Understanding rat occurrences in oil palm plantation using high-resolution satellite image and GIS data

Rats are an important vertebrate pest of oil palm in Malaysia. This damage translates into substantial economic loss to the oil palm plantation sector. We used habitat factors dervived from GIS data to develop a logistic regression model to predict rat occurrence in a FELDA oil palm plantation in Sa...

Full description

Saved in:
Bibliographic Details
Main Authors: Phua, Mui How, C. W. Chong, A. H. Ahmad, M. N. Hafidzi
Format: Article
Language:English
Published: 2018
Subjects:
Online Access:https://eprints.ums.edu.my/id/eprint/24362/1/Understanding%20rat%20occurrences%20in%20oil%20palm%20plantation%20using%20high-resolution%20satellite%20image%20and%20GIS%20data.pdf
https://eprints.ums.edu.my/id/eprint/24362/
https://doi.org/10.1007/s11119-016-9496-z
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Universiti Malaysia Sabah
Language: English
id my.ums.eprints.24362
record_format eprints
spelling my.ums.eprints.243622019-12-13T00:52:51Z https://eprints.ums.edu.my/id/eprint/24362/ Understanding rat occurrences in oil palm plantation using high-resolution satellite image and GIS data Phua, Mui How C. W. Chong A. H. Ahmad M. N. Hafidzi QL Zoology SF Animal culture Rats are an important vertebrate pest of oil palm in Malaysia. This damage translates into substantial economic loss to the oil palm plantation sector. We used habitat factors dervived from GIS data to develop a logistic regression model to predict rat occurrence in a FELDA oil palm plantation in Sabah, Malaysia. Our logistic regression results predicted a high occurrence of rats in young palms areas (\3 years) and in areas near the plantation roads. The rat occurrence areas were further examined using a detailed land cover types generated from a high-resolution satellite image (GeoEye, spatial resolution: 0.5 m). Our results showed that the combination of bare or open areas bushes mixed with partial shades of young palms is important to the survival of Rattus rattus diardii, a highly adaptable rat species that dominated the plantation. The combined use of GIS and high-resolution satellite remote sensing techniques enhanced our understanding of rat occurrence in oil palm plantation. Our results suggest these techniques can be used to predict rat occurrence and can be used to guide the rat baiting program in the oil palm plantation. 2018 Article PeerReviewed text en https://eprints.ums.edu.my/id/eprint/24362/1/Understanding%20rat%20occurrences%20in%20oil%20palm%20plantation%20using%20high-resolution%20satellite%20image%20and%20GIS%20data.pdf Phua, Mui How and C. W. Chong and A. H. Ahmad and M. N. Hafidzi (2018) Understanding rat occurrences in oil palm plantation using high-resolution satellite image and GIS data. Precision Agric, 19. pp. 42-54. https://doi.org/10.1007/s11119-016-9496-z
institution Universiti Malaysia Sabah
building UMS Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sabah
content_source UMS Institutional Repository
url_provider http://eprints.ums.edu.my/
language English
topic QL Zoology
SF Animal culture
spellingShingle QL Zoology
SF Animal culture
Phua, Mui How
C. W. Chong
A. H. Ahmad
M. N. Hafidzi
Understanding rat occurrences in oil palm plantation using high-resolution satellite image and GIS data
description Rats are an important vertebrate pest of oil palm in Malaysia. This damage translates into substantial economic loss to the oil palm plantation sector. We used habitat factors dervived from GIS data to develop a logistic regression model to predict rat occurrence in a FELDA oil palm plantation in Sabah, Malaysia. Our logistic regression results predicted a high occurrence of rats in young palms areas (\3 years) and in areas near the plantation roads. The rat occurrence areas were further examined using a detailed land cover types generated from a high-resolution satellite image (GeoEye, spatial resolution: 0.5 m). Our results showed that the combination of bare or open areas bushes mixed with partial shades of young palms is important to the survival of Rattus rattus diardii, a highly adaptable rat species that dominated the plantation. The combined use of GIS and high-resolution satellite remote sensing techniques enhanced our understanding of rat occurrence in oil palm plantation. Our results suggest these techniques can be used to predict rat occurrence and can be used to guide the rat baiting program in the oil palm plantation.
format Article
author Phua, Mui How
C. W. Chong
A. H. Ahmad
M. N. Hafidzi
author_facet Phua, Mui How
C. W. Chong
A. H. Ahmad
M. N. Hafidzi
author_sort Phua, Mui How
title Understanding rat occurrences in oil palm plantation using high-resolution satellite image and GIS data
title_short Understanding rat occurrences in oil palm plantation using high-resolution satellite image and GIS data
title_full Understanding rat occurrences in oil palm plantation using high-resolution satellite image and GIS data
title_fullStr Understanding rat occurrences in oil palm plantation using high-resolution satellite image and GIS data
title_full_unstemmed Understanding rat occurrences in oil palm plantation using high-resolution satellite image and GIS data
title_sort understanding rat occurrences in oil palm plantation using high-resolution satellite image and gis data
publishDate 2018
url https://eprints.ums.edu.my/id/eprint/24362/1/Understanding%20rat%20occurrences%20in%20oil%20palm%20plantation%20using%20high-resolution%20satellite%20image%20and%20GIS%20data.pdf
https://eprints.ums.edu.my/id/eprint/24362/
https://doi.org/10.1007/s11119-016-9496-z
_version_ 1760230232195858432