2020
DOI: 10.3390/f11060684
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Predicting the Potential Global Geographical Distribution of Two Icerya Species under Climate Change

Abstract: Climate change is predicted to alter the geographic distribution of a wide variety of taxa, including insects. Icerya aegyptiaca (Douglas) and I. purchasi Maskell are two polyphagous and invasive pests in the genus Icerya Signoret (Hemiptera: Monophlebidae) and cause serious damage to many landscape and economic trees. However, the global habitats suitable for these two Icerya species are unclear. The purpose of this study is to determine the potentially suitable habitats of these two species, then to provide … Show more

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Cited by 46 publications
(48 citation statements)
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“…Dalam eksperimen ini, kami menggunakan Receiver Operating Characteristics (ROC) dan areanya (dinotasikan sebagai Area Under Operating Characteristics atau AUC) sebagai evaluasi sederhana mengenai bagaimana performa setiap algoritma ML mengklasifikasi per kelas perawatan ringan dan berat [28]. AUC juga digunakan sebagai alternatif dari metode evaluasi umum Confusion Matrix.…”
Section: Receiver Operating Characteristicsunclassified
See 1 more Smart Citation
“…Dalam eksperimen ini, kami menggunakan Receiver Operating Characteristics (ROC) dan areanya (dinotasikan sebagai Area Under Operating Characteristics atau AUC) sebagai evaluasi sederhana mengenai bagaimana performa setiap algoritma ML mengklasifikasi per kelas perawatan ringan dan berat [28]. AUC juga digunakan sebagai alternatif dari metode evaluasi umum Confusion Matrix.…”
Section: Receiver Operating Characteristicsunclassified
“…7. Ilustrasi ROC-AUC [28] ROC seringkali dipasangkan dengan AUC. Kurva AUC-ROC merupakan pengukuran performa untuk masalah klasifikasi pada berbagai pengaturan threshold.…”
Section: Receiver Operating Characteristicsunclassified
“…Maximum entropy theory is one such model and predicts species’ potential distribution area using occurrence points and environmental variables [ 30 , 31 , 32 , 33 ]. And the maximum entropy model has been applied in various studies predicting habitat suitability for plants, animals, and fungi [ 34 , 35 , 36 , 37 ], especially in invasion biology studies. The maximum entropy model is highly advantageous above other models due to its faster operational capability, simplicity of operation, stable calculation results, and high accuracy [ 38 ].…”
Section: Introductionmentioning
confidence: 99%
“…This species is a highly polyphagous pest, feeding on urban ornamental plants (e.g. Magnolia), agricultural crops such as Ficus and Citrus (Singh and Kaur 2015;Liu and Shi 2020), and plants of conservation importance (e.g. Galapagos endemics threatened by the introduction of Icerya, Hoddle et al 2013).…”
Section: Introductionmentioning
confidence: 99%
“…I. purchasi spread from its native range in Australia over a century ago and it is now globally distributed. Climate models predict changing environmental conditions will permit further geographic expansion in the future (Liu and Shi 2020).…”
Section: Introductionmentioning
confidence: 99%