* Corresponding Author
Habitat suitability modelling of Rhacophorus reinwardtii (Schlegel, 1840) in Java, with notes on habitat characteristics from Malang, East Java
https://doi.org/10.22146/jtbb.84459 Nia Kurniawan(1*), Muhammad Fathoni(2), Miftah Farid Assiddiqy(3), Luhur Septiadi(4), Muhammad Asyraf Rijalullah(5)
(1) Department of Biology, Faculty of Mathematic and Natural Sciences, Universitas Brawijaya, Malang, Indonesia
(2) Department of Biology, Faculty of Mathematic and Natural Sciences, Universitas Brawijaya, Malang, Indonesia
(3) Department of Biology, Faculty of Mathematic and Natural Sciences, Universitas Brawijaya, Malang, Indonesia
(4) Wildlife Conservation Society – Indonesia Program, Indonesia
(5) Department of Biology, Faculty of Mathematic and Natural Sciences, Universitas Brawijaya, Malang, Indonesia
(*) Corresponding Author
Abstract
The distribution of the Reinwardt's Gliding Frog, Rhacophorus reinwardtii (Schlegel, 1840), was recently thought to be restricted in Java. Furthermore, the constant and rapid deforestation in Java highlight the significance of the frog's habitat requirements in establishing the accurate species' conservation status. This study aims to predict the suitable habitat for this species in Java and to identify the habitat characteristics in Malang Region-East Java. Using the Maximum Entropy (MaxEnt) approach, we modelled the distribution of species and examined numerous types of breeding sites in Malang Region. Our findings revealed that the species inhabits a much more restricted and fragmented habitat in Java, where it inhabits both forest and agroforestry areas.
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Amrullah, R.A.Y. 2019. Deskripsi Serangga Dari Habitat Dua Spesies Katak Pohon Simpatrik Rhacophorus di Kawasan Ranca Upas Ciwidey, Jawa Barat. Universitas Pendidikan Indonesia.
Araújo, M.B. et al., 2005. Validation of species–climate impact models under climate change. Global Change Biology, 11, pp.1504–1513. doi: 10.1111/j.1365-2486.2005.01000.x
BIG., 2012. Atlas Bentang lahan Pulau Jawa, Penerbit BIG
Bivand, R., Keitt, T. & Rowlingson, B., 2022. rgdal: Bindings for the ’geospatial’ data abstraction library, in R package version 3.6-3, viewed 9 August 2022, from https://CRAN.R-project. org/package=raster
Bivand R. & Rundel, C., 2022. rgeos: Interface to geometry engine open source (GEOS), in R package version 0.5-9, viewed 9 August 2022, from https://CRAN.R-project.org/package=rgeos
BPS (Badan Pusat Statistik), 2016. Statistical surveys of the Indonesian government, viewed 8 August 2021, from www.bps.go.id.
BPS (Badan Pusat Statistik), 2018. Hasil survei pertanian antar sensus (SUTAS) 2018, viewed 9 November 2021, from https://www.bps.go.id/id/publication/2019/01/02 c7cb1c0a1db444e2cc726708/hasil-survei-pertanian-antar-sensus--sutas--2018.html
BPS (Badan Pusat Statistik), 2020. Angka deforestasi netto Indonesia di dalam dan di luar kawasan hutan tahun 2013-2019 (Ha/Th), viewed 23 October 2021, from https://www.bps.go.id/id/statistics-table/1/MjA4MSMx/angka-deforestasi-netto-indonesia-di-dalam-dan-di-luar-kawasan-hutan-tahun-2013-2022-ha-th-.html
Brongersma, L.D., 1942. On two Rhacophorus species mentioned by Kuhl & van Hasselt. Archives Néerlandaises de Zoologie, 6, pp.341–346.
Chan, K.O. & Grismer, L.L., 2010. Re-assessment of the Reinwardt’s Gliding Frog, Rhacophorus reinwardtii (Schlegel 1840) (Anura: Rhacophoridae) in southern Thailand and peninsular Malaysia and its re-description as a new species. Zootaxa, 2505, pp.40–50. doi: 10.11646/zootaxa.2505.1.2
Channing, A., 1989. A re-evaluation of the phylogeny of Old World treefrogs. South African Journal of Zoology, 24, pp.116–131. doi: 10.1080/02541858.1989.11448143
Christie, J.W., 2007. A World of Water: Water and Rice in Early Java and Bali. Brill. Leiden
Deslina, N. et al., 2021. Perbandingan keanekaragaman jenis amfibi pada jalur Cikaweni dan Rasamala di PPKA Bodogol, Taman Nasional Gunung Gede Pangrango. Proceeding Biology Education, 4, pp.12–20. doi: 10.21009/pbe.4-1.2
Dubois, A., 1987. Miscellanea taxinomica batrachologica (I). Alytes, “1986”, 5(1-2), pp.7–95.
