tag:blogger.com,1999:blog-90589033370977774372024-03-13T16:34:03.283-07:00Nutty ProfNutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.comBlogger143125tag:blogger.com,1999:blog-9058903337097777437.post-31650251504239431722018-04-14T13:42:00.000-07:002018-04-14T13:42:46.493-07:00A chemical engineer’s view of climate change.We chemical engineers are a privileged group. We are well grounded in chemistry, physics and math. We are used to handling complex systems and understanding the subtleties of their behaviour. We do our best to integrate environmental sustainability into our work. This may surprise those for whom the very word “chemical” is an anathema, but they do not understand the extent of the challenge posed by a cradle-to-grave system for dealing with chemicals. Once the chemicals get to the retail scale, it is extremely difficult to prevent environmental abuse.<br />
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Armed with the chemical engineer’s skill set, it is possible to take a unique view of climate change. First, it helps to define what we understand by “climate change”? The hypothesis is that an increase in the greenhouse gas concentration in the atmosphere will increase the scattering of longwave infrared which would otherwise radiate harmlessly into space. The resultant imbalance in radiative fluxes would lead to heating of the atmosphere. Both the increase in greenhouse gas concentrations and heating are observable, but it does not necessarily follow that the two are linked.<br />
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It is further supposed that the relative humidity will increase in a warmer world, and, because water vapour is a strong greenhouse gas, the rate of heating will increase exponentially. Intuitively, this makes sense. However, young chemical engineers soon learn that to every problem in a complex system there is always a simple straightforward solution – and that solution is always wrong!<br />
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The chemical engineer understands that feed forward disturbances in complex systems will indeed easily run out of control, and that there has to be feedback if the system is to be stable. The temperature control of the Earth is impressive. For any 100-year period during the past 8 000 years, the system has controlled itself within a range of ±2oC for more than 95% of the time. Climate science has been concentrating on the feed forward aspect, and seems to have completely neglected the stabilizing feedback mechanisms.<br />
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The world does appear to be warming. The official records claim to demonstrate this conclusively:<br />
<div class="separator" style="clear: both; text-align: center;"><a href="https://2.bp.blogspot.com/-NVopNeZ-GEs/WtJjlhojsDI/AAAAAAAACLI/DkLikRz-3U4_LSyKx4Rq9lNkwXz7OZG5wCLcBGAs/s1600/Hadcrut.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://2.bp.blogspot.com/-NVopNeZ-GEs/WtJjlhojsDI/AAAAAAAACLI/DkLikRz-3U4_LSyKx4Rq9lNkwXz7OZG5wCLcBGAs/s320/Hadcrut.jpg" width="320" height="240" data-original-width="730" data-original-height="547" /></a></div>But there are a couple of problems with this official graph. If you take something like New York’s climate, and show the diurnal and seasonal changes, the official record looks insignificant:<br />
<div class="separator" style="clear: both; text-align: center;"><a href="https://1.bp.blogspot.com/-NvHbFN669M0/WtJkfSyfXKI/AAAAAAAACLQ/qtf1ukjfk1c0ucniI2NjkKncgcYblEt8wCLcBGAs/s1600/NYC.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://1.bp.blogspot.com/-NvHbFN669M0/WtJkfSyfXKI/AAAAAAAACLQ/qtf1ukjfk1c0ucniI2NjkKncgcYblEt8wCLcBGAs/s320/NYC.jpg" width="320" height="260" data-original-width="752" data-original-height="610" /></a></div>That is “global warming”. Does it really look like a crisis? But worse is to come! Like a good chemical engineer, you check on the underlying data. You find, when you do this check, that the HADCRUT curve is a figment of someone’s imagination! The raw data has been “adjusted”. Cape Town’s data, for instance, shows slight cooling since 1880, but after adjustment the picture is dramatically different:<br />
<div class="separator" style="clear: both; text-align: center;"><a href="https://4.bp.blogspot.com/-dP3i0Ic6_Vs/WtJlKlUes3I/AAAAAAAACLY/FBJQFQVb89442QYtuiy3iaiMi3gbNeZsACLcBGAs/s1600/Cape%2BTown.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://4.bp.blogspot.com/-dP3i0Ic6_Vs/WtJlKlUes3I/AAAAAAAACLY/FBJQFQVb89442QYtuiy3iaiMi3gbNeZsACLcBGAs/s320/Cape%2BTown.jpg" width="420" height="258" data-original-width="789" data-original-height="485" /></a></div>By ignoring the pre-1910 data and lowering the 1910 to 1960 data by exactly 1.21oC, the observed cooling has become a hypothetical warming! There are hundreds of sites to which similar “adjustments” have been made. A recent report observed “The conclusive findings of this research are that the three GAST [Global Average Surface Temperature] data sets are not a valid representation of reality.” HADCRUT is one of those three.<br />
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If you are a good chemical engineer, once your suspicions are aroused, you go very carefully. So when you are told “Extreme weather events, natural disasters and failure of climate change mitigation and adaptation” are high-ranking risks, you search for evidence in support. You go, for instance, to the climate bible, the Reports of the Intergovernmental Panel on Climate Change. There you find such warnings as:<br />
• “There is low confidence that any observed long-term increases in tropical cyclone activity are robust<br />
• “There is low confidence in observed trends in small-scale phenomena such as tornadoes and hail”<br />
• “There is limited to medium evidence available to assess climate-driven observed changes in the magnitude and frequency of floods. Furthermore, there is low agreement in this evidence, and thus overall low confidence at the global scale regarding even the sign of these changes.” (Emphasis added)<br />
• “Uncertainty in projections of changes in large-scale patterns of natural climate variability remains large.”<br />
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Now I ask you to imagine your Board’s reaction if you were to ask them for a few hundred million to address the risks posed by climate change, as assessed by the IPCC. You would probably be lucky to keep your job.<br />
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However, some Board members may have been reading Al Gore or similar science fiction. “What about the melting ice/sea level/ malaria/polar bears/coral?” And you would show them the evidence that the glaciers are only a few hundred years old – they come and go; that the sea level has been rising at about 1.7mm per year for as long as we have been able to measure it; or that, in 1923, malaria caused 10 000 deaths in Archangel, just outside the Arctic Circle; or that polar bear populations had been declining because too many hunting permits had been issued, and have since grown back; or that bleaching of corals is primarily due to short-term sea level changes such as those caused by El Nino.<br />
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They may fall back on the law. “We have signed the Paris Agreement!” But the Paris Agreement is about controlling temperatures, and that is something we chemical engineers know a lot about. The target is to control the Earth’s temperature to less than 1.5oC above some pre-industrial temperature. Look again at the first figure. The most recent data – which probably hasn’t been adjusted – shows a perfectly natural 0.6oC rise caused by El Nino. And our politicians are going to show us how to control to less than 1.5oC? Plus/minus how much?<br />
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But where we chemical engineers get really annoyed is when there are predictions about the future climate based on models. We do a lot of modelling. It is key to consistently producing chemicals of clearly defined properties from inputs of surprisingly variable composition. We maintain that quality in spite of plant disturbances, failed sensors, dramatic phase changes, ageing pumps. Our models work in real time.<br />
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The climate “models” fail. They all tell us the upper troposphere between the tropics should be warming faster than the surface of the earth. It isn’t. They can’t take into account the energy release of a single tropical cyclone, so their energy balance errs by a few zettajoules. We chemical engineers cringe at the amateur attempts to do modelling. If a model is demonstrably wrong, you should fix it before you go any further.<br />
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So what do they do with their failed models instead? They run them many times, and average the bad results. Then they use the average bad results to make predictions – invariably of worsening conditions. The extraordinary thing is that people believe them. Perhaps it is easier to create a putative problem than to rebuild a bridge or replace an ageing dam or heighten a sea wall. <br />
Hans Andersen wrote a fable of the emperor’s non-existent new clothes. If Andersen were still alive, he would be amused to see his tale come true. <br />
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Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-1013967295414058302018-02-18T11:58:00.000-08:002018-02-18T11:58:43.550-08:00The worst website in the world?When I started out in this computer game, I had to feed batches of punched cards into a mainframe. Fortunately there was a guide to the thing worked - it was an IBM manual. I used to hold out the manual as an example of how to write clearly, concisely and logically. Everything flowed naturally. The thoughts were beautifully expressed.<br />
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I used recipes as a counter example. "Take the peeled oranges" - huh? What peeled oranges? Oh yes, there were oranges in the list of ingredients, but you hadn't been asked to peel them, and at that point the recipe told you to watch the contents of the pot and keep stirring. Have you ever tried to peel an orange while stirring a pot full of frothing liquids which, you have been warned, is liable to boil over if you stop stirring for an instant? <br />
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There is a latter-day evil which has taken over from the recipe books. It is called a "website". Now there are websites which are things of great expertise. They work intuitively. You can find your way around them with never a glitch. You almost feel someone is holding your hand.<br />
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Then there are those for which I have an undying hatred. They lead you down the wrong path; they send you back to the start before you have really started; and they don't give you the information you need even when you get to where you thought you would be able to end.<br />
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I think the worst website in the world must be Ster Kinekor's. You would think that booking a cinema ticket would be the easiest thing in the world - they want you to buy something, and you want to buy it. But no! The first question you ask is "What's on?" and you get presented with a huge list. "Ahah! I'd like to see that!" you think, so you select it. You then try to choose your cinema. If you are fortunate, your chosen movie may be on at your chosen theatre - but it may not, and without further ado you are back at the "What's on?" <br />
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So you change your tactic. You choose a cinema first, and then ask "What's on?" You find a movie you want to see, and then try to find what time it is showing. Damn, it is only coming in two weeks. Back to the start.<br />
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Finally you find a movie you want to see, but the only time given is the time of its first showing. Surely there must be more than one time, you think. You flounder around and suddenly you are back at "What's on?" All the information you have given them is lost - you start again.<br />
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You want to know why the cinema nearest to you is closing? Look no further the the website.<br />
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Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-48303708369544241732018-01-29T23:39:00.000-08:002018-01-29T23:39:18.453-08:00Land in South AfricaThe ANC has raised the spectre of land restitution without compensation. Zimbabwe, here we come, has been the general reaction. So when UCT's Summer School offered a course "The land question in South Africa", I felt I had to go.<br />
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The course was led by Prof Ntsebeza of UCT's African Studies department. It started with a description of the problems faced by rural folk, who have tenuous tenure of their land courtesy the local Chief. Many of the Chiefs are from families that were granted chiefly status by the <i>apartheid</i> regime, to administer Government policy in their "Bantustan". When democratic government arrived, they moved seamlessly to similar status in the tribal authority adminstering the land. Not surprisingly, there is a level of resentment among those so administered, particularly as the tribal authorities show some of the characteristics of <i>apartheid</i> apparatchiks.<br />
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In the Eastern Cape, the King appointed Headmen to villages. The hierarchy is King, each of whom has 20 or more Chiefs reporting to him; each Chief has about 10 Headmen; and each Headman looks after one or more communities. But some communities, years ago, had elected their Headmen, and felt very aggrieved at having outsiders thrust upon them.<br />
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A community under the KwaGcina Traditional Council was so miffed that it took the Council and King to court when they refused to allow an election. The community won. The National Government, King and Council appealed - and lost. A Headman was duly elected.<br />
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This precedent looks like changing the political structures in rural areas. No longer can the government of the day rely on voter fodder being herded towards them by compliant Headmen. Indeed, the change has already spread so far that an imposed Chief has been rejected. <br />
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One of the problems of the tribal structures is that they are are supposed to work closely with local government. There is even a Co-operative Governance Act defining the relationship between the two. However, it is the cause of a real turf war, with local government being frustrated in its efforts at every turn. The end result is inevitable - rural dwellers have no effective service delivery, no schools,no clinics or hospitals, no transport systems.<br />
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Government is doing what it can to resolve the impasse, which is really of their own making. Originally land was to be a local government responsibility, but under presure from the traditional leaders, the ANC gave way and allowed the tribal authorities to continue their administration. There are signs that they are working to rectify this. For instance, in KwaZulu Natal, Government is threatening to remove the Ingonyama Trust of some 28 000 square kilometers from the control of King Zwelethini.<br />
