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生态学杂志 ›› 2021, Vol. 40 ›› Issue (8): 2553-2562.doi: 10.13292/j.1000-4890.202108.024

• 研究报告 • 上一篇    下一篇

基于GEE的亚马逊生态区火灾变化特征及与降水关系

盛艳玲,张荫,乔纪纲*   

  1. (广东财经大学地理与旅游学院, 广州 510320)
  • 出版日期:2021-08-10 发布日期:2021-08-18

Changes of fire and the relationship with precipitation in Amazon ecological area based on GEE.

SHENG Yan-ling, ZHANG Yin, QIAO Ji-gang*   

  1. (School of Geography and Tourism, Guangdong University of Finance & Economics, Guangzhou 510320, China).
  • Online:2021-08-10 Published:2021-08-18

摘要: 2019年亚马逊生态区内的火灾引起全世界关注,围绕这次火灾,仍有若干问题亟待解决:燃烧范围到底集中在哪些区域,持续时间以及受灾程度有待探究,是否出现降水异常偏少的严重气象干旱问题。本研究使用MOD14A2火产品、MCD64A1火烧迹地、降水、地表覆盖类型等多源数据,借助地理信息系统、遥感技术,对亚马逊生态区内火灾的时空变化特征进行分析。利用Spearman相关系数,分析火灾与降水的时空相关关系,对起火原因进行合理推定。结果表明:亚马逊生态区内火灾的时空分布有较为明显的特征,在时间上体现为集中发生于7月末至9月末,在空间上体现为多数火点分布于研究区域南部的巴西和玻利维亚,并且主要发生在常绿阔叶林生态系统和稀树草原生态系统;降水量与滞后1~2个月的火灾数目呈显著负相关,在一定程度上影响火灾的时序分布,但空间相关系数接近0,说明降水与火灾在空间上不存在直接相关性,加之部分火灾分布在人类活动频繁的区域,与人为因素存在一定的关联。

关键词: GEE, 亚马逊生态区, 火灾, 时空特征, MODIS, 降水

Abstract: The fire happened in the Amazon in 2019 attracted worldwide attention. There are many problems to be solved with respect to the fire. Where exactly was the burning area concentrated? The duration and calamity degree also need to be explored. It is unclear whether there was a serious meteorological drought with less abnormal precipitation. Based on the MOD14A2 fire products, MCD64A1 burning sites, precipitation, surface cover types and other multi source data, we investigated the spatial and temporal variations of the 2019 fire in the Amazon using the geographic information system and remote sensing technology. The spatiotemporal correlation between the 2019 fire and precipitation was analyzed. The cause of fire was reasonably presumed using Spearman correlation coefficient and spatial correlation analysis method. The results showed that the fires in the Amazon had obvious temporal and spatial variations. Fires usually happened during the period from the end of July to the end of September, and were mainly distributed in Brazil and Bolivia in the southern part of the study area. Fires mainly occurred in the evergreen broadleaved forest and savanna. There was a significant negative correlation between precipitation and the number of fires with a delay of 1-2 months, which affected the temporal distribution of fires. However, the spatial correlation coefficient was close to 0, indicating no direct spatial correlation between precipitation and fire. Moreover, some fires were distributed in the area where human activities were frequent, which was probably related to human factors.

Key words: Google Earth Engine (GEE), Amazon ecological region, fire, spatiotemporal characteristics, MODIS, precipitation.