YANG Sihui,YUAN Shujie,WANG Shennan,et al.Preliminary Study on Forest Fire Monitoring in Luzhou City based on FY- 4A Satellite Remote Sensing Data[J].Journal of Chengdu University of Information Technology,2023,38(01):64-69.[doi:10.16836/j.cnki.jcuit.2023.01.010]
基于FY-4A卫星遥感数据的泸州市森林火灾判别初步研究
- Title:
- Preliminary Study on Forest Fire Monitoring in Luzhou City based on FY- 4A Satellite Remote Sensing Data
- 文章编号:
- 2096-1618(2023)01-0064-06
- Keywords:
- meteorology; meteorological disaster prevention and mitigation; Luzhou; forest fires; FY- 4A; decision tree model
- 分类号:
- P429
- 文献标志码:
- A
- 摘要:
- 为增强泸州市森林火灾监测的及时性和准确性,基于中国独立自主研发的风云四号A星(FY-4A)遥感数据,利用2018-2020年泸州市共19个火点样本,计算12个波段火点样本的波段特征、波段间相关系数、OIF指数。选取泸州市森林火灾判别的最优波段组合,构建泸州市森林火点判别决策树模型; 在此基础上建立森林火点判别条件并进行验证。
- Abstract:
- In order to enhance the timeliness and accuracy of forest fire monitoring in Luzhou, this study calculated the band characteristics, inter-band correlation coefficient and OIF index of 12 band fire samples by using 19 fire samples in Luzhou from 2018 to 2020 based on the remote sensing data of FY- 4A satellite independently developed by China. The optimal band combination of forest fire discrimination in Luzhou was selected to build a decision tree model of forest fire discrimination in Luzhou. The discriminant conditions of forest fire points were established and verified.
参考文献/References:
[1] 杨思慧,袁淑杰,张碧.基于风云气象卫星对泸州市近十年森林火灾的分析[J].地球科学前沿(汉斯),2020,10(12):9.
[2] Louis Giglio,Jaiques Descloitres,Christopher O Justice,et al.An Enhanced Contextual Fire Detection Algorithm for MODIS[J].Remote Sensing of Environment,2003,87(2):273-282.
[3] Yoram J,Kaufman.Potential global fire monitoring from EOS-MODIS[J].Journal of Geophyscial Research,1998,103(D24):32215-32238.
[4] Engel Chermelle B,Jones Simon D,Reinke Karin J.Real-Time Detection of Daytime and Night-Time Fire Hotspots from Geostationary Satellites[J].Remote Sensing,2021,13(9):1627-1627.
[5] 郑海青,张春桂,陈家金.气象卫星遥感预警福建省森林火灾[J].气象科技,2003(3):190-192.
[6] 郑海青,陈敬平,张星.福建省森林火险天气等级预报系统[J].气象,2001,27(4):30-35.
[7] 马礼,罗建松,王逸凯.基于多源遥感数据的森林火灾监测研究[J].测绘与空间地理信息,2021,44(5):141-145.
[8] 武晋雯,冯锐,孙龙彧,等.基于Himawari-8和GF-1卫星的林火遥感监测[J].灾害学,2018,33(4):53-59.
[9] 郭捷,张月维,赵文化,等.风云三号C星VIRR数据的林火监测研究[J].森林防火,2015(1):45-48.
[10] 苏力华,楼玫娟,肖金香,等.气象卫星遥感监测在森林防火中的应用[J].西北农林科技大学学报:自然科学版,2004,32(11):85-88.
[11] 萨如拉,周庆,刘鑫晔,等.1980-2015年内蒙古森林火灾的时空动态[J].南京林业大学学报(自然科学版),2019,43(2):137-143.
[12] 张恒,马运佳,彭徐剑,等.2003-2016年中国华北地区森林火灾时空特征研究[J].西北林学院学报,2019,34(1):163-169.
