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The Basic Research Model Models/Theory •NWP •GCM/CSMs •Process Mods. Observations •Soundings •Satellites •Surface Obs. Predictions Boundary Conditions Initial Conditions Better data result in better model predictions Better model physcis/numerics also result in better model predictions Comparison of model-observation differences shows where improvements are needed
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The Basic Research Model Models/Theory NWP GCM/CSMs Process Mods. Observations Soundings Satellites Surface Obs. Predictions Boundary Conditions Initial.

Jan 21, 2016

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Arnold Perkins
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Page 1: The Basic Research Model Models/Theory NWP GCM/CSMs Process Mods. Observations Soundings Satellites Surface Obs. Predictions Boundary Conditions Initial.

The Basic Research Model

Models/Theory• NWP• GCM/CSMs• Process Mods.

Observations• Soundings• Satellites• Surface Obs.

Predictions

Boundary ConditionsInitial Conditions

Better data result in better model predictions

Better model physcis/numerics also result in better model predictions

Comparison of model-observation differences shows where

improvements are needed

Page 2: The Basic Research Model Models/Theory NWP GCM/CSMs Process Mods. Observations Soundings Satellites Surface Obs. Predictions Boundary Conditions Initial.

An Example: NWP Skill

5-day NH forecasts today are as good as 1980’s 3-day forecasts

7-day SH forecasts today are as good as 1980’s 3-day forecasts in SH

Convergence of NH and SH skills reveal two things: better models & incorporation of satellite data.Wallace + Hobbs, Fig 1.1. 100% skill means the model perfectly

predicts the flow field at ~5 km.

Model Improvements:- Higher Resolutions- New, better physical parameterizations

Observational Improvements:- Satellites (winds, sounders, etc.)- Aircraft Soundings- More surface sounders

Page 3: The Basic Research Model Models/Theory NWP GCM/CSMs Process Mods. Observations Soundings Satellites Surface Obs. Predictions Boundary Conditions Initial.

Initial Conditions for NWP Models

There is an increasing need for new and sophisticated satellite and surface observing technologies

Page 4: The Basic Research Model Models/Theory NWP GCM/CSMs Process Mods. Observations Soundings Satellites Surface Obs. Predictions Boundary Conditions Initial.

Forecasting: Interesting Directions

Now-casting:Using Synoptic Conditions to Predict Extreme Hazards

Page 5: The Basic Research Model Models/Theory NWP GCM/CSMs Process Mods. Observations Soundings Satellites Surface Obs. Predictions Boundary Conditions Initial.

Forecasting: Interesting Directions

Forecasting Fire Hazards:Requires detailed understanding of surface biology in addition to weather

Page 6: The Basic Research Model Models/Theory NWP GCM/CSMs Process Mods. Observations Soundings Satellites Surface Obs. Predictions Boundary Conditions Initial.

Forecasting: Interesting Directions

Hurricane Forecasting:Predicting Hurricane Formation Frequency, Track, and Intensity

Involves both Seasonal and Synoptic Forecasting Efforts

Page 7: The Basic Research Model Models/Theory NWP GCM/CSMs Process Mods. Observations Soundings Satellites Surface Obs. Predictions Boundary Conditions Initial.

Forecasting: Interesting Directions

There are increasing efforts to rely on national energy resources

Solar energy and Wind are attractive renewable energy sources

These place new demands on synoptic and climatological forecasting efforts.

Page 8: The Basic Research Model Models/Theory NWP GCM/CSMs Process Mods. Observations Soundings Satellites Surface Obs. Predictions Boundary Conditions Initial.

Atmospheric Chemistry: AerosolsAerosols are particles suspended in the atmosphere, ranging in size from nanometers to micrometers

We associate them with smoke, smog, and dust storms, but they actually play a number of very important roles:

•Reductions in visibility (“Haze”) and surface solar energy•Air Quality reduction – a vector for toxins and a source of allergies•Source of “cloud condensation nuclei” – the seeds upon which every cloud drop forms

As with CO2, aerosol concentrations are increasing in time due to anthropogenic activities (biomass burning, SO2 emissions from coal fired power plants, condensation of organic vapors from cars and industry, fertilizers, dust, etc.)

Unlike CO2, aerosols tend to cool the surface. Aerosol effects are the largest source of uncertainty in long-term estimates of man’s impact on climate.

Page 9: The Basic Research Model Models/Theory NWP GCM/CSMs Process Mods. Observations Soundings Satellites Surface Obs. Predictions Boundary Conditions Initial.

Atmospheric Chemistry: Ozone

Reductions in Global Ozone Concentration related to emissions of CFCs, a common refrigerant

• Montreal Protocol & its amendments enacted a global elimination of the use/production of CFCs

CFCs and other processes contribute to the annual SH springtime Ozone Hole

• 1st observations of Ozone hole viewed as a “mistake” by NASA when interpreting data

Ozone is an essential component of the stratosphere, reducing harmful UV rays at the surface. It is also a toxin in the troposphere, caused by emissions of NOx and VOCs (Volatile Organic Carbon species).

Page 10: The Basic Research Model Models/Theory NWP GCM/CSMs Process Mods. Observations Soundings Satellites Surface Obs. Predictions Boundary Conditions Initial.

Atmospheric Chemistry: CO2

• CO2 is increasing globally due to use of coal and oil.

• Used as the “poster child” example (along with ozone) of humankind’s ability to impact the global atmosphere.

• There is strong evidence that increases in CO2 and other greenhouse gases are responsible for the underling global average warming trend over the past 120 years.

• Increases in CO2 also acidify the oceans, affecting marine life Paleoclimate studies show that CO2 and perhaps CH4

(methane) have amplified the effects of previous climate shifts

Page 11: The Basic Research Model Models/Theory NWP GCM/CSMs Process Mods. Observations Soundings Satellites Surface Obs. Predictions Boundary Conditions Initial.

Climate Dynamics: Global Change

Page 12: The Basic Research Model Models/Theory NWP GCM/CSMs Process Mods. Observations Soundings Satellites Surface Obs. Predictions Boundary Conditions Initial.

Climate Dynamics: Radiative Forcing

Changes in the atmosphere and surface can change the heat absorbed and emitted by the planet. Changes may occur in the solar spectrum – Earth’s heat source – or the infrared – the return branch of the energy stream. “Tweaks” in either stream are called “radiative forcings” of the climate system. CO2 reduces the outgoing stream, aerosols reduce the incoming stream.

Page 13: The Basic Research Model Models/Theory NWP GCM/CSMs Process Mods. Observations Soundings Satellites Surface Obs. Predictions Boundary Conditions Initial.

The Coupled Climate System

Forcings of the Radiation budget are just a start…. The responses of the climate system are extremely complex. Studies of climate change thus involve efforts from virtually every discipline in the atmospheric sciences.