Knowledge Resource Center for Ecological Environment in Arid Area
DOI | 10.5194/acp-15-8831-2015 |
New fire diurnal cycle characterizations to improve fire radiative energy assessments made from MODIS observations | |
Andela, N.1; Kaiser, J. W.2; van der Werf, G. R.1; Wooster, M. J.3,4 | |
通讯作者 | Andela, N. |
来源期刊 | ATMOSPHERIC CHEMISTRY AND PHYSICS
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ISSN | 1680-7316 |
EISSN | 1680-7324 |
出版年 | 2015 |
卷号 | 15期号:15页码:8831-8846 |
英文摘要 | Accurate near real time fire emissions estimates are required for air quality forecasts. To date, most approaches are based on satellite-derived estimates of fire radiative power (FRP), which can be converted to fire radiative energy (FRE) which is directly related to fire emissions. Uncertainties in these FRE estimates are often substantial. This is for a large part because the most often used low-Earth orbit satellite-based instruments such as the Moderate Resolution Imaging Spectroradiometer (MODIS) have a relatively poor sampling of the usually pronounced fire diurnal cycle. In this paper we explore the spatial variation of this fire diurnal cycle and its drivers using data from the geostationary Meteosat Spinning Enhanced Visible and Infrared Imager (SEVIRI). In addition, we sampled data from the SEVIRI instrument at MODIS detection opportunities to develop two approaches to estimate hourly FRE based on MODIS active fire detections. The first approach ignored the fire diurnal cycle, assuming persistent fire activity between two MODIS observations, while the second approach combined knowledge on the climatology of the fire diurnal cycle with active fire detections to estimate hourly FRE. The full SEVIRI time series, providing full coverage of the fire diurnal cycle, were used to evaluate the results. Our study period comprised of 3 years (2010-2012), and we focused on Africa and the Mediterranean basin to avoid the use of potentially lower quality SEVIRI data obtained at very far off-nadir view angles. We found that the fire diurnal cycle varies substantially over the study region, and depends on both fuel and weather conditions. For example, more "intense" fires characterized by a fire diurnal cycle with high peak fire activity, long duration over the day, and with nighttime fire activity are most common in areas of large fire size (i.e., large burned area per fire event). These areas are most prevalent in relatively arid regions. Ignoring the fire diurnal cycle generally resulted in an overestimation of FRE, while including information on the climatology of the fire diurnal cycle improved FRE estimates. The approach based on knowledge of the climatology of the fire diurnal cycle also improved distribution of FRE over the day, although only when aggregating model results to coarser spatial and/or temporal scale good correlation was found with the full SEVIRI hourly reference data set. We recommend the use of regionally varying fire diurnal cycle information within the Global Fire Assimilation System (GFAS) used in the Copernicus Atmosphere Monitoring Services, which will improve FRE estimates and may allow for further reconciliation of biomass burning emission estimates from different inventories. |
类型 | Article |
语种 | 英语 |
国家 | Netherlands ; Germany ; England |
收录类别 | SCI-E |
WOS记录号 | WOS:000359949700017 |
WOS关键词 | BIOMASS BURNING EMISSIONS ; BEHAVIOR ; SOUTH ; ASSIMILATION ; ALGORITHMS ; SAVANNA ; SYSTEM ; CARBON ; MODEL ; SMOKE |
WOS类目 | Environmental Sciences ; Meteorology & Atmospheric Sciences |
WOS研究方向 | Environmental Sciences & Ecology ; Meteorology & Atmospheric Sciences |
来源机构 | University of London |
资源类型 | 期刊论文 |
条目标识符 | http://119.78.100.177/qdio/handle/2XILL650/186057 |
作者单位 | 1.Vrije Univ Amsterdam, Fac Earth & Life Sci, Amsterdam, Netherlands; 2.Max Planck Inst Chem, D-55128 Mainz, Germany; 3.Kings Coll London, Dept Geog, Environm Monitoring & Modelling Res Grp, London WC2R 2LS, England; 4.NERC, Natl Ctr Earth Observat, Swindon, Wilts, England |
推荐引用方式 GB/T 7714 | Andela, N.,Kaiser, J. W.,van der Werf, G. R.,et al. New fire diurnal cycle characterizations to improve fire radiative energy assessments made from MODIS observations[J]. University of London,2015,15(15):8831-8846. |
APA | Andela, N.,Kaiser, J. W.,van der Werf, G. R.,&Wooster, M. J..(2015).New fire diurnal cycle characterizations to improve fire radiative energy assessments made from MODIS observations.ATMOSPHERIC CHEMISTRY AND PHYSICS,15(15),8831-8846. |
MLA | Andela, N.,et al."New fire diurnal cycle characterizations to improve fire radiative energy assessments made from MODIS observations".ATMOSPHERIC CHEMISTRY AND PHYSICS 15.15(2015):8831-8846. |
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