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I came away from the course with a very different view of land reform in South Africa. I no longer believe the Zimbabwe example has any relevance. Rather, I believe we are seeing a democratisation of South Africa which will give us a stronger future, with the associated disappearance of the tribalism which has proved so divisive to our people. Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-87492756530423195632018-01-15T12:20:00.000-08:002018-01-15T12:20:36.746-08:00Good, pure foodWhen I was a graduate student, I was allowed into the chemistry staff Tea Room. In those days, my degree had only just changed from Applied and Industrial Chemistry to Chemical Engineering, and we still had strong ties to the Chemistry Department.<br />
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In the tea room, there was lots of scientific reading matter. There were bound copies of journals, some in German, and some going back into the 19th century. One which fascinated me was "The Analyst", dating back to 1878 and still published by the Royal Society for Chemistry today.<br />
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Much of the early work had to do with the adulteration of food. There were ways of measuring the amount of chalk added to milk, or pigfat added to butter, or glycerine to wine. It was pretty horrifying what the Victorians came up with to enrich the butcher or grocer without killing the customer. Sweeney Todd was no joke!<br />
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Fast forward to today. I do quite a lot of cooking for myself, and rather enjoy it. A recent recipe for sauerkraut from <i>the Economist</i> has proven a great success, even if I had to visit the local spice emporium to find fennel. But I soon found there was something funny about chicken. When I cooked it, it oozed a white, unappetising goo. Then my supermarket had a special on Brazilian chicken, and when I cooked that, it didn't ooze.<br />
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Curious, I did a bit of digging, and found that the local chicken had "brine" added to it. Now brine is a colloquial word for salt water, and salt water doesn't contain goo. A bit more digging, and I found I was buying not just chicken, but chicken fattened and moisturized with chicken blood plasma in brine. So that was why it oozed and shrank.<br />
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Then I observed the same phenomenon in bacon. The commercial stuff was limpid and ended up half the size when cooked - if you were lucky. The German butcher sold me the real thing at a small fortune per kg, but it was firm and didn't ooze and shrink when you cooked it.<br />
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Soon I was finding ooze everywhere. The kipper that barely fitted into the pan, but looked like a sardine once it was done. The gammon that looked big enough for ten hungry mouths, yet had to be sliced very thin to celebrate Christmas. <br />
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I'm cross, and so should you be. Why do we allow ourselves to be ripped off in this way? To be sold something that contains about 30% that isn't what it claims to be? I see the poultry producers are complaining about unfair competition from imports. If they would stop adulterating our food, perhaps we might be more sympathetic. <br />
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Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-68008534017007812852017-12-01T18:37:00.000-08:002017-12-05T10:38:37.950-08:00There is no debate!<span style="font-family: "arial" , "helvetica" , sans-serif;">Three weeks ago I received an invitation from the National Science and Technology Forum - </span><br />
<div style="text-align: center;"><span style="font-family: "arial" , "helvetica" , sans-serif; font-size: large;">Show us the evidence for climate change</span></div><div style="text-align: center;"><span style="font-family: "arial" , "helvetica" , sans-serif;">17 November 2017, Kempton Park, Gauteng</span></div><span style="font-size: small;"><br />
</span> <br />
<div style="text-align: center;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">The National Science and Technology Forum (NSTF</span></span></div>) is pleased to announce that Professors Bob and Mary Scholes will present on climate change. This is an interactive discussion on this critical matter.<br />
<div style="text-align: center;"><br />
<div style="text-align: justify;"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif;">I thought the opportunity to take part on an "in</span>teractive discussion" was too good to miss, so I registered for the event.</span></span></div><div style="text-align: justify;"><br />
</div></div><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;">Then the programme came out, and I wrote to the NSTF:</span></span><br />
<div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;">"</span>I see from the programme that only 20 minutes is set aside for discussion, which after 80 minutes of presentation seems rather unbalanced.</span></span><span style="font-family: "arial" , "helvetica" , sans-serif;">Would it be possible to prebook five minutes of that time? I have a very short presentation covering four of the issues that I believe the presenters will cover – and if they don’t cover one of them, I can easily drop that from my presentation."</span></div><div class="MsoNormal"><br />
</div><div class="MsoNormal"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;">There was a lot of scuttling around, and finally "Yes, we will make it possible" </span></span></div><div class="MsoNormal"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><br />
</span></span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;">In the event, it turned out that the occasion was the Annual General Meeting of the NSTF, and Bob Scholes was effectively the guest speaker. He gave what I would call the orthodox version of the climate change story. There were some very contentious bits - for instance, he believed the dendrothermometry behind the Hockey Stick, claiming that the author, Michael Mann, had been exonerated by eight separate hearings. The fact that Steve McIntyre had shown conclusively that Mann's maths was wrong, and gave hockey sticks from random data, was ignored. Mann's "trick", of deleting the inconvenient data showing tree rings narrowing as the world warmed, was omitted. </span></span></span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><br />
</span></span></span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;">The lecture was about an hour long. Finally, then, there was to be discussion. There were a few questions, and when those slowed to naught, I was permitted to make my contribution. Scholes was allowed to respond and concentrated on the effect of 0.8 deg C warming - "The world was only 5 degrees colder at the depths of the Ice Age". - which surprised me. One ice core I know well, was several degrees warmer than today during the previous interglacial, and 10 deg C colder 20 000 years ago.</span></span></span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><br />
</span></span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;">Over lunch, all the people at my table thanked me for my contribution. They felt it had been balanced, and showed that there was more to the orthodox view than they had been led to believe.</span></span></span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><br />
</span></span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;">Two weeks went by, and there was a "Media Release":</span></span></span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><br />
</span></span> <br />
<div style="text-align: center;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><a href="http://comms.nstf-mail.com/servlet/link/375/414934/1118630/492681">"Video clips</span></a> with the full <a href="http://comms.nstf-mail.com/servlet/link/375/414934/1118630/492682">presentations</span></a></span></span></div></div><div style="text-align: center;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="color: black; font-family: "arial" , "sans-serif"; font-size: small;"> and discussion can be found on the NSTF web site (<a href="http://comms.nstf-mail.com/servlet/link/1272/408835/4752903/429748">www.nstf.org.za</span></a>). Please send information and comments to <a href="mailto:enquiries@nstf.org.za">enquiries@nstf.co.za</span></a>."</span></span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><br />
</span></span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;">In hope I went to the website <a href="http://www.nstf.org.za/discussion-forum/climate-change-and-evidence-2/">http://www.nstf.org.za/discussion-forum/climate-change-and-evidence-2/</a>, and found Scholes' story there, and nothing else. Of my presentation, no sign.</span></span></span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><br />
</span></span></span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;">I wrote to the NSTF - "</span><span style="font-family: "arial" , "helvetica" , sans-serif;"><span lang="en-US">I distinctly recall making a presentation, but I cannot find it on the website. When will it appear?" To date I have had no response. </span></span></span></span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span lang="en-US"><br />
</span></span></span></span> <span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span lang="en-US">Clearly what I had to say must have been very subversive. You can view it via:</span></span></span></span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span lang="en-US"><br />
</span></span></span></span></div><div class="MsoNormal" style="text-align: justify;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span lang="en-US"><a href="https://www.dropbox.com/s/h3td7qsedkob2jd/ASSAf%20change%20short.pptx?dl=0">https://www.dropbox.com/s/h3td7qsedkob2jd/ASSAf%20change%20short.pptx?dl=0</a><br />
</span></span></span></span></div><div class="MsoNormal"><span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-size: small;"><br />
</span></span> <span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif; font-size: small;">I cannot help but think that the NSTF needs to wake up. There are two sides to every debate. Presenting one and censoring the other isn't science.</span></span><br />
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<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif; font-size: small;">Postscript:</span></span><br />
<span style="font-family: "arial" , "helvetica" , sans-serif;"><span style="font-family: "arial" , "helvetica" , sans-serif; font-size: small;">About ten days after the above appeared, I had a very nice letter from the NSTF. Most apologetic that my presentation had been overlooked, but it was posted now. Perhaps all is not lost! </span></span></div><div class="MsoNormal"><br />
</div>Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-21190314016041734152017-10-01T02:24:00.000-07:002017-10-01T02:24:59.484-07:00Zeitz Mocaa<div style="text-align: justify;">
<span style="font-size: large;">I am not an art freak. Nevertheless, the transformation of a 1920's grain silo into a modern art gallery sounded sufficiently unusual to deserve at least a visit. </span></div>
<div style="text-align: justify;">
<span style="font-size: large;">I still had qualms. To my eyes, too much of what passes as "African Art" is naive at best, childish at worst. Would this have any level of sophistication?</span></div>
<div style="text-align: justify;">
<span style="font-size: large;">I should not have worried. I entered a very ordinary loading platform, complete with rails still on the floor. A metre or so inside, and I was in a cathedral of a space, with the old silos sliced in graceful curves.</span></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://1.bp.blogspot.com/-Cya1lZMd-pk/WdCqhum6JUI/AAAAAAAAB6g/DuKzVNchJgw8Llb0XvIoUQQH_XoMNIm4gCLcBGAs/s1600/Zeitz%2BMocaa.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="768" data-original-width="850" height="289" src="https://1.bp.blogspot.com/-Cya1lZMd-pk/WdCqhum6JUI/AAAAAAAAB6g/DuKzVNchJgw8Llb0XvIoUQQH_XoMNIm4gCLcBGAs/s320/Zeitz%2BMocaa.jpg" width="320" /></a></div>
<span style="font-size: xx-small;">Image courtesy Zeitz Mocaa</span><br />
<div style="text-align: justify;">
<span style="font-size: large;">Overhead was a glass roof; some of the silo remnants were dangling threateningly; some housed spiral staircases, and others, lifts. I took a lift to the sixth floor, and stepped out into a sculpture garden. Stepping was gingerish at first, because I was walking on the glass roof, and very aware of six floors of drop beneath my feet. My head told me it was perfectly safe; the pit of my stomach told me quite the reverse!</span></div>
<div style="text-align: justify;">
<span style="font-size: large;">There followed three hours of visual stimulation. Round a circuit of cubical galleries, some containing no more than a small picture on each wall, then down a floor. There was a wonderful triptych involving a zebra, by Athi-Patra Ruga - a great example of the technique of using high-definition ink-jet printing. Kudzanai Chiurai was prolific; his protest posters were a hoot, and his Lyeza film explored a sort of Last Supper theme very creatively. Nandipha Mntambo did magical things with cow hides - some of her creations could have graced grand balls. Mary Sibande's <i>Opportunity</i> was superbly sculpted, with a charging horse to end all charges. It did not matter that a room full of hanging bricks (Kendall Geers) and another of hanging beer bottles (Lungiswa Gquanta) were trite, or that Penny Siopsis had a whole wall which would have been better covered by graffiti - there was enough creativity elsewhere to take away the bad taste. Towards the end, William Kentridge's <i>Dance</i> was 12 minutes of sheer bliss - a vast panorama covering three walls, inviting total immersion and succeeding brilliantly.</span></div>
<div style="text-align: justify;">
<span style="font-size: large;">The Zeitz Museum of Contemporary African Art is a fantastic addition to the list of Cape Town's attractions. Don't miss it!</span></div>
Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-25752679257494744452017-06-13T10:01:00.000-07:002017-06-13T10:01:29.855-07:00How green WAS my valley!<div style="text-align: justify;">
<span style="font-size: large;">We are all "green." We love nature. We will do all we can to save it from being ravaged by mankind. But there is a problem. As Einstein remarked </span><span style="font-size: large;"><span class="st">“<i>Raffiniert ist der Herr Gott, aber boshaft ist er nicht</i>,” roughly translated as "The Good Lord may be subtle, but He is not malicious."</span></span></div>
<div style="text-align: justify;">
<span style="font-size: large;"><span class="st">This should be a warning that you must at all costs avoid being what I call a "galloping green." There is no point in plunging ahead when you think you have spotted a problem. Just remember, there is always a simple, straightforward solution to virtually every problem, and that solution is invariably wrong. You have to think before you act. Gut feeling for nature could do damage, not solve the problem!</span></span></div>
<div style="text-align: justify;">
<span style="font-size: large;"><span class="st">There is a wonderful example in the latest <i>Nature</i> journal, http://www.nature.com/news/gridlock-over-italy-s-olive-tree-deaths-starts-to-ease-1.19939. Down in Puglia, the heel of the boot which is Italy, some olive trees started dying. The plant pathologists identified a foreign bacterium, </span></span><span style="font-size: large;"><i>Xylella fastidiosa,</i> as the culprit. They recommended uprooting the infected trees and everything within 100m of it.</span></div>
<div style="text-align: justify;">
