ASEAN Specialised Meteorological Centre (ASMC) Portal
Provides regional meteorological information, transboundary haze monitoring, weather forecasts, and climate outlooks to support environmental management and disaster preparedness.
Timescale: Extended Range (Sub-seasonal)
NMME Seasonal Forecasts for International Regions
Provides operational multi-model ensemble seasonal forecast guidance for precipitation and temperature by combining forecasts from multiple North American climate prediction models.
WMO Lead Centre for Sub-seasonal Prediction Multi-Model Ensemble (S2S MME)
Provides standardized multi-model ensemble sub-seasonal forecast guidance by combining outputs from multiple international forecasting centres to improve forecast reliability and support operational forecasting.
Python Climate Predictability Tool (PyCPT)
An open-source Python interface that modernizes the Climate Predictability Tool (CPT), enabling automated statistical seasonal forecasting, forecast calibration, verification, and reproducible climate forecasting workflows.
ECMWF Forecasts (ecCharts)
An interactive forecast visualization platform that provides access to ECMWF’s operational numerical weather prediction (NWP) products, ensemble forecasts, and derived forecast guidance to support weather forecasting and early warning.
Climate Predictability Tool (CPT)
Well established calibration tool for seasonal and recently sub-seasonal predictions
XCAST
A Python-based climate forecasting toolkit designed to support statistical seasonal prediction, multi-model ensemble analysis, and reproducible forecasting workflows
WMO Information System 2.0 (WIS 2.0)
A global data exchange and interoperability framework designed to enable real-time sharing, discover, and access to weather, climate, and hydrological data across countries, institutions, and systems
WGI Interactive Atlas
A scientific data exploration and visualization platform designed to support climate change assessment, risk analysis, and decision-making by enabling users to interact with multi-model climate projections and historical datasets
System for Agro-meteorological Knowledge and Advisory for Land-based Practices (SANKALP)
An operational advisory system that translates weather and climate forecasts into crop-specific, actionable recommendations for farmers and agricultural stakeholders