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首页> 外文期刊>Climate >Spatial Pattern of the Seasonal Drought/Burned Area Relationship across Brazilian Biomes: Sensitivity to Drought Metrics and Global Remote-Sensing Fire Products
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Spatial Pattern of the Seasonal Drought/Burned Area Relationship across Brazilian Biomes: Sensitivity to Drought Metrics and Global Remote-Sensing Fire Products

机译:巴西生物群落中季节性干旱/火烧面积关系的空间格局:对干旱指标和全球遥感火产品的敏感性

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Fires are complex processes having important impacts on biosphere/atmosphere interactions. The spatial and temporal pattern of fire activity is determined by complex feedbacks between climate and plant functioning through and biomass desiccation, usually estimated by fire danger indices (FDI) in official fire risk prevention services. Contrasted vegetation types from fire-prone Brazilian biomes may respond differently to soil water deficit during the fire season. Then, we propose to evaluate the burned area (BA)/FDI relationship across Brazil using most common FDIs and the main BA products from global remote sensing. We computed 12 standard FDIs- at 0.5° resolution from 2002 to 2011 and used the monthly BA from four BA datasets—from the MODIS sensor (MCD45A1), the MERIS sensor (MERIS FIRE_CCI), the Global Fire Emission Database version 4 (GFED4) and version 4s including small fires (GFED4s). We performed a Principal Component Analysis (PCA) on the coefficients of determination (R 2 ) of the FDI/BA relationship to investigate the biome specificities of Brazilian biomes and the sensitivity to BA datasets. Good relationships (R 2 > 0.8) were observed for all BA datasets, except SPEI (R 2 < 0.2). We showed that FDIs computed from empirical water balances considering a lower soil capacity are more correlated to the seasonal pattern of fire occurrence in the Cerrado biome with contrasted adjustments between the western (early drying) and eastern part (late drying), while the fine fuel moisture index is more correlated to the fire seasonal pattern in Amazonia. The biome specificities of the FDI/BA relationship was evaluated with a general linear model. High accuracies in the biome distribution according to the FDI/BA relationship (>50%, p < 0.001) was observed in Amazonia and Cerrado, with lower accuracy (<32%, p < 0.001) in the Atlantic Forest and Caatinga. These results suggest that the FDI/BA relationship are biome-specific to explain the seasonal course of burned in Brazilian biomes, independently of the global BA product used. Selected FDIs should be used for fire danger forecast in each Brazilian biome.
机译:火灾是对生物圈/大气层相互作用具有重要影响的复杂过程。火灾活动的时空格局是由气候与植物功能以及生物质干燥之间的复杂反馈决定的,通常通过官方火灾预防服务中的火灾危险指数(FDI)进行估算。在火灾季节,易生巴西生物群落的不同植被类型对土壤缺水的反应可能有所不同。然后,我们建议使用最常见的外国直接投资和全球遥感的主要BA产品评估整个巴西的被烧面积(B)/ FDI关系。从2002年到2011年,我们以0.5°的分辨率计算了12个标准FDI,并使用了来自四个BA数据集的月度BA-来自MODIS传感器(MCD45A1),MERIS传感器(MERIS FIRE_CCI),全球火灾排放数据库版本4(GFED4)和版本4s,包括小火(GFED4s)。我们对FDI / BA关系的确定系数(R 2)进行了主成分分析(PCA),以研究巴西生物群落的生物群落特异性和对BA数据集的敏感性。除SPEI(R 2 <0.2)外,所有BA数据集均具有良好的关系(R 2> 0.8)。我们发现,考虑到土壤容量较低,根据经验水平衡计算出的外国直接投资与塞拉多生物群落中发生的火灾的季节性模式更相关,而西部(早期干燥)和东部(晚期干燥)之间的调整相反,而精细燃料湿度指数与亚马逊地区的火灾季节模式更相关。 FDI / BA关系的生物群系特异性用通用线性模型评估。在亚马逊地区和塞拉多地区,根据FDI / BA关系,生物群落分布的准确性较高(> 50%,p <0.001),而在大西洋森林和卡廷加地区,准确性较低(<32%,p <0.001)。这些结果表明,FDI / BA关系是特定于生物群落的,以解释巴西生物群落燃烧的季节性过程,而与所使用的全球BA产品无关。在巴西每个生物群落中,应将选定的外国直接投资用于火灾危险的预测。

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