<span style="font-size: large;">But the local green movement was against this. They "knew" all about diseases of olive trees, and were not going to allow 1 000 year old specimens to be uprooted. They chained themselves to the infected trees to prevent them being taken down; they went to court to stop the "massacre." They convinced the Puglian judge that the problem was fungal, not bacterial, and that they were expert in handling olive trees attacked by fungi. The judge believed them.</span></div>
<div style="text-align: justify;">
<span style="font-size: large;"><span class="st">And so the problem has spread through the whole of Puglia, some 200 000ha of olive groves, and is moving steadily north. It has taken six months, but the judgement has been reversed - probably not too late to save the rest of Italy's crop. </span></span></div>
<div style="text-align: justify;">
<span style="font-size: large;"><span class="st">But Puglia is doomed, dead trees everywhere. And the bacterium seems to have spread - to coastal Spain, across the Adriatic to Greece. All because the tree huggers thought they had the answer. Sometimes one thinks green is the colour beloved by the Devil himself!<br />
</span></span></div>
Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-48308090157224847572017-06-13T09:10:00.000-07:002017-06-13T09:10:38.483-07:00The pseudo-disaster of dropping the Paris Accord<div class="MsoNormal" style="text-align: justify;">
<span style="font-size: large;">There has been an outcry over the American decision to renege on the Paris Accord.<span style="mso-spacerun: yes;"> </span>Indeed, one professor went so far as to describe it as a “deeply immoral reprehensible act.”</span><br />
</div>
<div class="MsoNormal" style="text-align: justify;">
<span style="font-size: large;">Yet no-one who read President Trump’s speech can have been left in any doubt that there were sound economic reasons behind his decision. “Compliance with the terms of the Paris Accord and the onerous energy restrictions it has placed on the United States could cost America as much as 2.7 million lost jobs by 2025 according to the National Economic Research Associates. This includes 440,000 fewer manufacturing jobs. . .”<span style="mso-spacerun: yes;"> </span>“the Paris Accord … includes yet another scheme to redistribute wealth out of the United States through the so-called Green Climate Fund — nice name — which calls for developed countries to send $100 billion to developing countries all on top of America’s existing and massive foreign aid payments.”</span><br />
</div>
<div class="MsoNormal" style="text-align: justify;">
<span style="font-size: large;">When you realize that <span style="mso-spacerun: yes;"> </span>China is America’s greatest trading rival as well as being a ‘developing country’, you can understand the American reluctance to send it aid.<span style="mso-spacerun: yes;"> </span></span><br />
</div>
<div class="MsoNormal" style="text-align: justify;">
<span style="font-size: large;">The good Professor even suggested America could not “opt out of the laws of physics.” Again, it is clear that he is ignoring large sections of what President Trump actually said. “Even if the Paris Agreement were implemented in full, with total compliance from all nations, it is estimated it would only produce a two-tenths of one degree Celsius reduction in global temperature by the year 2100. Tiny, tiny amount. In fact, 14 days of carbon emissions from China alone would wipe out the gains from … America's expected reductions in the year 2030, after we have had to spend billions and billions of dollars, lost jobs, closed factories, and suffered much higher energy costs for our businesses and for our homes.”</span><br />
</div>
<div class="MsoNormal" style="text-align: justify;">
<span style="font-size: large;">The people who are ignoring the laws of physics are those on the United Nations Framework Convention on Climate Change and the Intergovernmental Panel on Climate Change.<span style="mso-spacerun: yes;"> </span>They are interpreting the laws of physics in such a way as to attempt to convince us that climate catastrophe is just round the corner.<span style="mso-spacerun: yes;"> </span>It clearly isn’t.</span><br />
</div>
<div class="MsoNormal" style="text-align: justify;">
<span style="font-size: large;">None of their longer-term predictions have come true. The Arctic ice didn’t disappear in 2010. The greenhouse gases have shot up in this millennium, but the thermometer has barely budged.<span style="mso-spacerun: yes;"> </span>The actual records of rainfall show no significant global trends, and there is a statistically insignificant drop in the number and violence of cyclones. <span style="mso-spacerun: yes;"> </span>Yes, it’s got warmer – which mean that fewer old people die in winter.<span style="mso-spacerun: yes;"> </span>Yes, there is more carbon dioxide in the atmosphere, so plant life is flourishing and the planet, seen from space, is measurably greener.</span><br />
</div>
<div class="MsoNormal" style="text-align: justify;">
<span style="font-size: large;">Our Professor claims “The effects of climate change will hit … poorer communities … more than the rich.”<span style="mso-spacerun: yes;"> </span>What he overlooks is that the Paris Accord in effect asks nations to avoid fossil fuels, even though for many they are the cheapest and most effective primary sources of energy. China is building some 200GW of new coal-fired power stations; India is building nearly 600GW; Africa has 120GW planned; and Pakistan, which has long relied on hydropower, is building 60GW. Even Germany, practically the home of renewable energy, has recently built 10GW of coal-fired power. For comparison, South Africa’s total capacity is about 45GW.</span><br />
</div>
<div class="MsoNormal" style="text-align: justify;">
<span style="font-size: large;">Yes, renewable energy is now on a cost parity with many other sources of energy; but renewable energy makes up only a tiny fraction (<2%)of the world’s energy supply and is already proving more difficult to distribute than the dispatchable sources. So it is the Paris Accord that will impact poorer societies, not climate change – particularly as the Green Climate Fund appears a dead duck. </span></div>
Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-90747298978278250382017-01-19T13:42:00.000-08:002017-01-19T13:42:23.592-08:00The scourging of the denialistIt is a remarkable phenomenon, that if you say you doubt that human beings have much of an influence on the climate, you are treated as a kind of pariah. In the US, for instance, a very nice, intelligent woman called Judith Curry has recently walked out of her academic post. She has merely expressed doubts, and has done so clearly and honestly for a number of years. I have watched several hours of videos of her addressing professional societies and government bodies, and have been struck by her ability to communicate her doubts succinctly and openly. Yet she has been vilified by many of her colleagues, struggled to find funding for her research, and had her students unfairly criticized in turn.<br />
<br />
There was the infamous case of two American physicists, Soon and Baliunas, who wrote a review paper, summarizing the literature on global temperatures around 1400CE. Review papers are generally uncontroversial; they merely pull together a range of findings by other people. Soon and Baliunas dug up some 200 peer-reviewed studies of medieval temperatures, the great majority of which found that it had been significantly warmer than it is today. Wine in Scotland, tropical fruits in Rome, worldwide such evidence of the Medieval Warm Period.<br />
<br />
However, a group who depended on the human warming hypothesis had produced a graph which failed to show any such period. The Intergovernmental Panel on Climate Change had seized on their graph to show unprecedented warming in the 20th century. The graph even acquired a name - the Hockey Stick. The inconvenient review had to be killed! And killed it was. By the time the dust had settled, even the journal which had allowed the review to appear had disappeared.<br />
<br />
Just to make matters worse, the Hockey Stick showing no Medieval Warming Period was found to be faked. The underlying mathematics had been wrongly applied, and there had been reliance on the width of tree rings to estimate the historical temperatures - but the tree rings went the wrong way when measured against modern temperatures. So the modern tree-ring data was deleted, and replaced with the temperature record. As scientific chicanery went, it has few equals.<br />
<br />
A few years ago, the SA National Energy Association [SANEA], local representative of the World Energy Council, did me the honour of awarding me their Energy Award. Shortly after that they had a presentation at one of the monthly meetings in Cape Town from a True Believer from Johannesburg. What he had to say was highly questionable, but in the few minutes after the meeting there was no time to ask the really searching questions. So I asked the SANEA Secretary if he could find me a slot to respond to the highly charged material the True Believer had presented. At all the meetings, there were requests for future topics and speakers, so I felt the request was perfectly reasonable.<br />
<br />
Three years down the road, I am still waiting. <br />
<br />
There's none so deaf as will not hear.Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-24197062481187940842016-12-31T03:12:00.001-08:002016-12-31T03:12:20.592-08:00The end of the year<span style="font-family: "Trebuchet MS",sans-serif;">2016 has not been the best of years - that is generally agreed. The Middle East has been really bad - I recall visiting Syria a few years ago, as shown in some of the first blogs here. The people were friendly and good looking, the food was great, and Aleppo was an exciting city in the midst of rejuvenation. And Israel has seen fit to use the nearby chaos to grab some more Palestinian territory, potentially adding more fuel to the fire.</span><br />
<br />
<span style="font-family: "Trebuchet MS",sans-serif;">And then there have been the political shocks. Britain's decision to leave the European Union was the first. I started out thinking it was a good idea as I learned more about the Union and the gross bureaucracy in Brussels, but as the vote drew near, I changed my mind because of the implications of leaving. Then there was the US Presidency, and amazement that the system could not find candidates of real calibre. The final choice is "interesting", and it remains to be seen if his obvious deficiencies will be overcome by the expertise of his support team. The one ray of light for me is what I would call greater realism about environmental issues. It is just not true that we face catastrophe from more carbon dioxide in the atmosphere, and policies designed to save us from the putative disaster are very expensive and most unlikely to have any detectable effect. </span><br />
<br />
<span style="font-family: "Trebuchet MS",sans-serif;">Then in South Africa there has been the growing dysfunction brought about by corruption. The Gupta saga just grows and grows. Zuma should no longer be president - I can no longer refer to him as President Zuma, because he does not deserve the honorific. The longer he stays, the greater is the damage to the ANC, which is the only good side of the story. The local elections this year gave early warning that the next national election is likely to see the ANC majority slashed. The local elections also have given the DA the opportunity show that it really can govern. The accounts for 2015 tell the true tale - in the Western Cape, under the DA, some R30 million was poorly spent or went missing; in Gauteng, under the ANC, the figure was R4.5 billion. To put that in perspective, Gauteng lost the Western Cape's annual loss every two days! </span><br />
<br />
<span style="font-family: "Trebuchet MS",sans-serif;">But there are rays of light in the world. One of them is the war on poverty.</span><span style="font-family: "Trebuchet MS",sans-serif;"> As Johan Norberg wrote in a recent issue of <i>Sp!ked "</i>At the United Nations Millennium Summit in 2000, the world’s countries
set the goal of halving the 1990 incidence of extreme poverty by 2015.
This was met five years ahead of the deadline. And even though the world
population grew by more than two billion between 1990 and 2015, the
number of people who live in extreme poverty was reduced by more than
1.25 billion people." Today, slightly fewer people live in extreme poverty than in 1870, in spite of the massive increase in population. </span><br />
<br />
<span style="font-family: "Trebuchet MS",sans-serif;">Linked to less poverty is a growth in energy consumption. I have a serious paper being reviewed, which links energy consumption to life expectancy. Below a certain level of per capita energy use, life expectancy at birth is less than 50 years; above about four times that consumption, life expectancy is over 70. So if you want, for example, India to start cutting its carbon dioxide emissions, you are in effect asking many of their population to accept an early death. I don't think all the agreements in Paris or elsewhere are going to work.</span><br />
<br />
<span style="font-family: "Trebuchet MS",sans-serif;">At the other end of the scale, of course, is the phenomenon of the super rich. They are not many in number, but they hold an inordinate proportion of the world's wealth. Great is the gnashing of teeth over their very existence. Yet ultimately wealth is not a moral issue - it is merely the provision of opportunities. There are only so many things an individual can accomplish, so many meals a day s/he can eat, so many guests on so many superyachts, and then - -? After that, what you do can be good or bad, which is where the morality comes in. And by and large the super rich try to do good - the Gates Foundation, the Rhodes Trust, the numerous Carnegie philanthropies are part of a long history. To me, it is obvious that their spending must trickle down - or where else must the funds have been found to lift millions out of extreme poverty?</span><br />
<br />
<span style="font-family: "Trebuchet MS",sans-serif;">There is great fixation on the Gini Coefficient, a ratio between the richest and poorest fractions of the population. South Africa is regularly cited as being really bad, but if you take our 18 million on social support into account, we are perfectly normal. One study I made this year looked at drivers for Gini. I couldn't find any, but there was a slight preponderance of openly socialist societies at the lower end of the Gini's, and rather more capitalists at the higher end. But there were socialists at the higher end, too, and capitalists at the lower. There is insufficient Gini data to show how it changes over time, but the reduction in poverty must surely mean a lowering. I can only conclude that we should worry unduly about differences in wealth - making sure everyone has enough is more important. </span><br />
<br />
<span style="font-family: "Trebuchet MS",sans-serif;">So for 2017 I wish for a growing economy, both locally and globally. 2016 has been a real bad year; 2017 can only be better. </span><br />
<br />
<span style="font-family: "Trebuchet MS",sans-serif;"> </span>Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com1tag:blogger.com,1999:blog-9058903337097777437.post-89452071548899393952016-11-22T11:16:00.000-08:002016-11-22T11:16:19.844-08:00The stupidity of a carbon tax<!--[if gte mso 9]><xml>
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<br />
<div class="MsoPlainText" style="text-align: justify;">
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">Treasury is the
one institution of Government that we have come to trust in recent months.<span> </span>Why on earth does it want to sacrifice that
confidence in pursuit of a hare-brained scheme, one in which its own words will
“reduce the economy’s average annual growth rate” (Business Day, 10 November)?
