Fruit-based allometry of Strychnos madagascariensis and S. spinosa (Loganiaceae) in the savannah woodlands of the Umhlabuyalingana municipality, KwaZulu-Natal, South Africa

被引:20
作者
Akweni, Arindo Lukawu [1 ,2 ]
Sibanda, Sifiso [1 ]
Zharare, Godfrey Elijah [1 ]
Zimudzi, Clemence [3 ]
机构
[1] Univ Zululand, Fac Sci & Agr, Dept Agr, Kwa Zulu, South Africa
[2] Univ Kinshasa, Fac Agron Sci, Dept Forestry, Kinshasa, DEM REP CONGO
[3] Univ Zimbabwe, Fac Sci, Dept Biol Sci, Harare, Zimbabwe
来源
TREES FORESTS AND PEOPLE | 2020年 / 2卷
基金
芬兰科学院; 新加坡国家研究基金会;
关键词
Allometric equation; Fruit biomass; Prediction error; ABOVEGROUND BIOMASS; NUTRITION SECURITY; ERROR PROPAGATION; TROPICAL FORESTS; FOLIAGE BIOMASS; TREE ALLOMETRY; EQUATIONS; WEIGHT;
D O I
10.1016/j.tfp.2020.100025
中图分类号
S7 [林业];
学科分类号
0829 ; 0907 ;
摘要
Savannah woodlands of South Africa are dominated by fruit tree species that have a potential for commercial harvest from the wild. However, allometric equations that enable the quantification of fruit biomass of trees are non-existent. The aim of this study was to develop fruit-based allometric equations for Strychnos madagascariensis and S. spinosa species. A total of 80 trees were selected by applying a stratified sampling approach according to four stem diameter classes during fruit ripening period. For each tree, the following parameters were measured: fruit biomass, diameter at breast height (DBH), canopy diameter, and total height. Six forms of the allometric models were fitted to the data using ordinary least squares method. The Akaike information criterion was used to select the best models and the Root Mean Squared Error (RMSE) was used to evaluate the quality of the predictions. DBH was the only appropriate variable in the prediction of the fruit biomass and explained 99.9% of the variation in fruit biomass. The simple linear regressions linking the DBH (in cm) to the total fresh fruit biomass (FB; in kg) were the best models and were expressed by (1) FB = 1.0243 xDBH(1.1841); and (2) FB = 1.0297 xDBH(1.1956); respectively for Strychnos madagascariensis and Strychnos spinosa. These equations provided realistic predictions of fresh fruit biomass. They induced on average a prediction error of 5.4 kg on the total fresh fruit biomass of a tree. Larger trees (DBH > 25 cm for S. madagascariensis; DBH > 11 cm for S. spinosa) were more susceptible to fruit biomass prediction errors than smaller trees. This study showed that simple linear regression basing on DBH is the best approach to estimate fresh fruit biomass of trees in savannah woodlands.
引用
收藏
页数:8
相关论文
共 61 条
[1]   NEW LOOK AT STATISTICAL-MODEL IDENTIFICATION [J].
AKAIKE, H .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1974, AC19 (06) :716-723
[2]  
Alemdag I., 1981, EQUATIONS MASSE PORT
[3]   Growing tall vs growing wide:: tree architecture and allometry of Acacia karroo in forest, savanna, and arid environments [J].
Archibald, S ;
Bond, WJ .
OIKOS, 2003, 102 (01) :3-14
[4]   Allometry, adult stature and regeneration requirement of 65 tree species on Barro Colorado Island, Panama [J].
Bohlman, S ;
O'Brien, S .
JOURNAL OF TROPICAL ECOLOGY, 2006, 22 :123-136
[5]  
Boon R., 2010, POOLEYS TREES E S AF
[6]   Soil chronosequence development in dunes on the southeast African coastal plain, Maputaland, South Africa [J].
Botha, Greg ;
Porat, Naomi .
QUATERNARY INTERNATIONAL, 2007, 162 :111-132
[7]  
BROWN S, 1992, INTERCIENCIA, V17, P8
[8]   THE STORAGE AND PRODUCTION OF ORGANIC-MATTER IN TROPICAL FORESTS AND THEIR ROLE IN THE GLOBAL CARBON-CYCLE [J].
BROWN, S ;
LUGO, AE .
BIOTROPICA, 1982, 14 (03) :161-187
[9]  
BROWN S, 1989, FOREST SCI, V35, P881
[10]  
Campbell B., 1996, MIOMBO TRANSITION WO, DOI DOI 10.17528/CIFOR/000465