温带混交林的火后植被动态:基于大地遥感卫星光谱指数变化的评估

IF 2.7 Q1 FORESTRY
Jesús S. Ibarra-Bonilla , Alfredo Pinedo-Alvarez , Jesús A. Prieto-Amparán , Pablo Siller-Clavel , Eduardo Santellano-Estrada , Alan Álvarez-Holguín , Federico Villarreal-Guerrero
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引用次数: 0

摘要

火灾在养分循环和物种多样性方面起着至关重要的作用,但也会对生态系统造成严重干扰。尽管遥感技术已成为研究野火的重要工具,但某些地区仍然缺乏有关火后动态的信息。本研究基于光谱指数在不同地形条件下的变化,调查了墨西哥北部奇瓦瓦州温带森林四个烧毁地点在 2009 年至 2017 年期间的火后动态。归一化差异植被指数(NDVI)、土壤调整植被指数(SAVI)、归一化燃烧比(NBR)和归一化差异水分指数(NDWI)被用来评估烧毁地点的植被恢复情况。通过单因子方差分析和 Tukey's 检验,分别评估了地势高低和坡度对指数变化的影响(p < 0.05)。总的来说,NDVI 测定出了沿评估坡度烧毁地点的最高值,而 NDWI 则测出了最低值。结果表明,地势对 NDVI 和 SAVI 有明显影响(p < 0.05),而坡度对四个评估指数有明显影响(p < 0.05)。此外,纵向只影响到 SAVI 的双年度变化(p < 0.05)。然而,NBR 和 NDWI 在不同时期的变化幅度(即恢复和未恢复)高于 SAVI。除了记录了从野火事件到 2015 年烧毁地点的持续恢复情况外,本研究还揭示了 NDVI 和 SAVI 是评估该地区火灾后植被动态最有用的光谱指数。除地势和坡度外,未来的研究还可侧重于纳入其他指标,以更有效地评估墨西哥北部的火后生态系统动态。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Post-fire vegetation dynamics of a temperate mixed forest: An assessment based on the variability of Landsat spectral indices

Fire plays a critical role in nutrient cycling and species diversity but also causes severe disturbances to ecosystems. Despite remote sensing has emerged as a valuable tool to study wildfires, a lack of information regarding post-fire dynamics still remains for certain regions. This study investigated the post-fire dynamics of four burned sites in the temperate forest of Chihuahua, northern Mexico from 2009 to 2017, based on the variability of spectral indices under varied topographic conditions of aspects and slopes. The Normalized Difference Vegetation index (NDVI), Soil Adjusted Vegetation Index (SAVI), Normalized Burn Ratio (NBR), and Normalized Difference Water index (NDWI) were utilized to assess vegetation recovery on the burned sites. One-way ANOVAs and Tukey´s tests were performed to evaluate separately the effects of aspect and slope on the indices’ variability (p < 0.05). In general, the NDVI measured the highest values of the burned sites along the evaluated lapse while the NDWI indicated the lowest measures. Results indicated significant effects of aspect on NDVI and SAVI (p < 0.05), while slope significantly influenced the four evaluated indices (p < 0.05).That in turn showed northern aspects and steeper slopes to have the highest post-fire vegetation recoveries. Furthermore, aspect only affected the bi-annual variability of SAVI (p < 0.05). However, the NBR and NDWI showed higher magnitudes of change among periods than the SAVI (i. e., recovery and non-recovery). Besides registering a continuous recovery of the burned sites from the wildfire events to 2015, this study revealed the NDVI and SAVI as the most useful spectral indices for assessing post-fire vegetation dynamics in the region. Besides aspect and slope, future studies could focus on the inclusion of additional indicators to more effectively assess post-fire ecosystem dynamics in northern Mexico.

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来源期刊
Trees, Forests and People
Trees, Forests and People Economics, Econometrics and Finance-Economics, Econometrics and Finance (miscellaneous)
CiteScore
4.30
自引率
7.40%
发文量
172
审稿时长
56 days
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