Habitat and Distribution Modeling of Prehistoric Hippos (Hippopotamus sivalensis spp.) During Pleistocene in Java Island

Currently, there are only 2 extant species of hippos including common (Hippopotamus amphibius) and pygmy hippos (Choeropsis liberiensis) . But in prehistoric times, there were several species. During  Pleistocene these species were known to migrate to Java Island from Asian Continent and the species...

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Main Authors: Andriwibowo Andriwibowo, Adi Basukriadi, Erwin Nurdin
Format: Article
Language:English
Published: UIN Sunan Gunung Djati 2021-06-01
Series:Jurnal Biodjati
Subjects:
Online Access:https://journal.uinsgd.ac.id/index.php/biodjati/article/view/10250
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spelling doaj-35c99e0985ba4397816bf2c04d6ea7152021-08-06T11:05:47ZengUIN Sunan Gunung DjatiJurnal Biodjati2541-42082548-16062021-06-01619310110.15575/biodjati.v6i1.102504698Habitat and Distribution Modeling of Prehistoric Hippos (Hippopotamus sivalensis spp.) During Pleistocene in Java IslandAndriwibowo Andriwibowo0Adi Basukriadi1Erwin Nurdin2Department of Biology, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Pondok Cina, Beji, Depok City, West Java 16424, IndonesiaDepartment of Biology, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Pondok Cina, Beji, Depok City, West Java 16424, IndonesiaDepartment of Biology, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Pondok Cina, Beji, Depok City, West Java 16424, IndonesiaCurrently, there are only 2 extant species of hippos including common (Hippopotamus amphibius) and pygmy hippos (Choeropsis liberiensis) . But in prehistoric times, there were several species. During  Pleistocene these species were known to migrate to Java Island from Asian Continent and the species was Hippopotamus sivalensis spp. In this regard, this study aimed to model the habitat of H. sivalensis spp., ecology, and biodiversity of Hippopotamus sivalensis spp. based on the fossil record. The model was developed based on the Principal Component Analysis (PCA) method using the R statistical package. The results showed that there were 7 populations of H. sivalensis spp. that lived at various altitudes with an average of 177 m above sea level (95% CI : 123-232 m). According to PCA, there were at least 2 separate populations of H. sivalensis spp. One population occupies the forest while another occupies a habitat close to the coast. Currently the habitat for H. sivalensis spp. already changed. Based on habitat modeling, H. sivalensis spp. inhabit streams with submerged aquatic plants and shrubs and trees growing along river banks.https://journal.uinsgd.ac.id/index.php/biodjati/article/view/10250fossil, habitat, hippos, model, pca, pleistocene
collection DOAJ
language English
format Article
sources DOAJ
author Andriwibowo Andriwibowo
Adi Basukriadi
Erwin Nurdin
spellingShingle Andriwibowo Andriwibowo
Adi Basukriadi
Erwin Nurdin
Habitat and Distribution Modeling of Prehistoric Hippos (Hippopotamus sivalensis spp.) During Pleistocene in Java Island
Jurnal Biodjati
fossil, habitat, hippos, model, pca, pleistocene
author_facet Andriwibowo Andriwibowo
Adi Basukriadi
Erwin Nurdin
author_sort Andriwibowo Andriwibowo
title Habitat and Distribution Modeling of Prehistoric Hippos (Hippopotamus sivalensis spp.) During Pleistocene in Java Island
title_short Habitat and Distribution Modeling of Prehistoric Hippos (Hippopotamus sivalensis spp.) During Pleistocene in Java Island
title_full Habitat and Distribution Modeling of Prehistoric Hippos (Hippopotamus sivalensis spp.) During Pleistocene in Java Island
title_fullStr Habitat and Distribution Modeling of Prehistoric Hippos (Hippopotamus sivalensis spp.) During Pleistocene in Java Island
title_full_unstemmed Habitat and Distribution Modeling of Prehistoric Hippos (Hippopotamus sivalensis spp.) During Pleistocene in Java Island
title_sort habitat and distribution modeling of prehistoric hippos (hippopotamus sivalensis spp.) during pleistocene in java island
publisher UIN Sunan Gunung Djati
series Jurnal Biodjati
issn 2541-4208
2548-1606
publishDate 2021-06-01
description Currently, there are only 2 extant species of hippos including common (Hippopotamus amphibius) and pygmy hippos (Choeropsis liberiensis) . But in prehistoric times, there were several species. During  Pleistocene these species were known to migrate to Java Island from Asian Continent and the species was Hippopotamus sivalensis spp. In this regard, this study aimed to model the habitat of H. sivalensis spp., ecology, and biodiversity of Hippopotamus sivalensis spp. based on the fossil record. The model was developed based on the Principal Component Analysis (PCA) method using the R statistical package. The results showed that there were 7 populations of H. sivalensis spp. that lived at various altitudes with an average of 177 m above sea level (95% CI : 123-232 m). According to PCA, there were at least 2 separate populations of H. sivalensis spp. One population occupies the forest while another occupies a habitat close to the coast. Currently the habitat for H. sivalensis spp. already changed. Based on habitat modeling, H. sivalensis spp. inhabit streams with submerged aquatic plants and shrubs and trees growing along river banks.
topic fossil, habitat, hippos, model, pca, pleistocene
url https://journal.uinsgd.ac.id/index.php/biodjati/article/view/10250
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