Predicting the Leaf Area and Leaf Dry Weight of Elaeagnus mollis in Shanxi

doi:10.7677/ynzwyj201413212

Abstract

Abstract:

Nondestructive and mathematical approaches of modeling can be very convenient and useful for plant growth estimation. The leaf of Elaeagnus mollis was taken as the object of research. Leaf length、 leaf width、SPAD value and different combinations of these variables were developed models to predict individual leaf area, saturated fresh weight, and dry weight of Elaeagnus mollis. Ten regression equations were compared. Select fitting the best model as a predictive model in leaf area, saturated fresh weight and dry weight. The three models were as follows: individual leaf area LA=3647+0383LW+0001LWS (R=0968), saturated fresh weight SFW=-0464+0081L+000008LWS (R=0963), and dry weight DW=-0094+0032W+00001LS (R=0960). The best prediction model of LA, SFW and DW was validated with the measured value. The results showed that the predicted values and measured values were highly consistent. It could be used to predict the LA, SFW and DW of actual unknown leaves.

Key words: Leaf length, Leaf width, Model, Elaeagnus mollis, SPAD value

CLC Number:

Q 141

WEI Jing, BI Run-Cheng, MIAO Yan-Ming. Predicting the Leaf Area and Leaf Dry Weight of Elaeagnus mollis in Shanxi[J]. Plant Diversity, 2014, 36(04): 497-504.

