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Geostatistical analysis in paddy field data and implications for management

Soil properties and yield were recorded in grid-spacing in a West Malaysia paddy field for the year 2000. Geostatistical analysis showed that soil properties and yield were notably correlated in space, and the range of spatially dependent yield was shorter than the soil properties. Co-kriging was us...

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Main Authors: Roy, Swapan Kumar, Shibusawa, Sakae, Abdul Rahim, Anuar, Kaho, Toshikazu
Format: Article
Language:English
Published: The Japanese Society of Agricultural Machinery and Food Engineers 2004
Online Access:http://psasir.upm.edu.my/id/eprint/48665/1/Geostatistical%20analysis%20in%20paddy%20field%20data%20and%20implications%20for%20management.pdf
http://psasir.upm.edu.my/id/eprint/48665/
https://www.jstage.jst.go.jp/article/jsam1937/66/4/66_4_88/_article
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spelling my.upm.eprints.486652016-10-10T07:49:50Z http://psasir.upm.edu.my/id/eprint/48665/ Geostatistical analysis in paddy field data and implications for management Roy, Swapan Kumar Shibusawa, Sakae Abdul Rahim, Anuar Kaho, Toshikazu Soil properties and yield were recorded in grid-spacing in a West Malaysia paddy field for the year 2000. Geostatistical analysis showed that soil properties and yield were notably correlated in space, and the range of spatially dependent yield was shorter than the soil properties. Co-kriging was used to estimate spatial pattern of yield with surrogate data (soil properties) was not successful for this field. The spatial yield map illustrated that the middle portion of the plot has lower yield (<3.5t/ha) compared to both ends in lengthwise. A management zone is suggested in the low yielding areas where soil N and soil P need to be improved for obtaining high yield (>5t/ha). The Japanese Society of Agricultural Machinery and Food Engineers 2004 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/48665/1/Geostatistical%20analysis%20in%20paddy%20field%20data%20and%20implications%20for%20management.pdf Roy, Swapan Kumar and Shibusawa, Sakae and Abdul Rahim, Anuar and Kaho, Toshikazu (2004) Geostatistical analysis in paddy field data and implications for management. Journal of the Japanese Society of Agricultural Machinery, 66 (4). pp. 88-95. ISSN 0285-2543; ESSN: 1884-6025 https://www.jstage.jst.go.jp/article/jsam1937/66/4/66_4_88/_article
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
language English
description Soil properties and yield were recorded in grid-spacing in a West Malaysia paddy field for the year 2000. Geostatistical analysis showed that soil properties and yield were notably correlated in space, and the range of spatially dependent yield was shorter than the soil properties. Co-kriging was used to estimate spatial pattern of yield with surrogate data (soil properties) was not successful for this field. The spatial yield map illustrated that the middle portion of the plot has lower yield (<3.5t/ha) compared to both ends in lengthwise. A management zone is suggested in the low yielding areas where soil N and soil P need to be improved for obtaining high yield (>5t/ha).
format Article
author Roy, Swapan Kumar
Shibusawa, Sakae
Abdul Rahim, Anuar
Kaho, Toshikazu
spellingShingle Roy, Swapan Kumar
Shibusawa, Sakae
Abdul Rahim, Anuar
Kaho, Toshikazu
Geostatistical analysis in paddy field data and implications for management
author_facet Roy, Swapan Kumar
Shibusawa, Sakae
Abdul Rahim, Anuar
Kaho, Toshikazu
author_sort Roy, Swapan Kumar
title Geostatistical analysis in paddy field data and implications for management
title_short Geostatistical analysis in paddy field data and implications for management
title_full Geostatistical analysis in paddy field data and implications for management
title_fullStr Geostatistical analysis in paddy field data and implications for management
title_full_unstemmed Geostatistical analysis in paddy field data and implications for management
title_sort geostatistical analysis in paddy field data and implications for management
publisher The Japanese Society of Agricultural Machinery and Food Engineers
publishDate 2004
url http://psasir.upm.edu.my/id/eprint/48665/1/Geostatistical%20analysis%20in%20paddy%20field%20data%20and%20implications%20for%20management.pdf
http://psasir.upm.edu.my/id/eprint/48665/
https://www.jstage.jst.go.jp/article/jsam1937/66/4/66_4_88/_article
_version_ 1643834242160918528
score 13.211869

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