If it has its way, “household consumption falls by 0.23 percentage points,
employment falls by 0.07 percentage points, and real wages fall by 0.2
percentage points.” </span></span></div>
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">
</span></span><div class="MsoPlainText">
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">This is the best
of a series of outcomes from a model of carbon taxes that Treasury has
built.<span> </span>I seem to recall some recent
models, which proved beyond all doubt that Hillary Clinton would be the next
President of the USA.<span> </span>Do we have
confidence that Treasury’s model has any greater predictive ability?</span></span></div>
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">
</span></span><div class="MsoPlainText">
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">For a start, let
us look at what Treasury hopes to do. “The modelling results suggest the carbon
tax will have a significant effect on reducing SA’s greenhouse gas emissions.”
That would be surprising. Remember we have had a carbon tax on large cars for
several years – statistics show the 4x4 market growing strongly. Wherever you
look in the world, it is the same.<span> </span>India
introduced a Rupee50/t tax on coal in 2010 and increased it to Rupee100/t in
2014.<span> </span>Since 2010, its emissions have
grown by over 600 million tonnes CO2. In 2012, Australia introduced a $A23/t
carbon tax; by 2014, emissions had fallen by only 2.5% and the damage to the
economy was enough to bring down the government (and remove the tax). So it is
unlikely that the tax will have any significant effect.</span></span></div>
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">
</span></span><div class="MsoPlainText">
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">That begs the
question as to whether our greenhouse gas emissions constitute any problem at
all.<span> </span>Our total emissions are a little
over 400 million tonnes a year – India’s emissions have grown by 600 million
tonnes in five years, while China’s have grown by over 1 100 million tonnes at
the same time. If Treasury’s tax resulted in our emissions falling by 2.5%
(about 10 million tonnes), it would be less than the measurement error in
India’s or China’s emissions.</span></span></div>
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">
</span></span><div class="MsoPlainText">
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">But Treasury
argues that “ratification of the 2015 Paris Agreement emphasises the reality
that we will have to prepare to operate in a carbon-constrained economy - - .”
Really?? The Paris “Agreement” is no agreement as normally understood. It asks
us to state our intentions. If those intentions are not met, we can shrug our
shoulders and come up with some new intentions.<span>
</span>And if anyone says they are cross with us for not living up to our
intentions, we can walk away with nary a grey hair. Treasury’s ‘reality’ is
rather like the 3D-movie reality – lift your head a little, and the illusion
disappears. We have just cast off the iron shackles of the International Court
of Justice; the silken threads of the Paris Agreement can brushed aside.</span></span></div>
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">
</span></span><div class="MsoPlainText">
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">As always with taxes,
you have to check the detail.<span> </span>The carbon
tax is no different.<span> </span>All those little
job losses, all that slowing of our growth, “will result [from] a modest tax
rate - - - during the first phase of the carbon tax, up to the end of 2020.”
Thereafter the tax rate increases, growth slows even further, there are more
job losses, real wages fall further. Should Treasury not be worrying about us
South African citizens, rather than trying to show the rest of the world that
we want to play the carbon charade? Where are our priorities?</span></span></div>
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">
</span></span><div class="MsoPlainText">
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">Something
Treasury avoids discussing is the complexity of the system for collecting the
proposed tax.<span> </span>Every emitter (and there
are thousands) will have to set up a measurement system to quantify its tax
liability, and have an additional audit system to verify the measurements.
Government will have a policing function, to make certain that all the emitters
are in the tax net, and then there will be an army of assessors calculating the
tax due against rules that change annually.<span>
</span>The rules include rebates for specific sectors and all manner of other
fiddles that arise when you are trying to tax something so pervasive in
nature.<span> </span></span></span></div>
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">
</span></span><div class="MsoPlainText">
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">It also avoids
discussing the other carbon taxes we are already paying.<span> </span>In addition to the tax on large vehicles,
there is a renewable energy levy and a tax on electricity generated from coal –
these two add about 6cents/kWh to the price of coal-generated electricity. Then
there are the liquid fuel taxes themselves, one of the largest contributors to
the fiscus, and a tax which was originally set up to pay for road
maintenance.<span> </span>The carbon tax proposals
come with a suggestion that there might be a VAT reduction, but remembering
what happened to the fuel tax helps to understand the games Treasury can play. </span></span></div>
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">
</span></span><div class="MsoPlainText">
<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;">Treasury now has
a job to do, to restore our confidence in their operations.<span> </span>We really don’t need a tax that will reduce
the economy further, that will shrink household consumption, that will cost
jobs, and that will reduce real wages – and achieve next to nothing.</span></span></div>
Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-61570649019168840212016-10-30T05:37:00.001-07:002016-10-30T05:37:39.827-07:00A world-class voice<div style="text-align: justify;">
For much of my life, I battled to understand grand opera. Finally I took the trouble to follow the libretto of <i>Boheme</i>, and it all became much clearer. The marriage of drama and music could enrich both. It took another twenty years and the skills of the New York Met Opera to convince me that Wagner was not just extended noise. The arcane level of the drama did not help - but I got there in the end. So now opera is one of the loves of my life.</div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
Unfortunately one can also have too much. The diet is rich, and if not served just right it can pall. For instance, I have seen numerous productions of <i>Carmen</i>, and one of the most memorable was a balletic version with a statuesque blonds as Carmen and a little man called Juan as Don Jose<i>. </i>In the closing act, he fought too vigorously with her, she gave him a really good <i>klap </i>that sent him reeling. He finally produced his knife and seemed to use it with real intent! </div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
So when Cape Town Opera announced that they would repeat a production of <i>Carmen</i> first done several years ago, I was somewhat hesitant - but, what the hell, Bizet's music is so gorgeous that even if the rest was boring, I could just revel in the sound.</div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
It started with an "interesting" execution which, we slowly worked out, was Don Jose getting his comeuppance. The first act wasn't bad, although the action seemed to pause from time to time, and Don Jose should have been executed - he looked more like a corporal from the First World War trenches. </div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
But then things got exciting. DJ's girlfriend, Michaela, turned up, wowed the guard, and managed to put real meaning into "scampering off." The girl was good looking and could act. But she also had a voice, and she had hardly opened her mouth when I turned to my partner and asked "Who on earth is that?" A soprano with a glorious range, high musicality, perfect phrasing and a vibrant sound that could fill the Artscape auditorium effortlessly.</div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
Her great aria in t<span class="st">he third act,"Je dis que rien ne m'épouvante" ended on a pianissimo that faded to nothing - except the audience leapt to its feet and everywhere there were cries of "Brava!" It was a truly electrifying moment.</span></div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
<span class="st">This was Noluvayiso Mpofu, who is still learning stagecraft at the Opera School, so she has a career of years ahead of her. She came second in the recent international Belvedere Competition, involving some 600 young singers from all over the world. What a privilege it was to hear such talent, and to be certain that in a few years you will be able to treasure the moment when you first heard that voice. </span> </div>
Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-72064036541390133922016-10-24T12:38:00.001-07:002016-10-24T12:38:36.189-07:00<div class="wp-caption alignnone" data-shortcode="caption" id="attachment_155249" style="width: 600px;">
<a href="https://wattsupwiththat.files.wordpress.com/2016/10/michael_maier_atalanta_fugiens_emblem.jpeg"><img alt="Philosopher's stone as pictured in Atalanta Fugiens Emblem 21 Image: Wikipedia" class="size-full wp-image-155249" height="381" src="https://wattsupwiththat.files.wordpress.com/2016/10/michael_maier_atalanta_fugiens_emblem.jpeg?w=720" width="400" /></a><h4 class="wp-caption-text">
<span style="font-size: x-small;">Philosopher’s stone as pictured in Atalanta Fugiens Emblem 21 Image: Wikipedia</span></h4>
</div>
<div style="text-align: justify;">
For thousands of years, some of the most intelligent men alive sought
such things as the Philosopher’s Stone, which could turn dross into
precious metal; the elixir of immortality; and the alkahest or universal
solvent. The searches were in vain. The world needed more than a magic
wand.</div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
There is nothing inherently wrong in belief. Belief is only a
hypothesis in search of a demonstration. The history of science is
replete with the beliefs of great, wise men who struggled to understand
Nature. Aristotle’s four elements, fire, earth, water and air, ruled
chemistry and medicine for thousands of years. Eventually, careful
measurements showed that fire had no mass, that earth was composed of
elements, that life did not spring from water, and that air was a
mixture, not a substance in its own right.</div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
Alchemy was universal. Christian, Muslim, Hindu and Jew all pursued it. A mere 350 years ago, there were still hopes that the philosopher’s
stone, the origin of all matter, might be found. Today, there remain
several societies of alchemists. Belief in belief dies hard.</div>
<div style="text-align: justify;">
<br />
In November 2015, a cabal of latter-day necromancists, sorcerers,
soothsayers, wizards, witches, mavins and shamans gathered in Paris.
