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Wildfire Detection and Tracking over Greece Using MSG‑SEVIRI Satellite Data

Nicolaos I. Sifakis, Christos Iossifidis, Charalabos Kontoes, Iphigenia Keramitsoglou
2011 Remote Sensing  
During the examined period, MSG-SEVIRI data successfully detected 82% of the fire events in Greek territory with less than 1% false alarms.  ...  Alarm announcements from the Fire Brigade's archives were used as ground truthing data in order to assess detection reliability and system performance.  ...  EUMETSAT and the Hellenic National Meteorological Service (HNMS) are acknowledged for the provision of the license under which the SEVIRI data are collected.  ... 
doi:10.3390/rs3030524 fatcat:nvzeu4sldjfuplhparocpg6i2e

Observational Analyses of Dry Intrusions and Increased Ozone Concentrations in the Environment of Wildfires

Christo G. Georgiev, Stephen A. Tjemkes, Athanasios Karagiannidis, Jose Prieto, Konstantinos Lagouvardos
2022 Atmosphere  
burning emissions were analyzed using satellite measurements from SEVIRI, IASI and CrIS instruments, complemented with surface observations near the wildfires' locations.  ...  and wildfire emissions.  ...  After 1115 UTC on 25 August, the Kresna fire was not detected by the FRP algorithm applied to the data from MSG SEVIRI instrument, but other algorithms using data from polar satellite platforms, MODIS  ... 
doi:10.3390/atmos13040597 fatcat:jcmo2xiwyna5jg3kcbmeqap5oe

LSA SAF Meteosat FRP products – Part 2: Evaluation and demonstration for use in the Copernicus Atmosphere Monitoring Service (CAMS)

G. Roberts, M. J. Wooster, W. Xu, P. H. Freeborn, J.-J. Morcrette, L. Jones, A. Benedetti, H. Jiangping, D. Fisher, J. W. Kaiser
2015 Atmospheric Chemistry and Physics  
by the Spinning Enhanced Visible and Infrared Imager (SEVIRI) onboard the Meteosat Second Generation (MSG) series of geostationary EO satellites.  ...  Peloponnese (Greece) and used within the European Centre for Medium-Range Weather Forecasting (ECMWF) Integrated Forecasting System (IFS) as a demonstration of what can be achieved when using geostationary  ...  The GOES\SEVIRI WFABBA data were kindly provided by the Cooperative Institute for Meteorological Satellite Studies (CIMSS) within the Space Science and Engineering Center (SSEC) at University of Wisconsin  ... 
doi:10.5194/acp-15-13241-2015 fatcat:biehean62fcqzobihiogirhx5y

LSA SAF Meteosat FRP Products: Part 2 – Evaluation and demonstration of use in the Copernicus Atmosphere Monitoring Service (CAMS)

G. Roberts, M. J. Wooster, W. Xu, P. H. Freeborn, J.-J. Morcrette, L. Jones, A. Benedetti, J. Kaiser
2015 Atmospheric Chemistry and Physics Discussions  
by the Spinning Enhanced Visible and Infrared Imager (SEVIRI) on-board the Meteosat Second Generation (MSG) series of geostationary EO satellites.  ...  To illustrate the potential of this approach, wildfire fuel consumption rates derived from the SEVIRI FRP-PIXEL product are used to characterise smoke emissions of the 2007 Peloponnese wildfires within  ...  The GOES\SEVIRI WFABBA data were kindly provided by the Cooperative Institute for Meteorological Satellite Studies (CIMSS) within the Space Science and Engineering Center (SSEC) at University of Wisconsin  ... 
doi:10.5194/acpd-15-15909-2015 fatcat:75gataez45gbjpzap5lirckypq

A Review on Early Forest Fire Detection Systems Using Optical Remote Sensing

Panagiotis Barmpoutis, Periklis Papaioannou, Kosmas Dimitropoulos, Nikos Grammalidis
2020 Sensors  
This paper presents an overview of the optical remote sensing technologies used in early fire warning systems and provides an extensive survey on both flame and smoke detection algorithms employed by each  ...  Three types of systems are identified, namely terrestrial, airborne, and spaceborne-based systems, while various models aiming to detect fire occurrences with high accuracy in challenging environments  ...  A multi-temporal change-detection technique, namely robust satellite techniques for fires detection and monitoring (RST-FIRES) using data from the MSG-SEVIRI sensor. Filizzola et al.  ... 
doi:10.3390/s20226442 pmid:33187292 fatcat:4sw3yywfx5gl5cv3ml6jfkdvja

