"You take a million, billion tonnes of flaming inferno and turn it into 'twinkle, twinkle little star' ..."

Thu, 21 Apr 2011

How much wind energy can we use?

So how much wind energy can we realistically use? A paper (Earth System Dynamics, DOI: 10.5194/esd-2-1-2011) by Miller,Gans and Kleidon (MGK10) has generated a lot of controversy courtesy of a New Scientist review (See Climate Progress for a good rebuttal). They argue that the effective limit we can safely extract without (bad) climatic consequences is around 18--68 TW (we currently use 0.2 TW of wind power).

This paper is a follow-on to Kleidons work on the thermodynamics of the climate, where he points out that the free energy is the important measure of what energy can be generated by renewables. The free energy of the atmosphere is on the scale of hundreds of TW, he argues, much less than the heat energy of ~10^5 TW that comes from the sun. He argues that not enough attention is paid to the free energy budget, and argues that from MEP theory that free energy flows through different geophysical processes are more important than people currently think: such energy and momentum flows then lead to faster depletion of gradients than people currently use in their models. Frequently we use "diffusive-like" approximations to stuff we can't explicitly handle,such as convection and eddies below the resolution of our computer models.

That the free energy budget, and small-scale processes need more detailed study (such as the transfer of momentum and energy from wind to water), I agree. But paradoxically, MGK10's estimates based on diffusive processes are what gets it into trouble.

The critiques (e.g. Jacobsen and Archer) seem to concentrate on the estimates for diffusive and other energy losses (eg. wake fields) and climatic consequences are very loose, and out by factors of 50-100. They also ignore the fact that using wind as a substitute for more destructive energy sources produces a net gain, climate-wise. Based on these numbers, the real limits on wind power are more limited by where we can realistically place turbines, and the use and availability of rare earth metals in turbine magnets (MW sized turbines use over a ton of neodynium each in magnets!)

One of the focuses of research at ICHEC and Met Eireann is wind for wind power: this becomes increasingly important for Ireland as we have more energy production by wind. I've been recently involved in a European project Weather Intelligence for Renewable Energies on investigating weather and climate forecasting needs of wind energy.

In our weather models, we are getting to finer and finer resolutions (down to 2-5 km operationally, but working on 1 km in research), but as yet do not take account of wind energy changes. Modelling the wake turbulence, etc. and other effects of turbines is a 'fluid dynamics' problem done by the wind turbine manufacturers, mostly, in order to lay out turbines in a farm efficiently; this is done on the timescale of metres and seconds, while on the other end of the spectrum work is done in climate research on the changes in potential winds to see if wind energy will change in a few decades. But little is done on 'weather' scales of kilometres, minutes and hours: it turns out there are wind patterns that we don't predict in our models (vortices, etc.; especially for offshore turbines) that affect wind energy production, but would be very useful for wind farm and electrical grid operators to know about. So we should think about adapting our weather models for these.

Either way, it looks like more detailed work on the interactions between atmospheric dynamics and wind farms would be a good thing.

Incidentally, whatever about the alarmist nature of the article, kudos to New Scientist for their linking to papers: they quoted the names of the journals (Earth System Dynamics,Philosophical Transactions of the Royal Society), but where the article was not yet published (or behind a paywall), linked to the Arxiv.org version. More could do this.

Mon, 23 Aug 2010

Did the global climate change in the 1970's?
Wetter winters since 1978 in Ireland An EOF analysis of annual Irish rainfall (first principal component). We see increased rainfall, with a shift point around 1978.

Did the global climate change in 1975? Tamino has a nice blog entry on statistical analysis of temperature changes, showing a kink in the upward curve at 1975. This has been seen in a number of places, but no clear atttribution to a climate-state-change has been physically identified: perhaps its due to cleaner air, with aerosols removed in the 1970's.

Recently, a colleague Dr. Shiyu Wang at ICHEC did some work on a more local problem: has the climate changed recently in Ireland ? Over the last three years we've seen record-breaking rainfall during the winter: in November 2009, many parts of Ireland saw twice the usual rainfall, in some places threefold increases. After three miserable winters, people were asking: is this the new norm? So Shiyu did some analysis for the Environmental Protection Agency, and the short answer is: it appears to be just a statistical fluctuation, for the moment. More would be needed to confirm a trend (you can see a poster presented on this here).

But as part of this, he demonstrated that we did shift to wetter weather from about 1978 onwards.

How can clearer skies over Europe cause this? another piece of the global warming attribution puzzle?

