Výsledky vyhledávání - "PRECIPITATION forecasting"

Rain rate prediction using high spatiotemporal satellite imagery and machine learning techniques: A case study using INSAT-3DR data.

Autoři: Deepthi Sasidhar, V. Anuradha, T. AjayKumar, M. V. V

Zdroj: AIP Conference Proceedings. 2025, Vol. 3325 Issue 1, p1-10. 10p.

Témata: *WEATHER forecasting, *PRECIPITATION forecasting, *MACHINE learning, *ARTIFICIAL satellites, *RANDOM forest algorithms, *ENVIRONMENTAL disasters, *REMOTE-sensing images, *RECURRENT neural networks

Cloud Layer and Precipitation Forecasting via Multi‐Scale Gated Temporal and Spatial Attention Network.

Autoři: Liu, Jiabing Sun, Jianhao Wei, Haiwen a další

Zdroj: Expert Systems. Aug2025, Vol. 42 Issue 8, p1-13. 13p.

Témata: *FORECASTING, PRECIPITATION forecasting, FEATURE extraction, PREDICTION models, EVERYDAY life, DEEP learning

A Combined Approach to Precipitation Forecasting: Enhancing FB–Prophet With Fuzzy Clustering to Capture Sudden Changes and Seasonal Patterns in Climate Data.

Autoři: El Motaki, Saloua El‐Fengour, Abdelhak El Motaki, Hanifa

Zdroj: Journal of Forecasting. Sep2025, p1. 15p. 11 Illustrations.

Témata: *FORECASTING methodology, PRECIPITATION forecasting, FUZZY clustering technique, METEOROLOGICAL databases, WATER management, SEASONS, AGRICULTURE, PREDICTION models

Overview of Brihat Samhita rainfall prediction methodology over the Indian region and its utilization by machine learning technique.

Autoři: Yadav, Jaya Mitra, Ashim Kumar Tiwari, Kailash Chandra

Zdroj: Journal of Earth System Science. Dec2025, Vol. 134 Issue 4, p1-18. 18p.

Témata: *PRECIPITATION forecasting, *MACHINE learning, *WEATHER forecasting, *SUBCONTINENTS, *MONSOONS, *RANDOM forest algorithms, *METEOROLOGY

Geografický termín: INDIA

Evaluating high-resolution global NWP model day-1 precipitation forecasts for the Indian monsoon: Potential to use in real-time applications.

Autoři: Reddy, Mannem Venkatarami Mitra, Ashis K Kumar, Kondapalli Niranjan a další

Zdroj: Journal of Earth System Science. Dec2025, Vol. 134 Issue 4, p1-26. 26p.

Témata: *PRECIPITATION forecasting, *NUMERICAL weather forecasting, *ENVIRONMENTAL monitoring, *HIGH resolution imaging, *DATA assimilation, *PRECIPITATION (Chemistry), *MONSOONS, *REAL-time computing

Geografický termín: INDIA

Korporace: INDIA. Meteorological Dept.

Quantitative and Qualitative Evaluation of Rainfall Forecasts and Its Propagation into Irrigation Schedules: A Farmers' Perspective.

Autoři: Erapuram, Hemanth Kumar Muraharirao, Prem Chand Kambhammettu, B. V. N. P. a další

Zdroj: Journal of Water Resources Planning & Management. Dec2025, Vol. 151 Issue 12, p1-11. 11p.

Témata: *IRRIGATION scheduling, *PRECIPITATION forecasting, *RICE farming, *WEATHER forecasting, *WATER balance (Hydrology), *FARMERS' attitudes, *FIELD research, *PRECIPITATION (Chemistry)

Geografický termín: INDIA

Korporace: INDIA. Meteorological Dept.

Resolution Effects on Extreme Precipitation Simulation Over China: A CMIP6 HighResMIP Perspective.

Autoři: Zhang, Jinge Li, Chunxiang Zhao, Tianbao a další

Zdroj: International Journal of Climatology. 11/30/2025, Vol. 45 Issue 14, p1-15. 15p.

