BlastGRU_TW

Application-oriented deep learning model for early warning of rice blast in Taiwan.

Data

The dataset provided here contains the blast survey data used in the following article:

Ou, J.-H., Kuo, C.-H., Wu, Y.-F., Lin, G.-C., Lee, M.-H., Chen, R.-K., Chou, H.-P., Wu, H.-Y., Chu, S.-C., Lai, Q.-J., Tsai, Y.-C., Lin, C.-C., Kuo, C.-C., Liao, C.-T., Chen, Y.-N., Chu, Y.-W., Chen, C.-Y., 2023. Application-oriented deep learning model for early warning of rice blast in Taiwan. Ecological Informatics 73, 101950.
DOI: 10.1016/j.ecoinf.2022.101950

關於 BlastGRU-TW 模型

學術論文

若對 BlastGRU-TW 模型的學術研究有興趣，可參考以下論文：

Ou, J.-H., Kuo, C.-H., Wu, Y.-F., Lin, G.-C., Lee, M.-H., Chen, R.-K., Chou, H.-P., Wu, H.-Y., Chu, S.-C., Lai, Q.-J., Tsai, Y.-C., Lin, C.-C., Kuo, C.-C., Liao, C.-T., Chen, Y.-N., Chu, Y.-W., Chen, C.-Y., 2023. Application-oriented deep learning model for early warning of rice blast in Taiwan. Ecological Informatics 73, 101950.
DOI: 10.1016/j.ecoinf.2022.101950

中文科普文獻

此外，也有一份中文的科普文章對 BlastGRU-TW 稻熱病預警模型及台灣目前的相關應用狀況進行了描述，詳見：

📖 第三節 人工智慧之於稻熱病預警的實踐與展望

👨‍🔬 作者：歐玠皜、李敏惠、陳啟予（國立中興大學植物病理學系）

📚 收錄於以下書籍：
詹 富智、楊 靜瑩、楊 明德，2024。人工智慧科技於農業應用實務。台中市：教育部精準健康產業跨領域人才培育計畫-精準農業教學推動中心，ISBN: 9789869645386。

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About the BlastGRU-TW Model

In addition to the academic paper mentioned above, a popular science publication in Chinese also provides an introduction to the BlastGRU-TW model:

📖 Section 3: Practical Applications and Future Prospects of AI in Rice Blast Early Warning

👨‍🔬 Authors: J.-H. Ou, M.-H. Lee, C.-Y. Chen (Department of Plant Pathology, National Chung Hsing University)

📚 Published in:
Chan, F.-C., Yang, J.-Y., and Yang, M.-T., 2024. Artificial Intelligence Technology in Agricultural Applications. Taichung: Ministry of Education Precision Health Industry Interdisciplinary Talent Training Program - Precision Agriculture Teaching Promotion Center, ISBN: 9789869645386.