Best AI tools for< Meteorologist >

Tomorrow.io is a Weather Intelligence & Resilience Platform that provides hyper-accurate weather data and insights for organizations and consumers. It offers a range of products and solutions for various industries, leveraging proprietary space data and AI/ML technology to help users predict, make informed decisions, and address weather-related challenges. The platform enables proactive measures to protect infrastructure, optimize operations, and enhance safety in the face of extreme weather events.

Rainbow Weather is an AI-powered weather forecasting application that provides super accurate rain forecasts, local radar information, and hurricane tracking. The app aims to help users plan their day effectively by delivering precise weather updates in real-time. With the use of AI technology, Rainbow Weather ensures that users stay informed and safe by notifying them about weather changes for their exact location. The app is designed to keep users ahead of the weather and prevent them from getting caught in unexpected rain showers. Rainbow Weather's mission is to deliver the most reliable weather information to users, enabling them to make informed decisions and stay safe.

Skyrim is a weather forecasting tool that enables users to run large weather models using consumer-grade GPUs. It provides access to state-of-the-art foundational weather models through a well-maintained infrastructure. Users can forecast weather conditions, such as wind speed and direction, by running simulations on their own GPUs or using modal volume or cloud services like s3 buckets. Skyrim supports various large weather models like Graphcast, Pangu, Fourcastnet, and DLWP, with plans for future enhancements like ensemble prediction and model quantization.

The `ai-models` command is a tool used to run AI-based weather forecasting models. It provides functionalities to install, run, and manage different AI models for weather forecasting. Users can easily install and run various models, customize model settings, download assets, and manage input data from different sources such as ECMWF, CDS, and GRIB files. The tool is designed to optimize performance by running on GPUs and provides options for better organization of assets and output files. It offers a range of command line options for users to interact with the models and customize their forecasting tasks.

Awesome Large Weather Models (LWMs) is a curated collection of articles and resources related to large weather models used in AI for Earth and AI for Science. It includes information on various cutting-edge weather forecasting models, benchmark datasets, and research papers. The repository serves as a hub for researchers and enthusiasts to explore the latest advancements in weather modeling and forecasting.

Earth2Studio is a Python-based package designed to enable users to quickly get started with AI weather and climate models. It provides access to pre-trained models, diagnostic tools, data sources, IO utilities, perturbation methods, and sample workflows for building custom weather prediction workflows. The package aims to empower users to explore AI-driven meteorology through modular components and seamless integration with other Nvidia packages like Modulus.

A catalogue and categorization of AI-based weather forecasting models. This page provides a catalogue and categorization of AI-based weather forecasting models to enable discovery and comparison of different available model options. The weather models are categorized based on metadata found in the JSON schema specification. The table includes information such as the name of the weather model, the organization that developed it, operational data availability, open-source status, and links for further details.

WeatherGFT is a physics-AI hybrid model designed to generalize weather forecasts to finer-grained temporal scales beyond the training dataset. It incorporates physical partial differential equations (PDEs) into neural networks to simulate fine-grained physical evolution and correct biases. The model achieves state-of-the-art performance in forecasting tasks at different time scales, from nowcasting to medium-range forecasts, by utilizing a lead time-aware training framework and a carefully designed PDE kernel. WeatherGFT bridges the gap between nowcast and medium-range forecast by extending forecasting abilities to predict accurately at a 30-minute time scale.

PaddleScience is a scientific computing suite developed based on the deep learning framework PaddlePaddle. It utilizes the learning ability of deep neural networks and the automatic (higher-order) differentiation mechanism of PaddlePaddle to solve problems in physics, chemistry, meteorology, and other fields. It supports three solving methods: physics mechanism-driven, data-driven, and mathematical fusion, and provides basic APIs and detailed documentation for users to use and further develop.

The 'awesome-air-quality' repository is a curated list of software libraries, tools, and resources related to air quality data acquisition, analysis, and visualization. It includes libraries in various programming languages such as Python, Java, R, and C#, as well as hardware drivers and software for gas sensors and particulate matter sensors. The repository aims to provide a comprehensive collection of tools for working with air quality data from different sources and for different purposes.

The Microsoft AI for Earth program hosts geospatial data on Azure that is important to environmental sustainability and Earth science. This repo hosts documentation and demonstration notebooks for all the data that is managed by AI for Earth. It also serves as a "staging ground" for the Planetary Computer Data Catalog.

ModelFusion is an abstraction layer for integrating AI models into JavaScript and TypeScript applications, unifying the API for common operations such as text streaming, object generation, and tool usage. It provides features to support production environments, including observability hooks, logging, and automatic retries. You can use ModelFusion to build AI applications, chatbots, and agents. ModelFusion is a non-commercial open source project that is community-driven. You can use it with any supported provider. ModelFusion supports a wide range of models including text generation, image generation, vision, text-to-speech, speech-to-text, and embedding models. ModelFusion infers TypeScript types wherever possible and validates model responses. ModelFusion provides an observer framework and logging support. ModelFusion ensures seamless operation through automatic retries, throttling, and error handling mechanisms. ModelFusion is fully tree-shakeable, can be used in serverless environments, and only uses a minimal set of dependencies.

ReEdgeGPT is a tool designed for reverse engineering the chat feature of the new version of Bing. It provides documentation and guidance on how to collect and use cookies to access the chat feature. The tool allows users to create a chatbot using the collected cookies and interact with the Bing GPT chatbot. It also offers support for different modes like Copilot and Bing, along with plugins for various tasks. The tool covers historical information about Rome, the Lazio region, and provides troubleshooting tips for common issues encountered while using the tool.

I'm friendly, offer weather updates, and engage in small talk.

Super astronomer identifying clouds in English and Chinese, sharing facts in Chinese.

Your savvy weather pal.

Fun Weather forecaster.

正確な天気予報とオーダーメイドの服装を提案する。地域と性別を入力して。/ I provide precise weather forecasts and tailored clothing suggestions.

This is an EPEMC private Research bot (PrRB)

Give me your weather and I will tell you what products to use today!

I transform complex NOAA weather forecasts into easy-to-understand language, educating about weather phenomena.

A mental health self-check tool assessing weather dependency. Powered by WeatherMind

Your guide to understanding moon phases and lunar events.

Offers survival strategies and safety tips for extreme weather scenarios, including hurricanes, tornados, and heatwaves.

Specialist in cold weather advice, preparation, and activities.

Provides sunrise/sunset times

Supportive guide for weather-related challenges, offering emotional and practical advice.

Spørg mig om det bliver hvid jul i år. Dækker Danmark, Grønland og Færøerne.

Your wise weather whisperer 👩‍💻 & crystal ball 🌟 guides when to pack bags confidently 🧳✈️. My analysis envision future weather disruptions helping you to plan your travel! 🦸‍♀️

A friendly guide for hurricane preparedness and safety

你好，请问您有什么问题要问吗？

A weather expert that connects to your ACTION for forecasts.

Weather forecasting

Scientific expert on humidity, providing detailed and informative guidance.

I am the sage of the sky, ask me anything about the Earth's atmosphere and ionosphere

Your comprehensive guide on space weather impacts.

Your expert in meteorology, atmospheric science, and related physics/mathematics.