2007 - 2021年牙买加国内作物年产量和种植面积Shannon指数时间序列分析

Videsh S. Jagroo, Annika Minott, Lisa James
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摘要

-本文旨在使用Shannon-Wiener指数确定2007年至2021年牙买加作物产量和收获面积方面的农业非树木作物多样化。计算香农指数以确定全国和教区的多样化程度。对转换后的数据集进行了时间序列分析,并使用线性和二次模型计算了全国产量和收获面积的十年预测。Shannon指数的两个变量,即数量和丰度,分别被分类为作物数量和收获面积百分比,并与每个教区的收获面积和产量的Shannon指数进行回归。在全国范围内,产量和收获面积的香农指数呈下降趋势。这表明,如果不进行干预,作物产量和收获面积将减少。此外,除特里罗尼、波特兰和圣安以外,所有教区的作物产量和收获面积都很多样化。尽管大多数教区的香农指数中高,但他们的预测显示,未来10年,除了波特兰、金斯顿和圣安德鲁以外,生产多样化程度有所下降。除波特兰、金斯顿、圣安德鲁、圣凯瑟琳和圣伊丽莎白外,所有教区的收获面积多样化程度均有所下降。Clarendon和St James的Shannon产量和收获面积指数回归显著,但随着收获面积百分比的增加,Shannon指数下降,这表明随着农业用地的增加,生产和收获面积的多样性仍在下降。仅对St James来说,作物数量的增加会导致产量和收获面积的Shannon指数的增加,这意味着随着作物数量的增加,生产和收获面积的多样化也会增加。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Time Series Analysis Using Shannon Index of Annual Domestic Crop Production and Area Planted in Jamaica from 2007 to 2021
- This paper aims to determine agricultural non-tree crop diversification with respect to crop production and area reaped in Jamaica from 2007 to 2021 using the Shannon-Wiener index. Shannon Index was calculated to determine diversification nationally and by parish. Time series analysis was done for the resulting transformed dataset and ten-year forecasts computed for national production and area reaped using linear and quadratic models. Two variables of the Shannon index, namely quantity and abundance, classified as the number of crops and the percent area reaped respectively, were regressed against the Shannon indices of area reaped and production for each parish. At the national level, a decreasing trend was unveiled for the Shannon indices for production and area reaped. This indicates that crop production and area reaped will suffer a decrease in diversification without intervention. Additionally, all parishes with the exception of Trelawny, Portland and St. Ann were diverse in crop production and area reaped. Despite moderate to high Shannon indices in most parishes, their forecasts showed decreases in production diversification in the next 10 years except for Portland, and Kingston and St Andrew which showed increase. All parishes showed decrease in diversification in area reaped with the exception of Portland, Kingston and St Andrew, St Catherine, and St Elizabeth. Regressions for Clarendon and St James were significant for the Shannon indices of production and area reaped however they showed decrease in the Shannon indices for an increase in percent area reaped implying that as agricultural land usage is increasing, the diversities in production and area reaped are still decreasing. For St James only, increasing in the number of crops will result in an increase in the Shannon indices for production and area reaped implying that as the number of crops increases, the diversification of production and area reaped increases.
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