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Home > Volume 1, Number 2, December 2018 > Kusnandar
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Asep Rusyana
Department of Statistics, Faculty of Mathematics and Natural Sciences, Syiah Kuala University
Jalan Syech Abdurrauf No.3, Kopelma Darussalam, Banda Aceh 23111, Aceh, Indonesia
Email: jda@unsyiah.ac.id
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Pemodelan Linear dan Pendugaan Pengaruh Kompetisi Antartanaman dalam Percobaan Lapangan

Dadan Kusnandar, Naomi Nessyana Debataraja, Nurfitri Imro'ah

Abstract

Model spasial dua dimensi digunakan untuk menduga pengaruh kompetisi antartanaman yang saling berdekatan. Data yang digunakan adalah data hasil percobaan pengaruh pemupukan terhadap produksi berat buah tandan segar kelapa sawit per pohon selama enam bulan. Model yang melibatkan pengaruh kompetisi antartanaman kemudian dibandingkan dengan model tanpa pengaruh kompetisi. Nilai MSE digunakan sebagai dasar perbandingan kedua model. Hasil penelitian menunjukkan tidak terdapat pengaruh perlakuan yang signifikan di dalam kedua model. Oleh karena itu tidak dilakukan perhitungan lebih lanjut untuk membandingkan pengaruh perlakuan. Hasil penelitian juga menunjukkan bahwa model biasa (model Anova) menghasilkan nilai MSE yang lebih kecil dari model dengan pengaruh kompetisi.Jarak tanam yang lebar (9m) pada perkebunan kelapa sawit telah secara efektif mengurangi pengaruh kompetisi antartanaman.

 

Two-dimensional spatial models are used to predict the influence of inter-plant competition. The data are obtained from experimental trial to investigate the effect of fertilization on the production of oil palm fresh fruit bunches per tree for the period of six months. Model involving the influence of inter-plant competition are then compared with models without the influence of competition. The comparison was based on the MSE of the models. Both model showed no significance of the treatment effects, hence no further calculation was carried out to compare the treatment effects. The study also showed that the ordinary model (Anova model) resulted in a smaller MSE than the competition model. The 9m  spacing between trees seems to have effectively reduced the competition effect between the neighboring trees.

 Keywords

Competition effects; Analysis of variance; Spatial model; Palm oil

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References

Bartlett, M. S. 1978. Nearest neighbour models in the analysis of field experiments. J. R. Stat. Soc. Ser. B.40: 147–174.

Wilkinson,G. N., Eckert, S. R.,Hancock, T and Mayo.O. 1983. Nearest Neighbour (NN) analysis of field experiments.J. R. Stat. Soc. Ser. B.45: 151–211.

Cullis,B. R. and Gleeson,A. C. 1991. Spatial analysis of field experiments - An extension to two dimensions.Biometrics. 47: 1449–1460.

Grondona,M. O., Crossa,J.,Fox, P. N. and Pfeiffer,W. H. 1996. Analysis of variety yield trials using two-dimensional separable ARIMA processes.Biometrics.52; 763–770.

Gilmour,A. R.,Cullis,B. R. and Verbyla,A. P. 1997. Accounting for natural and extraneous variation in the analysis of field experiments.J. Agric. Biol. Environ. Stat.2: 269–293.

Kempton, R. A. 1982. Adjustment for competition between varieties in plant breeding trials. J. Agric. Sci. Cambridge.98: 599 – 611.

Kusnandar, D and Galwey, N. W. 2009. A Linear Mixed Model for Two-Dimensional Competition between Neighbouring Trees in Forestry Trials : Model Testing in a Plantation of Maritime pine (Pinus pinaster Ait.) in Western Australia.Proc. of the IMT-GT: International Conference on Mathematics, Statistics, and their Applications 2009, pp. 322–327.

Kocher, S. D. andHarris, R. 2007. Tree Growth and Competition.Univ. Calif. Agric. Nat. Resour., pp. 1–10.

Magnussen, S. 1994. A method to adjust simultaneously for spatial microsite and competition effects.Can. J. For. Res.24: 985–995.

Moreno,P. C.,Palmas,S.,Escobedo,F. J.,Cropper,W. P. and Gezan,S. A.2017. Individual-tree diameter growth models for mixed Nothofagus second growth forests in southern Chile.Forests. 8 (12): 1–19.

Contreras,M. A.,Affleck, D. and Chung,W. 2011. Evaluating tree competition indices as predictors of basal area increment in western Montana forests.For. Ecol. Manage.262 (11): 1939–1949.

Nugroho, S. 2008.Rancangan Percobaan Dasar-Dasar. Unib Press,Bengkulu.

Cressie,N. A. C. Statistics for Spatial Data (revised edition). 2015. John Wiley & Sons, Canada.

DOI: https://doi.org/10.24815/jda.v1i2.12485

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About The Authors

Dadan Kusnandar
Department of Statistics, Tanjungpura University
Indonesia

Naomi Nessyana Debataraja
Department of Statistics, Tanjungpura University
Indonesia

Nurfitri Imro'ah
Department of Statistics, Tanjungpura University
Indonesia

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Keywords ARIMA Analisis Regresi Aset Bank Bayesian Biplot Canonical correlation analysis Complete lingkage Computer Network Degree of poverty Development areas Forecasting Kesehatan Masyarakat Mean lingkage Multidimensional Poverty indicators Quality of Service Sensitivitas Software-defined Network Spatial Error Model Structural Equation Model, Analisis Jalur, Status Gizi Remaja pembelajaran statistika
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