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Modeling suitable habitats of stingless bee klanceng (Tetragonula laeviceps) in Merbabu Mountain areas related to elevation, temperature, and humidity variables

Jurnal Penelitian Kehutanan Wallacea · Vol. 13 No. 2 (2024) · pp. 67–74

DOI
10.24259/jpkwallacea.v13i2.36342
ISSN
2407-7860, 2302-299X
Published
2024-12-05
Publisher
Foresty Faculty of Hasanuddin University
Language
en

Abstract

Klanceng is one of the stingless bee species in Indonesia with the scientific name Tetragonula laeviceps. This bee species has sustainable economic values since it has a role as a pollinator. This species is also common in mountainous areas, including Merbabu Mountain, Central Java. Despite this bee being very common, information about potential distributions of this bee is very limited, and this information is needed for its management. This study aimed to model the potential habitat for T. laeviceps using species distribution modeling (SDM) with elevation, temperature, and humidity as predictors. The model was built based on the T. laeviceps occurrence points gained through field surveys, with a total of 23 sampling points. According to the model, most of the west parts of Merbabu Mountain were considered not suitable for T. laeviceps. This suitability is also similar to the north and south parts. This condition is in contrast to the areas that bordered with the Merbabu Mountain directly. Most areas adjacent to the Merbabu Mountain were having high and very high suitability for T. laeviceps. Regarding altitudinal distribution, T. laeviceps was limited at elevations of 1000 m.

Keywords

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12 authors · 24 co-authorship links

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Co-authorOrganisationJoint articles
La Ode Ali Imran AhmadAffiliation unknown1
Amrin FarzanAffiliation unknown1
Gabriella Ria KiranaAffiliation unknown1
Erwin NurdinAffiliation unknown1
Wisnu WardhanaAffiliation unknown1
Adi BasukriadiAffiliation unknown1
Fadjri MaarifAffiliation unknown1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://journal.unhas.ac.id/index.php/wallacea/oai, first harvested 2 Nov 2026, last seen 2 Nov 2026.
Original metadata (oai_dc) 
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	<dc:title xml:lang="en">Modeling suitable habitats of stingless bee klanceng (Tetragonula laeviceps) in Merbabu Mountain areas related to elevation, temperature, and humidity variables </dc:title>
	<dc:creator xml:lang="en">Atmaja, Cornelius Devito</dc:creator>
	<dc:creator xml:lang="en">Sukirno, Sukirno</dc:creator>
	<dc:creator xml:lang="en">Purwanto, Hari</dc:creator>
	<dc:creator xml:lang="en">Andriwibowo, Andriwibowo</dc:creator>
	<dc:creator xml:lang="en">Prabowo, Hanindyo Adi</dc:creator>
	<dc:subject xml:lang="en">bee</dc:subject>
	<dc:subject xml:lang="en">elevation</dc:subject>
	<dc:subject xml:lang="en">humidity</dc:subject>
	<dc:subject xml:lang="en">SDM</dc:subject>
	<dc:subject xml:lang="en">temperature</dc:subject>
	<dc:description xml:lang="en">Klanceng is one of the stingless bee species in Indonesia with the scientific name Tetragonula laeviceps. This bee species has sustainable economic values since it has a role as a pollinator. This species is also common in mountainous areas, including Merbabu Mountain, Central Java. Despite this bee being very common, information about potential distributions of this bee is very limited, and this information is needed for its management. This study aimed to model the potential habitat for T. laeviceps using species distribution modeling (SDM) with elevation, temperature, and humidity as predictors. The model was built based on the T. laeviceps occurrence points gained through field surveys, with a total of 23 sampling points. According to the model, most of the west parts of Merbabu Mountain were considered not suitable for T. laeviceps. This suitability is also similar to the north and south parts. This condition is in contrast to the areas that bordered with the Merbabu Mountain directly. Most areas adjacent to the Merbabu Mountain were having high and very high suitability for T. laeviceps. Regarding altitudinal distribution, T. laeviceps was limited at elevations of 1000 m.</dc:description>
	<dc:publisher xml:lang="en">Foresty Faculty of Hasanuddin University</dc:publisher>
	<dc:date>2024-12-05</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://journal.unhas.ac.id/index.php/wallacea/article/view/36342</dc:identifier>
	<dc:identifier>10.24259/jpkwallacea.v13i2.36342</dc:identifier>
	<dc:source xml:lang="en">Jurnal Penelitian Kehutanan Wallacea; Vol. 13 No. 2 (2024); 67-74</dc:source>
	<dc:source>2407-7860</dc:source>
	<dc:source>2302-299X</dc:source>
	<dc:language>en</dc:language>
	<dc:relation>https://journal.unhas.ac.id/index.php/wallacea/article/view/36342/12228</dc:relation>
	<dc:coverage xml:lang="en">Merbabu Mountain, Central Java</dc:coverage>
	<dc:rights xml:lang="en">Copyright (c) 2024 Jurnal Penelitian Kehutanan Wallacea</dc:rights>
</oai_dc:dc>