Forecasting green roof detention performance by temporal downscaling of precipitation time-series projections

نویسندگان

چکیده

Abstract. A strategy to evaluate the suitability of different multiplicative random cascades produce rainfall time series, taking into account climate change, inputs for green infrastructures models. The reproduce a (multi)fractal distribution precipitation through an iterative and process. In current study, initial model, flexible cascade that deviates from multifractal scale invariance, was improved with (i) temperature dependency (ii) additional function temporal structure rainfall. models depth found be applicable in eight locations studied across Norway France. resulting series both reference period projection based on RCP 8.5 were applied two roofs properties. led slight change performance roofs, but this not significant compared range outcomes due ensemble uncertainty modelling stochastic nature hydrological dampening effect infrastructure decrease most Norwegian cities increase precipitation, especially Bergen (Norway), while slightly increasing Marseille (France) event frequency.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Statistical downscaling of precipitation

Papers published in Hydrology and Earth System Sciences Discussions are under open-access review for the journal Hydrology and Earth System Sciences Abstract Global Circulation Models (GCMs) are a major tool used for future projections of climate change using different emission scenarios. However, for assessing the hydrological impacts of climate change at the watershed and the regional scale, ...

متن کامل

Downscaling of daily precipitation

Downscaling of daily precipitation with a stochastic weather generator for the subtropical region in South China Y. D. Chen, X. Chen, C.-Y. Xu, and Q. Shao Department of Geography and Resource Management, The Chinese University of Hong Kong, Shatin, Hong Kong, China State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing, China Department of Geosci...

متن کامل

Downscaling of Short-Term Precipitation Time Series for Climate Change Impact Assessment

A future increase of short-term precipitation intensities may lead to problems in sewer systems, such as increased overflow volumes and flood risks. To quantify the consequences, downscaling of climate model precipitation is required to the scales relevant in urban hydrology. In the SUDPLAN project, a system where users may upload historical time series to be used as a basis for such downscalin...

متن کامل

Uncertainty Analysis of Magnitude, Temporal and Spatial Distribution of Precipitation in Flood Forecasting

  عدم قطعیت در بارش پیش بینی شده، یک منبع اصلی عدم قطعیت در پیش بینی بهنگام سیل می باشد. عدم قطعیت بارش از عدم قطعیت در مقدار بارش، توزیع زمانی و توزیع مکانی بارش تشکیل می شود. در این تحقیق به منظور پخش عدم قطعیت بارش در مدل پیش بینی سیل HEC-1 ، روش گسسته سازی زمانی در چهارچوب اصل بسط تئوری فازی و در ترکیب با الگوریتم ژنتیک نرمال بکار برده می شود. عدم قطعیت به علت توزیع زمانی ناشناخته بارش با ت...

متن کامل

Forecasting time-series by Kohonen classification

In this paper, we propose a generic non-linear approach for time series forecasting. The main feature of this approach is the use of a simple statistical forecasting in small regions of an input space adequately chosen and quantized. The partition of the space is achieved by the Kohonen algorithm. The method is then applied to a widely known time-series from the SantaFe competition, and the res...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Hydrology and Earth System Sciences

سال: 2022

ISSN: ['1607-7938', '1027-5606']

DOI: https://doi.org/10.5194/hess-26-2855-2022