19
The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

Embed Size (px)

Citation preview

Page 1: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

The Mauna Kea Weather Center:

the need for custom forecastsSteven Businger, Tiziana Cherubini and R. Lyman

Page 2: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

The Mauna Kea Weather Center:

the need for custom forecasts

– Telescope mirror temperature

– Telescope wind shake

– Precipitable water

– Seeing and Cn2

1 - Forecasts of Observing Quality

MKWC HPC System

Page 3: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

2 - Weather Hazard Mitigation

– Tropical cyclones

– Cold frontal passages

– Upper level troughs/lows

– Strong subtropical highs (strong summit winds)

– Kona lows

Page 4: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

Brief History of Weather Center

Memorandum of understanding between UH Meteorology & IfA established the Mauna Kea Weather Center in July 1998.

Three principal objectives:

(i) Provide weather forecasts and nowcasts for MKO.

(ii) Determine and forecast conditions that provide the best astronomical observing conditions.

(iii) Communicate forecasts, meteorological data, and imagery to observatories.

Page 5: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

Current Status MKO forecasts issued twice daily, Monday through Friday Twice Daily WRF runs Satellite and model data feeds from NWS & Unidata Satellite and model graphics presented on web site Comprehensive data archive maintained New WRF products under development WRF case study research ongoing

Page 6: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

Synergy with Broader Community

Page 7: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

Synergy with Broader Community

WRF is an NCAR- and community-supported research and forecast model.

Data assimilation effort (LAPS) for WRF in collaboration with NOAA ESRL.

Data sharing, web distribution, and data archive development in collaboration with Unidata and UH Meteorology.

GPS IPW in collaboration with UH Geophysics and NOAA.

Calibration and assimilation of lightning data in collaboration with ONR and NASA.

COSMIC project: refractivity data from limb-sounding technique

Utilization of high performance computer resources available at NCAR and MHPCC.

Page 8: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

mkwc.ifa.hawaii.edu

Two Linux Servers provide –– Data ingest– Data assimilation and WRF input– Graphic/Web– Redundant product distribution– Archive function

Page 9: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

Silicon Mechanics HPC

The MKWC HPC system is comprised of 16 compute nodes, 128 CPUs (Intel Xeon L5420 Quad-Core 2.50GHz), with high-speed communication links between nodes (Infiniband cards and switches). The system includes a RAID-6 storage component.

Page 10: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

Key Variables in Twice-Daily

MKWC Forecasts Cloud cover, fog,

precipitation Summit winds and

temperature Precipitable water Seeing, Cn

2, and wind profiles

Page 11: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

Research Challenge: Seeing Forecasting

Obtain fine vertical and horizontal resolution forecasts of temperature, wind profiles and turbulence related variables from WRF Cn

2 algorithm prediction

Provide optical turbulence parameters by integrating the Cn

2 profiles

Validate and refine the optical turbulence algorithm

Page 12: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

• The MKWC has been issuing operational quantitative seeing forecasts since the summer of 2006.

• A posteriori, the forecaster qualitatively/quantitatively validates his forecast, thus gaining experience.

• An inventory of the daily data received at the MKWC is under construction. This will allow observed weather conditions to be correlated to observed seeing conditions.

Learning from the daily forecast experience

Page 13: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

• Quantitative validation

Learning from the daily forecast experience

Page 14: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

Study sensitivities of Cn2/seeing forecasts.

Tune model physics configurations to increase overall accuracy.

Incorporate 3-D VAR data assimilation into model & assess impacts.

Investigate weather patterns leading to especially good or bad seeing.

Comprehensive WRF forecast validation.

MKWC Goals

Page 15: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

MKWC Goals

Increase the skill of conventional and seeing forecasts with help of validation statistics.

Provide forecast variables with finer temporal and spatial resolution.

Issue longer-term seeing forecasts.

Page 16: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

Book on SeeingThe measurement and impact of Atmospheric Turbulence and Refractivity

on the Propagation of Extraterrestrial Radiation

Introduction

1. Atmospheric Turbulence Authors

1.1 Atmospheric turbulence from the perspective of a meteorologist………….………………..(Raman)

1.2 Atmospheric turbulence for astronomy…………………………………………….………..….(Vernin)

2. Instrumentation for Observing Optical Turbulence

2.1 Remote optical turbulence sensing: present and future………………………….………..(Tokovinin)

2.2 Standard and commonly used optical turbulence profilers ……………………..………(Chun et al.)

2.3 Seeing by site monitors versus VLT image quality …………………………………...(Sarazin et al.)

3. Adaptive Optics - Interferometry

3.1 Introduction to Adaptive Optics: The Quest for Image Quality……….…(Businger, Tokovinin et al.)

4. Modeling Optical Turbulence

4.1 The “Missing Link” Between Meteorology and Astronomy…………………………...(Simons & Roy)

4.2 Optical Turbulence Modeling and Forecast.

Towards a new era for ground-based astrononmy………………………………………….(Masciadri)

4.3 An operational perspective for modeling optical turbulence……………………………….…(MKWC)

Page 17: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

Status

Most of the papers have been reviewed.

Formatting

Glossary

Editing issues

Deadlines:

– Draft by the end of the year

– Published by spring 2009

Page 18: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

Thank you to the contributors

April 14, 2008http://mkwc.ifa.hawaii.edu/

guide

Page 19: The Mauna Kea Weather Center: the need for custom forecasts Steven Businger, Tiziana Cherubini and R. Lyman

Questions?