[13] 刘强,单延龙,于淑香,等.不同时间尺度下吉林省森林火灾发生规律[J].东北林业大学学报,2017,45(12):44-47.
[14] 王继常,李利.伊春林区森林火灾与气象因子相关分析[J].防护林科技,2014(6):48-50.
[15] 刘玉英,石大明,胡轶鑫.吉林省春秋季林火气象指数的建立及其变化特征[J].暴雨灾害,2013,32(1):77-82.
[16] 田晓瑞,代玄,王明玉,等.多气候情景下中国森林火灾风险评估[J].应用生态学报,2016,27(3):769-776.
[17] 熊得祥,谭三清,张贵,等.基于FY-4A遥感数据的森林火灾判别研究[J].中南林业科技大学学报,2020,40(10):42-50.
[18] 于泉洲,刘煜杰,周蕾,等.基于遥感反演的中国森林冠层叶氮浓度空间格局初步研究[J].中南林业科技大学学报,2019,39(12):93-107.
[19] Hyerej,Reidjs,Prinsem,et al.Patterns of fire activity over Indonesia and Malaysia from polar and geostationary satellite observations[J].Atmospheric Research,2013,122:504-519.
[20] 张思,刘志红,冯文兰,等.基于MODISL1B数据的川西高原森林火灾监测阈值研究[J].高原山地气象研究,2015,35(2):52-58.
[21] 阙华斐,谭三清,周璀,等.基于卫星监测的湖南省林火时空分布规律研究[J].中南林业科技大学学报,2018,38(6):61-65.
[22] 张娟,周璀,谭三清,等.基于不同卫星传感器的森林火灾红外辐射归一化方法研究[J].中南林业科技大学学报,2018,38(9):72-76.
相似文献/References:
[1]廖洪涛,肖天贵,魏 微,等.东亚梅雨季低频波波包传播特征[J].成都信息工程大学学报,2019,(02):143.[doi:10.16836/j.cnki.jcuit.2019.02.008]
LIAO Hongtao,XIAO Tiangui,WEI Wei,et al.Low Frequency Wave Packet Propagation
Characteristics in East Asian Meiyu Season[J].Journal of Chengdu University of Information Technology,2019,(01):143.[doi:10.16836/j.cnki.jcuit.2019.02.008]
[2]王雨歌,郑佳锋,朱克云,等.一次西南涡过程的云-降水毫米波云雷达回波特征分析[J].成都信息工程大学学报,2019,(02):172.[doi:10.16836/j.cnki.jcuit.2019.02.011]
WANG Yuge,ZHENG Jiafeng,ZHU Keyun,et al.Analysis of Cloud-Precipitation Echo Characteristics of a Southwest Vortex[J].Journal of Chengdu University of Information Technology,2019,(01):172.[doi:10.16836/j.cnki.jcuit.2019.02.011]
[3]青 泉,罗 辉,陈刚毅.基于L波段秒级探空数据V-3θ图形的四川盆地暴雨预报模型研究[J].成都信息工程大学学报,2019,(02):186.[doi:10.16836/j.cnki.jcuit.2019.02.013]
QING Quan,LUO Hui,CHEN Gangyi.Forecasting Model of Torrential Rain in Sichuan Basin based on V-3θ
Structural Graphs of L-Band Second Level Sounding Data[J].Journal of Chengdu University of Information Technology,2019,(01):186.[doi:10.16836/j.cnki.jcuit.2019.02.013]
[4]吴秋月,华 维,申 辉,等.基于湿位涡与螺旋度的一次西南低涡强降水分析[J].成都信息工程大学学报,2019,(01):63.[doi:10.16836/j.cnki.jcuit.2019.01.013]
WU Qiuyue,HUA Wei,SHEN Hui,et al.Diagnostic Analysis of a Southwest Vortex Rainstormbased on Moist Potential Vorticity and Helicity[J].Journal of Chengdu University of Information Technology,2019,(01):63.[doi:10.16836/j.cnki.jcuit.2019.01.013]
[5]李潇濛,赵琳娜,肖天贵,等.2000-2015年青藏高原切变线统计特征分析[J].成都信息工程大学学报,2018,(01):91.[doi:10.16836/j.cnki.jcuit.2018.01.016]