Témata: *SPATIAL resolution, *PRECIPITATION forecasting, *CLIMATE change models, *SEVERE storms, *ATMOSPHERIC models, *OCEAN-atmosphere interaction

Geografický termín: CHINA

Homogeneous Soil Moisture Fields Suppress Sahelian MCS Frequency.

Autoři: Maybee, Ben Klein, Cornelia Taylor, Christopher M. a další

Zdroj: Geophysical Research Letters. 11/28/2025, Vol. 52 Issue 22, p1-11. 11p.

Témata: *SOIL moisture, *PRECIPITATION forecasting, *ENVIRONMENTAL history, *ATMOSPHERIC models, *MESOSCALE convective complexes, *ARID regions, *BOUNDARY layer (Aerodynamics), *SPATIAL variation

Geografický termín: SAHEL

SEEPS4ALL: an open dataset for the verification of daily precipitation forecasts using station climate statistics.

Autoři: Ben-Bouallègue, Zied Prieto-Nemesio, Ana Wong, Angela Iza a další

Zdroj: Earth System Science Data Discussions. 11/25/2025, p1-12. 12p.

Témata: *METEOROLOGICAL precipitation, *PRECIPITATION forecasting, *FORECASTING, *METEOROLOGICAL research, *WEATHER forecasting, *DATA analytics

Explainable deep learning for rainfall prediction: A CNN-XGBoost hybrid approach in the northern region of Bangladesh.

Autoři: Islam, Md Safayet Shafiuzzaman, Md Mahmud, Golam a další

Zdroj: Neural Computing & Applications. Nov2025, Vol. 37 Issue 33, p28125-28160. 36p.

Témata: *PRECIPITATION forecasting, *DEEP learning, *HYDROLOGICAL research, *URBAN planning, *ENSEMBLE learning

Geografický termín: RAJSHAHI (Bangladesh), BANGLADESH

DAHG: A Dynamic Augmented Heterogeneous Graph Framework for Precipitation Forecasting with Incomplete Data.

Autoři: Tang, Hailiang Yang, Hyunho Zhang, Wenxiao

Zdroj: Information. Nov2025, Vol. 16 Issue 11, p946. 24p.

Témata: *PRECIPITATION forecasting, *MISSING data (Statistics), *ENVIRONMENTAL sciences, *RECURRENT neural networks, *TIME-varying networks, *MACHINE learning, *DATA structures, *REINFORCEMENT learning

Statistical Downscaling Modeling Using Geographically and Temporally Weighted Gamma Ridge and Lasso Regression to Improve the Accuracy of Monthly Rainfall Estimation.

Autoři: Kardiana, Aan Wigena, Aji Hamim Djuraidah, Anik a další

Zdroj: IAENG International Journal of Applied Mathematics. Nov2025, Vol. 55 Issue 11, p3489-3500. 12p.

Témata: *DOWNSCALING (Climatology), *PRECIPITATION forecasting, *REGRESSION analysis, *STATISTICAL models, *ATMOSPHERIC models

Geografický termín: JAWA Barat (Indonesia), INDONESIA

A Hybrid Approach for Seasonal Rainfall Forecasting Across Vietnam Using Convolutional Neural Networks and Dynamical Downscaling.

Autoři: Ngoc, Thanh Pham Nguyen, Huu Duy Trinh-Tuan, Long a další

Zdroj: Pure & Applied Geophysics. Nov2025, Vol. 182 Issue 11, p4825-4844. 20p.

Témata: *PRECIPITATION forecasting, *CONVOLUTIONAL neural networks, *VIETNAMESE people, *ATMOSPHERIC models, *ARTIFICIAL intelligence, *FORECASTING, *WEATHER, *DOWNSCALING (Climatology)

Geografický termín: VIETNAM

Extreme Precipitation Events Associated with Summer Rains in the Western Slope of the Peruvian Andes Using a Numerical Modeling and Weather Radar Data: Case Studies.

