management Science, 72(1), 140-149. https://doi.org/10.1002/ps.3980

  • Gbolade, A. A., & Adebayo, T. A. (1993). Fumigant effects of some volatile oils on fecundity and adult emergence of Callosobruchus maculatus F. International Journal of Tropical Insect Science, 14, 631–636. https://doi.org/10.1017/S174275840001804X

  • Han, F., Li, S., Yin, R., Liu, H., & Xu, L. (2008). Effect of surfactants on the formation and characterization of a new type of colloidal drug delivery system: Nanostructured lipid carriers. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 315(1-3), 210-216. https://doi.org/10.1016/j.colsurfa.2007.08.005

  • Hashim, R. (2021, January 19). 213.7 hektar sawah padi diserang bena perang [213.7 hectares of rice fields attacked by brown planthopper]. Sinar Harian. https://www.sinarharian.com.my/article/119880/EDISI/2137-hektar-sawah-padi-diserang-bena-perang

  • Hastings, J., Owen, G., Dekker, A., Ennis, M., Kale, N., Muthukrishnan, V., Turner, S., Swainston, N., Mendes, P., & Steinbeck, C. (2016). ChEBI in 2016: Improved services and an expanding collection of metabolites. Nucleic Acids Research, 44(D1), D1214–D1219. https://doi.org/10.1093/nar/gkv1031

  • Hazra, D. K., & Purkait, A. (2019). Role of pesticide formulations for sustainable crop protection and environment management: A review. Journal of Pharmacognosy and Phytochemistry, 8(2), 686–693.

  • Heong, K. L., Tan, K. H., Garcia, C. P. F., Liu, Z., & Lu, Z. (2013). Research methods in toxicology and insecticide resistance monitoring of rice planthoppers (2nd ed.). International Rice Research Institute. https://doi.org/10.13140/2.1.4699.5527

  • Huang, Z.-R., Lin, Y.-K., & Fang, J.-Y. (2009). Biological and pharmacological activities of squalene and related compounds: Potential uses in cosmetic dermatology. Molecules, 14(1), 540–554. https://doi.org/10.3390/molecules14010540

  • Ileke, K. D., & Olabimi, I. O. (2019). Insecticidal activities of Chromolaena odorata and Vernonia amygdalina leaf extracts against Anopheles gambiae (Diptera: Culicidae). International Journal of Tropical Diseases, 2(1), 018. https://doi.org/10.23937/IJTD-2017/1710018

  • Ingrid, D. T., Akwanjoh, S. R., & Yacouba, M. (2020). Insecticidal activity of Ageratum conyzoides (Asteraceae) aqueous extracts against the grasshopper Zonocerus variegatus (Orthoptera: Pyrgomorphidae). Journal of Agriculture and Ecology Research International, 21(8), 29-36. https://doi.org/10.9734/jaeri/2020/v21i830159

  • Jasnie, F. H. (2009). Biological activities and chemical constituents of Chromolaena odorata (L.) King & Robinson [Unpublished Master’s thesis]. Universiti Malaya.

  • Jena, K. K., & Kim, S.-M. (2010). Current status of brown planthopper (BPH) resistance and genetics. Rice, 3, 161-171. https://doi.org/10.1007/s12284-010-9050-y

  • Joshi, R. K. (2013). Chemical composition of the essential oil of Chromolaena odorata (L.) R. M. King & H. Rob. roots from India. Journal of Chemistry, 2013, 195057. https://doi.org/10.1155/2013/195057

  • Kadu, P. J., Kushare, S. S., Thacker, D. D., & Gattani, S. G. (2011). Enhancement of oral bioavailability of atorvastatin calcium by self-emulsifying drug delivery systems (SEDDS). Pharmaceutical Development and Technology, 16(1), 65-74. https://doi.org/10.3109/10837450903499333

  • Khan, S., Taning, C. N. T., Bonneure, E., Mangelinckx, S., Smagghe, G., & Shah, M. M. (2017). Insecticidal activity of plant-derived extracts against different economically important pest insects. Phytoparasitica, 45, 113–124. https://doi.org/10.1007/s12600-017-0569-y

  • Khazanah Research Institute. (2019). The status of the paddy and rice industry in Malaysia. Khazanah Research Institute. https://www.krinstitute.org/assets/contentMS/img/template/editor/20190409_RiceReport_Full%20Report_Final.pdf