Near Real-Time Extracting Wildfire Spread Rate from Himawari-8 Satellite Data

Xiangzhuo Liu, Binbin He, Xingwen Quan, Marta Yebra, Shi Qiu, Changming Yin, Zhanmang Liao, Hongguo Zhang
2018 Remote Sensing  
Historically, images obtained from sun-orbiting satellites such as Moderate Resolution Imaging Spectroradiometer (MODIS) were used to detect active fire and burned area at the large spatial scale.  ...  geostationary satellite data.  ...  Acknowledgments: The authors would like to thank the JAXA for providing the Himawari-8 data, as well as the Australian Bureau of Meteorology for contributing weather information.  ... 
doi:10.3390/rs10101654 fatcat:2xuzdqlb5fdsfibsx5qk2c5mda

Managing Big, Linked, and Open Earth-Observation Data: Using the TELEIOS\/LEO software stack

Manolis Koubarakis, Kostis Kyzirakos, Charalampos Nikolaou, George Garbis, Konstantina Bereta, Roi Dogani, Stella Giannakopoulou, Panayiotis Smeros, Dimitrianos Savva, George Stamoulis, Giannis Vlachopoulos, Stefan Manegold (+4 others)
2016 IEEE Geoscience and Remote Sensing Magazine  
We also show how this stack of tools can be used to implement an operational wildfire-monitoring service.  ...  In this article, we argue that if EO data are published using the linked data paradigm, then the data discovery, data integration, and development of applications becomes easier.  ...  The used satellite images cover a big area out of Greece where fires also occur and are detected.  ... 
doi:10.1109/mgrs.2016.2530410 fatcat:ha4yibpkb5cdhfxrhkev4625vm

EUNADICS-AV early warning system dedicated to supporting aviation in the case of a crisis from natural airborne hazards and radionuclide clouds

Hugues Brenot, Nicolas Theys, Lieven Clarisse, Jeroen van Gent, Daniel R. Hurtmans, Sophie Vandenbussche, Nikolaos Papagiannopoulos, Lucia Mona, Timo Virtanen, Andreas Uppstu, Mikhail Sofiev, Luca Bugliaro (+34 others)
2021 Natural Hazards and Earth System Sciences  
significant interest in using selective detection of natural airborne hazards from polar-orbiting satellites.  ...  , SO2 column and plume height, dust cloud, and smoke from wildfires).  ...  We thank Ruslan Borodin for providing an illustration of a chart (radioactivity advisory based on conditional data), as provided by the Federal Environmental Emergency Response Centre (FEERC) of Russia  ... 
doi:10.5194/nhess-21-3367-2021 fatcat:oxrei5775zasvkzln2p65jrzty

Role of Machine Learning Algorithms in Forest Fire Management: A Literature Review

Arif Muhammad, Alghamdi Khloud K, Sahel Salma A, Alosaimi Samar O, Alsahaft Mashael E, Alharthi Maram A, Arif Maryam
2021 Journal of Robotics and Automation  
[85] used the Spinning Enhanced Visible and Infrared Imager (SEVIRI) data collected from the geostationary Meteosat Second Generation (MSG) satellite for fire detection and tracking in Greece during  ...  Reference, Year Purpose Data Classifier Performance Sifakis, et al. [85] Hot spot detection MSG-SEVIRI geostationary data Image Processing 85% accuracy Giglio, et al. [87] Hotspot detection  ... 
doi:10.36959/673/372 fatcat:lo2bzahnazbspax2qzgg7smpne

Fire danger rating over Mediterranean Europe based on fire radiative power derived from Meteosat

Miguel M. Pinto, Carlos C. DaCamara, Isabel F. Trigo, Ricardo M. Trigo, K. Feridun Turkman
2018 Natural Hazards and Earth System Sciences  
The model is calibrated using 13 years of data (2004–2016) and validated against the period of January–September 2017.  ...  Besides assisting in wildfire management, the procedure is expected to help in decision making on prescribed burning within the framework of agricultural and forest management practices.</p>  ...  fire radiative power, with a temporal resolution of 15 min as derived from the SEVIRI instrument on board MSG satellites.  ... 
doi:10.5194/nhess-18-515-2018 fatcat:d5nsq5kdkjg35bibwodx5wt3x4