Thu, 18 Jun 2009

Maps and Coastlines in Debian

As mentioned before, I've started working on Debian Meteorology, adding "standard" meteorology-related packages to Debian. Part of the aim of this is to jump-start an effort of integrating the FLOSS in the field: all the usual libraries that people working in the field use and expect to be on the supercomputers and workstations they use.

So, two packages I've been working on are Magics++ and zyGrib, which are plotting and visualisaton tools. respectively. So they both contain coastline maps of the world. Digging deeper shows they use the same files : a binary database called 'GSHHS', or Global Self-consistent Hierarchical High-resolution Shorelines. Some scope for integration here.

So, I start investigating GSHHS in order to create a 'coastline data' package to be shared. It turns out that building GSHHS depends on GMT, the Generic Mapping Tools, already present in Debian, and this coastline issue has been explored before, and a package gmt-coast-low created.

"gmt-coast-low" is 5.5 MB in size, and as its name suggests, there was once a "gmt-coast-high", but this has since been dropped for taking up too much space in the Debian archive (in its place, a script which will download this data for you has been created. But the files in gmt-coastline-low are in netCDF rather than GSHHS's own binary format; what to do? Posting a mail for help and it turns out that another package is being considered, Basemap, an add-on for Mathplotlib, that also includes the GSHHS data.

I've summarized the files, sizes and versions here in the Debian Wiki. Offhand it appears that there is scope for re-adding a gmt-coastline-high package (with perhaps additional small datafiles on states boundaries, etc. seen in Basemap), though some questions remain:

  • Is 170 MB of arch-independent data too much these days in the Debian archive, especially since it appears at least 4 packages can use it ?
  • It seems that some packages would need to be patched to bring them up to date with the latest format version for the database. What format should the data be in, this special binary format (quite simple) or netCDF ?

Tue, 31 Mar 2009

With Speed and Violence: Why Scientists fear Tipping Points in Climate Change, by Fred Pearce

I bought With Speed and Violence: Why Scientists fear Tipping Points in Climate Change to investigate the concept of tipping points in climate change: how real are they, and what ones might exist. A lot of points are labelled 'tipping points', such as the melting of the Arctic; but, if we successfully reduced CO2 to pre-industrial levels, would they revert, or would we have passed a point of no return?

read more »

Mon, 08 Dec 2008

Storm World: Hurricanes, Politics and the Battle over Global Warming

Storm World, by Chris Mooney is an account of the development of the science of Hurricanes and their links to Global warming, against the background of Katrina and the politics of global warming.

read more »

Fri, 02 May 2008

CO2 reconsidered

Just up on arxiv.org this week appeared Warming the early Earth - CO2 considered, by von Paris et al.. Just a preprint, and i'm working through its 53 pages now, put its likely to put the cat among the pidgeons:

Abstract: Despite a fainter Sun, the surface of the early Earth was mostly ice-free. Proposed solutions to this so-called "faint young Sun problem" have usually involved higher amounts of greenhouse gases than present in the modern-day atmosphere. However, geological evidence seemed to indicate that the atmospheric CO2 concentrations during the Archaean and Proterozoic were far too low to keep the surface from freezing. With a radiative-convective model including new, updated thermal absorption coefficients, we found that the amount of CO2 necessary to obtain 273 K at the surface is reduced up to an order of magnitude compared to previous studies. For the late Archaean and early Proterozoic period of the Earth, we calculate that CO2 partial pressures of only about 2.9 mb are required to keep its surface from freezing which is compatible with the amount inferred from sediment studies. This conclusion was not significantly changed when we varied model parameters such as relative humidity or surface albedo, obtaining CO2 partial pressures for the late Archaean between 1.5 and 5.5 mb. Thus, the contradiction between sediment data and model results disappears.

The suspected composition of the eary Earth (the Archean, when life is believed to have started, 3.8 to 2.5 billion years ago), has alternated between CO2 and other reducing gases, such as methane.

Originally CO2 was thought to be the main greenhouse gas, making life possible. However the high CO2 levels required were a problem; high CO2 levels would have created siderite (FeCO3) in the top layers of soil as iron interacted with CO2 in the oxygen-free air. Since then methane has top billing as the greenhouse gas responsible, with significant hydrogen levels a possibility. Over time, methane has come out on top. And thats what I wrote when I did my literature review for my PhD. Now I'm tidying it up a bit, and that section may be in for a rewrite.

But what does it mean for our Climate change models of today?