They claimed to have discovered a wondrous formula, which would allow
adjustment of the average temperature of the earth. It mattered not that
every test of the formula to date had proved a failure. All that was
required was a twitch here, a stirring there, and the bubbling cauldron
that Earth had become would revert to the quiet simmering that
characterised the perfection of life.</div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
What was most important was that every nation on earth should commit
to the belief. This they would do by making Intended Nationally
Determined Contributions. If the total of these Contributions was large
enough, then global warming would become global cooling, and we would
all live happily ever after.</div>
<div style="text-align: justify;">
<br /></div>
<div style="text-align: justify;">
This latter-day cabal has even set up a system of selling
indulgencies. If you sinned by failing to meet your Intended
Contribution, you could wish away your excess with Carbon Credits. The
present generation of omniscients seems to have missed the fact that
indulgence-selling led directly to the Reformation. For the rest of us,
reformation is long overdue.</div>
Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-51071788930700610052016-07-28T03:42:00.000-07:002016-07-28T03:42:50.451-07:00Looking a gift horse in the mouth?<br />
<div class="MsoNormal" style="text-align: justify;">
I see it is Eskom-bashing time again. Awful Eskom! How could they turn down the gift of free energy? </div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
Well, they could and they should. Try to put yourself in their shoes. You are battling to keep the lights on and the wheels of industry turning. Then someone tells you there is a gift waiting for you in the Northern Cape. They say “Take it and pay!”<br />
<br />
What do you say? “Thank you so much”? or “Could you come back later, please?” or “But I didn’t order it.” No matter. “The Department has decided.” So you run to your Minister and she says ”Not me! Try the Minister of Energy.”<br />
<br />
Slowly you discover this really is a mugs’ game. You thought you knew your job, and suddenly you have a second boss, who tells you to buy stuff you don’t want, at a price you had nothing to do with, while your new boss’ sidekick, the Regulator, tells you to keep your costs under control. No, I wouldn’t want to try to run Eskom.</div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
And Eskom has reason to complain. The Department of Energy’s renewable programme is a great success, and it will in due course provide us with about 10% of our power. But from the Eskom viewpoint, that is a 10% drop in production, and they have assets that were supposed to be financed by producing power. To make things worse, they have to pick up the gift on the donor’s doorstep, not their own, and pay for its transport to Eskom’s own customers. </div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
Worse still, the donor cannot tell you when his gift will be available, nor how big it will be when it arrives. So you have to run your generators up and down to make sure there is enough power to keep your customers happy. But your generators are unhappy not being run at the nice even pace they were used to, and they wear out sooner than they should. More costs.</div>
<div class="MsoNormal" style="text-align: justify;">
<br /></div>
<div class="MsoNormal" style="text-align: justify;">
Anton Eberhard has recently suggested breaking up Eskom into a privatised generating company and a public transmission company, Gridco, which will buy power from all the private power producers, transmit it through the grid and sell it to distributors at a markup to cover costs. Great idea. It works well in Europe, where there are interconnections so that if your windpower dies on you, you can beg from your neighbour.<br />
<br />
We don’t have that luxury. Neither does Australia, which is battling with an Eberhard-type model right now*. During one recent cloudy, still day, their Gridco had to pay $Aus14 000/MWh for enough power to stabilize the grid, when their average cost was $Aus100/MWh.<br />
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Be careful, very careful, what you wish for. <br />
<br />
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* <a href="https://wattsupwiththat.com/2016/07/14/14000-per-mwh-the-price-south-australia-pays-for-renewables-madness/">https://wattsupwiththat.com/2016/07/14/14000-per-mwh-the-price-south-australia-pays-for-renewables-madness/</a></div>
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Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-56663120867313510472016-06-14T00:04:00.000-07:002016-06-14T00:04:04.311-07:00The "coal cliff"<div style="text-align: justify;">
We are facing an unheralded challenge. We rely on coal for electricity generation in South Africa. Over 90% of our electrical energy comes from burning coal, and generation consumes nearly half of all internal coal sales. When Medupi and Kusile are fully operational, the coal demand will be about 150Mt per year. The Department of Energy is encouraging some independent power producers to establish further coal-fired stations, which could boost the demand for coal even further. Great, but we need to know where all this coal is going to come from, and we don't.</div>
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Historically, most of it came from large coal mines. Some of these were “tied” collieries in which Eskom had invested capital, and which supplied coal on a cost-plus basis. They were linked to the power stations by enormous conveyor belts, so the costs of transport were low.</div>
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Increasingly in recent years, coal has been sourced from small independent collieries. In 2015, 18% of Eskom’s supply was from these small independents. Two challenges emerged. First, the coal was moved by road, so the cost of transport was considerably higher. Secondly, it proved very difficult to control the quality of the supply. A typical large power station, generating 3 600MW of electrical energy, will need a 30t truck load of good quality coal each minute of every day, and more often if the coal is of low quality. It is difficult to tell a good truckload from a bad one. In some cases, Eskom had to establish testing facilities at the individual mines to stop delivery of sub-standard material. This challenge does not arise when coal is delivered by belt, because sampling and quality control are far simpler.</div>
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In 2015, coal from the larger collieries cost Eskom of the order of R150 per tonne, and that from the smaller producers of the order of R400 per tonne. The larger collieries, however, not only faced a lower price for their product, but many of them were exhausting the readily mined coal and needed recapitalisation. Eskom, short of cash, is understandably not interested in re-investing and wishes only to purchase on contract. In an interesting twist, Glencore used to own the Optimum mine which was tied to Eskom. Eskom claimed it was producing poor quality coal, and asked to R2bn in contract penalties. Glencore said it could not survive at R150/t and sold the mine to a Gupta-controlled Tegeta. Eskom has just announced it is paying Tegeta R473/t <b>in advance</b>. And if the delivered coal srtill isn't up to standard?</div>
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In the present climate, no-one else is particularly keen to invest in the coal business. It does not help that export prices are at a low ebb. 2015 was the first year for a long time that export revenues were lower than local sales, even in the face of a weak rand. To add to coal’s woes, there are environmental ambitions to reduce greenhouse gas emissions, and coal is a primary emitter. We* call them “ambitions”, because coal is over 90% of the source of our electrical energy. Replacing that 90% with some other source would demand far more capital than we can raise over the next 20 years. We are stuck with an ongoing need for coal for at least a generation.</div>
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We have a need for coal, but there seems to be a blindness about where, in only a few years time, that coal is going to come from. The supply from the existing mines is drying up. There has been plenty of exploration, and new reserves have been identified, but we need investment now if we are to continue to generate power post 2020.</div>
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One plan that appears well advanced is to fuel the Mpumalanga power stations with coal from the Waterberg. There are several small miners waiting in the wings, while Exxaro’s Grootegeluk mine could readily create more capacity than that needed for Medupi. Transnet has done extensive design work on a line from Lephalale to Emalahleni, but it will take at least five years to construct. Coal could be supplied from the Waterberg early in the 2020’s, so work needs to start now. However, the costs of transport will be significant.</div>
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Investment in the industry will only follow if coal prices increase. They have been increasing, but too slowly to attract the needed investment. Even these relatively modest price increases have worried some in Government. There has recently been a proposal by the National Energy Regulator, NERSA, to change its methodology for determining multi-year electricity pricing. If NERSA has its way, Eskom will have to account for the coal purchases by each power station. It will have to show that it is using the coal efficiently and that it is properly controlling the quality of coal supplied. NERSA intends to set different pricing structures for the cost-plus mines, for coal purchased in terms of fixed price contracts and for short-term contracts.</div>
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To add to the challenge, the Energy Minister announced, in her recent budget speech, her intent to start a super-regulator to check NERSA’s decisions. So Eskom’s management’s decisions will be second-guessed by NERSA, whose decisions will be second-guessed by a new super-regulator. As a recipe for disaster, it has few equals.</div>
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The last time there was this sort of interference with market mechanisms in the energy supply industry, NERSA’s predecessor, the National Electricity Regulator, fought the good fight against inflation by controlling Eskom’s price increases below the CPI. For a few years, the cheapest power in the world got even cheaper. Then the bubble burst and we suffered blackouts, as well as huge price increases.</div>
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We have still not recovered from the damage to our economy. The cost when we first lost power was about R75 per kWh . As we adjusted to the lack of supply, the cost dropped. People installed their own generators and took other steps to mitigate the disaster. Today the cost of lost power is of the order of R7 per kWh. That is twice what it costs Eskom to run their diesel-fired gas turbines, but it keeps the lifts working and the supermarket fridges cold.</div>
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What it does not do is to allow the unrestricted growth of industry. Since 2008, we estimate that about 60 major projects that could have created over 100 000 jobs have been cancelled because the power needed to run them was not available. There is a thesis that the growth in the economy and the supply of energy are no longer linked. Any study of global economies soon shows that this thesis is flawed, to put it politely. Our own growth and our energy supply were in lockstep for 50 years. China’s economy and its power generation have similarly been linked for 25 years.</div>
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We need power to restore growth. Our past investment in coal-fired generation means that we are locked into coal for the foreseeable future. It is critically important that we recognize that the coal industry needs investment, and that investment will not happen while Government talks about introducing price controls and worse, actually does so. Eskom’s procurement policies, requiring all coal suppliers to have more than 50% BEE ownership, is making the challenge all the more challenging.</div>
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Where, oh where, is our coal going to come from?<br />
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* We? My friend Xavier Prevost, helped to write this, most of which appeared in Business Day yesterdayNutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com1tag:blogger.com,1999:blog-9058903337097777437.post-35737066611531482422016-06-11T06:48:00.000-07:002016-06-11T06:48:04.107-07:00The BP Statistical Review if World Energy<br />
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" 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The annual Review has just been published (http://www.bp.com/en/global/corporate/energy-economics/statistical-review-of-world-energy.html). The data are readily downloaded as an Excel spreadsheet. A few minutes work soon gives an excellent idea of the trends in the world’s energy. The changes since 1965 in the consumption of the primary energy sources, in millions of tonnes of oil equivalent (Mtoe), are:</div>
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<img alt="" height="241" 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" width="400" /><br />
<div style="text-align: justify;">
Global consumption continues to increase. A linear model suggest an annual growth of 176±7 Mtoe over the full period, although in this century it has been growing far faster, 265±18Mtoe annually. Much of this acceleration in growth has come from the use of coal, but that has slowed in recent years with the downturn in the Chinese economy.<br />
Those who are concerned about our fossil fuel use will be gratified to know that we are getting a little less of our energy from fossils: </div>
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<img alt="" height="253" src="data:image/png;base64,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" width="400" /><br />
The Kyoto Protocol seemed to have the effect of increasing our fossil consumption between 1996 and 2008. It took the economic catastrophe of 2008 to have any impact, and the relative consumption is now falling.<br />
<br />
Some would point to the growth in renewable energy supplies, and indeed renewables are no longer completely insignificant. If we look at electrical generation rather than primary energy, then today nuclear yields about 2 500TWh annually, hydropower about 4 000TWh and renewables about 1500TWh:<br />
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<img alt="" height="241" 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" width="400" /><br />
Nuclear has started to grow slowly; hydropower is growing steadily at about 90TWh per annum; and renewable are growing exponentially – the past year added over 200TWh to renewable generation. This growth comes primarily from wind power:<br />
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<img alt="" height="241" 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" width="400" /><br />
although solar photovoltaics have started to grow rapidly. <br />
<br />
The BP Review permits a review of the efficiency of wind and solar power, because it gives both the installed capacity and the energy generated. The global capacity factor for solar PV was below 10% but has risen to about 12% in recent years. The capacity factor for wind has been growing steadily and is now about 22%:<br />
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<img alt="" height="241" 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" width="400" /><br />
