precipitation-data
There are 4 repositories under precipitation-data topic.
loicduffar / ERA5-tools
Notebooks Python to download and view ERA5 climatologic data, as well as to extract time series (hourly to monthly data on many atmospheric and land-surface parameters)
Language:Jupyter Notebook 37- Language:R 30
- snotelr
bluegreen-labs / snotelr
a snow data network (SNOTEL) R package
Language:R 14 imohamme / NASAaccess
NASAaccess is R package that can generate gridded ascii tables of climate (CIMP5) and weather data (GPM, TRMM, GLDAS) needed to drive various hydrological models (e.g., SWAT, VIC, RHESSys, ..etc). The package assumes that users have already set up a registration account(s) with Earthdata login as well as authorizing NASA GESDISC data access. Please refer to https://disc.gsfc.nasa.gov/data-access for further details. The package relies on 'curl' (https://curl.haxx.se/) commands and library to access and download data from NASA remote sensing servers. Since Mac users have curl as part of macOS, Windows users should make sure that their local machines have 'curl' installed properly. Creating the ".netrc" file at the user machine 'Home' directory and storing the user NASA GESDISC logging information in it is needed to execute the package commands. Instructions on creating the ".netrc" and ".urs_cookies" files can be accessed at https://wiki.earthdata.nasa.gov/display/EL/How+To+Access+Data+With+cURL+And+Wget.
Language:R 13lapig-ufg / PPTs
Precipitation Processing Tools (PPTs) it's an open source code developed by Vinícius Vieira Mesquita to download and process satellite precipitation data from NASA Tropical Rainfall Measuring Mission (TRMM) and Global Precipitation Measurement (GPM)
Language:Python 12- Language:Python 9
montimaj / HydroSAR
Groundwater pumping estimation in Arizona using remote sensing datasets and machine learning
Language:Python 9Historical & future climatologies (1970-2100) - Time series extraction and maps plotting
Language:Jupyter Notebook 8samashti / chrs-persiann-util
A utility to search, download global level PERSIANN precipitation data from CHRS Data Portal
Language:Python 6Notebooks python pour l'exploitation des données Météo-France en ligne sur meteo.data.gouv.fr
Language:HTML 4Python code for reading SM2RAIN dataset (global daily precipitations between 2007 and 2019) . Extraction of time serie for N points
Language:Jupyter Notebook 4pinkychow1010 / Downloading-CMIP-Data-using-Python
This repo illustrates how public users can use cdsapi Python API to download climate model data and do some first analysis
Language:Jupyter Notebook 4Buishand and Double Mass tests for hydrologic Time serie homogeneity
Language:Jupyter Notebook 3YiwenMei / Rain_Processors
This repository contains Matlab codes I made to process different satellite precipitation products.
Language:MATLAB 3catdance124 / weather_dash_app
気象庁が公開する降水量データをDashで可視化するアプリケーション
Language:Python 2Exploration and extraction of daily GHCN climatological data (Global Historical Climatologic Network)
Language:Jupyter Notebook 2VickyWip / Spatial-Interpolation
Spatial Interpolation and Precipitation Data Analysis of Sydney, Australia using R, (period examined 1990-2010).
Language:R 2AbbasElHachem / qcpcp
Space-Time Statistical Quality Control of Extreme Precipitation Observation
Language:Python 1bijoychandraAU / Temporal-disaggregation-of-precipitation
R code for generating the projected 15-min precipitation.
Language:R 1EURAC-Ecohydro / SnowSeasonAnalysis
The R package SnowSeasonAnalysis contains some tools for the quality check of precipitation data and for snow analysis.
Language:R 1- Language:R 1
Notebook to create a isohyet map (isovalues) from precipitation data at several raingauges
Language:Jupyter Notebook 1Tools for processing radar hourly rainfall datasets
Language:Jupyter Notebook 1monocongo / ingest_nclimgrid
Ingest code to convert nClimGrid ASCII datsets into NetCDF
Language:Python 1sajagjain / PrecipitationDataParseFromBz2ToCSV
This is a description to convert precipitation data compressed binary files using CDO and then jupyter notebook to Convert it to CSV
Language:Jupyter Notebook 1aryaanakhan / central_park_precipitation
This R project conducts statistical analysis & produces scatterplots / visuals based on monthly + annual Central Park precipitation data from 1860 to 2022.
Language:R 0BrenoSCabral / ajuda_caique
Code dealing with NOAA's precipitation DataSet for climatological ends in a specific point
Language:Jupyter Notebook 0ebadatibnbabar / Rainfall-Forecasting-ARIMA
Application of the ARIMA model to forecast rainfall patterns. Leveraging time-series analysis techniques, it predicts future rainfall levels by analyzing historical data specifically from Bahawalnagar District, Punjab, Pakistan.
Language:R 0emran-hsb / gpm_visualizer
Visualizing and analyzing the precipitation data downloaded from NASA GPM data files.
0fkmuthoni / Climatic-trends-West-Africa
Validation of satellite-based precipitation and temperature variables and long-term trends in West Africa.
Language:R 0Python implementation for calculating the Standard Precipitation Index (SPI) and Standard Precipitation Evapotranspiration Index (SPEI)
Language:Python 0palubad / Precipitation_GEE
Precipitation dataset comparison in GEE. Supplementary material (code and data) for the article submitted for IGARSS 2024, entitled Evaluation of precipitation datasets available in Google Earth Engine on a daily basis for Czechia.
Language:JavaScript 0toozler / noaa_nclimgrid_r
R tools to fetch and visualize NOAA's Monthly U.S. Climate Gridded Dataset (NClimGrid)
Language:R 0zenklinov / nasapower
Getting Data NASA POWER, such as Precipitation in Regional by Single Point approach. Example Precipitation / Rainfall Data in East Java 2018-2022
Language:R 0mdbinger / surfs_up
Assessed the viability of opening up a joint, ice cream and surf equipment shop in Hawaii based on Hawaii’s aggregate temperature and precipitation data using Python and SQLite.
Language:Jupyter Notebook
