• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

利用InVEST模型和哨兵-2号卫星对森林地区碳储量进行地理空间制图:以加利西亚(西班牙西北部)为例

Geospatial mapping of carbon estimates for forested areas using the InVEST model and Sentinel-2: A case study in Galicia (NW Spain).

作者信息

García-Ontiyuelo Mario, Acuña-Alonso Carolina, Valero Enrique, Álvarez Xana

机构信息

University of Vigo, Agroforestry Group, School of Forestry Engineering, 36005, Pontevedra, Spain.

University of Vigo, Agroforestry Group, School of Forestry Engineering, 36005, Pontevedra, Spain; Centre for the Research and Technology of Agro-Environmental and Biological Sciences - CITAB, University of Trás-os-Montes and Alto Douro (UTAD), Ap. 1013, 5001-801 Vila Real, Portugal.

出版信息

Sci Total Environ. 2024 Apr 20;922:171297. doi: 10.1016/j.scitotenv.2024.171297. Epub 2024 Feb 27.

DOI:10.1016/j.scitotenv.2024.171297
PMID:38423322
Abstract

CO emissions have increased exponentially in recent years, so measuring and quantifying carbon sequestration is a step towards sustainable forest management and combating climate change. The overall goal of this study is to develop an accurate model for estimating carbon storage and sequestration for forest areas of the Atlantic Biogeographic Region. Specifically, the modelling and field sampling are carried out in the municipality of Baiona (Galicia, NW Spain), which was selected as a representative biome of this region. The methodology consists of carrying out two object-based image analysis (OBIA) classifications in spring and autumn to observe possible stocks of seasonal differences. Two carbon storage and sequestration models are built up (model 1 and model 2): model 1 for forest areas only and model 2 including all other land cover in the study area. Sentinel-2 geospatial data for 2021, Integrated Valuation of Ecosystem Services and Tradeoffs (InVEST) tools and geographic information systems (GIS) are used. A Kappa index of 0.92 is obtained for both classifications, thus ruling out any notable seasonal differences in the images used. The results from both models indicate that it is land covers associated with forest uses which store the most carbon in the study area, accounting for >50 % more than the other land covers. It is concluded that the methodology and data used are very useful for quantifying ecosystem services, which will help the governance of the region by implementing measures to mitigate some of the effects of climate change and help to create silvicultural models for the sustainable management of the Atlantic Biogeographic Region.

摘要

近年来,一氧化碳排放量呈指数级增长,因此测量和量化碳固存是迈向可持续森林管理和应对气候变化的重要一步。本研究的总体目标是开发一个准确的模型,用于估算大西洋生物地理区域森林面积的碳储存和固存。具体而言,建模和实地采样在巴约纳市(西班牙西北部加利西亚)进行,该市被选为该区域具有代表性的生物群落。该方法包括在春季和秋季进行两次基于对象的图像分析(OBIA)分类,以观察季节性差异的可能存量。建立了两个碳储存和固存模型(模型1和模型2):模型1仅适用于森林区域,模型2包括研究区域内的所有其他土地覆盖类型。使用了2021年的哨兵-2地理空间数据、生态系统服务综合价值评估(InVEST)工具和地理信息系统(GIS)。两种分类的卡帕指数均为0.92,因此排除了所用图像中存在任何明显季节性差异的可能性。两个模型的结果均表明,在研究区域内,与森林用途相关的土地覆盖类型储存的碳最多,比其他土地覆盖类型多50%以上。得出的结论是,所使用的方法和数据对于量化生态系统服务非常有用,这将有助于该地区通过实施措施减轻气候变化的一些影响来进行治理,并有助于创建大西洋生物地理区域可持续管理的造林模型。

相似文献

1
Geospatial mapping of carbon estimates for forested areas using the InVEST model and Sentinel-2: A case study in Galicia (NW Spain).利用InVEST模型和哨兵-2号卫星对森林地区碳储量进行地理空间制图:以加利西亚(西班牙西北部)为例
Sci Total Environ. 2024 Apr 20;922:171297. doi: 10.1016/j.scitotenv.2024.171297. Epub 2024 Feb 27.
2
Assessing the impact of land use land cover change on regulatory ecosystem services of subtropical scrub forest, Soan Valley Pakistan.评估土地利用/土地覆被变化对巴基斯坦索安山谷亚热带灌丛林监管生态系统服务的影响。
Sci Rep. 2022 Jun 16;12(1):10052. doi: 10.1038/s41598-022-14333-4.
3
Quantification and mapping of the supply of and demand for carbon storage and sequestration service in woody biomass and soil to mitigate climate change in the socio-ecological environment.量化和绘制木质生物质和土壤中碳储存和固存服务的供给和需求,以缓解社会-生态环境中的气候变化。
Sci Total Environ. 2018 May 15;624:342-354. doi: 10.1016/j.scitotenv.2017.12.033. Epub 2017 Dec 16.
4
Expressing carbon storage in economic terms: The case of the upper Omo Gibe Basin in Ethiopia.用经济术语表达碳储存:以埃塞俄比亚奥莫河吉贝流域上游为例。
Sci Total Environ. 2022 Feb 20;808:152166. doi: 10.1016/j.scitotenv.2021.152166. Epub 2021 Dec 5.
5
Future carbon emissions from global mangrove forest loss.全球红树林损失未来的碳排放。
Glob Chang Biol. 2021 Jun;27(12):2856-2866. doi: 10.1111/gcb.15571. Epub 2021 Mar 17.
6
Spatio-temporal and cumulative effects of land use-land cover and climate change on two ecosystem services in the Colombian Andes.土地利用-土地覆盖变化和气候变化对哥伦比亚安第斯山脉两种生态系统服务的时空及累积影响。
Sci Total Environ. 2019 Oct 1;685:1181-1192. doi: 10.1016/j.scitotenv.2019.06.275. Epub 2019 Jun 19.
7
Detecting peatland drains with Object Based Image Analysis and Geoeye-1 imagery.利用基于对象的图像分析和Geoeye-1卫星图像检测泥炭地排水系统。
Carbon Balance Manag. 2017 Dec;12(1):7. doi: 10.1186/s13021-017-0075-z. Epub 2017 Mar 9.
8
ForC: a global database of forest carbon stocks and fluxes.ForC:一个全球森林碳储量和通量数据库。
Ecology. 2018 Jun;99(6):1507. doi: 10.1002/ecy.2229. Epub 2018 Apr 27.
9
Land use/land cover change and ecosystem services in the Bagmati River Basin, Nepal.尼泊尔巴格马蒂河流域的土地利用/土地覆被变化与生态系统服务
Environ Monit Assess. 2021 Sep 15;193(10):651. doi: 10.1007/s10661-021-09441-z.
10
Integrated LiDAR-supported valuation of biomass and litter in forest ecosystems. A showcase in Spain.利用集成激光雷达技术对森林生态系统的生物量和凋落物进行综合评估。西班牙的一个案例研究。
Sci Total Environ. 2023 Nov 1;897:165364. doi: 10.1016/j.scitotenv.2023.165364. Epub 2023 Jul 9.

引用本文的文献

1
Assessment of carbon stocks and influencing factors in terrestrial ecosystems based on surface area.基于表面积的陆地生态系统碳储量及其影响因素评估
iScience. 2024 Nov 19;27(12):111431. doi: 10.1016/j.isci.2024.111431. eCollection 2024 Dec 20.