在过去的100年里,人类驱动因素对南非草原和稀树草原环境的火灾制度的影响

IF 1.4 4区 环境科学与生态学 Q3 ECOLOGY
J. Puttick, M. Timm Hoffman, T. O’Connor
{"title":"在过去的100年里,人类驱动因素对南非草原和稀树草原环境的火灾制度的影响","authors":"J. Puttick, M. Timm Hoffman, T. O’Connor","doi":"10.2989/10220119.2022.2033322","DOIUrl":null,"url":null,"abstract":"Fire is a key regulator of tree cover in grassy ecosystems, but century-long changes in fire regimes have not been explicitly quantified in South Africa. This study aimed to determine changes in the fire regimes of South Africa’s grassy biomes over the past century in response to widespread human-induced changes. Using spatially explicit data, we employed random forest models to examine the importance of climatic and human drivers on the extent, frequency and intensity of fire. We then modelled how fire regimes are likely to have changed over the past century using historical trends in key human drivers (population growth, livestock density, road density and land cover change) as inputs. Results showed that human drivers, particularly land transformation and human population density, were important determinants of fire regime. Random forest predictions showed a decline in burnt area (mean of 10.5% in 1910 to 5.1% in 2020), and a shift to fire regimes with smaller burnt areas, longer fire return intervals and lower intensity fires over the past century, particularly in the mesic east. These dynamics have important implications for our understanding of the widespread increases in woody cover observed in the region over this period.","PeriodicalId":50841,"journal":{"name":"African Journal of Range & Forage Science","volume":"86 1","pages":"107 - 123"},"PeriodicalIF":1.4000,"publicationDate":"2022-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":"{\"title\":\"The effect of changes in human drivers on the fire regimes of South African grassland and savanna environments over the past 100 years\",\"authors\":\"J. Puttick, M. Timm Hoffman, T. O’Connor\",\"doi\":\"10.2989/10220119.2022.2033322\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Fire is a key regulator of tree cover in grassy ecosystems, but century-long changes in fire regimes have not been explicitly quantified in South Africa. This study aimed to determine changes in the fire regimes of South Africa’s grassy biomes over the past century in response to widespread human-induced changes. Using spatially explicit data, we employed random forest models to examine the importance of climatic and human drivers on the extent, frequency and intensity of fire. We then modelled how fire regimes are likely to have changed over the past century using historical trends in key human drivers (population growth, livestock density, road density and land cover change) as inputs. Results showed that human drivers, particularly land transformation and human population density, were important determinants of fire regime. Random forest predictions showed a decline in burnt area (mean of 10.5% in 1910 to 5.1% in 2020), and a shift to fire regimes with smaller burnt areas, longer fire return intervals and lower intensity fires over the past century, particularly in the mesic east. These dynamics have important implications for our understanding of the widespread increases in woody cover observed in the region over this period.\",\"PeriodicalId\":50841,\"journal\":{\"name\":\"African Journal of Range & Forage Science\",\"volume\":\"86 1\",\"pages\":\"107 - 123\"},\"PeriodicalIF\":1.4000,\"publicationDate\":\"2022-01-02\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"5\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"African Journal of Range & Forage Science\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://doi.org/10.2989/10220119.2022.2033322\",\"RegionNum\":4,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ECOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"African Journal of Range & Forage Science","FirstCategoryId":"93","ListUrlMain":"https://doi.org/10.2989/10220119.2022.2033322","RegionNum":4,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECOLOGY","Score":null,"Total":0}
引用次数: 5

摘要

火灾是草地生态系统中树木覆盖的关键调节因素,但在南非,一个世纪以来火灾制度的变化尚未得到明确的量化。这项研究旨在确定在过去的一个世纪中,南非草地生物群落的火情变化对广泛的人类引起的变化的响应。利用空间明确的数据,我们采用随机森林模型来检验气候和人类驱动因素对火灾范围、频率和强度的重要性。然后,我们利用关键人类驱动因素(人口增长、牲畜密度、道路密度和土地覆盖变化)的历史趋势作为输入,模拟了过去一个世纪以来火灾状况可能发生的变化。结果表明,人类驱动因素,特别是土地改造和人口密度,是影响火情的重要因素。随机森林预测显示,在过去的一个世纪里,被烧毁的面积减少了(1910年平均为10.5%,到2020年为5.1%),并转向了被烧毁面积更小、火灾回火间隔更长、火灾强度更低的火灾制度,特别是在东部中部。这些动态对我们理解这一时期该地区观察到的广泛增加的木质覆盖具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The effect of changes in human drivers on the fire regimes of South African grassland and savanna environments over the past 100 years
Fire is a key regulator of tree cover in grassy ecosystems, but century-long changes in fire regimes have not been explicitly quantified in South Africa. This study aimed to determine changes in the fire regimes of South Africa’s grassy biomes over the past century in response to widespread human-induced changes. Using spatially explicit data, we employed random forest models to examine the importance of climatic and human drivers on the extent, frequency and intensity of fire. We then modelled how fire regimes are likely to have changed over the past century using historical trends in key human drivers (population growth, livestock density, road density and land cover change) as inputs. Results showed that human drivers, particularly land transformation and human population density, were important determinants of fire regime. Random forest predictions showed a decline in burnt area (mean of 10.5% in 1910 to 5.1% in 2020), and a shift to fire regimes with smaller burnt areas, longer fire return intervals and lower intensity fires over the past century, particularly in the mesic east. These dynamics have important implications for our understanding of the widespread increases in woody cover observed in the region over this period.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
African Journal of Range & Forage Science
African Journal of Range & Forage Science ECOLOGY-ENVIRONMENTAL SCIENCES
CiteScore
4.00
自引率
14.30%
发文量
35
审稿时长
>12 weeks
期刊介绍: The African Journal of Range & Forage Science is the leading rangeland and pastoral journal in Africa. The Journal is dedicated to publishing quality original material that advances rangeland ecology and pasture management. The journal aims to publish research of international importance from any region, but as an African journal, we are particularly interested in research from Africa and relevant to the continent. The Journal promotes both science and its application and authors are encouraged to explicitly identify the practical implications of their work. Peer-reviewed research papers and research notes deal primarily with all aspects of rangeland and pasture ecology and management, including the ecophysiology and biogeochemistry of rangelands and pastures, terrestrial plant–herbivore interactions (both domestic and wild), rangeland assessment and monitoring, effects of climate change on rangelands, rangeland and pasture management, rangeland rehabilitation, ecosystem services in support of production, conservation and biodiversity goals, and the identification and development of intensive and semi-intensive pasture and forage resources to meet livestock production needs. Articles highlighting transdisciplinary linkages among biophysical and social sciences that support management, policy and societal values are particularly encouraged. The Journal includes relevant book reviews and invited perspectives that contribute to the development of range and forage science. Letters to the editor that debate issues raised in the Journal are acceptable. The African Journal of Range & Forage Science is the official journal of the Grassland Society of Southern Africa.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信