Application-oriented deep learning model for early warning of rice blast in Taiwan.
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
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
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:
👨🔬 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。
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.