Python framework for short-term ensemble prediction systems.
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Updated
Nov 15, 2024 - Python
Python framework for short-term ensemble prediction systems.
heavy rain as a function of the duration and the return period acc. to DWA-A 531 (2012) This program reads the measurement data of the rainfall and calculates the distribution of the rainfall as a function of the return period and the duration for duration steps up to 12 hours (and more) and return period in a range of '0.5a <= T_n <= 100a'
Rainfall prediction models (Linear and Logistic) trained on publicly available datasets from Austin, Texas
📡 Process meteorological radar data. 📡
Radproc - RADOLAN composite processing, analysis and data exchange with ArcGIS
rainfall onset-cessation and extreme indices v2
A utility to search, download global level PERSIANN precipitation data from CHRS Data Portal
Python code of the Decadal and Hierarchical Markov Chain (DHMC) model for stochastic simulation of daily rainfall
Code for the SIGMOD 2023 paper "SSIN: Self-Supervised Learning for Rainfall Spatial Interpolation".
[FARMWARE] Smart Water Doser for Farmbot: Checks the weather and calculates how much water to dose each plant. Adjust water dose based on rain fall from Dark Sky API for past 12 hours and next 6 hours forecasted.
Code for the DASFAA 2023 paper "Rainfall Spatial Interpolation with Graph Neural Networks".
generation of a heavy rainfall index (GER: Starkregenindex) based on long term precipitation measurement data
This is the work I did during my second year Internship at ICTS-TIFR, Bengaluru under Prof. Amit Apte in the summer of 2017.
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