rainfall-data 开源项目推荐（42 个）

loicduffar /ERA5-tools

笔记本 Python 可下载和查看 ERA5 气候数据，并提取时间序列（涵盖多种大气和陆地表面参数的小时至月度数据）

walfonso-uv /NLPCA-SOM

Clustering using Self-Organizing Maps through Non-Linear Principal Components Analysis - Rainfalls in Southwestern Colombia

jkreklow /radproc

Radproc - RADOLAN composite processing, analysis and data exchange with ArcGIS

loicduffar /meteo.data-Tools

Notebooks python pour l'exploitation des open-data Météo-France en ligne sur meteo.data.gouv.fr

arnavgarg123 /Bangladesh-Rainfall

Time Series data Analysis of Rainfall in Bangladesh

mathworks /Precipitation-Variability-Analysis-MATLAB

Access, process and visualize global climate (precipitation) data from the WCRP CMIP6 database

loicduffar /WorldClim-Climate-Change-Data-Analysis

Historical & future climatologies (1970-2100) - Time series extraction and maps plotting

answerquest /IMD-grid-data-work

Some work on IMD Pune's gridded data sets

loicduffar /SM2RAIN-Tools

Python code for reading SM2RAIN dataset (global daily precipitations between 2007 and 2019) . Extraction of time serie for N points

jonnakutip /RainFall_Vizualization-

Visualization of Rainfall data.

loicduffar /Homegeneity-test-for-hydrologic-time-series

Buishand and Double Mass tests for hydrologic Time serie homogeneity

mclane2 /Parallel-Chained-Equations

Showcasing parallel chained equations for imputation of missing data

omidemam /PPTSA

PPTSA (Precipitation Probabilistic Time Series Analysis) examines the statistical structure and predictability of precipitation, emphasizing the impulse-like nature of rainfall and its implications for forecasting. The study uses ~140 years of daily precipitation data from Central Park, New York City.

televisualarts-cloud /grid-monitor

A dashboard for monitoring the UK electricity grid and gas infrastructure statuses in real-time. Octopus Energy customers can also input their API credentials and monitor their own energy usage. Monitor local environment flood and rainfall data. Get hyper-local weather "nowcasts" in real-time.

FranciscoCavalcanti /CRU

Collect, manipulate, and generate variables related to climatic shocks on AMC (Comparable Minimum Areas) in Brazil.

ebadatibnbabar /Rainfall-Forecasting-ETS

Application of the ETS model to forecast rainfall patterns. Leveraging time-series analysis techniques, it predicts future rainfall levels by analyzing historical data specifically from Bahwalnagar District, Punjab, Pakistan.

allhailgachuri /ROPIAS

A data-driven Python system that helps smallholder farmers in Kenya distinguish between True and False rainfall onsets, and receive satellite-based irrigation advisories — no hardware required.

MastaT002 /Drought-Food-Security-Early-Warning-System

ML-powered early warning system for predicting high food insecurity risk across Kenya ASAL counties. Combines IPC food security outcomes, rainfall, NDVI vegetation, and food price indicators to support early risk monitoring and humanitarian planning. #DataScience #FoodSecurity #Kenya

paul-florentin-charles /bcn-rainfall-models

All-in-one project about Barcelona Rainfall, that is being split into different subprojects; to be archived when splitting is completely achieved.

sauravgore /Predictive-Statistics-of-Imbalanced-Rainfall-Data

Preprocessing imbalanced rainfall data using Apache Hadoop framework and give predictive statistics of rainfall data using R