Validation of the Meteosat Second Generation (MSG) fire monitoring product using ground observations over Turkey

被引:2
|
作者
Sonmez, Ibrahim [1 ]
Tekeli, Ahmet Emre [2 ]
Erdi, Erdem [3 ]
Demir, Fatih [3 ]
Arslan, Murat [3 ]
机构
[1] Ondokuz Mayis Univ, Dept Meteorol, Samsun, Turkey
[2] King Saud Univ, Dept Civil Engn, Riyadh, Saudi Arabia
[3] Turkish State Meteorol Serv, Remote Sensing Div, Ankara, Turkey
关键词
Forest fire; Meteosat Second Generation (MSG); Satellite fire detection; Turkey; FOREST-FIRES; ALGORITHM; SMOKE;
D O I
10.1007/s12517-013-1039-6
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Validation of the active fire monitoring (FIR) product from Spinning Enhanced Visible and Infrared Imager sensor of Meteosat Second Generation satellite is performed over Turkey. Ground truth data from the Ministry of Environment and Forestry for the years 2007, 2008, and 2009 is used by taking the active fire months of April-September into consideration. The contingency tables are obtained on a monthly basis and categorical statistics of probability of detection (POD) and false alarm rate (FAR) are derived. The results are introduced for each subclass, namely probable, possible, and combined cases. The highest POD amounts of 8.5, 1.93, and 9.4 % are obtained for the possible, probable, and combined cases, respectively, with the lowest FAR amounts of 70.9, 4.5, and 86.1 % for the same categories. FIR product validation with respect to predefined burnt area thresholds is introduced in the second part of the study in order to investigate burnt area effect in active fire detection. Increasing POD values with respect to burnt area amount is obtained with relatively higher values in probable than possible type. On the other hand, FAR variation is observed to be not correlated with the burnt area amount.
引用
收藏
页码:3389 / 3398
页数:10
相关论文
共 35 条
  • [31] An Assessment and Error Analysis of MOD10A1 Snow Product Using Landsat and Ground Observations Over China During 2000-2016
    Liu, Chang
    Li, Zhen
    Zhang, Ping
    Zeng, Jiangyuan
    Gao, Shuo
    Zheng, Zhaojun
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2020, 13 (13) : 1467 - 1478
  • [32] Evaluation of global leaf area index and fraction of absorbed photosynthetically active radiation products over North America using Copernicus Ground Based Observations for Validation data
    Brown, Luke A.
    Meier, Courtney
    Morris, Harry
    Pastor-Guzman, Julio
    Bai, Gabriele
    Lerebourg, Christophe
    Gobron, Nadine
    Lanconelli, Christian
    Clerici, Marco
    Dash, Jadunandan
    [J]. REMOTE SENSING OF ENVIRONMENT, 2020, 247
  • [33] Airborne DInSAR Results Using Time-Domain Backprojection Algorithm: A Case Study Over the Slumgullion Landslide in Colorado With Validation Using Spaceborne SAR, Airborne LiDAR, and Ground-Based Observations
    Cao, Ning
    Lee, Hyongki
    Zaugg, Evan
    Shrestha, Ramesh
    Carter, William
    Glennie, Craig
    Wang, Guoquan
    Lu, Zhong
    Fernandez-Diaz, Juan Carlos
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2017, 10 (11) : 4987 - 5000
  • [34] Aerosol optical thicknesses over North Africa: 1. Development of a product for model validation using Ozone Monitoring Instrument, Multiangle Imaging Spectroradiometer, and Aerosol Robotic Network
    Christopher, Sundar A.
    Gupta, Pawan
    Haywood, James
    Greed, Glenn
    [J]. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2008, 113
  • [35] Investigation of CO, C2H6 and aerosols in a boreal fire plume over eastern Canada during BORTAS 2011 using ground- and satellite-based observations and model simulations
    Griffin, D.
    Walker, K. A.
    Franklin, J. E.
    Parrington, M.
    Whaley, C.
    Hopper, J.
    Drummond, J. R.
    Palmer, P. I.
    Strong, K.
    Duck, T. J.
    Abboud, I.
    Bernath, P. F.
    Clerbaux, C.
    Coheur, P. -F.
    Curry, K. R.
    Dan, L.
    Hyer, E.
    Kliever, J.
    Lesins, G.
    Maurice, M.
    Saha, A.
    Tereszchuk, K.
    Weaver, D.
    [J]. ATMOSPHERIC CHEMISTRY AND PHYSICS, 2013, 13 (20) : 10227 - 10241