Aloha Organic · Research reading

Modeling where CRB could live.

An Aloha Organic research reading guide · Pacific invasion & IPM.

2022 · Pacific invasion & IPM

Global potential distribution of Oryctes rhinoceros, as predicted by Boosted Regression Tree model

Mengmeng Hao, Owusu Fordjour Aidoo, Yushu Qian, Di Wang, Fangyu Ding, Tian Ma, Elizabeth Tettey, Kodwo Dadzie Ninsin, Angelina Fathia Osabutey, Christian Borgemeister

CRB research

What the paper covers

Combines occurrence records, bioclimatic variables and elevation in a boosted regression tree model to estimate potential CRB habitat. It compares present suitability with two climate scenarios for 2030, 2050 and 2080, providing a basis for discussing surveillance priorities.

Read it in context

Modeled suitability is not observed presence or a forecast of arrival. This global study is not a Hawaii-specific horizon scan, a land-use-change analysis, or a formal mainland US pest-risk assessment.

The original publication

Publication details and scope verified against the original publication. Full text remains at the source where local redistribution is not confirmed.

Read the original paper
Sources & reading notes

Reviewed October 22, 2026. Aloha Organic summaries draw on the sources below.