A bioclimate-based maximum entropy model for Comperiella calauanica barrion, Almarinez and Amalin (Hymenoptera: Encyrtidae) in the Philippines

Comperiella calauanica is a host-specific endoparasitoid and effective biological control agent of the diaspidid Aspidiotus rigidus, whose outbreak from 2010 to 2015 severely threatened the coconut industry in the Philippines. Using the maximum entropy (Maxent) algorithm, we developed a species dist...

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Main Authors: Almarinez, Billy Joel M., Fadri, Mary Jane A., Lasina, Richard, Tavera, Mary Angelique A., Carvajal, Thaddeus M., Watanabe, Kozo, Legaspi, Jesusa C., Amalin, Divina M.
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Published: Animo Repository 2021
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Online Access:https://animorepository.dlsu.edu.ph/faculty_research/11246
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Institution: De La Salle University
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spelling oai:animorepository.dlsu.edu.ph:faculty_research-102792023-11-08T02:16:02Z A bioclimate-based maximum entropy model for Comperiella calauanica barrion, Almarinez and Amalin (Hymenoptera: Encyrtidae) in the Philippines Almarinez, Billy Joel M. Fadri, Mary Jane A. Lasina, Richard Tavera, Mary Angelique A. Carvajal, Thaddeus M. Watanabe, Kozo Legaspi, Jesusa C. Amalin, Divina M. Comperiella calauanica is a host-specific endoparasitoid and effective biological control agent of the diaspidid Aspidiotus rigidus, whose outbreak from 2010 to 2015 severely threatened the coconut industry in the Philippines. Using the maximum entropy (Maxent) algorithm, we developed a species distribution model (SDM) for C. calauanica based on 19 bioclimatic variables, using occurrence data obtained mostly from field surveys conducted in A. rigidus-infested areas in Luzon Island from 2014 to 2016. The calculated the area under the ROC curve (AUC) values for the model were very high (0.966, standard deviation = 0.005), indicating the model’s high predictive power. Precipitation seasonality was found to have the highest relative contribution to model development. Response curves produced by Maxent suggested the positive influence of mean temperature of the driest quarter, and negative influence of precipitation of the driest and coldest quarters on habitat suitability. Given that C. calauanica has been found to always occur with A. rigidus in Luzon Island due to high host-specificity, the SDM for the parasitoid may also be considered and used as a predictive model for its host. This was confirmed through field surveys conducted between late 2016 and early 2018, which found and confirmed the occurrence of A. rigidus in three areas predicted by the SDM to have moderate to high habitat suitability or probability of occurrence of C. calauanica: Zamboanga City in Mindanao; Isabela City in Basilan Island; and Tablas Island in Romblon. This validation in the field demonstrated the utility of the bioclimate-based SDM for C. calauanica in predicting habitat suitability or probability of occurrence of A. rigidus in the Philippines. 2021-01-01T08:00:00Z text https://animorepository.dlsu.edu.ph/faculty_research/11246 info:doi/10.3390/insects12010026 Faculty Research Work Animo Repository Encyrtidae—Philippines Coconut—Diseases and pests—Philippines Biology
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
topic Encyrtidae—Philippines
Coconut—Diseases and pests—Philippines
Biology
spellingShingle Encyrtidae—Philippines
Coconut—Diseases and pests—Philippines
Biology
Almarinez, Billy Joel M.
Fadri, Mary Jane A.
Lasina, Richard
Tavera, Mary Angelique A.
Carvajal, Thaddeus M.
Watanabe, Kozo
Legaspi, Jesusa C.
Amalin, Divina M.
A bioclimate-based maximum entropy model for Comperiella calauanica barrion, Almarinez and Amalin (Hymenoptera: Encyrtidae) in the Philippines
description Comperiella calauanica is a host-specific endoparasitoid and effective biological control agent of the diaspidid Aspidiotus rigidus, whose outbreak from 2010 to 2015 severely threatened the coconut industry in the Philippines. Using the maximum entropy (Maxent) algorithm, we developed a species distribution model (SDM) for C. calauanica based on 19 bioclimatic variables, using occurrence data obtained mostly from field surveys conducted in A. rigidus-infested areas in Luzon Island from 2014 to 2016. The calculated the area under the ROC curve (AUC) values for the model were very high (0.966, standard deviation = 0.005), indicating the model’s high predictive power. Precipitation seasonality was found to have the highest relative contribution to model development. Response curves produced by Maxent suggested the positive influence of mean temperature of the driest quarter, and negative influence of precipitation of the driest and coldest quarters on habitat suitability. Given that C. calauanica has been found to always occur with A. rigidus in Luzon Island due to high host-specificity, the SDM for the parasitoid may also be considered and used as a predictive model for its host. This was confirmed through field surveys conducted between late 2016 and early 2018, which found and confirmed the occurrence of A. rigidus in three areas predicted by the SDM to have moderate to high habitat suitability or probability of occurrence of C. calauanica: Zamboanga City in Mindanao; Isabela City in Basilan Island; and Tablas Island in Romblon. This validation in the field demonstrated the utility of the bioclimate-based SDM for C. calauanica in predicting habitat suitability or probability of occurrence of A. rigidus in the Philippines.
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author Almarinez, Billy Joel M.
Fadri, Mary Jane A.
Lasina, Richard
Tavera, Mary Angelique A.
Carvajal, Thaddeus M.
Watanabe, Kozo
Legaspi, Jesusa C.
Amalin, Divina M.
author_facet Almarinez, Billy Joel M.
Fadri, Mary Jane A.
Lasina, Richard
Tavera, Mary Angelique A.
Carvajal, Thaddeus M.
Watanabe, Kozo
Legaspi, Jesusa C.
Amalin, Divina M.
author_sort Almarinez, Billy Joel M.
title A bioclimate-based maximum entropy model for Comperiella calauanica barrion, Almarinez and Amalin (Hymenoptera: Encyrtidae) in the Philippines
title_short A bioclimate-based maximum entropy model for Comperiella calauanica barrion, Almarinez and Amalin (Hymenoptera: Encyrtidae) in the Philippines
title_full A bioclimate-based maximum entropy model for Comperiella calauanica barrion, Almarinez and Amalin (Hymenoptera: Encyrtidae) in the Philippines
title_fullStr A bioclimate-based maximum entropy model for Comperiella calauanica barrion, Almarinez and Amalin (Hymenoptera: Encyrtidae) in the Philippines
title_full_unstemmed A bioclimate-based maximum entropy model for Comperiella calauanica barrion, Almarinez and Amalin (Hymenoptera: Encyrtidae) in the Philippines
title_sort bioclimate-based maximum entropy model for comperiella calauanica barrion, almarinez and amalin (hymenoptera: encyrtidae) in the philippines
publisher Animo Repository
publishDate 2021
url https://animorepository.dlsu.edu.ph/faculty_research/11246
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