绘制哥伦比亚山区泥炭地的分布和状况,促进可持续生态系统管理

IF 8.4 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES
Patrick Nicolás Skillings-Neira , Juan C. Benavides , Michael J. Battaglia , Rodney A. Chimner , Laura Bourgeau-Chavez , Craig Wayson , Randall Kolka , Erik A. Lilleskov
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引用次数: 0

摘要

哥伦比亚的高山泥炭地在水调节、储存大量碳方面发挥着至关重要的作用,但对它们的研究和威胁仍然很少。缺乏全面的全国泥炭地地图妨碍了有效的管理。我们的目标是为哥伦比亚创建全国山地泥炭地地图,评估泥炭地分布,量化退化的牧场泥炭地,并评估山地泥炭地土壤顶部40厘米的土壤碳百分比和体积密度。我们使用现场验证、Sentinel-2图像、SAR数据和地形变量作为随机森林分类器的输入,开发并比较了三幅国家比例尺地图,每幅地图都反映了研究区域的不同分组。分区域地图将四个较小的分区域单独分类并合并,区域地图将两个较大的区域分组,国家地图将整个研究区域分类。我们绘制了480万公顷的地图,发现泥炭地约占22.5万至25万公顷。大约13-15%是牧场泥炭地,即使在保护区内,也有7-8%受到了干扰。40厘米以下的土壤分析显示,未受干扰的泥炭地的碳含量一直很高,而牧场泥炭地的碳含量较低,体积密度较高,这表明排水和牲畜造成的有害影响。这些发现强调,迫切需要有针对性的保护和恢复,以减少温室气体排放,保护水资源,并加强气候减缓战略。未来的研究应该改进泥炭地深度估计,以提高泥炭地碳储量评估的准确性,利用所有三种地图来改进存在重大差异的地区的培训数据,并利用新兴技术更好地检测未计算的泥炭地退化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mapping the distribution and condition of mountain peatlands in Colombia for sustainable ecosystem management
High mountain peatlands in Colombia play a crucial role in water regulation, store significant carbon, and yet remain poorly studied and threatened. The lack of a comprehensive national peatland map hinders effective management. Our objectives were to create a national mountain peatland map for Colombia, assess peatland distribution, quantify degraded pasture peatlands, and evaluate soil carbon percentages and bulk density in the top 40 cm of mountain peatlands soils. We developed and compared three national-scale maps using field validation, Sentinel-2 imagery, SAR data, and topographic variables as inputs to a Random Forest classifier, each reflecting a different grouping of the study area. The Subregional map classifies four smaller subregions individually and merges them, the Regional groups two larger regions, and the National classifies the entire study area. Mapping 4.8 million hectares, we found peatlands occupy approximately 225,000 to 250,000 ha. About 13–15% are pasture peatlands, even within protected areas, 7–8% have been disturbed. Soil analyses up to 40 cm show consistently high carbon percentage in undisturbed peatlands, whereas pasture peatlands exhibit lower carbon and higher bulk density, revealing detrimental effects caused by drainage and livestock. These findings underscore the urgent need for targeted conservation and restoration to reduce greenhouse gas emissions, protect water resources, and strengthen climate mitigation strategies. Future research should refine peatland depth estimates to enhance the accuracy of peatland carbon stock assessments, leverage all three maps to improve training data in areas with substantial discrepancies, and use emerging technologies to better detect unaccounted peatland degradation.
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来源期刊
Journal of Environmental Management
Journal of Environmental Management 环境科学-环境科学
CiteScore
13.70
自引率
5.70%
发文量
2477
审稿时长
84 days
期刊介绍: The Journal of Environmental Management is a journal for the publication of peer reviewed, original research for all aspects of management and the managed use of the environment, both natural and man-made.Critical review articles are also welcome; submission of these is strongly encouraged.
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