Change detection (1985-2020): Projections on land-use land cover, carbon storage, sequestration, and valuation in Southwestern Gambia

IF 2.3 Q3 ENVIRONMENTAL SCIENCES Sustainable Environment Pub Date : 2021-01-01 DOI:10.1080/23311843.2021.1875556
Nfamara K. Dampha
{"title":"Change detection (1985-2020): Projections on land-use land cover, carbon storage, sequestration, and valuation in Southwestern Gambia","authors":"Nfamara K. Dampha","doi":"10.1080/23311843.2021.1875556","DOIUrl":null,"url":null,"abstract":"ABSTRACT This study assesses land-use/land cover (LULC) change in the southwestern region of The Gambia, using remotely sensed satellite imagery. Using a geographic information system (GIS) software, I conducted a pixel-based supervised LULC classification applying the Random Forest Algorithm. I further used the classified LULC maps as part of the input parameters required to run the Integrated Valuation of Ecosystem Services and Tradeoffs (InVEST) Carbon Storage and Sequestration model. This study attributes the critical drivers of LULC change to deforestation, urbanization, industrial expansion, real estate development, climate change impacts, timber extraction, migration, and population density. Some of the factors are necessary for economic growth but not suitable for sustainable growth or development. The analysis reveals a forest cover loss of 22,408 ha (18% decrease) from 1985 to 2020 in the study area. The deforestation and other LULC changes between 2003 and 2020 have contributed to 21,824 metric tons of carbon emissions. The carbon loss is equivalent to an economic value ranging from US$521,526 to US$6,899,830. The study also presents three LULC projection (2020–2050) scenarios, namely, a business-as-usual (BAU), a new capital city (NCC) development, and a sustainability (SUST) pathway. Consideration of the study recommendations will minimize deforestation, increase carbon sequestration rate, support climate change mitigation, and provide adaptation co-benefits (e.g. urban flood mitigation).","PeriodicalId":29858,"journal":{"name":"Sustainable Environment","volume":"16 1","pages":""},"PeriodicalIF":2.3000,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sustainable Environment","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1080/23311843.2021.1875556","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 6

Abstract

ABSTRACT This study assesses land-use/land cover (LULC) change in the southwestern region of The Gambia, using remotely sensed satellite imagery. Using a geographic information system (GIS) software, I conducted a pixel-based supervised LULC classification applying the Random Forest Algorithm. I further used the classified LULC maps as part of the input parameters required to run the Integrated Valuation of Ecosystem Services and Tradeoffs (InVEST) Carbon Storage and Sequestration model. This study attributes the critical drivers of LULC change to deforestation, urbanization, industrial expansion, real estate development, climate change impacts, timber extraction, migration, and population density. Some of the factors are necessary for economic growth but not suitable for sustainable growth or development. The analysis reveals a forest cover loss of 22,408 ha (18% decrease) from 1985 to 2020 in the study area. The deforestation and other LULC changes between 2003 and 2020 have contributed to 21,824 metric tons of carbon emissions. The carbon loss is equivalent to an economic value ranging from US$521,526 to US$6,899,830. The study also presents three LULC projection (2020–2050) scenarios, namely, a business-as-usual (BAU), a new capital city (NCC) development, and a sustainability (SUST) pathway. Consideration of the study recommendations will minimize deforestation, increase carbon sequestration rate, support climate change mitigation, and provide adaptation co-benefits (e.g. urban flood mitigation).
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
变化探测(1985-2020):冈比亚西南部土地利用、土地覆盖、碳储存、固存和价值预测
本研究利用遥感卫星图像评估了冈比亚西南部地区土地利用/土地覆盖(LULC)的变化。利用地理信息系统(GIS)软件,应用随机森林算法进行了基于像素的监督式LULC分类。我进一步使用分类的LULC地图作为运行生态系统服务和权衡综合评估(InVEST)碳储存和封存模型所需的输入参数的一部分。研究认为,森林砍伐、城市化、工业扩张、房地产开发、气候变化影响、木材开采、移民和人口密度是影响土地利用价值变化的关键因素。有些因素是经济增长所必需的,但不适合可持续增长或发展。分析显示,从1985年到2020年,研究地区的森林覆盖面积减少了22,408公顷(减少18%)。2003年至2020年间,森林砍伐和其他LULC变化造成了21,824公吨的碳排放。碳损失相当于521,526美元至6,899,830美元的经济价值。该研究还提出了三种LULC预测(2020-2050)情景,即照常经营(BAU)、新首都(NCC)发展和可持续发展(SUST)途径。审议研究报告的建议将最大限度地减少森林砍伐,提高碳固存率,支持减缓气候变化,并提供适应的共同效益(例如,减缓城市洪水)。
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
Sustainable Environment
Sustainable Environment ENVIRONMENTAL SCIENCES-
CiteScore
4.40
自引率
4.30%
发文量
21
期刊最新文献
Exploring loss and damage from climate change and global perspectives that influence response mechanism in vulnerable communities Exploring knowledge, attitudes and practices of farmers at the edge of Budongo forest on agrochemicals usage Pesticides in use, their application and risks on human health and ecosystems: A case of Fogera District, Ethiopia Hidden hazards in urban soils: A meta-analysis review of global heavy metal contamination (2010-2022), sources and its Ecological and health consequences Do innovation, financial development and institutional quality matter in managing carbon risk?
×
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