  • Khoa, D. B., Thang, B. X., Liem, N. V., Holst, N., & Kristensen, M. (2018). Variation in susceptibility of eight insecticides in the brown planthopper Nilaparvata lugens in three regions of Vietnam 2015-2017. PLOS One, 13(10), e0204962. https://doi.org/10.1371/journal.pone.0204962

  • Kiran, S. R., & Devi, P. S. (2007). Evaluation of mosquitocidal activity of essential oil and sesquiterpenes from leaves of Chloroxylon swietenia DC. Parasitology Research, 101, 413–418. https://doi.org/10.1007/s00436-007-0485-z

  • Kumar, M. S., Rana, D., Rani, B. J., & Agale, S. (2017). Insecticidal activity of different Ocimum L. spp. extracts against brown planthopper, Nilaparvata lugens, (Stal.) (Delphacidae: Homoptera). Journal of Entomology and Zoology Studies, 5(6), 2343-23348.

  • Kumar, N., Kumar, R., Shakil, N. A., Sarkar, D. J., & Chander, S. (2019). Evaluation of fipronil nanoformulations for effective management of brown plant hopper (Nilaparvata lugens) in rice. International Journal of Pest Management, 65(1), 86–93. https://doi.org/10.1080/09670874.2018.1468046

  • Langenheim, J. H. (1994). Higher plant terpenoids: A phytocentric overview of their ecological roles. Journal of Chemical Ecology, 20, 1223–1280. https://doi.org/10.1007/BF02059809

  • Lawal, O. A., Opoku, A. R., & Ogunwande, I. A. (2014). Phytoconstituents and insecticidal activity of different solvent leaf extracts of Chromolaena odorata L., against Sitophilus zeamais (Coleoptera: Curculionidae). European Journal of Medicinal Plants, 5(3), 237-247. https://doi.org/10.9734/EJMP/2015/6739

  • Lu, G. W., & Gao, P. (2010). Emulsions and microemulsions for topical and transdermal drug delivery. In V. S. Kulkarni (Ed.), Handbook of non-invasive drug delivery systems: Non-invasive and minimally-invasive drug delivery systems for pharmaceutical and personal care products (pp. 59-94). William Andrew. https://doi.org/10.1016/B978-0-8155-2025-2.10003-4

  • Mahdi, E. S., Sakeena, M., Abdulkarim, M., Abdullah, G., Abdul Sattar, M. Z., & Noor, A. M. (2011). Effect of surfactant and surfactant blends on pseudoternary phase diagram behavior of newly synthesized palm kernel oil esters. Drug Design, Development and Therapy, 5, 311–323. https://doi.org/10.2147/DDDT.S15698

  • Mansor, W. M. N. H. W. (2022, January 19). Petani berputih mata padi diserang bena perang [Farmers are dismayed by the infestation of their rice fields by brown planthoppers]. Sinar Harian. https://www.sinarharian.com.my/article/183708/edisi/petani-berputih-mata-padi-diserang-bena-perang

  • Marzuki, N. H. C., Wahab, R. A., & Hamid, M. A. (2019). An overview of nanoemulsion: Concepts of development and cosmeceutical applications. Biotechnology and Biotechnological Equipment, 33(1), 779–797. https://doi.org/10.1080/13102818.2019.1620124

  • Masarudin, M. J., Cutts, S. M., Evison, B. J., Phillips, D. R., & Pigram, P. J. (2015). Factors determining the stability, size distribution, and cellular accumulation of small, monodisperse chitosan nanoparticles as candidate vectors for anticancer drug delivery: Application to the passive encapsulation of [14C]-doxorubicin. Nanotechnology, Science and Applications, 8, 67–80.

  • Matsumura, M., & Sanada-Morimura, S. (2010). Recent status of insecticide resistance in Asian rice planthoppers. Japan Agricultural Research Quarterly, 44(3), 225–230. https://doi.org/10.6090/jarq.44.225

  • Matur, B. M., & Davou, B. J. (2007). Comparative larvicidal property of leaf extract of Chromolaena odorata L. (Compositae) and chlorpyrifos (organophosphorus compound) on Simulium larvae. Biomed Environmental Science, 4, 313–316.

