Canopy leaf area index for apple tree using hemispherical photography in arid region

被引:34
|
作者
Liu, Chunwei [1 ,2 ]
Kang, Shaozhong [2 ]
Li, Fusheng [3 ]
Li, Sien [2 ]
Du, Taisheng [2 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Coll Appl Meteorol, Jiangsu Prov Key Lab Agr Meteorol, Nanjing 210044, Jiangsu, Peoples R China
[2] China Agr Univ, Ctr Agr Water Res China, Beijing 100083, Peoples R China
[3] Guangxi Univ, Coll Agr, Nanning 530005, Guangxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Analysis software; Apple orchard; Canopy structure; Gap fraction; Hemispherical image; Leaf area index; FULLFRAME FISHEYE PHOTOGRAPHY; EUCALYPT FOREST; BOREAL FORESTS; COVER; ORCHARD; SENSORS; BIOMASS; FOLIAGE; LEAVES; CROPS;
D O I
10.1016/j.scienta.2013.10.009
中图分类号
S6 [园艺];
学科分类号
0902 ;
摘要
The hemispherical images of apple orchard were collected using fisheye lens in 2010 and then respectively analyzed by the methods of Bonhom, 2000, 2000G, sphere, ellipse, LAI 2000-3 rings, LAI 2000-4 rings and Miller to obtain leaf area index (LAI), plant area index (PAD, gap fraction, leaf inclination angle and clumping index in an arid region of northwest China. Results show that during DOY (day of year) 202-237 (at flourish stage), the estimated LAI by logarithmic ellipse method and PAI by LAI 2000-4 rings method were 1.96 and 1.95 m(2) m(-2), respectively, which were close to the direct LAI (1.85 m(2) m(-2)). However, the direct LAI was higher than the estimated LAI from ellipse method of Hemiview (1.59 m(2) m(-2)) and lower than the estimated PAI from gap fraction analysis method of Photoshop (2.67 m(2) m(-2)). Thus the methods of logarithmic ellipse and the LAI 2000-4 rings were used to estimate the LAI (PAI) from hemispherical images. And the estimated LAI by the methods of logarithmic ellipse and the LAI 2000-4 rings were used to analyze seasonal variations of canopy parameters. LAI increased rapidly at leaf expanding stage and then maintained at high level from the vigorous to harvest stage. Canopy gap fraction in the south side was similar to that in the north side. The leaf inclination angle tended horizontally to receive more radiation with the development of apple growth. In addition, the estimated LAI from hemispherical images using the methods of logarithmic ellipse and LAI 2000-4 rings was accurate even without calibrating clumping index. Thus the estimated canopy parameters from hemispherical images using the methods of logarithmic ellipse and LAI 2000-4 rings can be used for the modeling of evapotranspiration. (C) 2013 Published by Elsevier B.V.
引用
收藏
页码:610 / 615
页数:6
相关论文
共 50 条
  • [21] Digital Cover Photography for Estimating Leaf Area Index (LAI) in Apple Trees Using a Variable Light Extinction Coefficient
    Poblete-Echeverria, Carlos
    Fuentes, Sigfredo
    Ortega-Farias, Samuel
    Gonzalez-Talice, Jaime
    Yuri, Jose Antonio
    SENSORS, 2015, 15 (02): : 2860 - 2872
  • [22] Empirical models for tracing seasonal changes in leaf area index in deciduous broadleaf forests by digital hemispherical photography
    Liu, Zhili
    Wang, Chuankuan
    Chen, Jing M.
    Wang, Xingchang
    Jin, Guangze
    FOREST ECOLOGY AND MANAGEMENT, 2015, 351 : 67 - 77
  • [23] On improving the accuracy of digital hemispherical photography measurements of seasonal leaf area index variation in deciduous broadleaf forests
    Liu, Zhili
    Wang, Xingchang
    Chen, Jing M.
    Wang, Chuankuan
    Jin, Guangze
    CANADIAN JOURNAL OF FOREST RESEARCH, 2015, 45 (06) : 721 - 731
  • [24] Comparative Evaluation of Algorithms for Leaf Area Index Estimation from Digital Hemispherical Photography through Virtual Forests
    Liu, Jing
    Li, Longhui
    Akerblom, Markku
    Wang, Tiejun
    Skidmore, Andrew
    Zhu, Xi
    Heurich, Marco
    REMOTE SENSING, 2021, 13 (16)
  • [25] Review of methods for in situ leaf area index determination - Part I. Theories, sensors and hemispherical photography
    Jonckheere, I
    Fleck, S
    Nackaerts, K
    Muys, B
    Coppin, P
    Weiss, M
    Baret, F
    AGRICULTURAL AND FOREST METEOROLOGY, 2004, 121 (1-2) : 19 - 35
  • [26] Estimation of leaf area index in eucalypt forest using digital photography
    Macfarlane, Craig
    Hoffman, Megan
    Eamus, Derek
    Kerp, Naomi
    Higginson, Simon
    McMurtrie, Ross
    Adams, Mark
    AGRICULTURAL AND FOREST METEOROLOGY, 2007, 143 (3-4) : 176 - 188
  • [27] Estimation of Paddy Rice Leaf Area Index Using Digital Photography
    Ge, Yunjian
    Liu, Zhenbo
    Chen, Jian
    Sun, Tao
    2014 7TH INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING (CISP 2014), 2014, : 681 - 686
  • [28] Retrieval of leaf area index from top-of-canopy digital photography over agricultural crops
    Liu, Jiangui
    Pattey, Elizabeth
    AGRICULTURAL AND FOREST METEOROLOGY, 2010, 150 (11) : 1485 - 1490
  • [29] The computation of foliage clumping index using hemispherical photography
    Gonsamo, Alemu
    Pellikka, Petri
    AGRICULTURAL AND FOREST METEOROLOGY, 2009, 149 (10) : 1781 - 1787
  • [30] Uncertainty in the evaluation of photosynthetic canopy traits using the green leaf area index
    Gitelson, Anatoly
    Inoue, Yoshio
    Arkebauer, Timothy
    Schlemmer, Michael
    Schepers, James
    AGRICULTURAL AND FOREST METEOROLOGY, 2022, 320