Potential Coffee Distribution in a Central-Western Region of Mexico

IF 1.7 Q3 ECOLOGY Ecologies Pub Date : 2023-04-03 DOI:10.3390/ecologies4020018
Armando Avalos Jiménez, Susana María Lorena Marceleño Flores, Oyolsi Nájera González, Fernando Flores Vilchez
{"title":"Potential Coffee Distribution in a Central-Western Region of Mexico","authors":"Armando Avalos Jiménez, Susana María Lorena Marceleño Flores, Oyolsi Nájera González, Fernando Flores Vilchez","doi":"10.3390/ecologies4020018","DOIUrl":null,"url":null,"abstract":"Currently, there is a world coffee production crisis which has been attributed, among other factors, to the COVID-19 pandemic that affected the development of productive agricultural activities. In this scenario, Mexico is in a declining situation by showing a reduction in coffee production areas in recent years. Therefore, it is necessary to promote actions that contribute to the recovery of the resource, particularly in the states with agricultural potential. In the present work, the potentially suitable areas for coffee cultivation are identified through the application of tools that allow for characterizing the biophysical conditions that define the current spatial distribution and, from the analysis of these characteristics, generate a Potential Distribution Model (PDM) of the suitable zones for coffee production. The methodology was developed through the application of the Maximum Entropy (MaxEnt) algorithm, starting with the collection and preparation of coffee presence records, followed by a correlation analysis and identification of significant variables, the subsequent execution of the model in various configurations to observe the contribution of each variable through a jackknife test, and finally validation of the model with a random sample selection of 30%, to achieve an AUC of 0.98 and TSS of 0.96. The present model was able to identify and quantify the environmentally suitable zones for coffee production, highlighting the regions with ideal potential for the specie. These results are intended to serve as a basis for the generation of planning strategies aimed at managing, improving, and increasing coffee production areas, as well as being used to establish biological corridors to promote biodiversity, conservation, and alternative economic activities such as tourism and furthermore for future work on the analysis of production scenarios and impacts of climate change. It is concluded that 30% of Nayarit’s territory has ideal conditions for coffee cultivation, especially the region delimited by the municipalities of Tepic and Xalisco, the eastern zone of Compostela, and the southwest of San Blas, which should be considered as a Priority Conservation Area (APC) for coffee cultivation in the state.","PeriodicalId":72866,"journal":{"name":"Ecologies","volume":" ","pages":""},"PeriodicalIF":1.7000,"publicationDate":"2023-04-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Ecologies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3390/ecologies4020018","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Currently, there is a world coffee production crisis which has been attributed, among other factors, to the COVID-19 pandemic that affected the development of productive agricultural activities. In this scenario, Mexico is in a declining situation by showing a reduction in coffee production areas in recent years. Therefore, it is necessary to promote actions that contribute to the recovery of the resource, particularly in the states with agricultural potential. In the present work, the potentially suitable areas for coffee cultivation are identified through the application of tools that allow for characterizing the biophysical conditions that define the current spatial distribution and, from the analysis of these characteristics, generate a Potential Distribution Model (PDM) of the suitable zones for coffee production. The methodology was developed through the application of the Maximum Entropy (MaxEnt) algorithm, starting with the collection and preparation of coffee presence records, followed by a correlation analysis and identification of significant variables, the subsequent execution of the model in various configurations to observe the contribution of each variable through a jackknife test, and finally validation of the model with a random sample selection of 30%, to achieve an AUC of 0.98 and TSS of 0.96. The present model was able to identify and quantify the environmentally suitable zones for coffee production, highlighting the regions with ideal potential for the specie. These results are intended to serve as a basis for the generation of planning strategies aimed at managing, improving, and increasing coffee production areas, as well as being used to establish biological corridors to promote biodiversity, conservation, and alternative economic activities such as tourism and furthermore for future work on the analysis of production scenarios and impacts of climate change. It is concluded that 30% of Nayarit’s territory has ideal conditions for coffee cultivation, especially the region delimited by the municipalities of Tepic and Xalisco, the eastern zone of Compostela, and the southwest of San Blas, which should be considered as a Priority Conservation Area (APC) for coffee cultivation in the state.
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
墨西哥中西部地区潜在的咖啡分布
目前,世界咖啡生产出现危机,除其他因素外,这是由于新冠肺炎疫情影响了农业生产活动的发展。在这种情况下,墨西哥的咖啡生产面积近年来有所减少,因此情况正在恶化。因此,有必要促进有助于资源回收的行动,特别是在有农业潜力的州。在本工作中,通过应用工具来确定潜在的咖啡种植适宜区域,这些工具可以表征定义当前空间分布的生物物理条件,并通过对这些特征的分析,生成咖啡生产适宜区域的潜在分布模型(PDM)。该方法是通过应用最大熵(MaxEnt)算法开发的,从收集和准备咖啡存在记录开始,然后对重要变量进行相关性分析和识别,随后在各种配置中执行模型,以通过jackknife测试观察每个变量的贡献,最后用30%的随机样本选择对模型进行验证,以实现0.98的AUC和0.96的TSS。目前的模型能够识别和量化咖啡生产的环境适宜区域,突出了该物种具有理想潜力的区域。这些成果旨在为制定旨在管理、改善和增加咖啡生产区的规划战略奠定基础,并用于建立生物走廊,以促进生物多样性、保护,以及旅游业等替代经济活动,以及未来分析生产情景和气候变化影响的工作。得出的结论是,纳亚里特30%的领土具有理想的咖啡种植条件,特别是由特皮克市和哈利斯科市、孔波斯特拉东部地区和圣布拉斯西南部界定的地区,应被视为该州咖啡种植的优先保护区。
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
CiteScore
1.80
自引率
0.00%
发文量
0
期刊最新文献
Comparisons of Twelve Freshwater Mussel Bed Assemblages Quantitatively Sampled at a 15-year Interval in the Buffalo National River, Arkansas, USA Assessing the Impacts of Climate Change on the At-Risk Species Anaxyrus microscaphus (The Arizona Toad): A Local and Range-Wide Habitat Suitability Analysis Effects of Environmental Factors on Plant Productivity in the Mountain Grassland of the Mountain Zebra National Park, Eastern Cape, South Africa Soil Conditioning and Neighbor Identity Influence on Cycas Seedling Performance Artificial Light at Night (ALAN) Influences Understory Plant Traits through Ecological Processes: A Two-Year Experiment in a Rubber Plantation in China
×
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