References

Aase JK, 1978. Relationship between leaf area and drymatter in winter wheat［J］.Agronomy Journal, 70: 563—565
Bao L (宝乐), Liu YH (刘艳红), 2009. Comparison of leaf functional traits in different forest communities in Mt. Dongling of Beijing［J］. Acta Ecologica Sinica (生态学报), 29 (7): 3692—3703
Gamiely S, Randle WM, Mills HA et al., 1991. A rapid and nondestructive method for estimating leaf area of onions［J］.HortScience, 26 (2): 206
Le Bail M, Jeuffroy MH, Bouchard C et al., 2005. Is it possible to forecast the grain quality and yield of different varieties of winter wheat from Minolta SPAD meter measurements［J］. European Journal Agronomy, 23: 379—391
Li YL (李玉霖), Cui JH (崔建垣), Su YZ (苏永中), 2005. Specific leaf area and leaf dry matter content of some plants in different dune habitats［J］. Acta Ecologica Sinica (生态学报), 25 (2): 304—311
Li YH (李永华), Luo TX (罗天祥), Lu Q (卢琦), 2005. Comparisons of leaf traits among 17 major plant species in Shazhuyu sand control experimental station of Qinghai province［J］. Acta Ecologica Sinica (生态学报), 25 (5): 994—999
Li XR (李轩然), Liu Q (刘琪), 2007. Specific leaf area and leaf area index of conifer plantations in Qianyanzhou station of subtropical china［J］. Journal of Plant Ecology (植物生态学报), 31 (1): 93—101
Li ZH (李志宏), Liu HB (刘宏斌), Zhang YG (张云贵), 2006. A review on chlorophyll meter application on nitrogen fertilizer recommendation［J］. Plant Nutrition and Fertilizer Science (植物营养与肥料学报), 12 (1): 125—132
Liu RT (刘任涛), Bi RC (毕润成), Yan GQ (闫桂琴), 2001. Spectral and dyhamics analysis of elaeagnus mollis diels population in the south of Shanxi province［J］. Bulletin of Botanical Research (植物研究), 27: 550—555
Miao YM (苗艳明), Lv JZ (吕金枝), Yan GQ (闫桂琴), 2012a. Dynamic changes of traits of leaves from Elaeagnus mollis［J］. Chinese Bulletin of Botany (植物学报), 47: 257—263
Miao YM (苗艳明), Lv JZ (吕金枝), Bi RC (毕润成), 2012b. Distribution pattern of leaf traits in canopy of typical broadleaved trees in Taiyue Mountain［J］. Guihaia (广西植物), 32: 483—486
Miao YM (苗艳明), Lv JZ (吕金枝), Bi RC (毕润成), 2012c. Relationships between leaf nitrogen content and photosynthetic characteristics in different plant functional types［J］. Bulletin of Botanical Research (植物研究), 32: 425—429
Montero FJ, de Juan JA, Cuesta A et al., 2000. Nondestructive methods to estimate leaf area in Vitis vinifera L［J］. HortScience, 35 (4): 696—698
Qin YY (秦永燕), Wang YL (王祎玲), Zhang QD (张钦弟) et al., 2010. Analysis on the population genetic diversity of an endangered plant (Elaeagnus mollis) by SSR markers［J］.Journal of Wuhan Botanical Research (武汉植物学研究), 28: 466—472
Ren GC (任国臣), Yan GQ (闫桂琴), Zhang ZF (张直峰), 2010. Analysis of seed storage protein in three ecotypes Elaeagnus mollis diels［J］. Acta Botanica BorealiOccidentalia Sinica (西北植物学报), 30: 1253—1258
Robbins NS, Pharr DM, 1987. Leaf area prediction methods for cucumber from linear measurements［J］. HortScience, 22 (6): 1264—1266
ShangGuan TL (上官铁梁), Zhang F (张峰), 2001. The endangered causes of Elaeagnus mollis, an endemic to China［J］. Acta Ecologica Sinica (生态学报), 21: 502—505
ShangGuan TL (上官铁梁), Zhang F (张峰), Bi RC (毕润成), 1992. Studies on the ecological geographic distribution and synecological characteristics of Elaeagnus mollis scrub in Shanxi province［J］. Acta Phytoecological et Geobotanica Sinica (植物生态学与地植物学学报), 16: 283—291
Smart RE, 1985. Principles of grapevine canopy microclimate manipulation with implications for yield and quality: a review［J］. America Journal of Enology and Viticulture, 36: 230—239
Wang ZH (王志红), Zhang K (张坤), Zhou WZ (周维芝) et al., 2002. Study on Elaeagnus mollis resource and its sustainable utilization in Shanxi［J］. Journal of Shanxi Universrity (Natural Science Edition) (山西大学学报: 自然科学版), 25: 358—360
Williams III L, Martinson TE, 2003. Nondestructive leaf area estimation of ‘Niagara’ and ‘De Chaunac’ grapevines［J］. Scientia Horticulture, 98: 493—498
Williams LE, 1987. Growth of ‘Thompson Seedless’ grapevines. I. Leaf area development and dry weight distribution［J］. Journal of the America Society for Horticultural Science, 112: 325—330
Xie SL (谢树莲), Ling YJ (凌元洁), Huang SP (黄淑萍) et al., 1994. Ananalysis of the mineral element of Elaeagnus mollis Diels［J］. Bulletin of Botanical Research (植物研究), 14 (1): 94—97
Young YC, Sungbong O, Myoung MO et al., 2007. Estimation of individual leaf area, saturated fresh weight, and dry weight of hydroponically grown cucumbers (Cucumis sativus L.) using leaf length, width, and SPAD value［J］. Scientia Horticulturae, 111: 330—334
Yuan LH (袁丽环), Yan GQ (闫桂琴), Zhu ZM (朱志敏), 2009. Effects of arbuscular mycorrhizal fungi on the seedling roots of Elaeagnus mollis Diels［J］. Acta Botanica BorealiOccidentalia Sinica (西北植物学报), 29: 580—585
Zhang F (张峰), 2003. Analysis on the flora of seed plants in Elaeagnus mollis areal, Shanxi province［J］. Bulletin of Botanical Research (植物研究), 23: 478—484
Zhang F (张峰), ShangGuan TL (上官铁梁), 2000a. Numerical analysis of interspecific relationships in an Elaeagnus nollis community in Shanxi［J］. Journal of Plant Ecology (植物生态学报), 24: 351—355
Zhang F (张峰), ShangGuan TL (上官铁梁), 2000b. Population patierns of dominant species in Elaeagnus nollis communities Shanxi［J］. Journal of Plant Ecology (植物生态学报), 24: 590—594
Zhang F (张峰), Han SQ (韩书权), ShangGuan TL (上官铁梁), 2001. Analysis on relationship between geographic distribution of Elaeagnus nollis and ecoenvironment factors in China［J］. Journal of Shanxi Universrity (Natural Science Edition) (山西大学学报: 自然科学版), 24 (1): 86—88
Zhang F (张峰), ShangGuan TL (上官铁梁), 1999. Study on the species diversity of Elaeagnus nollis community in Shanxi［J］. Journal of Plant Ecology (植物生态学报), 23: 471—474
Zhang F (张峰), ShangGuan TL (上官铁梁), 1996. Stepwise clustering and its application to vegetation classification［J］. Journal of Plant Ecology (植物生态学报), 20: 561—567
Zhang F (张峰), ShangGuan TL (上官铁梁), Li SZ (李素珍), 1993. Improvement on the modeling method of boil mass of brush［J］. Chinese Journal of Ecology (生态学杂志), 12 (6): 67—69
Zhang L (张林), Luo TX (罗天祥), 2004. Advances in ecological studies on leaf lifespan and saaociated leaf trats［J］. Journal of Plant Ecology (植物生态学报), 28: 844—852
Zheng SX (郑淑霞), ShangGuan ZP (上官周平), 2007. Photosynthetic characteristics and their relationships with leaf nitrogen content and leaf mass per area in different plant functional types［J］. Acta Ecologica Sinica (生态学报), 27 (1): 171—181

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