Autoři: Moya-Álvarez, Aldo S. Silva, Yamina Villalobos-Puma, Elver a další

Zdroj: Pure & Applied Geophysics. Nov2025, Vol. 182 Issue 11, p4743-4769. 27p.

Témata: *PRECIPITATION forecasting, *RAINFALL, *ATMOSPHERIC circulation, *COMPUTER simulation, *RADAR meteorology, *METEOROLOGICAL services

Geografický termín: LIMA (Peru)

Assessing the role of GNSS-derived zenith tropospheric delay in developing rainfall forecast model for North-West Himalayan region.

Autoři: Yadav, Abhishek Kumar Kumar, Ashvini Ghosh, Debjyoti a další

Zdroj: Advances in Space Research. Nov2025, Vol. 76 Issue 9, p5085-5101. 17p.

Témata: *PRECIPITATION forecasting, *GLOBAL Positioning System, *DERIVATIVES (Mathematics), *CONSTANT false alarm rate (Data processing), *MONSOONS, *HUMIDITY

Geografický termín: UTTARAKHAND (India)

Attention mechanism-based multi-scale spatiotemporal fusion for precipitation nowcasting.

Autoři: Zheng, Xiangming Qin, Huawang Yin, Chuanhao a další

Zdroj: Theoretical & Applied Climatology. Nov2025, Vol. 156 Issue 11, p1-17. 17p.

Témata: *PRECIPITATION forecasting, *TRANSFORMER models, *MULTISENSOR data fusion, *DEEP learning, *RADAR meteorology, *FEATURE extraction, *MACHINE learning, *HYDROMETEOROLOGY

Climate modeling for South Asia: statistical and deep learning for rainfall and temperature prediction.

Autoři: Mishra, Pradeep Ray, Soumik Lal, Priyanka a další

Zdroj: Scientific Reports. 10/31/2025, Vol. 15 Issue 1, p1-25. 25p.

Témata: *HYDROLOGICAL forecasting, *PRECIPITATION forecasting, *SUBCONTINENTS, *LONG short-term memory, *WEATHER forecasting, *BOX-Jenkins forecasting, *ATMOSPHERIC models, *ENSEMBLE learning

Geografický termín: SOUTH Asia

Precipitation modeling in Northeastern Bangladesh–India transboundary flood regions using bi-metaheuristic-optimized NMF-neural network.

Autoři: Shuvo, Shuvendu Pal Shibazee, Shirshendu Pal Das, Chaitee a další

Zdroj: Scientific Reports. 10/31/2025, Vol. 15 Issue 1, p1-25. 25p.

Témata: *PRECIPITATION forecasting, *METAHEURISTIC algorithms, *MATRIX decomposition, *PRECIPITATION (Chemistry), *FLOODS

Geografický termín: BANGLADESH, CHITTAGONG (Bangladesh), ASSAM (India), INDIA

Investigating the Use of Terrain‐Following Coordinates in AI‐Driven Precipitation Forecasts.

Autoři: Sha, Yingkai Schreck, John S. Chapman, William a další

Zdroj: Geophysical Research Letters. 10/28/2025, Vol. 52 Issue 20, p1-11. 11p.

Témata: *PRECIPITATION forecasting, *WEATHER forecasting, *CONSTRAINTS (Physics), *GEOGRAPHICAL positions, *EXTREME weather, *FORECASTING

Leveraging SHapley Additive exPlanations (SHAP) and fuzzy logic for efficient rainfall forecasts.

Autoři: Malakouti, Seyed Matin¹ (AUTHOR) matin.malakouti@aut.ac.ir

Zdroj: Scientific Reports. 10/20/2025, Vol. 15 Issue 1, p1-25. 25p.

Témata: *PRECIPITATION forecasting, *FUZZY logic, *MACHINE learning, *ENSEMBLE learning, *METEOROLOGICAL databases, *CLIMATE change, *WATER management