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The annual BP Statistical Review is a rich resource indeed, and my mining has only just scratched the surface. For those having ambitions to control temperature rises by reducing fossil fuel consumption, it gives cold comfort – fossil fuel use is still growing at over 150Mtoe per annum and will make up more than 80% of global energy for quite a few years yet. Who are the culprits? From the Review, you can soon work out who uses most fossil fuel. Throw in population figures, however, and it is evident that the per capita consumption varies dramatically:</div>
<img alt="" height="240" 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" 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China consumes more fossil fuel than the US and Canada put together, but the average Chinese burns less than 2t of fossil fuel each year, where the average American burns over 6t and the average Saudi burns nearly 10t. India burns over 600Mtoe every year, but the average Indian uses just over 0.5t annually. If the Indian economy were to double, which is by no means impossible, it would use more fossil fuel than the US. </div>
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There are those who strongly believe the globe is on a path to ruin unless the energy system is "decarbonised". The BP Review gives the hard facts. “Decarbonisation” is the stuff of dreams.Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com1tag:blogger.com,1999:blog-9058903337097777437.post-91596561436708534572016-05-06T02:20:00.000-07:002016-05-06T02:20:52.434-07:00Our Climate Emperors<div style="text-align: justify;">
<span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;">Hans Christian Andersen wrote the tale of two weavers who promised an emperor a new suit of clothes that was invisible to those who were unfit for their positions, stupid, or incompetent. When the Emperor paraded before his subjects, no one dared to say that they could not see his new suit until a child shouted "But he isn't wearing anything at all!"</span></span></div>
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<span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"></span></span> <br /><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"></span></span><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;">The climate emperors gathered in Paris last year, convinced they were going to given a suit of armour that would enable them to lead the fight to save the world from carbon dragons. They left, cheering the fact that the dragons would not be allowed to heat the world by more than 1.5<span style="font-size: x-small;">o</span>C. Their arms? Nothing more than pieces of paper on which were written “intended nationally determined contributions”, INDC’s.</span></span></div>
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<span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"> </span></span><br /><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"></span></span><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;">Even before the climate emperors’ return flights had landed, their subjects had found weaknesses in the suits. There were gaps with some areas, where countries were doubtful about the strength of the INDC’s. After all, they were only intended – and good intentions are a well-known road to hell. Worse, the INDC’s might have been incomplete, and the suits full of holes, but there were too many dragons to avoid the purported 1.5<span style="font-size: x-small;">o</span>C attack. The weavers urged the climate emperors to be brave and even more ambitious.</span></span></div>
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<span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"> </span></span><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;">And duly they were. They flew to New York to sign other bits of paper, in which they swore to believe in their own INDC’s. They would do their best to convince their subjects that the bits of paper were real armament against the forces of nature.</span></span><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"> </span></span></div>
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<span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;">It mattered not that earlier suits of armour, given out at Kyoto in Japan, had proved useless. The CO<span style="font-size: small;">2</span> dragon had flourished even though most of the developed nations had done their bit. The Chinese dragon in particular had made a mockery of the Japanese armour.</span></span></div>
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<span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"> </span></span><br /><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"></span></span><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;">But this time it would be better. The dragon would be contained so that it could cause no more than 1.5<span style="font-size: x-small;">o</span>C damage, where the 1.5<span style="font-size: x-small;">o</span>C rise was measured from “pre-industrial” temperatures. And suddenly the small children were laughing, because even they knew that thermometers had only become effective around 1860. “Pre-industry” was before James Watt’s steam engine of 1800. No one knew what the “pre-industrial” temperatures had been.</span></span></div>
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<span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"> </span></span><br /><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"></span></span><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;">Yes, there had been some necroManncy trying to read tree rings to guess the temperatures, but the International Magicians Union had shown the flaws in that approach. “Pre-industrial” temperatures were a ±1<span style="font-size: x-small;">o</span>C myth, and even little children knew that.</span></span></div>
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<span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"> </span></span><br /><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"></span></span><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;">Meanwhile, there were so many dragons on the loose that people were beginning to turn them into pets. Dragonfire makes the world warmer, so the grim reaper of winter had less work to do. Plants love dragonfire, so the world was a cleaner, greener place. Dragonfire gives us energy to do things that overtax our own muscles. It pushes our massive trains and aeroplanes. Just wisps of it power our mobiles. </span></span><br /><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"></span></span><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"> </span></span></div>
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<span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;">The climate emperors just don’t understand. They thought they could persuade us that dragonfire was dangerous, so we could be taxed and they could have bigger cars and larger homes and breed many princes to rule over us. Some unfortunate nations were convinced. They are now are suffering, with huge increases in the costs of energy and loss of jobs. </span></span></div>
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<span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"> </span></span><br /><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"></span></span><span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;">That’s what can happen when emperors are deaf, and cannot hear what the children are telling them.</span></span></div>
<span style="font-size: large;"><span style="font-family: "Trebuchet MS",sans-serif;"> </span></span><br />Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-58638921846159140422016-03-23T02:35:00.000-07:002016-03-23T23:19:25.742-07:00The fifth and last step - drowning!<div style="text-align: justify;">
Yes, there is fossil fuel carbon dioxide building up in the air; it might be contributing to the warming of the world; it is almost certainly not wishing wild weather upon us; so there remains the last question - will the seas rise and submerge huge swathes of real estate?</div>
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First it needs to be recognized that the sea level <b>is</b> rising. It has been rising for about the past 25 000 years. However, for the past 7 millennia it has been rising slower than ever before:</div>
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<a href="https://2.bp.blogspot.com/-ofY7mmrj1q0/VvJeYobOI8I/AAAAAAAABIw/Ya9GR_DNNHEW0BGRvoxsQiC9e2FFxwD6w/s1600/Untitled-12.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="389" src="https://2.bp.blogspot.com/-ofY7mmrj1q0/VvJeYobOI8I/AAAAAAAABIw/Ya9GR_DNNHEW0BGRvoxsQiC9e2FFxwD6w/s400/Untitled-12.jpg" width="400" /></a></div>
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The critical question, however, is whether the observed slow rate of rise has increased as a result of the warming climate. There are several lines of evidence that it has not. One is the long-term data from tide gauges. These have to be treated with caution because there are areas where the land is sinking (such as the Gulf of Mexico, where the silt carried down the Mississippi is weighing down the crust), and others where it is rising (such as much of Scandinavia, relieved of a burden of a few thousand metres of ice about 10 000 years ago). A typical long-term tide gauge record is:</div>
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<a href="https://2.bp.blogspot.com/-qAyWDvXz4Dg/VvJepQF3iLI/AAAAAAAABI0/vsCGYzles6w3aiohD9qZvbswBmbC7J6hg/s1600/Picture1.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="300" src="https://2.bp.blogspot.com/-qAyWDvXz4Dg/VvJepQF3iLI/AAAAAAAABI0/vsCGYzles6w3aiohD9qZvbswBmbC7J6hg/s400/Picture1.jpg" width="400" /></a></div>
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The 1860-1950 trend was 2.47-3.17mm/a; the 1950-2014 trend was 2.80-3.42mm/a, both at a 95% confidence level. The two trends are statistically indistinguishable. There is <5% probability that they might show any acceleration after 1950.</div>
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Another line of evidence comes from satellite measurements of sea level. The figure below shows the latest available satellite information – it only extends back until 1993. Nevertheless, the 3.3±0.3mm/a rise in sea level is entirely consistent with the tide gauge record:</div>
<a href="https://4.bp.blogspot.com/-h484gkPGLKs/VvJe716tQQI/AAAAAAAABI4/oEmxes-XT_ovctkIydiqA6afj7SbGGtNA/s1600/Untitled-11.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="276" src="https://4.bp.blogspot.com/-h484gkPGLKs/VvJe716tQQI/AAAAAAAABI4/oEmxes-XT_ovctkIydiqA6afj7SbGGtNA/s400/Untitled-11.jpg" width="400" /></a><br />
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Thus several lines of evidence point to the present rate of sea level rise being about 3mm/a or 30cm per century. Our existing defences against the sea have to deal with diurnal tidal changes of several metres, and low-pressure-induced storm surges of several metres more. The average height of our defences above mean sea level is about 7m, so adding 0.3m in the next century will reduce the number of waves that occasionally overtop the barrier.</div>
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The IPCC predicts (using its rather suspect models) that the sea level will rise by between 0.4 and 0.7m during this century. It claims:</div>
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"It is very likely that the mean rate of global averaged sea level rise was 1.7 [1.5 to 1.9] mm/yr between 1901 and 2010 and 3.2 [2.8 to 3.6] mm/yr between 1993 and 2010"</div>
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There are many tide gauges where the land does not appear to rising or falling. They all show a change in sea level the region of 2.5-2.9mm/a over the 20th century. On the other hand there are some stations, such as Simonstown, that do indeed seem to show an acceleration in the 21st century; while, surprisingly, many tide gauges on Pacific and Indian Ocean islands show no sea-level rise at all e.g. Guam, Eniwetok, Johnston Atoll.</div>
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A very recent paper notes that there was probably a fall of the order of 0.2mm/a as the world cooled after the Medieval Warm Period, and that as we recover from the Little Ice Age (which ended about 1850) the sea has been warming and expanding and, of course, is fed by melting glaciers. They estimate the 20th century sea-level rise to have been only about 0.15m, but predict that the 21st century could see a rise of between 0.24 and 1.31m.</div>
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Given the wide range of the prediction, there is a possibility they could be right. Importantly, of course, is the fact that even a 1.3m rise is not likely to be a disaster, in the light of the fact that our defences are already metres high – adding 20% to them would be costly, to be sure, but we would have decades to make the change, and should have more than adequate warning of any significant increase in the rate of sea level rise.</div>
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<b>Envoi</b></div>
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Our five steps have shown:</div>
<ul style="text-align: justify;">
<li>the combustion of ever increasing quantities of fossil fuel has boosted the carbon dioxide concentration of the atmosphere. </li>
<li>the impact of that increase is not demonstrable in a scientific way. There may be some warming of the atmosphere, but at present any warming is almost certainly hidden in the natural variation of temperatures. </li>
<li>there is no evidence for any increase in the frequency or magnitude of weather phenomena, and that includes droughts and floods. </li>
<li>there is a small possibility that sea level rise may make some real estate uninhabitable, but the rise over the coming century is not likely to present any insuperable challenge.</li>
</ul>
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It can only be concluded that our world will remain perfectly habitable in the face of rising carbon dioxide levels.</div>
Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-82131459223021824842016-03-23T01:05:00.000-07:002016-03-23T11:39:21.529-07:00The fourth stumbling step<div style="text-align: justify;">
Thus far we have seen that carbon dioxide really is increasing in the atmosphere, and that the evidence that it originates from burning fossil fuels is good. However, in the third step, we found that the link between carbon dioxide in the atmosphere and global temperatures was tenuous at best, and certainly not at the level of understanding where anyone could say "We can control the global temperature rise to less than 2 degrees C by controlling carbon emissions!" They can't, and we will stop wasting money the sooner they realize the falsity of such a statement.</div>
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In this fourth step we examine what the climate effects of a warmer world might be. First, what is “climate”? It is the result of averaging a climatological variable, such as rainfall or atmospheric pressure, measured typically over a month or a season, where the average is taken over several years so as to give an indication of the weather that might be expected at that month or season.</div>
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Secondly, we need to understand the meaning of “change”. In this context it clearly means that the average of a climatological variable over X number of years will differ from the same variable averaged over a different set of X years. But it is readily observable that the weather changes from year to year, so there will be a natural variation in the climate from one period of X years to another period X years long. One therefore needs to know how long X must be to determine the natural variability and thus to detect reliably any change in the measured climate.</div>
