Essays about: "Rainfall prediction"
Showing result 1 - 5 of 25 essays containing the words Rainfall prediction.
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1. Combining Continuous and Event-based Hydrological Modeling in Kävlinge River Basin with HEC-HMS
University essay from Lunds universitet/Avdelningen för Teknisk vattenresursläraAbstract : Prediction of flood and evaluation of the impact of climate change in a catchment needs to be correctly estimated, which can be accomplished by hydrological modelling in HEC-HMS. In this paper, the objectives were to gain an understanding of the rainfall-runoff process and estimate the flood frequency curve in the Kävlinge River Basin. READ MORE
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2. An evaluation of deep learning models for urban floods forecasting
University essay from KTH/GeoinformatikAbstract : Flood forecasting maps are essential for rapid disaster response and risk management, yet the computational complexity of physically-based simulations hinders their application for efficient high-resolution spatial flood forecasting. To address the problems of high computational cost and long prediction time, this thesis proposes to develop deep learning neural networks based on a flood simulation dataset, and explore their potential use for flood prediction without learning hydrological modelling knowledge from scratch. READ MORE
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3. Considering future precipitation in delineation locations for water storage systems - Case study Sri Lanka
University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskapAbstract : Demand for the usable water is accumulating globally in parallel with the population growth and the industrial revolution. Nevertheless, availability and accessibility of the usable water is progressively subsiding due to many environmental and socio-economic reasons. READ MORE
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4. Diagnosis of Synoptic Weather Patterns Causing Heavy Rainfall Occurrence Using Self-Organizing Maps
University essay from Lunds universitet/Avdelningen för Teknisk vattenresursläraAbstract : The annual number of events with precipitation over 50 mm/h have increased from 1970s and this trend is likely to be continued due to climate change in Kyushu, Japan. Therefore, it is important to recognize what kind of meteorological fields have contributed to the occurrence of heavy rainfall events and to reveal whether it is possible to diagnose heavy rainfall risk. READ MORE
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5. Regional Rainfall Frequency Analysis
University essay from Stockholms universitet/Statistiska institutionenAbstract : Frequency analysis is a vital tool when nding a well-suited probability distributionin order to predict extreme rainfall. The regional frequency approach have beenused for determination of homogeneous regions, using 11 sites in Skane, Sweden. READ MORE