U-Net-LSTM: Time Series-Enhanced Lake Boundary Prediction Model
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- Alireza Taheri Dehkordi & Mohammad Javad Valadan Zoej & Hani Ghasemi & Ebrahim Ghaderpour & Quazi K. Hassan, 2022. "A New Clustering Method to Generate Training Samples for Supervised Monitoring of Long-Term Water Surface Dynamics Using Landsat Data through Google Earth Engine," Sustainability, MDPI, vol. 14(13), pages 1-24, June.
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- Longqing Liu & Shidong Zhang & Wenshu Liu & Hongjiao Qu & Luo Guo, 2024. "Spatiotemporal Changes and Simulation Prediction of Ecological Security Pattern on the Qinghai–Tibet Plateau Based on Deep Learning," Land, MDPI, vol. 13(7), pages 1-20, July.
- Elsadek, Elsayed Ahmed & Zhang, Ke & Hamoud, Yousef Alhaj & Mousa, Ahmed & Awad, Ahmed & Abdallah, Mohammed & Shaghaleh, Hiba & Hamad, Amar Ali Adam & Jamil, Muhammad Tahir & Elbeltagi, Ahmed, 2024. "Impacts of climate change on rice yields in the Nile River Delta of Egypt: A large-scale projection analysis based on CMIP6," Agricultural Water Management, Elsevier, vol. 292(C).
- Anwar Hussain & Masoud Reihanifar & Rizwan Niaz & Olayan Albalawi & Mohsen Maghrebi & Abdelkader T. Ahmed & Ali Danandeh Mehr, 2024. "Characterizing Inter-Seasonal Meteorological Drought Using Random Effect Logistic Regression," Sustainability, MDPI, vol. 16(19), pages 1-20, September.
- Khouloud Ben Messaoud & Yunda Wang & Peiyi Jiang & Zidi Ma & Kaiqi Hou & Fei Dai, 2024. "Spatial-Temporal Dynamics of Urban Green Spaces in Response to Rapid Urbanization and Urban Expansion in Tunis between 2000 and 2020," Land, MDPI, vol. 13(1), pages 1-20, January.
- Minhao Zhang & Zhiyu Zhang & Xuan Wang & Zhenliang Liao & Lijin Wang, 2024. "The Use of Attention-Enhanced CNN-LSTM Models for Multi-Indicator and Time-Series Predictions of Surface Water Quality," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 38(15), pages 6103-6119, December.
- Bagher Shirmohammadi & Arash Malekian & Saeid Varamesh & Abolfazl Jaafari & Javad Abdolahi & Saeed Shahbazikia & Mohammad Mohsenzadeh, 2024. "How can biomechanical measures incorporate climate change adaptation into disaster risk reduction and ecosystem sustainability?," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 120(9), pages 8323-8336, July.
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Keywords
lake boundary prediction; U-Net; CNN; long-short time memory; remote sensing; deep learning;All these keywords.
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