  • Motwani, S. K., Khar, R. K., Ahmad, F. J., & Chopra, S. (2006). Effect of solvent quality on determination of particle size and polydispersity of nanoparticles. Journal of Experimental Nanoscience, 1(3), 307-316. https://doi.org/10.1080/17458080600960002

  • Mudalige, T., Qu, H., Haute, D. V., Ansar, S. M., Paredes, A., & Ingle, T. (2019). Characterization of nanomaterials: Tools and challenges. In A. L. Rubio, M. J. F. Rovira, M. M. Sanz, & L. G. Gómez-Mascaraque (Eds.), Nanomaterials for food applications (pp. 313-353). Elsevier. https://doi.org/10.1016/B978-0-12-814130-4.00011-7

  • National Pesticide Information Center. (n.d.). Pesticide formulations: Topic fact sheet. http://npic.orst.edu/factsheets/formulations.html

  • Nauen, R. (n.d.). Activities of the Insecticide Resistance Action Committee (IRAC): A brief introduction. https://irac-online.org/content/uploads/IRAC_Overview_ICE_2012.pdf

  • Nobbmann, U. (2017). Polydispersity - What does it mean for DLS and chromatography? Malvern Panalytical. https://www.materials-talks.com/polydispersity-what-does-it-mean-for-dls-and-chromatography/#header

  • Nuryanti, S. S. P., Martono, E., Ratna, E. S., & Dadang. (2018). The bioactivities of selected Piperaceae and Asteraceae plant extracts against brown plant hopper (Nilaparvata lugens Stål.). Journal of the International Society for Southeast Asian Agricultural Sciences, 24(2), 70-78.

  • Pauzi, S. S. A. (2021, January 21). Bena perang serang 79 hektar sawah padi [Brown planthopper attacks 79 hectares of rice fields]. Harian Metro. https://www.hmetro.com.my/mutakhir/2021/01/666537/bena-perang-serang-79-hektar-sawah-padi-metrotv

  • Prajapati, R., Roy., S., Mishra, S., Raza, S. K., & Thakur, L. K. (2014). Formulation development, standardization, and antimicrobial activity of Ageratum conyzoides extracts and their formulation. International Journal of Pharmacy and Pharmaceutical Sciences, 6(Suppl. 2), 369–374.

  • Pratap, A. P., & Bhowmick, D. N. (2008). Pesticides as microemulsion formulations. Journal of Dispersion Science and Technology, 29(9), 1325–1330. https://doi.org/10.1080/01932690701866815

  • Pulce, C., & Descotes, J. (1996). Household products. In J. Descotes (Ed.), Human toxicology (pp. 683–702). Elsevier Science. https://doi.org/10.1016/b978-044481557-6/50030-7

  • Saha, M., & Bandyopadhyay, P. K. (2020). In vivo and in vitro antimicrobial activity of phytol, a diterpene molecule, isolated and characterized from Adhatoda vasica Nees. (Acanthaceae), to control severe bacterial disease of ornamental fish, Carassius auratus, caused by Bacillus licheniformis PKBMS16. Microbial Pathogenesis, 141, 103977. https://doi.org/10.1016/j.micpath.2020.103977

  • Said-Al Ahl, H. A. H., Hikal, W. M., & Tkachenko, K. G. (2017). Essential oils with potential as insecticidal agents: A review. International Journal of Environmental Planning and Management, 3(4), 23–33.

  • Saxena, R. C., & Khan, Z. R. (1985). Effect of neem oil on survival of Nilaparvata lugens (Homoptera: Delphacidae) and on grassy stunt and ragged stunt virus transmission. Journal of Economic Entomology, 78(3), 647–651.

