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1 : Daisuke Kabeya, Hajime Utsugi, Kazuto Kita, Akira Ogura, Naofumi Watanabe, Kohei Fujimoto, Makoto Yamazaki, Tadayuki Yashiro, Takuya Kajimoto, Hiroshi Tanaka 2016The Performance of Containerized Tree Seedlings after Outplantings Evaluated from Multi-site Data Set. J Jpn For Soc 98: Containerized tree seedlings are expected to exhibit high survivorship and good growth after outplanting; however, a unified consensus on the performance of containerized seedlings in Japan remains undetermined. To understand the universal properties of the performances of containerized seedlings after outplanting, the survival ratio and height and diameter growth rate of two stock typescontainerized seedlings and bare-root seedlingswere estimated from experiment sites covering five prefectures and five species and compared between stock types. The result of parameter estimation using hierarchal Bayesian models revealed that the median survival ratio of containerized seedlings across all species was, which was not different from that of bare-root seedlings. The estimated height and diameter growth rates were also similar between stock types. The sturdiness quotientsq, the ratio of height and diameterwas higher in containerized seedlings than in bare-root seedlings of all species immediately after outplanting. However, the difference in SQ between stock types diminished year after outplanting. These results suggest that containerized tree seedlings generally show performances equivalent to those of bare-root seedlings after outplanting. Therefore, other properties of containerized seedlings, such as ease of cultivation and low-labor planting present more attractive advantages than those of good performance after outplanting. Key words: containerized seedling, mass data-set, survival ratio, growth rate, hierarchal Bayesian model Landis et al. ; Corresponding author kabeta@ffpri.affrc.go.jp Forestry and Forest Product Research Institute, Matsunosato, Tsukuba, Ibaraki, Japan Hokkaido Research Organization, Forest Research Department, Koshunai, Bibai, Hokkaido, Japan Nakanoto General Agriculture Forestry office, Ishikawa Prefecture, Ni-bu, Kojima-machi, Nanao, Ishikawa, Japan Kochi Prefectural Forestry Technology Research Center, Ohdaira, Tosayamada, Kami, Kochi, Japan Forestry Technology Development and Support Center, Kanto Regional Forest Office, Kurusu, Kasama, Ibaraki, Japan

2 Rasanen Brissette et al. Wilson et al. Landhaeusser et al. HKD ISK N t d d Clark Nexpd tb N t b a ad asp esapling aaspesapling asp atype sp

3 ID HKD cb HKD cb HKD cb HKD c HKD cb HKD cb HKD c HKD cb HKD cb HKD c ISK ISK M KUC c KUC c QHQ cb QHQ cb QHQ cb QHQ cb QHQ cb QHQ b QHQ cb QHQ cb QHQ cb QHQ cb QHQ cb QHQ QHQ cb QHQ cb QHQ cb QHQ QHQ cb QHQ cb QHQ cb QHQ cb QHQ QHQ cb QHQ cb QHQ cb QHQ cb cb esapling esite sapling esite site aspnatype, sp, atypen esaplingnesite, site, esiten site sp, site, sapling t N r N rr Ntnegativebinominal r Nr, r r KUC QHQQHQ H D J-STAGE S texpt

4 S t t sp, sp id, id expspidspid sp, sp type, type sp, sp id, id sapling, sapling id, idb sapling, sapling site, site sapling, sapling site, site site, site spntype, spspntype, sp typentypen idnsapling, ididnsapling, id saplingnsite, saplingsaplingnsite, sapling siten sitesiten site spsitesaplingid t St log S t r StLogNormallogS t r QHQ KUC JAGS R RJAGS Gelman-Rubin R DHrttypestrandom_effectresidual_error DHrt t st AIC random_effect residual_error QHQ KUC R gamm HKDHKD QHQ QHQ HKD HKD QHQ HKD QHQQHQQHQ

