Developing tree volume equation for Parkia timoriana grown in home gardens and shifting cultivation areas of North-East India

IF 1.1 Q4 ENVIRONMENTAL STUDIES Forests, Trees and Livelihoods Pub Date : 2019-05-30 DOI:10.1080/14728028.2019.1624200
Uttam Thangjam, U. Sahoo, Pentile Thong, G. Sileshi
{"title":"Developing tree volume equation for Parkia timoriana grown in home gardens and shifting cultivation areas of North-East India","authors":"Uttam Thangjam, U. Sahoo, Pentile Thong, G. Sileshi","doi":"10.1080/14728028.2019.1624200","DOIUrl":null,"url":null,"abstract":"ABSTRACT Parkia timoriana (DC.) Merr. is an economically important agroforestry tree species grown in home gardens and shifting cultivation areas throughout the North-eastern states of India. This study aimed to establish a best fit volume model to facilitate estimation of biomass and carbon stock of the species without destructive sampling. Stem volumes of 360 trees representing 12 populations were estimated, and the data were used to develop 19 volume models involving diameter at breast height (D) and height (H). These models were then subjected to statistical test, and then cross-validated to select the best fitting model. The coefficient of determination (R2), root mean square error (RMSE), mean absolute deviation (MAD) and Akaike’s Information Criterion (AIC) were used for model selection, and scattered plot with residuals along with paired t-test were used for validation of the resultant models. Among the models compared, V = 0.12500–2.40265D + 21.43248D2 was found to be the best using single independent variable (D), while V = 0.03177 + 1.032D2H was the best model among the models with two independent variables (D and H). These two models gave high accuracy and hence can be used for future referencing.","PeriodicalId":12422,"journal":{"name":"Forests, Trees and Livelihoods","volume":"28 1","pages":"227 - 239"},"PeriodicalIF":1.1000,"publicationDate":"2019-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1080/14728028.2019.1624200","citationCount":"12","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Forests, Trees and Livelihoods","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/14728028.2019.1624200","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"ENVIRONMENTAL STUDIES","Score":null,"Total":0}
引用次数: 12

Abstract

ABSTRACT Parkia timoriana (DC.) Merr. is an economically important agroforestry tree species grown in home gardens and shifting cultivation areas throughout the North-eastern states of India. This study aimed to establish a best fit volume model to facilitate estimation of biomass and carbon stock of the species without destructive sampling. Stem volumes of 360 trees representing 12 populations were estimated, and the data were used to develop 19 volume models involving diameter at breast height (D) and height (H). These models were then subjected to statistical test, and then cross-validated to select the best fitting model. The coefficient of determination (R2), root mean square error (RMSE), mean absolute deviation (MAD) and Akaike’s Information Criterion (AIC) were used for model selection, and scattered plot with residuals along with paired t-test were used for validation of the resultant models. Among the models compared, V = 0.12500–2.40265D + 21.43248D2 was found to be the best using single independent variable (D), while V = 0.03177 + 1.032D2H was the best model among the models with two independent variables (D and H). These two models gave high accuracy and hence can be used for future referencing.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
印度东北部家庭花园和转移种植区生长的金合欢树体积方程的建立
摘要:蒂莫里安娜。是一种经济上重要的农林树种,生长在印度东北部各州的家庭花园和轮作区。本研究旨在建立一个最适合的体积模型,以便于在没有破坏性采样的情况下估计该物种的生物量和碳储量。估计了代表12个种群的360棵树的树干体积,并使用这些数据开发了19个体积模型,涉及乳高(D)和高度(H)的直径。然后对这些模型进行统计测试,然后进行交叉验证,以选择最适合的模型。确定系数(R2)、均方根误差(RMSE)、平均绝对偏差(MAD)和Akaike信息准则(AIC)用于模型选择,残差散点图和配对t检验用于验证所得模型。在比较的模型中,V=0.12500–2.40265D+21.43248D2是使用单个自变量(D)的最佳模型,而V=0.03177+1.032D2H是使用两个自变量(D和H)的模型中的最佳模型。这两个模型具有很高的精度,因此可以用于未来的参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Forests, Trees and Livelihoods
Forests, Trees and Livelihoods Agricultural and Biological Sciences-Forestry
CiteScore
2.20
自引率
0.00%
发文量
14
期刊介绍: Forests, Trees and Livelihoods originated in 1979 under the name of the International Tree Crops Journal and adopted its new name in 2001 in order to reflect its emphasis on the diversity of tree based systems within the field of rural development. It is a peer-reviewed international journal publishing comments, reviews, case studies, research methodologies and research findings and articles on policies in this general field in order to promote discussion, debate and the exchange of information and views in the main subject areas of.
期刊最新文献
Perception of agroforestry practices and factors influencing adoption among shifting cultivators in Tripura, India Livelihood benefits and challenges of Acacia decurrens -based agroforestry system in Awi Zone highlands, Northwest Ethiopia The role of learning sources in familiarity with conservation programs: the gendered case of family forest landowners in Georgia, United States Influence of a plant growth booster on the growth and quality parameters of Juniperus polycarpos seedlings under nursery conditions Ailanthus excelsa Roxb. in India: A multipurpose “tree of Heaven” for semi-arid regions
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1