Florent Domine, Maria Belke-Brea, Arthur Bayle, Ghislain Picard, Esther Lévesque, Christophe Kinnard
{"title":"从光学遥感探测高北极灌木扩张的挑战:对反照率和气候强迫的影响","authors":"Florent Domine, Maria Belke-Brea, Arthur Bayle, Ghislain Picard, Esther Lévesque, Christophe Kinnard","doi":"10.1029/2024JG008593","DOIUrl":null,"url":null,"abstract":"<p>Climate change-induced shrub expansion in the Arctic feeds back on climate by reducing surface albedo. Vegetation dynamics are typically monitored by tracking the evolution of vegetation indices, such as normalized difference vegetation index (NDVI), derived from satellite imagery in processes known as greening or browning. However, detecting changes in vegetation type requires sufficient spectral variation. Here, we measured the spectral albedos (346–2,400 nm) of assemblages of prostrate vegetation and of the only erect shrub species <i>Salix richardsonii</i> on Bylot Island in the eastern Canadian high-Arctic to assess spectral differences among common vegetation types. The broadband albedo of <i>S. richardsonii</i> (0.132 ± 0.009) was lower than that of prostrate vegetation (0.166 ± 0.008). However, NDVI values showed no significant difference (0.598 ± 0.074 vs. 0.561 ± 0.021). Satellite remote sensing using NDVI with spatial resolutions from 0.5 to 30 m using Pléiades, Sentinel-2 and Landsat-8 failed to detect differences in reflectance and NDVI between prostrate vegetation and <i>S. richardsonii</i>. These findings suggest that long-term NDVI trend analysis may be insufficient to capture the structural vegetation shift in these climate-sensitive areas. Failure to detect erect shrub expansion in the high-Arctic may therefore omit a climate change effect which produces a surface albedo decrease of 0.03 and a local summer solar forcing of 5.8 W m<sup>−2</sup>.</p>","PeriodicalId":16003,"journal":{"name":"Journal of Geophysical Research: Biogeosciences","volume":"130 10","pages":""},"PeriodicalIF":3.5000,"publicationDate":"2025-09-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2024JG008593","citationCount":"0","resultStr":"{\"title\":\"Challenges in Detecting High-Arctic Shrub Expansion From Optical Remote Sensing: Implications for Albedo and Climate Forcing\",\"authors\":\"Florent Domine, Maria Belke-Brea, Arthur Bayle, Ghislain Picard, Esther Lévesque, Christophe Kinnard\",\"doi\":\"10.1029/2024JG008593\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Climate change-induced shrub expansion in the Arctic feeds back on climate by reducing surface albedo. Vegetation dynamics are typically monitored by tracking the evolution of vegetation indices, such as normalized difference vegetation index (NDVI), derived from satellite imagery in processes known as greening or browning. However, detecting changes in vegetation type requires sufficient spectral variation. Here, we measured the spectral albedos (346–2,400 nm) of assemblages of prostrate vegetation and of the only erect shrub species <i>Salix richardsonii</i> on Bylot Island in the eastern Canadian high-Arctic to assess spectral differences among common vegetation types. The broadband albedo of <i>S. richardsonii</i> (0.132 ± 0.009) was lower than that of prostrate vegetation (0.166 ± 0.008). However, NDVI values showed no significant difference (0.598 ± 0.074 vs. 0.561 ± 0.021). Satellite remote sensing using NDVI with spatial resolutions from 0.5 to 30 m using Pléiades, Sentinel-2 and Landsat-8 failed to detect differences in reflectance and NDVI between prostrate vegetation and <i>S. richardsonii</i>. These findings suggest that long-term NDVI trend analysis may be insufficient to capture the structural vegetation shift in these climate-sensitive areas. Failure to detect erect shrub expansion in the high-Arctic may therefore omit a climate change effect which produces a surface albedo decrease of 0.03 and a local summer solar forcing of 5.8 W m<sup>−2</sup>.