5 cb cb J-STAGE cmcm cm cm mmmmmm mm

6 多点データからみたコンテナ苗の植栽後の特性 219 図 4 苗木供給元別でみた 樹高 基部直径の成長 速度のベイズ推定値 中央値および95 ベ イズ信用範囲 推定値の信用範囲が樹種ごとの成長速度の平均値 実線 お よびその95 ベイズ信用範囲 破線 を含まない場合 成長 速度が平均より大きい 小さい 苗木であることを示す シ ンボルは がコンテナ苗 が裸苗をあらわす 異なる背景 の塗り分けは 植栽試験の違いをあらわす 線のパラメータ推定値を示す 樹種間で成長速度 とりわ け直径成長速度の違いはみられるものの いずれの種にお いても樹高成長速度および直径成長速度の推定値の分布範 囲は コンテナ苗と裸苗の間で大きく異ならなかった 同一試験地内にコンテナ苗 裸苗の両方が植栽されてお り 樹高成長速度が比較可能な30試験地のうち 10試験 地ではコンテナ苗の推定樹高成長速度の50 範囲が裸苗 の推定樹高成長速度の50 範囲を上回っていた また9 試験地では 裸苗の推定樹高速度の50 範囲がコンテナ 苗の推定樹高速度の50 範囲を上回っており 11試験地 ではコンテナ苗と裸苗の推定樹高成長速度の分布範囲がほ ぼ等しかった 同様に直径成長速度が比較可能な31試験 地のうち 19試験地ではコンテナ苗の推定直径成長速度 の50 範囲が裸苗の推定直径成長速度の50 範囲を上 回っていた また2試験地では 裸苗の推定直径成長速度 の50 範囲がコンテナ苗の推定直径成長速度の50 範囲 を上回っており 10試験地ではコンテナ苗と裸苗の推定 直径成長速度の分布範囲がほぼ等しかった 樹高成長速度 直径成長速度は いずれも植栽地および 苗木供給元の違いによってばらつきが生じていた 図 4

7 (a) df AIC (b) AIC KUCQHQQHQ J-STAGE AIC AIC AIC ab x Rasanen QHQ QHQ QHQQHQ QHQ ISK

8 HKD QHQ Rasanen Pinto Kamo et al. Dobner Junior et al. Thompson Landhaeusser and Lieffers QHQN QHQN QHQN QHQN QHQ NQHQN J-STAGE QHQNQHQN QHQN QHQN HKD N ISKN M QHQNHKDN HKDN ISKN cmmmj-stage J-STAGE

9 Brissette JC, Barnett JP, Landis TDContainer seedlings. In: Forest Regeneration Manual. Duryea ML, Dougherty PMedsSpringer, Clark JSModels for Ecological Data: An Introduction. Princeton University Press Dobner JM, Trazzi PA, Higa AR, Seitz RAEffect of container size and planting method on growth of a nine-years-old Pinus taeda stand. Sci For : : : : : : Kamo K, Jamalung L, Mohammad AGrowth and biomass of Acacia mangium Willd. stands planted as bare-root and container seedlings. JARQ : Landhaeusser SM, Lieffers VJDefoliation increases risk of carbon starvation in root systems of mature aspen. Trees : Landhäusser SM, Pinno BD, Lieffers VJ, Chow PSPartitioning of carbon allocation to reserves or growth determines future performance of aspen seedlings. Forest Ecol Manage : Landis TD, Tinus RW, McDonald SE, Barnett JPThe Container tree Nursery ManualVolume : The Container Tree Nursery Manual. United States Department of Agriculture Forest Service I : Pinto JR, Marshall JD, Dumroese RK, Davis ASEstablishment and growth of container seedlings for reforestation: a function of stocktype and edaphic conditions. Forest Ecol Manage : Rasanen PKContainerized forest tree seedling production and development prospects in Finland and Scandinavia. In: Proceedings, Canadian Containerized Tree Seedling. Scarratt JB et al.edsdepartment of the Environment, Canadian Forestry Service II : Thompson BESeedling morphological evaluation- what you can tell by looking. In: Proceedings: Evaluating Seedling Quality: Principles, Procedures, and Predictive Abilities of Major Tests, Duryea ML edoregon State University, Wilson ER, Vitols KC, Park ARoot characteristics and growth potential of container and bare-root seedlings of red oakquercus rubra L.in Ontario, Canada. New Forests : : :

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