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chatgpt-data-science-prompts

A repository of 60 useful data science prompts for ChatGPT

china-geospatial-data

China Geospatial Data for GMT

china_area

2022年**全国5级行政区划（省、市、县、镇、村）

climate-change-data

:earth_africa: A curated list of APIs, open data and ML/AI projects on climate change

climate-risk-data-cleaning

climatehack

The Illinois repository for Climatehack (https://climatehack.ai/). We won 1st place!

cmaps

user defined colormaps in matplotlib.

cme_ncomms_2020

Supplementary files and scripts for Nowack et al., Causal networks for climate model evaluation and constrained projections, Nature Communications (2020), https://doi.org/10.1038/s41467-020-15195-y

cmip6-urop

cmip6_preprocessing

Analysis ready CMIP6 data in python the easy way with pangeo tools.

computecanada-wiki

steps to set up your compute canada resources and important guidelines

convlstm-cnn-for-tropical-cyclone

Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity

cultural_adaptation_to_climate_change

Cultural Adaptation to Climate Change

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

deepadots

Repository of the paper "A Systematic Evaluation of Deep Anomaly Detection Methods for Time Series".

dlacs

A library designed to implement deep learning algorisms to climate data for weather and climate prediction.

dlwp

Deep Learning Weather Prediction

downpy

Codes for downscaling and error modelling of precipitation data

drought_clusters

Code used to identify and analyze drought clusters from gridded data.

drought_features

run theory to characterize drought indices

earthnet-models-pytorch

earthpy

A package built to support working with spatial data using open source python

eds220_fall2021

Course materials for EDS 220 "Remote Sensing and Environmental Data", at the University of California, Santa Barbara, offered in Fall 2021

evapotranspiration

extremeevents

Using ANN's to reveal changes in extreme events and internal variability in climate models

flash_drought

Example python scripts to detect flash drought events from gridded soil moisture data

flood_hazard_map_comparison_2019

This repository contains the scripts used for performing the analyze in the publication: Global flood hazard map and exposed GDP comparison: a China case study

flood_style_transfer

Visually predicting aerial flood imagery using neural style transfer

flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

fwi-figures