LI Xiao-meng,ZHAO Lin-na,XIAO Tian-gui,et al.Statistical Characteristics Analysis of the Shear Linein the Qinghai-Tibet Plateau from 2000 to 2015[J].Journal of Chengdu University of Information Technology,2018,(01):91.[doi:10.16836/j.cnki.jcuit.2018.01.016]
[6]喻乙耽,马振峰,范广洲.华西秋雨气候特征分析[J].成都信息工程大学学报,2018,(02):164.[doi:10.16836/j.cnki.jcuit.2018.02.011]
YU Yi-dan,MA Zhen-feng,FAN Guang-zhou.The Analysis of Climatic Feature of Autumn Rainfall in West China[J].Journal of Chengdu University of Information Technology,2018,(01):164.[doi:10.16836/j.cnki.jcuit.2018.02.011]
[7]孙康慧,巩远发.20世纪70年代末云南省雨季降水的突变及原因分析[J].成都信息工程大学学报,2018,(02):177.[doi:10.16836/j.cnki.jcuit.2018.02.012]
SUN Kang-hui,GONG Yuan-fa.Abrupt Change of Precipitation in Rainy Season in YunnanProvince in Late 1970s and its Cause Analysis[J].Journal of Chengdu University of Information Technology,2018,(01):177.[doi:10.16836/j.cnki.jcuit.2018.02.012]
[8]吴树炎,顾建峰,刘海文,等.高原冬季雪深与重庆夏季降水的年际关系研究[J].成都信息工程大学学报,2018,(02):184.[doi:10.16836/j.cnki.jcuit.2018.02.013]
WU Shu-yan,GU Jian-feng,LIU Hai-wen,et al.Interannual Relationship between Winter Snow Depth over TibetanPlateau and Summer Precipitation over Chongqing[J].Journal of Chengdu University of Information Technology,2018,(01):184.[doi:10.16836/j.cnki.jcuit.2018.02.013]
[9]魏 凡,李 超.利用气象雷达信息划设雷暴飞行限制区的方法研究[J].成都信息工程大学学报,2018,(02):205.[doi:10.16836/j.cnki.jcuit.2018.02.016]
WEI Fan,LI Chao.Study on the Method of Setting Up Limited Flying area ofThunderstorm by Using Weather Radar Information[J].Journal of Chengdu University of Information Technology,2018,(01):205.[doi:10.16836/j.cnki.jcuit.2018.02.016]
[10]朱 莉,张腾飞,李华宏,等.云南一次短时强降水过程的中尺度特征及成因分析[J].成都信息工程大学学报,2018,(03):335.[doi:10.16836/j.cnki.jcuit.2018.03.017]
ZHU Li,ZHANG Teng-fei,LI Hua-hong,et al.Analysis on Meso-scale Features and Forming Reasons of a Short TimeIntensive Precipitation Case in Yunnan Province[J].Journal of Chengdu University of Information Technology,2018,(01):335.[doi:10.16836/j.cnki.jcuit.2018.03.017]
[11]叶帮苹,冯汉中,刘志红,等.基于Logistic模型的四川山洪流域危险性评价[J].成都信息工程大学学报,2020,35(05):573.[doi:10.16836/j.cnki.jcuit.2020.05.016]
YE Bangping,FENG Hanzhong,LIU Zhihong,et al.Risk Assessment of Sichuan Mountain Flooding based on Logistic Model[J].Journal of Chengdu University of Information Technology,2020,35(01):573.[doi:10.16836/j.cnki.jcuit.2020.05.016]
备注/Memo
收稿日期:2022-01-04
基金项目:四川省科技计划资助项目(2021YJ0280)