Fire danger rating over Mediterranean Europe based on fire radiative power derived from Meteosat

Miguel M. Pinto, Carlos C. DaCamara, Isabel F. Trigo, Ricardo M. Trigo, K. Feridun Turkman
2017 NHESSD  
The model is calibrated using seven years of data (2010&amp;ndash;2016) and validated against the period of January&amp;ndash;August 2017.  ...  Besides assisting in wildfire management, the procedure is expected to help in decision making on prescribed burning within the framework of agricultural and forest management practices.  ...  fire radiative power, with a temporal resolution of 15 min as derived from the SEVIRI instrument on board MSG satellites.  ... 
doi:10.5194/nhess-2017-346 fatcat:luaqr7ku3rh3zfsj6bffwggf2m

A Review of the Applications of Remote Sensing in Fire Ecology

David M. Szpakowski, Jennifer L. R. Jensen
2019 Remote Sensing  
Wildfire plays an important role in ecosystem dynamics, land management, and global processes.  ...  Remote sensing technologies provide a means to study fire ecology at multiple scales using an efficient and quantitative method.  ...  Acknowledgments: We would like to thank the anonymous reviewers of this manuscript for their feedback, which helped us to improve the paper in multiple ways.  ... 
doi:10.3390/rs11222638 fatcat:lblii5fmsjdgxputdsu3hxjgp4

FUEGO — Fire Urgency Estimator in Geosynchronous Orbit — A Proposed Early-Warning Fire Detection System

Carlton Pennypacker, Marek Jakubowski, Maggi Kelly, Michael Lampton, Christopher Schmidt, Scott Stephens, Robert Tripp
2013 Remote Sensing  
Current and planned wildfire detection systems are impressive but lack both sensitivity and rapid response times.  ...  Here we present both studies of the backgrounds in Geostationary Operational Environmental Satellites (GOES) 15 data and studies that probe the sensitivity of a fire detection satellite in geosynchronous  ...  This group used existing fire-detection algorithms for SEVIRI and was able to detect 82% of wildfires in Greece at this epoch, with a 1% false alarm rate.  ... 
doi:10.3390/rs5105173 fatcat:rqch5jun2fegjf2qwbh7dkvnce

APIFLAME v2.0 biomass burning emissions model: impact of refined input parameters on atmospheric concentration in Portugal in summer 2016

Solène Turquety, Laurent Menut, Guillaume Siour, Sylvain Mailler, Juliette Hadji-Lazaro, Maya George, Cathy Clerbaux, Daniel Hurtmans, Pierre-François Coheur
2020 Geoscientific Model Development  
Emissions calculated using different possible configurations of APIFLAME show a dispersion of 80 % on average over the domain during the largest wildfires (8–14 August 2016), which can be considered as  ...  Accounting for possible missed detection due to small fire results in an increase in burned area ranging from ∼5 % in Africa and Australia to ∼30 % in North America on average over the 2013–2017 time period  ...  The authors acknowledge the AERIS data infrastructure for providing access to the IASI data in this study and the ULB-LATMOS for the development of the retrieval algorithms.  ... 
doi:10.5194/gmd-13-2981-2020 fatcat:4adsebmj6jgsfcxggv7cmoix7a

Fire risk, atmospheric chemistry and radiative forcing assessment of wildfires in eastern Mediterranean

E. Athanasopoulou, D. Rieger, C. Walter, H. Vogel, A. Karali, M. Hatzaki, E. Gerasopoulos, B. Vogel, C. Giannakopoulos, M. Gratsea, A. Roussos
2014 Atmospheric Environment  
Wildfire Detection and Tracking 631 over Greece Using MSG SEVIRI Satellite Data. Remote Sens. 3, 524-538. 632 Strada, S., Mari, C., Filippi, J.-B., Bosseur, F., 2012.  ...  Aerosol fine mode fraction retrieved by satellite data 274 Fig. S2. Aerosol fine mode fraction fields over Greece on 2007, extracted from the MODIS satellite .  ...  used in the current study are aqcuired from five stations at 194  ... 
doi:10.1016/j.atmosenv.2014.05.077 fatcat:m35akt4m5fennkr3sxbcagvk3u
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