Dubois, A., 1989. Hyla reinwardtii Schlegel, 1840(?) (Amphibia, Anura): proposed conservation. Alytes, “1988”, 7, pp.101–104.
Fick, S.E. & Hijmans, R.J., 2017. WorldClim 2: new 1km spatial resolution climate surfaces for global land areas. International Journal of Climatology, 37 (12), pp.4302-4315.
Firman, T., 2017. The urbanisation of Java, 2000–2010: towards ‘the island of mega urban regions. Asian Population Study,13, pp.50–66. doi:10.1080/17441730.2016.1247587
Frost, D.R., 2021. Amphibian species of the world: an online reference. Version 6.1. Accessed on https://amphibiansoftheworld.amnh.org/index.php.
Galunder, K. & Rodder, D., 2018. Developmental ecology and larval staging in Polypedates otilophus (Boulenger, 1893) (Anura: Rhacophoridae). Bonn zoological Bulletin, 67(2), pp.117-128
Global Forest Watch, 2021. World Resources Institute, viewed 1 August 2021, from https://www.globalforestwatch.org/map
Hansen, M.C. et al., 2013. High-resolution global maps of 21st-century forest cover change. Science, 342, pp.850–53. doi: 10.1126/science.1244693
Heatwole, H., 2013. Worldwide decline and extinction of amphibians. In The Balance of Nature and Human Impact. Cambridge University Press, Cambridge, pp.259–278. doi: 10.1017/CBO9781139095075.025
Heyer, W.R, Donelly, M.A. & McDiarmid, R.W., 1994. Measuring and Monitoring Biological Diversity: Standard Methods for Amphibians, Washington: Smithsonian Press.
Hijmans, R.J., 2022. terra: Spatial Data Analysis, in R package version 1.6-7, viewed 9 August 2021, from https://CRAN.R-project.org/package=terra.
Hijmans, R.J., 2022. Raster: Geographic data analysis and modeling, in R package version 3.6-3, viewed 9 August 2022, from https://CRAN.R-project.org/package=raster
Hu, J & Jiang, J., 2018. Inferring ecological explanations for biogeographic boundaries of parapatric Asian mountain frogs. BMC Ecol., 18(3), pp.1-11. doi: 10.1186/s12898-018-0160-5
Idrus, M.R., 2020. Diversitas Ordo Anura di Kawasan Air Terjun Tancak Kembar Kabupaten Bondowoso. UIN Sunan Ampel.
Iskandar, D.T., 1998. The Amphibians of Java and Bali. Research and Development Centre of Biology-LIPI. Bogor
IUCN SSC Amphibian Specialist Group., 2022. Rhacophorus reinwardtii, in The IUCN Red List of Threatened Species 2022: e.T48109368A3075656, viewed 10 February 2023, from doi: 10.2305/IUCN.UK.2022-2.RLTS.T48109368A3075656.en.
Jarvis, A. et al., 2008. Hole-filled SRTM for the globe version 3, in the CGIAR-CSI SRTM 90m database, viewed 9 August 2022, from https://srtm.csi.cgiar.org
Kadafi, A.M. et al., 2019. Study of species richness and structure community of herpetofauna on kondang merak forest, Malang, Indonesia. Proceedings of the 6th International Conference on Advanced Molecular Bioscience and Biomedical Engineering (ICAMBBE 2019) – Bio-Prospecting Natural Biological Compounds for Seeds Vaccine and Drug Discovery, pp.89-95. doi: 10.5220/0009586100890095
Kuhl, H. & Van Hasselt, J.C., 1822. Uittreksels uit breieven van de Heeren Kuhl en van Hasselt, aan de Heeren C. J. Temminck, Th. Van Swinderen en W. de Haan. Algemeene Konst-en Letter-Bode, 7, pp.99–104.