  • Senthilkumar, S., Devaki, T., Manohar, B. M., & Babu, M. S. (2006). Effect of squalene on cyclophosphamide-induced toxicity. Clinica Chimica Acta, 364(1–2), 335–342. https://doi.org/10.1016/j.cca.2005.07.032

  • Senthil-Nathan, S., Choi, M. Y., Paik, C. H., Seo, H. Y., Kim, J. D., & Kang, S. M. (2007). The toxic effects of neem extract and azadirachtin on the brown planthopper, Nilaparvata lugens (Stål) (BPH) (Homoptera: Delphacidae). Chemosphere, 67(1), 80–88. https://doi.org/10.1016/j.chemosphere.2006.09.045

  • Senthil-Nathan, S., Choi, M.-Y., Paik, C.-H., Seo, H.-Y., & Kalaivani, K. (2009). Toxicity and physiological effects of neem pesticides applied to rice on the Nilaparvata lugens Stål, the brown planthopper. Ecotoxicology and Environmental Safety, 72(6), 1707–1713. https://doi.org/10.1016/j.ecoenv.2009.04.024

  • Shnoudeh, A. J., Hamad, I., Abdo, R. W., Qadumii, L., Jaber, A. Y., Surchi, H. S., Alkelany, S. Z. (2019). Synthesis, characterization, and applications of metal nanoparticles. In R. K. Tekade (Ed.). Biomaterials and bionanotechnology (pp. 527-612). Academic Press. https://doi.org/10.1016/B978-0-12-814427-5.00015-9

  • Sis, H., & Birinci, M. (2009). Effect of nonionic and ionic surfactants on zeta potential and dispersion properties of carbon black powders. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 341(1-3), 60–67. https://doi.org/10.1016/j.colsurfa.2009.03.039

  • Sneddon, J., Masuram, S., & Richert, J. C. (2007). Gas chromatography‐mass spectrometry - Basic principles, instrumentation, and selected applications for detection of organic compounds. Analytical Letters, 40(6), 1003-1012. https://doi.org/10.1080/00032710701300648

  • Stevenson, P. C., Arnold, S. E. J., & Belmain, S. R. (2014). Pesticidal plants for stored product pests on small-holder farms in Africa. In D. Singh (Ed.). Advances in plant biopesticides (pp. 149-172). Springer. https://doi.org/10.1007/978-81-322-2006-0_9

  • Tambellini, N. P., Zaremberg, V., Turner, R. J., & Weljie, A. M. (2013). Evaluation of extraction protocols for simultaneous polar and non-polar yeast metabolite analysis using multivariate projection methods. Metabolites, 3(3), 592–605. https://doi.org/10.3390/metabo3030592

  • Tiwari, P., Kumar, B., Kaur, M., Kaur, G., & Kaur, H. (2011). Phytochemical screening and extraction: A review. Internationale Pharmaceutica Sciencia, 1(1), 98-106.

  • Udebuani, A. C., Abara, P. C., Obasi, K. O., & Okuh, S. U. (2015). Studies on the insecticidal properties of Chromolaena odorata (Asteraceae) against adult stage of Periplaneta americana. Journal of Entomology and Zoology Studies, 3(1), 318–321.

  • Uma, M. S., & Kumar, A. R. V. (2009). Laboratory evaluation of some botanicals against diamond back moth, Plutella xylostella L. (Lepidoptera: Plutellidae). Pest Management in Horticultural Ecosystems, 15(1), 41–47.

  • Wang, Z., Wang, X., Cang, T., Zhao, X., Wu, S., Qi, P., Wang, X., Xu, X., & Wang Q. (2018). Positive effects of an oil adjuvant on efficacy, dissipation, and safety of pyrimethanil and boscalid on greenhouse strawberry. Ecotoxicology and Environmental Safety, 160, 127-133. https://doi.org/10.1016/j.ecoenv.2018.04.064

  • Yusoff, S. F., Haron, F. F., Asib, N., Mohamed, M. T. M., & Ismail, S. I. (2021). Development of Vernonia amygdalina leaf extract emulsion formulations in controlling gray mold disease on tomato (Lycopersicon esculentum Mill.). Agronomy, 11(2), 373. https://doi.org/10.3390/agronomy11020373

  • Zhang, Q.-W., Lin, L.-G., & Ye, W.-C. (2018). Techniques for extraction and isolation of natural products: A comprehensive review. Chinese Medicine, 13, 20. https://doi.org/10.1186/s13020-018-0177-x

  • Zheng, H., Mao, L., Yang, J., Zhang, C., Miao, S., & Gao, Y. (2020). Effect of oil content and emulsifier type on the properties and antioxidant activity of sea buckthorn oil-in-water emulsions. Journal of Food Quality, 2020, 1540925. https://doi.org/10.1155/2020/1540925