FOREST EARLY WILDFIRE DETECTION VIA MULTI-SOURCE AND MULTI-TYPE INFORMATION FUSION

被引：0

作者：

Zhu, Jian ^{[1
]}

Zhang, Qiang ^{[1
]}

Zheng, Yaming ^{[1
]}

机构：

[1] Dalian Maritime Univ, Informat Sci & Technol Coll, Ctr Hyperspectral Imaging Remote Sensing CHIRS, Dalian, Peoples R China

来源：

IGARSS 2024-2024 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, IGARSS 2024 | 2024年

关键词：

Wildfire detection; Himawari-8/9; information fusion; recursive Transformer; minute-level;

D O I：

10.1109/IGARSS53475.2024.10641537

中图分类号：

P9 [自然地理学];

学科分类号：

0705 ; 070501 ;

摘要：

In this work, we use the near real-time data of Himawari-8/9 geostationary satellite for the forest early fire detection at the minute level. By using the recursive Transformer model, this work comprehensively considers the temporal, spatial and spectral characteristics of fire point pixels, and takes into account MODIS land cover product information. The method reduces the interference factors such as cloud and terrain, and realizes the 10-mintue detection of forest early wildfire.

引用

页码：3444 / 3447

页数：4

共 4 条

[1] How smart technology empowers consumers in smart retail stores? The perspective of technology readiness and situational factors
Chen, Jiahe
Chang, Yu-Wei
[J]. ELECTRONIC MARKETS, 2023, 33 (01)
[2] A review of machine learning applications in wildfire science and management
Jain, Piyush
Coogan, Sean C. P.
Subramanian, Sriram Ganapathi
Crowley, Mark
Taylor, Steve
Flannigan, Mike D.
[J]. ENVIRONMENTAL REVIEWS, 2020, 28 (04): : 478 - 505
[3] High-resolution retrieval of cloud microphysical properties and surface solar radiation using Himawari-8/AHI next-generation geostationary satellite
Letu, Husi
Yang, Kun
Nakajima, Takashi Y.
Ishimoto, Hiroshi
Nagao, Takashi M.
Riedi, Jerome
Baran, Anthony J.
Ma, Run
Wang, Tianxing
Shang, Huazhe
Khatri, Pradeep
Chen, Liangfu
Shi, Chunxiang
Shi, Jiancheng
[J]. REMOTE SENSING OF ENVIRONMENT, 2020, 239
[4] Cooperated Spectral Low-Rankness Prior and Deep Spatial Prior for HSI Unsupervised Denoising
Zhang, Qiang
Yuan, Qiangqiang
Song, Meiping
Yu, Haoyang
Zhang, Liangpei
[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 31 : 6356 - 6368

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