Kummer, D.M. & Turner, B.L., 1994. The Human Causes of Deforestation in Southeast Asia. BioScience, 44, pp.323–328. doi: 10.2307/1312382
Kurniati, H., 2002. Frogs and Toads of Ujung Kulon, Gunung Halimun and Gede-Pangrango National Park. Berita Biologi, 6(1), pp.75- 84
Kurniati, H., 2003. Amphibian and Reptiles of Gunung Halimun National Park, West Java, Indonesia, Cibinong: LIPI.
Kurniati, H., 2008. Biodiversity And Natural History of Amphibians and Reptiles in Kerinci Seblat National Park, Sumatra, Indonesia (2005, 2006, 2007, 2008), LIPI
Lemckert, F., Hecnar, S.J. & Piliod, D.S., 2012. Loss and Modification of Habitat. In Conservation and decline of amphibians: ecological Aspects, effect of humans, and management (1: 291–3342). Vol. 10 in Amphibian Biology. Surrey Beatty & SonsGlobal. Baulkham Hills, Australia.
Malik, K.M.A.I., 2019. Karakteristik Habitat Dan Populasi Rhacophorus Reinwardtii di Kawasan Kampung Cai Ranca Upas. Universitas Pendidikan Indonesia.
Matsui, M. & Wu, G-f., 1994. Acoustic characteristics of treefrogs from Sichuan, China, with comments on systematic relationship of Polypedates and Rhacophorus (Anura, Rhacophoridae). Zoological Science. Tokyo, 11, pp.485–490.
Matsui, M., Shimada, T. & Sudin, A., 2013. A New Gliding Frog of the Genus Rhacophorus from Borneo. Current Herpetology, 32, pp.112–124. doi: 10.5358/hsj.32.112
McDiarmid, R.W. & Altig, R., 1999. Tadpoles: The Biology of Anuran Larvae, The University of Chicago Press. Chicago.
Mullu, D., 2016. A Review on the Effect of Habitat Fragmentation on Ecosystem. Journal of Natural Sciences Research, 6(15), pp.1-15.
Mumpuni, 2014. Keragaman Amfibi dan Catatan Baru Katak di Kawasan Wisata Guci, Provinsi jawa Tengah. Zoo Indonesia, 23(1), pp.13-19.
Naimi, B. et al., 2014. “Where is positional uncertainty a problem for species distribution modelling. Ecography, 37, pp.191-203. doi:10.1111/j.1600-0587.2013.00205.x
Ohler, A. & Delorme, M., 2006. Well known does not mean well studied: Morphological and molecular support for existence of sibling species in the Javanese gliding frog Rhacophorus reinwardtii (Amphibia, Anura). Comptes Rendus Biologies, 329, pp.86–97. doi: 10.1016/j.crvi.2005.11.001
Ohler, A. & Dubois, A., 2006. Hyla reinwardtii Schlegel, 1840 as a nomen protectum. Alytes. Paris, 23, pp.123–132.
Onn, C.K. & Grismer, L.L., 2010. Re-assessment of the Reinwardt’s Gliding Frog, Rhacophorus reinwardtii (Schlegel 1840) (Anura: Rhacophoridae) in Southern Thailand and Peninsular Malaysia and its re-description as a new species. Zootaxa, 2505(1), p.40. doi: 10.11646/zootaxa.2505.1.2
Pearson, R.G., 2007. Species Distribution Modeling for Conservation Educators and Practitioners. Lessons in Conservation, 3, pp. 54-89.
Pebesma, E.J. & Bivand, R.S., 2005, ‘Classes and methods for spatial data in R’, in R News 5, 2, viewed 8 August 2022, from https://cran.r-project.org/doc/Rnews/.
Phillips, S.J., Anderson, R.P. & Schapire, R.E., 2006. Maximum entropy distribution of species geographic distributions. Ecological Modelling, 190, pp.231–259. doi: 10.1016/j.ecolmodel.2005.03.026
Proosdij, A.S. et al., 2016. Minimum required number of specimen records to develop accurate species distribution models. Ecography, 39, pp.542-552. doi: 10.1111/ecog.01509
PVMBG., 2022, ‘Tipe Gunung Api di Indonesia (A, B, dan C)’, in MAGMA Indonesia, viewed 10 May 2022, from https://magma.esdm.go.id/v1/edukasi/tipe-gunung-api-di-indonesia-a-b-dan-c
R Core Team., 2013. R: A Language and Environment for Statistical Computing. Vienna: R Foundation for Statistical Computing.
