详细信息
Quantitative extraction of fine contour parameters for forest fire using satellite remote sensing ( SCI-EXPANDED收录 EI收录)
文献类型:期刊文献
英文题名:Quantitative extraction of fine contour parameters for forest fire using satellite remote sensing
作者:Qin Xian-Lin[1] Yang Fei[1,2] Zu Xiao-Feng[1] Zhang Zi-Hui[3] Li Zeng-Yuan[1]
第一作者:覃先林
通信作者:Qin, XL[1]
机构:[1]Chinese Acad Forestry, Inst Forest Resource Informat Tech, State Lab Remote Sensing & Informat Techn, Beijing 100091, Peoples R China;[2]Commun Univ China, Beijing 100024, Peoples R China;[3]Informat Ctr Forest Fire Predict & Monitoring, State Forestry Adm, Beijing 100714, Peoples R China
年份:2014
卷号:33
期号:6
起止页码:642-648
外文期刊名:JOURNAL OF INFRARED AND MILLIMETER WAVES
收录:;EI(收录号:20150300425506);Scopus(收录号:2-s2.0-84920720878);WOS:【SCI-EXPANDED(收录号:WOS:000347741900013)】;
基金:Supported by the State Administration of Science, Technology and Industry for National Defence, P. R., China (21 - Y30B05 - 9001 -13/15), Pre-Research Foundation Commercial Aerospace Industry Project "Forest fire integrated monitoring techniques and application demonstration based on multi-resources spatial data"
语种:英文
外文关键词:satellite remote sensing technique; forest fire; fire line contour; fire suppression
摘要:To fulfil quantitative monitoring of fire line contour (location, length and area) for forest fire prevention and suppression, the algorithm for fire identification have been developed using dynamic thresholds of window combining the images obtained in thermal band, short wave infrared band and near infrared band of Landsat TM/ETM +. In order to get the quantitative result of fire line contour, the identified fire image has been processed by a series method such as the connectivity identification, hole filling, little speckle elimination and edge smooth. An automatic fire line contour identification program has also been developed using Landsat TM/ETM + images in ENVI 4.8 + DL condition. The method and program have been validated by selected typical forest fires which had taken place in northeast forest region of China and of far east region of Russian. The validation results showed that the total accurate percent is 86. 44%, the total false percent is 13. 56% (the total omission is 1.77% and the commission is 11. 79%). So, the methodology can be satisfied the need to knowing the fire line contour parameters for forest fire prevention and suppression operation.
参考文献:
正在载入数据...