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This aspect of “climate change” appears to have been overlooked in all the debate about climate change. It seems to be supposed that there was a “pre-industrial” climate, which was measured over a large number of years before industry became a significant factor in our existence, and that the climate we now observe is statistically different from that hypothetical climate.</div>
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The problem, of course, is that there is very little actual data from those pre-industrial days, so we have no means of knowing what the climate really was. There is no baseline from which we can measure change. </div>
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Faced by this difficulty, the proponents of climate change have modified the hypothesis. It is supposed that the observed warming of the earth will change the climate in such a way as to make extreme events more frequent. This does not alter the difficulty; in fact, it makes it worse.</div>
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To illustrate, assume that an extreme event is one that falls outside the 95% probability bounds. So in 100 years, one would expect 5 extreme events on average. Rather than taking 100 years of data to obtain the average climate, there are now only 5 years to obtain an estimate of the average extreme event, and the relative error in averaging 5 variable events is obviously much larger than the relative error in averaging 100 variable events.</div>
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The rainfall data for England and Wales demonstrates this quite convincingly:-<br />
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<a href="https://3.bp.blogspot.com/-nYuywby7To0/VvI9ctFW6UI/AAAAAAAABIg/-RKAhGZqcmApuMQofH8iRSskdWbcOA5Rg/s1600/Fig%2B4_1%2Bcopy.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="323" src="https://3.bp.blogspot.com/-nYuywby7To0/VvI9ctFW6UI/AAAAAAAABIg/-RKAhGZqcmApuMQofH8iRSskdWbcOA5Rg/s400/Fig%2B4_1%2Bcopy.jpg" width="400" /></a></div>
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The detrended data is close to normally distributed, so that it is quite reasonable to use normal statistics for this. The 5% limits are thus two standard deviations either side of the mean. In the 250-year record, 12.5 extreme events (those outside the 95% bounds) would be expected. In fact, there are 7 above the upper bound and 4 below the lower bound, or 11 in total. Thus it requires 250 years to get a reasonable estimate (within 12%) of just the frequency of extreme rainfall. There is no possibility of detecting any change in this rate, as would be needed to demonstrate “climate change”.<br />
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Indeed, a human lifespan is insufficient even to detect the frequency of the extreme events. In successive 60-year periods, there are 2, 4, 2 and 2 events, an average of 2.5 events with a standard deviation of 1.0. There is a 95% chance of seeing between 0.5 and 5.5 extreme events in 60 years, where 3 (5% of 60) are expected. Several lifetimes are necessary determine the frequency with any accuracy, and many more to determine any change in the frequency.</div>
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It is known to have been warming for at least 150 years. If warming had resulted in more extreme weather, it might have been expected that there was some evidence for an increase in extreme events over that period. The popular press certainly tries to be convincing when an apparently violent storm arises. But none of the climatological indicators that have data going back at least 100 years show any sign of an increase in frequency of extreme events</div>
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For instance, there have been many claims that tropical cyclones are increasing in their frequency and severity. The World Meteorological Organisation reports: “It remains uncertain whether past changes in tropical cyclone activity have exceeded the variability expected from natural causes.”</div>
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It is true that the damage from cyclones is increasing, but this is not due to more severe weather. It is the result of there being more dwellings, and each dwelling being more valuable, than was the case 20 or more years ago. Over a century of data was carefully analysed to reach this conclusion. The IPCC report on extreme events agrees with this finding.</div>
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Severe weather of any kind is most unlikely to make any part of our planet uninhabitable – that includes drought, severe storms and high winds. In fact, this is not too surprising – humanity has learned how to cope with extreme weather, and human beings occupy regions from the most frigid to the most scalding, from sea level to heights where sea-level-dwellers struggle to breath. Not only are we adaptable, but we have also learned how to build structures that will shield us from the forces of nature.</div>
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Of course, such protection comes at a cost. Not everyone can afford the structures needed for their preservation. Villages are regularly flattened by storms that would leave most modern cities undamaged. Flood control measures are designed for the one-in-a-hundred year events, and they generally work – whereas low-lying areas in poor nations are regularly inundated for want of suitable defences.<br />
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Indeed, it is a tribute to the ability of engineers to protect against all manner of natural forces. For instance, the magnitude 9 Tōhoku earthquake of 2011 (which caused the tsunami that destroyed the reactors at Fukushima) caused little physical damage to buildings, whereas earlier that year, the “mere” magnitude 7 earthquake in Wellington, New Zealand, toppled the cathedral.<br />
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So we should not fear extreme weather events. There is no evidence that they are any stronger than they were in the past, and we have generally adequate defenses against them. Of course, somewhere our defenses will fail, but that is usually because of a design fault by man, not an excessive force of Nature. So here, on the fourth step of our journey, we can clearly see the climate change hypothesis stumble and nearly fall.<br />
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Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-14518151676932993562016-03-22T13:10:00.001-07:002016-03-22T13:10:31.048-07:00The Third Step - Global Warming<sub><span style="font-size: large;">We have shown how the carbon dioxide in the atmosphere is increasing, and how that increase is the direct result of burning fossil fuels. Now we need to consider the impact of more carbon dioxide in our air.</span></sub><br />
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<sub><span style="font-size: large;"> Carbon dioxide scatters infra-red over a narrow range of energies. The infra-red photons, which should be carrying energy away from the planet, are scattered back into the lower troposphere. The retained energy should cause an increase in the temperature. </span></sub><br />
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<sub><span style="font-size: large;"> A photon with a wavenumber between about 550 and 700 per cm which has been absorbed by a carbon dioxide molecule is almost instantaneously re-emitted in a different direction with a slight loss of energy. The carbon dioxide molecule gains a very small amount of energy in the process, insufficient to raise its temperature significantly. Any heating that could be observed has to do with the scattering of infra-red radiation back towards the surface rather than escaping into space.</span></sub><br />
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<sub><span style="font-size: large;"> At about 5km above sea level, we lose as much radiant heat to space as is required to keep the planet in thermal balance. If we look back at Earth from space, we can get a good idea of the impact of carbon dioxide:</span></sub><br />
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<a href="https://3.bp.blogspot.com/-l5zynVtul5s/VvGkQWvBNBI/AAAAAAAABH4/2Q8icniS6nwC-BLVCK-o1QZ9ejRcgz1ZQ/s1600/Figure%2B5.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://3.bp.blogspot.com/-l5zynVtul5s/VvGkQWvBNBI/AAAAAAAABH4/2Q8icniS6nwC-BLVCK-o1QZ9ejRcgz1ZQ/s400/Figure%2B5.jpg" /></a></div>
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<sub><span style="font-size: large;"> The blue line shows the spectrum of a black body radiating at 280 degrees K, which is close to what would be seen if there were no absorbers in the atmosphere. The red line shows the actual spectrum. The difference between these two is the energy scattered by various infra-red-active species. Water vapour has an effect across the entire spectrum - it is the major greenhouse gas. carbon dioxide adds to the scattering between about 550 and 700per cm, and ozone (O3) plays a part between 950 and 1100 per cm. </span></sub><br />
<sub><span style="font-size: large;"><br />
One of the features of the carbon dioxide absorption is that the effect drops off logarithmically with concentration. Doubling the concentration will not double any effect. Indeed, at present there is ~400ppm in the atmosphere. We are unlikely see a much different world at 800ppm. It will be greener - plants grow better on a richer diet - and it may be slightly warmer and slightly wetter, but otherwise it would look very like our present world.</span></sub><br />
<sub><span style="font-size: large;"><br />
However, just as any effect will lessen proportionately with increase in concentration, so it will increase proportionately with any decrease. If there are to be any observable effects, we should have seen them already. Have we?</span></sub><br />
<sub><span style="font-size: large;"><br />
There are "official" historical global temperature records. A recent version from the Hadley Climate Research unit is: </span></sub><br />
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<a href="https://1.bp.blogspot.com/-NiiH5nY3I3o/VvGkjgRDDqI/AAAAAAAABIA/vrHJKfvvpQMq_vlxTyrviw7RJzjdzcZ5A/s1600/Figure%2B6.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://1.bp.blogspot.com/-NiiH5nY3I3o/VvGkjgRDDqI/AAAAAAAABIA/vrHJKfvvpQMq_vlxTyrviw7RJzjdzcZ5A/s400/Figure%2B6.jpg" /></a></div>
<sub><span style="font-size: large;"><br />
The vertical axis gives what is known as the "temperature anomaly", the change from the average temperature over the period 1950-1980. Recall that carbon dioxide only became significant after 1950, so we can look at this figure with that fact in mind:<br />
* from 1870 to 1910, temperatures dropped, there was no carbon dioxide effect<br />
* from 1910 to 1950, temperatures rose, there was no carbon dioxide effect.<br />
* from 1950 to 1975, temperatures dropped, carbon dioxide increased<br />
* from 1975 to 2000, both temperature and carbon dioxide increased<br />
* from 2000 to 2015, temperatures were flat but carbon dioxide increased strongly.</span></sub><br />
<sub><span style="font-size: large;"><br />
Does carbon dioxide drive temperature changes? Looking at this evidence, one would have to say that, if there is any relationship, it must be a very weak one. In one study I undertook, I found that there was a 95% chance that, over a period of a century, the temperature would change naturally by as much as +/-2degrees C. During the 20th century, it changed by about 0.8degrees C. The conclusion? If carbon dioxide in the atmosphere does indeed cause global warming, then the signal has yet to emerge from the natural noise.</span></sub><br />
<sub><span style="font-size: large;"><br />
One of the problems with the "official" temperature records such as the Hadley series shown above is that the official record has been the subject of “adjustments”. While some adjustment of the raw data is obviously needed, such as that for the altitude of the measuring site, the pattern of adjustments has been such as to cool the past and warm the present, making global warming seem more serious than the raw data warrants.</span></sub><br />
<sub><span style="font-size: large;"><br />
It may seem unreasonable to refer to the official data as “adjusted”, but its basis is what is known as the Global Historical Climatology Network, or GHCN. But adjusted it has been. For example, it is possible to compare the raw data for Cape Town, 1880-2011, to the adjustments made to the data in developing GHCN series Ver. 3:<br />
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<a href="https://3.bp.blogspot.com/-SZNiXGrdwNA/VvGkwYIRmLI/AAAAAAAABIE/orzy00YCpSENGOjr-sdYGFWUyszs-QcwQ/s1600/Figure%2B7.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" src="https://3.bp.blogspot.com/-SZNiXGrdwNA/VvGkwYIRmLI/AAAAAAAABIE/orzy00YCpSENGOjr-sdYGFWUyszs-QcwQ/s400/Figure%2B7.jpg" /></a></div>
<sub><span style="font-size: large;">The Goddard Institute for Space Studies is responsible for the GHCN. The Institute was approached for the metadata underlying the adjustments. They provided a single line of data, giving the station’s geographical co-ordinates and height above mean sea-level, and a short string of meaningless data including the word “COOL”. The basis for these adjustments is therefore unknown, and the fact that about 40 successive years of data were “adjusted” by exactly 1.10 degrees C strongly suggests fingers rather than algorithms were involved.<br />
</span></sub><br />
<sub><span style="font-size: large;">One can only conclude that there has been so much tampering with the "official" records of global warming that they have no credibility at all. That is not to say that the Earth has not warmed over the last couple of centuries. Glaciers have retreated, snow-lines risen. There has been warming, but we do not know by how much.<br />
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imageanchor="1" style="margin-left: 1em; margin-right: 1em;"></a></div>
<div class="separator" style="clear: both; text-align: center;">
<a href="https://www.blogger.com/blogger.g?blogID=9058903337097777437" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"></a></div>
<sub><span style="font-size: large;">Interestingly, the observed temperatures are not unique. For instance, the melting of ice on Alpine passes in Europe has revealed paths that were in regular use a thousand years and more ago. They were then covered by ice which has only melted recently. The detritus cast away beside the paths by those ancient travellers is providing a rich vein of archaeological material. <br />
<br />
So the world was at least as warm a millennium ago as it is today. It has warmed over the past few hundred years, but the warming is primarily natural in origin, and has nothing to do with human activities. We do not even have a firm idea as to whether there is any impact of human activities at all, and certainly cannot say whether any of the observed warming has an anthropogenic origin. The physics say we should have some effect; but we cannot yet distinguish it from the natural variation.<br />
</span></sub><br />
<sub><span style="font-size: large;">Those who seek to accuse us of carbon crime have therefore developed another tool - the global circulation model. This is a computer representation of the atmosphere, which calculates the conditions inside each 5km x 5km x 1km slice, and links them to each adjacent slice (if you have a big enough computer - otherwise your slices have to be bigger).<br />
</span></sub><br />
<sub><span style="font-size: large;">The modellers typically start their calculations some years back, for which there is a known climate, and try to see they can predict the (known) climate from when they start up to today. There are many adjustable parameters in the models, and by twiddling enough of these digital knobs, they can "tune" the model to history. <br />
</span></sub><br />
