tanxuezhi Goto Github PK

-weather-prediction-using-r-framework-

In this paper, we investigate the use of data mining techniques in forecasting maximum and rainfall. A data model for the meteorological data was developed and this was used to classify the annual climatic changes.

2018-paraguay-floods

Heavy rainfall in Paraguay during the 2015-2016 austral summer: causes and sub-seasonal-to-seasonal predictive skill (Journal of Climate) by Doss-Gollin, Muñoz, Mason, and Pastén

2018_vanderkelen_etal_hess_ab

Data analysis and modelling used in Vanderkelen et al., 2018a and b

2023_dehertog_etal_esd

Data analysis and WAM-2 layers code used in De Hertog et al. (2023)

aegis

This is a water resources library in its very early stages. (stay tuned)

agrir

Tools for processing raster and meteorological data related to agriculture

agrolib

Libraries for agro-meteorological and climate analysis. They include a numerical solution for three-dimensional water and heat flow in the soil, water balance, meteorological data interpolation, daily weather generator, radiation budget, snow accumulation and melt, plant development and plant water uptake.

alpine-precip-prediction

Application of probabilistic machine learning methods to predicting local alpine precipitation using large scale atmospheric data.

amip_simu

AMIP experiments for surface forcings (sea ice, SST, QBO, Eurasian snow)

analysis-of-climate-change-and-its-potential-impacts

This project achieves an explorative analysis of climate change and its impacts on Carbon Footprint, Drought occurrences, Agricultural Yield and Population. Dataset was obtained from World Bank and the Spanish national research council

applicate

Codes for midlatitude atmospheric circulation diagnostics

atlas-of-variability-code-package

The Atlas of Variability Code Package allows a quick, standardized analysis of the variability characteristics of climate model output. It is a series of MATLAB functions that take NetCDF files and return results from spectral density analysis and basic distribution characteristics, and present them in several useful visualizations.

atmospheric-fronts

Course project. The goal is to automatically detect atmospheric fronts.

awesome-earthobservation-code

A curated list of awesome tools, tutorials, code, helpful projects, links, stuff about Earth Observation and Geospatial stuff!

awesome-python-data-science-books

Probably the best curated list of data science books in Python

aws-hpc-workshops

This is a repo of HPC workshops that will be used to facilitate on-site engagements, or be used at conferences and summits.

ayga

Python and R libraries to perform climate bias correction and test methods on chaotic attractors

birds

climate change impact projections on river hydrology and water birds

breeze

An R package collecting functions for wind resource assessment

brffa

ca-drought

calvin

reservoir network optimization

causality

Kaggle's Causality Challenge Solution for team FirfiD

cesm-lens

some templates for accessing analyzing the CESM large ensemble on NCAR's casper cluster

cesm-niagara

Source Code and Use Instructions for CESM2.1.0 on Scinet's Niagara- CFG Edition

cesm2-le_snowwater

cesm_postprocessing

Project repository for the CESM python based post-processing code, documentation and issues tracking.

changesflashdrought

chm

The Canadian Hydrological Model

ciculation