Ramadani, S. et al., 2022. Effect of acute toxicity of commercial organophosphate insecticide based on chlorpyrifos on Fejervarya limnocharis tadpoles (Anura: Dicroglossidae). Journal of Tropical Life Science, 12(2), pp.231-240. doi: 10.11594/jtls.12.02.09
Ratna, I.G.A. & Wijaya, E.A.P.W., 2013. Survei awal keanekaragaman ordo anura di Desa Ketenger, Batu Raden, Jawa Tengah. Indonesian Journal of Conservation, 2(1), pp.84-90.
Rowley, J.J.L. et al., 2012. A new species of large flying frog (Rhacophoridae: Rhacophorus) from lowland forests in Southern Vietnam. Journal of Herpetology, 46, pp.480–487. doi: 10.2307/23327163
Schlegel, H., 1840. Abbildungen neuer oder unvollständig bekannter Amphibien, nach der Natur oder dem Leben entworfen, herausgegeben und mit einem erläuternden. Atlas. Düsseldorf: Arnz & Co.
Scholte, M., 2019. Indonesia Curtails Deforestation. Deutsche Gesellschaft für Internationale Zusammenarbeit. Jakarta
Septiadi, L. et al., 2018. Study of reptile and amphibian diversity at Ledok Amprong Poncokusumo, Malang East Java. Jurnal Biotropika, 6(2), pp.45-53. doi: 10.21776/ub.biotropika.2018.006.02.02
Setiawan, W., Prihatini, W. & Wiedarti, S., 2019. Keragaman spesies dan persebaran fauna anura di cagar alam dan taman wisata alam Telaga Warna. Ekologia: Jurnal Ilmiah Ilmu Dasar dan Lingkungan Hidup, 19 (2), pp.73-79. doi: 10.33751/ekol.v19i2.1648
Sjörgen, P., 1991. Extinction and isolation gradients in metapopulations: the case of the pool frog (Rana lessonae). Biological Journal of the Linnean Sociely, 42, pp.135-147. doi: 10.1111/j.1095-8312.1991.tb00556.x
Smyth, H.R. et al, 2007., The deep crust beneath island arcs: Inherited zircons reveal a Gondwana continental fragment beneath East Java, Indonesia. Earth Planet Science Letter, 258, pp.269–282. doi: 10.1016/j.epsl.2007.03.044
Tapley, B. & Girgin, S.M., 2015. Captive husbandry and breeding of dile-eared tree frogs, Polypedates otilophus (Boulenger, 1893) (Amphibia: Anura: Rhacoporidae). The Herpetologcal Bulletin, 32, pp.5-8
Thomas, C.D. et al., 2004. Extinction risk from climate change. Nature, 427, pp.145-148. doi:10.1038/nature02121
Thuiller, W. et al., 2005. Niche-based modeling as a tool for predicting the risk of alien plant invasions at a global scale. Global Change Biology, 11, pp.2234–2250. doi: 10.1111/j.1365-2486.2005.001018.x
Vassilieva, A.B., Gogoleva, S.S. & Poyarkov Jr, N.A., 2016. Larval morphology and complex vocal repertoire of Rhacophorus helenae (Anura: Rhacoporidae), a rare flying frog from Vietnam. Zootaxa, 4127(3), 515-536. doi: 10.11646/zootaxa.4127.3.6
Wening, A.S., 2017. Karakteristik Habitat Katak Pohon Hijau (Rhacophorus reinwardtii) Dewasa Di Sekitar Kawasan Lereng Gunung Ungaran Jawa Tengah. UIN SUNAN KALIJAGA.
Whittaker, K. et al., 2013. Global Declines of Amphibians. In Encyclopedia of Biodiversity. Elsevier, pp.691–699
Whitten, T., Soeriaatmadja, R.E., & Afiff, S.A., 1996. The Ecology of Java and Bali. Dalhouise University.
Wickham, H., Girlich, M., 2022, ‘tidyr: Tidy Messy Data’, in R package version 1.2.0., viewed 8 August 2022, from https://CRAN.R-project.org/package=tidyr.
Yanuarefa, M.F., Gendut, H. & Utami, J. 2012. Panduan Lapang Herpetofauna (Amfibi dan Reptil) Taman Nasional Alas Purwo, Balai Taman Nasional Alas Purwo
Yazid, M., 2009. Perilaku Berbiak Katak Pohon Hijau (Rhacophorus reinwardtii Kuhl & van Hasselt, 1822) di kampus IPB Darmaga. Institut Pertanian Bogor.
DOI: https://doi.org/10.22146/jtbb.84459
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