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...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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The Japanese Society of Agricultural Machinery and Food Engineers
2004
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| Online Access: | http://psasir.upm.edu.my/id/eprint/48665/ http://psasir.upm.edu.my/id/eprint/48665/1/Geostatistical%20analysis%20in%20paddy%20field%20data%20and%20implications%20for%20management.pdf |
| _version_ | 1848851150761099264 |
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| author | Roy, Swapan Kumar Shibusawa, Sakae Abdul Rahim, Anuar Kaho, Toshikazu |
| author_facet | Roy, Swapan Kumar Shibusawa, Sakae Abdul Rahim, Anuar Kaho, Toshikazu |
| author_sort | Roy, Swapan Kumar |
| building | UPM Institutional Repository |
| collection | Online Access |
| 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). |
| first_indexed | 2025-11-15T10:17:37Z |
| format | Article |
| id | upm-48665 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T10:17:37Z |
| publishDate | 2004 |
| publisher | The Japanese Society of Agricultural Machinery and Food Engineers |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-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 |
| spellingShingle | Roy, Swapan Kumar Shibusawa, Sakae Abdul Rahim, Anuar Kaho, Toshikazu Geostatistical analysis in paddy field data and implications for management |
| title | 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_short | Geostatistical analysis in paddy field data and implications for management |
| title_sort | geostatistical analysis in paddy field data and implications for management |
| url | http://psasir.upm.edu.my/id/eprint/48665/ http://psasir.upm.edu.my/id/eprint/48665/ http://psasir.upm.edu.my/id/eprint/48665/1/Geostatistical%20analysis%20in%20paddy%20field%20data%20and%20implications%20for%20management.pdf |