</p>\",\"PeriodicalId\":16003,\"journal\":{\"name\":\"Journal of Geophysical Research: Biogeosciences\",\"volume\":\"130 10\",\"pages\":\"\"},\"PeriodicalIF\":3.5000,\"publicationDate\":\"2025-09-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://agupubs.onlinelibrary.wiley.com/doi/epdf/10.1029/2024JG008593\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Geophysical Research: Biogeosciences\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2024JG008593\",\"RegionNum\":3,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Geophysical Research: Biogeosciences","FirstCategoryId":"93","ListUrlMain":"https://agupubs.onlinelibrary.wiley.com/doi/10.1029/2024JG008593","RegionNum":3,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
引用次数: 0
摘要
气候变化引起的北极灌木扩张通过降低地表反照率反馈给气候。植被动态通常通过跟踪植被指数的演变来监测,如归一化植被指数(NDVI),该指数来源于卫星图像中的绿化或褐化过程。然而,探测植被类型的变化需要足够的光谱变化。在加拿大东部高北极地区的Bylot岛上,我们测量了匍匐植被和唯一直立灌木物种Salix richardsonii的光谱反照率(346 - 2400 nm),以评估常见植被类型之间的光谱差异。理查森植被的宽带反照率(0.132±0.009)低于匍匐植被(0.166±0.008)。NDVI值无统计学差异(0.598±0.074 vs 0.561±0.021)。利用pl、Sentinel-2和Landsat-8进行空间分辨率为0.5 ~ 30 m的NDVI卫星遥感,未能探测到匍伏植被与理泽森植被反射率和NDVI的差异。这些发现表明,长期的NDVI趋势分析可能不足以捕捉这些气候敏感地区的植被结构变化。因此,如果不能探测到高北极地区直立灌木的扩张,可能会忽略一个气候变化效应,该效应导致地表反照率降低0.03,当地夏季太阳强迫为5.8 W m−2。
Challenges in Detecting High-Arctic Shrub Expansion From Optical Remote Sensing: Implications for Albedo and Climate Forcing
Climate change-induced shrub expansion in the Arctic feeds back on climate by reducing surface albedo. Vegetation dynamics are typically monitored by tracking the evolution of vegetation indices, such as normalized difference vegetation index (NDVI), derived from satellite imagery in processes known as greening or browning. However, detecting changes in vegetation type requires sufficient spectral variation. Here, we measured the spectral albedos (346–2,400 nm) of assemblages of prostrate vegetation and of the only erect shrub species Salix richardsonii on Bylot Island in the eastern Canadian high-Arctic to assess spectral differences among common vegetation types. The broadband albedo of S. richardsonii (0.132 ± 0.009) was lower than that of prostrate vegetation (0.166 ± 0.008). However, NDVI values showed no significant difference (0.598 ± 0.074 vs. 0.561 ± 0.021). Satellite remote sensing using NDVI with spatial resolutions from 0.5 to 30 m using Pléiades, Sentinel-2 and Landsat-8 failed to detect differences in reflectance and NDVI between prostrate vegetation and S. richardsonii. These findings suggest that long-term NDVI trend analysis may be insufficient to capture the structural vegetation shift in these climate-sensitive areas. Failure to detect erect shrub expansion in the high-Arctic may therefore omit a climate change effect which produces a surface albedo decrease of 0.03 and a local summer solar forcing of 5.8 W m−2.
期刊介绍:
JGR-Biogeosciences focuses on biogeosciences of the Earth system in the past, present, and future and the extension of this research to planetary studies. The emerging field of biogeosciences spans the intellectual interface between biology and the geosciences and attempts to understand the functions of the Earth system across multiple spatial and temporal scales. Studies in biogeosciences may use multiple lines of evidence drawn from diverse fields to gain a holistic understanding of terrestrial, freshwater, and marine ecosystems and extreme environments. Specific topics within the scope of the section include process-based theoretical, experimental, and field studies of biogeochemistry, biogeophysics, atmosphere-, land-, and ocean-ecosystem interactions, biomineralization, life in extreme environments, astrobiology, microbial processes, geomicrobiology, and evolutionary geobiology