Giter VIP home page Giter VIP logo

heatwavetracker's Introduction

Heat wave tracker: a multi-method, multi-source heat wave measurement toolkit based on Google Earth Engine

Modeling framework

A multi-characteristic heat wave framework is used to estimate historical and future projected heat waves across Australia. A Google Earth Engine-based toolkit named heat wave tracker (HWT) is developed, which can be used for dynamic visualization, extraction, and processing of complex heat wave events.

Table 1. Long-term climate data for heat wave measurement.

Name Spatial Resolution Time period
SILO 0.05*0.05 1920-2020
ERA5 0.25*025 1979-2020
CPC 0.5*0.5 1979-2020
CMIP5 0.25*0.25 1950-2099

Click the following links to get the access. The corresponding links are:

Figure 1. The model UI, and toolkit link: https://tensorflow.users.earthengine.app/view/heat-wave-tracker

Updates

  • 2021-01-06

Known issues

  • CPC data missing 2005

heatwavetracker's People

Contributors

geogismx avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.