<sub><span style="font-size: large;">Once the model seems to be able to reproduce historical data well enough, it is let rip on the future. There is a hope that, while the models may not be perfect, if different people run different tunings at different times, a reasonable range of predictions will emerge, from which some idea of the future may be gained.<br />
</span></sub><br />
<sub><span style="font-size: large;">Unfortunately the hopes have been dashed too often. The El Nino phenomenon is well understood; it has a significant impact on the global climate; yet none of the models can cope with it. Similarly, the models cannot do hurricanes/typhoons - the 5kmx5km scale is just coarse. They cannot do local climates - a test of two areas only 5km apart, one of which receives at least 2 000mm of rain annually, and the other averages just on 250mm, failed badly. There was good wind and temperature data and the local topography. The problem was modelled with a very fine grid, but there were not enough tuning knobs to be able to match history.</span></sub><br />
<sub><span style="font-size: large;"><br />
Even the basic physics used in these models fails. The basic physics predicts that, between the two Tropics, the upper atmosphere should warm faster than the surface. We regularly fly weather balloons carrying thermometers into this region. There are three separate data sets, and they agree that there is no sign of extra warming:</span></sub><br />
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<a href="https://1.bp.blogspot.com/-3PMOiH54zdY/VvGk_LKbTmI/AAAAAAAABIM/ot26pZQe4X0MIikdTq1AMeIYJwo3JIpag/s1600/Fig%2B9B.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="376" src="https://1.bp.blogspot.com/-3PMOiH54zdY/VvGk_LKbTmI/AAAAAAAABIM/ot26pZQe4X0MIikdTq1AMeIYJwo3JIpag/s400/Fig%2B9B.jpg" width="400" /></a></div>
<sub><span style="font-size: large;"><br />
The average of the three sets is given by the black squares. The altitude is given in terms of pressure, 100 000Pa at ground level and 20 000Pa at about 9km above surface. There are 22 different models, and their average is shown by the black line. At ground level, measurement shows warming by 0.1degrees C per decade, but the models predict 0.2degrees C per decade. At 9km, measurement still shows close to 0.1degrees C, but the models show an average of 0.4degrees C and extreme values as high as 0.6degrees C. Models that are wrong by a factor of 4 or more cannot be considered scientific. They should not even be accepted for publication - they are wrong.</span></sub><br />
<sub><span style="font-size: large;"><br />
The hypothesis that we can predict future climate on the basis of models that are already known to fail is false. International agreements to control future temperature rises to X degrees C above pre-industrial global averages have more to do with the clothing of emperors than reality.</span></sub><br />
<sub><span style="font-size: large;"><br />
So the third step in our understanding of the climate boondoggle can only conclude that yes, the world is warming, but by how much and why, we really haven't a clue. </span></sub>Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-24619033495184197492016-03-19T01:55:00.001-07:002016-03-19T01:55:34.024-07:00The second step in the climate swindle<!--[if gte mso 9]><xml>
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<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;"><span lang="EN-GB">There is
a very strong relation between the rise in CO<span style="font-size: small;">2</span> in the atmosphere which we saw in the previous post and the
consumption of fossil fuels. </span></span></span></div>
<div class="MsoBodyText">
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" 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<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;"><span lang="EN-GB">You may recall the slight surge in CO<span style="font-size: small;">2</span> in the atmosphere after 1900 and the subsequent flattening until 1950, followed by a strong surge that has continued until today. Well, here is the same pattern in the CO<span style="font-size: small;">2</span> emissions from the burning of fossils fuels and other industrial sources. </span></span></span></div>
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<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;"><span lang="EN-GB">If you try to link the emissions directly to the growth in atmospheric CO<span style="font-size: small;">2</span> you fail. There are many "sinks" which remove CO<span style="font-size: small;">2</span> from the atmosphere. One that is often overlooked is that higher CO<span style="font-size: small;">2</span> levels in the air stimulate plant growth, so the more we emit, the more the plants mop up.Trying to follow the dynamics of all the sinks has proved difficult, so we do not have a really good chemical balance between what is emitted and what turns up in the air.</span></span></span></div>
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<span style="font-size: large;"><span style="font-family: Verdana,sans-serif;"><span lang="EN-GB">Fortunately isotopes come to our aid. There are two primary plant chemistries, called C3 and C4. C3 plants are ancient, and they tend to prefer the <span style="font-size: small;">12</span>C carbon isotope to the <span style="font-size: small;">13</span>C. Plants with a C4 chemistry are comparatively recent arrivals, and they are not so picky about their isotopic diet. Fossil fuels primarily come from a time before C4 chemistry was around, so they are richer in <span style="font-size: small;">12</span>C than today's biomass. Injecting </span></span><span style="font-family: Verdana,sans-serif;"><span lang="EN-GB">into the air </span></span><span style="font-family: Verdana,sans-serif;"><span lang="EN-GB"><span style="font-size: small;">12</span>C-rich CO<span style="font-size: small;">2</span> from fossil fuels should therefore cause the <span style="font-size: small;">13</span>C in the air to drop, which is precisely what is observed:</span></span></span></div>
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<span style="font-family: Verdana,sans-serif;"><span lang="EN-GB" style="mso-ansi-language: EN-GB;"><img alt="" height="242" 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width="400" /></span></span></div>
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<span style="font-family: Verdana,sans-serif;"><span lang="EN-GB" style="mso-ansi-language: EN-GB;"><span style="font-size: large;">So the evidence that fossil fuel burning is the underlying cause of the increase in the CO<span style="font-size: small;">2</span> in the atmosphere is really quite conclusive. But does it have any effect? We will consider that in the next post. </span></span></span></div>
Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-82322977747004963162016-03-18T15:01:00.001-07:002016-03-19T00:59:19.761-07:00Five steps to the climate swindle<span style="font-family: "verdana" , sans-serif;"><span style="font-size: large;">Daily we are told that we are wicked to burn fossil fuels. The carbon dioxide which is inevitably emitted accumulates in the atmosphere and the result is "climate change." If the stories are to believed, large areas of the world will become uninhabitable, either through drought or flood. Crops will wither, rivers will dry up, polar bears will disappear and malaria will become rampant.</span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-size: large;"><br />
</span></span> <span style="font-family: "verdana" , sans-serif;"><span style="font-size: large;">You know, it is a big "IF". We could waste zillions for nothing. Indeed, a zealot called Lord Stern has estimated that it would be worth spending a few trillion dollars each year to avoid a possible disaster in 200 years' time. Because he is associated with the London School of Economics he is believed - by those whose experience of insurance is limited. It is <u>not</u> worth insuring against something that might happen in 200 years time - we will all be dead and beyond caring.</span></span><br />
<span style="font-family: "verdana" , sans-serif;"><span style="font-size: large;"><br />
</span></span> <span style="font-family: "verdana" , sans-serif;"><span style="font-size: large;">So I decided to examine the hypothesis from first principles. </span><span style="font-size: large;">There are five steps to the hypothesis:</span></span><br />
<ol>
<li><span style="font-family: "verdana" , sans-serif;"><span style="font-size: large;"><span lang="EN-GB" style="mso-ansi-language: EN-GB;">The observation that the carbon dioxide (CO<sub>2</sub>) content of the atmosphere is rising.</span><span lang="EN-GB" style="mso-ansi-language: EN-GB;"> </span></span></span></li>
<li><span style="font-family: "verdana" , sans-serif;"><span lang="EN-GB" style="font-size: large; mso-ansi-language: EN-GB;">The observation that the rise in CO<sub>2</sub> in the atmosphere is largely paralleled by the increase in fossil fuel combustion. Combustion of fossil fuels clearly results in emission of CO<sub>2</sub>, so it is eminently reasonable to link the two increases.</span><span lang="EN-GB" style="font-size: large; mso-ansi-language: EN-GB;"><span style="mso-list: Ignore;"><span style="font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span></span></span></li>
<li><span style="font-family: "verdana" , sans-serif;"><span lang="EN-GB" style="font-size: large; mso-ansi-language: EN-GB;">The</span><span lang="EN-GB" style="font-size: large; mso-ansi-language: EN-GB;"> observation that CO<sub>2</sub> can scatter infra-red over wavelengths primarily at about 15 µm. <span style="mso-spacerun: yes;"> </span>Infra-red of that wavelength, which should be carrying energy away from the planet, is scattered back into the lower troposphere, where the added energy input should cause an increase in the temperature. </span><span lang="EN-GB" style="font-size: large; mso-ansi-language: EN-GB;"><span style="mso-list: Ignore;"><span style="font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span></span></span></li>
<li><span style="font-family: "verdana" , sans-serif;"><span lang="EN-GB" style="font-size: large; mso-ansi-language: EN-GB;"><span style="mso-list: Ignore;"><span style="font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span></span></span><span lang="EN-GB" style="font-size: large; mso-ansi-language: EN-GB;">The expected increase in the energy of the lower troposphere may cause long-term changes in the climate and thermosphere, which will be characterized by increasing frequency and/or magnitude of extreme weather events, an increase in sea temperatures and a reduction in ice cover.</span></span></li>
<li><span style="font-family: "verdana" , sans-serif;"><span lang="EN-GB" style="font-size: large; mso-ansi-language: EN-GB;">These phenomena may make areas of the globe uninhabitable either through extreme drought or flooding in the worst cases, but perhaps more subtly through impacts on the biosphere as a whole to which mankind is unable to adapt</span><span style="font-size: large;">.</span></span></li>
</ol>
<span style="font-family: "verdana" , sans-serif;"><span style="font-size: large;">Thus in this first post I look at the observations of <span lang="EN-GB" style="mso-ansi-language: EN-GB;">the carbon dioxide (CO<sub>2</sub>) content of the atmosphere; in four subsequent ones I will examine each of the other steps.</span></span></span><br />
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<span style="font-family: Verdana,sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: large;"><span lang="EN-GB" style="font-family: " , "serif";">The observations of the increase in CO<sub>2</sub> in the atmosphere are incontrovertible. There <span style="font-family: " , "serif";">is a</span> continuous <span style="font-family: " , "serif";">record </span>from the Mauna Loa observatory since 1958:</span></span></span></span><br />
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<span style="font-family: Verdana,sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: large;"><span lang="EN-GB" style="font-family: "quot" " , " serif;"><span style="font-size: large;">The annual rise and fall is due to deciduous plants growing or resting, depending on the season. But it is clear that the long-term trend is ever<span style="font-family: , "serif";">-</span>increasing levels of</span></span><span style="font-size: large;"><span lang="EN-GB" style="font-family: " , " serif;"> CO<span style="font-size: x-small;">2</span> </span><span lang="EN-GB" style="font-family: " " serif;">in the atmosphere.</span></span> </span></span></span></div>
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<span style="font-family: "verdana" , sans-serif;"><span style="font-size: large;">Before 1958, there were only sporadic measurements of CO<span style="font-size: xx-small;">2</span>. Nevertheless they give a clear indication that there was minimal change in the atmosphere before about 1850:</span></span></div>
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<img alt="" src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAT0AAAC7CAIAAACYZ967AAAL3klEQVR4nO3d32sb2RnGcf19gYHQshQ29CI3iy560e5NDZ0kJNl62zCIss0uZSCYEgdBdllThbAXYrzZEKzFGOOoJGYSjBhMcMQGZ9g1CcGE04uznE5G8liS5+jMO/p+mAtHOPKrwY/PmR9n3oYCIE3DdQEApvZrbm/durUMoNpu3br1QW6Xl5fd/N0AMDGTU3ILiEFuAXnILSAPuQXkIbeAPOQWkIfcAvKQW0AecgvI4zi3jQ+Z14MgaDQazWZzOBwWvwgsIPe5TZIk92K73Q7DUCkVhqH+4qQXgcVUxdw2m82dnR2l1M7Ojud5BS8Ci8l9bjXf983s14Q5SRIzeR774lh37twxyyZu3Lhhe2UGUODOnTs2grNchfNSaZqGYdhsNn8t5Wy5zXLycQDbKpFbpVQURSaNnueZKbEJ89gXT0VuUUtVyW0QBEEQ6K/NmacwDNvtdsGLpyK3qCXHufV9Xx/fZk8RD4fDZrPZaDRMkk968VTkFrVUlfHWkpp9HEAjt4A85BaQh9wC8pBbQB5yC8hDbgF5yC0gD7kF5CG3gDzkFpCH3ALykFtAHnILyENuAXnILSAPuQXkIbeAPOQWkMd9btM09Twv92jVsvqMkFvUkvvcBkGQfQirKrXPCLlFWR70D5ZWtrrbL1wXopTz3PZ6vU6nk3uUeYl9Rsgtzm7r2atPw81zl7t6c12OUm5zm6apfoJ5Lrcl9hn5/PPPp+gJAXzoL3/9x++urJnEnrvcvXD1m6neoYZ9RsIwjONYlZ3brHl+HNTJ7n56vf04m9jz16Kb93bfHb93XZpSbnPbGJGmqaLPCJza3U8v3d7OJXZ1fe/o7bHr0v7PZW6N3BBKnxE40d1+8Yevfswm9tzl7vX24/2fjlyXllfF3NJnBPP07vj92kby0fL3ucSudJ9XMLFaJXJrT80+Dsp1+Mu71fW9Czd++ODM040fWmtPDn9557q6IuQWi2jsGHux9ejuw0FFzjwVI7dYIC9fv1nbSHIninVi72/uu65uCuQWC+Hd8fu7Dwfnr0Wjid169sp1dVMjt6i5/uBwdIA9d7m7tLK18XTSG92rhtyihl6+ftMfHN59OPjki41cXD8NNx/0D16+fuO6xjMht6iPvYOfx2bVDLBrG4mI006nIreogwf9g5Piev5aFH4XV+pup7MjtxBs/6ejuw8Hozc5nb8WLa1s3by3u7aR1CyxGrmFPEdvj+9v7o8OsBdbj27e2+0PDl0XaB25hRgvX79ZXd8bHV3NYp1aDq1jzTW3eiHePJHbGtA3S2RXrmcH2Nbakwf9g8VJrGY3t/oBNEEQ6CdCTb5utizkVqj9n476g8Ox9zbp7dLt7Y2nw3qcHJ6B3dw2Go1Op9Nutz3PGw6H5BbFjt4eP+gfjJ0J66219mTr2auFjathPbf6C/1QKHKLUUdvj7vbL663H4+upMsugn3QP3BdaYVYnyebr4fDYfaf80FuK2h3P+0PDouz+tHy90srW621J93tF5VdBOuQrdymaZokyfxPROWQW+devn6z8XS4ur536fb2xdajk0bU7HXXle7zii9/dc5KbvUDyo1Op3P295wNuS3X3sHP/cGh3raevVpd38tuSytb2a1g3jt6kun+5r70e4bnqfzcttttfQ45iqIoinSGT5ohh2Goj3vN45E1+hXMhz5tq7e7Dwc6fuF3scle7lkQpWyffLGxtLKlD1kZV2dTfm49z8s9ty0Mw1OfwKjTbr6mX8FZ6NUw/cHh/c19Mxheur2to1hwttbG9tHy95dub690n288He4d/Ox639RE+bkdHV1zbUTGCsPQPPCNfgWTeHf8XoczG0sbw6PZ/vDVj9lpcGvtSXaSfH9z3wzd/cHhot0IMWdWxtvcAW2n0ynIrT4Gzs5+ee65Ziaxega70n2uA3PSwpdptws3fjAhvHlv1yTQZI8TuZVl6/hWd/1JkkSH9tSZre/7Zrytd5+Rz5b/9ufP/qm3P14Pm9f+rbcLV7/5+Oq3H1/99rdX7p11anrlPx9f/fb3V782b/6n6/8yP9T1DlgskvqM+L6fPZ+sb5Yq/i/ZuXTF+xVkz6nq65C506rmSNJsNmaterS83n68ur539+FAF8ONRAvCSm6VUkmS6PPJugPQqbLHt1b7FWTPoI6evFld37t5bzcbubG3s89h01cyl1a2/v71f3Vh3e0XHDpCs5LbXq+nO/0opdI07fV6J31nGIZ6TDZrD1Sp/Qp+c+W+k9RNEsilla3wu3j0pM5MuxyLpfzcdjqdXLSCIHB164WN4OnLj2Yz46HZNp4Oc0M601eUq/zcznYdyJLR1F1sPcodfOauZ6xtJKQOFVd+bkfvuyi+DmSVjfNSgHPl51ZfB2q323EcJ0mi/zn5HU7lIreoJSvnpXLrCprNpjlNNWfkFrVUletAlpBb1JKt3FZEzT4OoJFbQB5yC8hjK7fD4VDfumiU8rbTIreoJVu5NfckklugdLZyW/Bsmnkit6glW7ntdDq+75fyVmdBblFLtnKr70nOKuVtp0VuUUsW58m+70cZpbzttMgtaslWbj3P4/gWsMTi8a2OrlawdN4qcotasjhP5vgWsMTiuoKcUt52WuQWtWTxPsc4jvUkueBhjvrhjHqtXzbb9BkBClg8vp2ktZfv+3pprm4UpF+kzwhQzOLxbRAEeobs+/6pnUGyz6CizwhQzOL9yeY6UBRFpyYtCAIzitJnBChm8X4pcx3I8zx9D8ZJV4P0EFpWf6CK9xnBQpHUZ0SNuw500tWgnZ2dRqORbX5b8T4jgHO2cjt6HWjs1aDR0CrLfUaAGrCVWzXZdaCxo3GJfUbILWrJVm4nvA5kG7lFLVk8vp3qOpAl5Ba1ZCu3014HsoTcopZs5Xaq60D2kFvUkvvrQFaRW9SS4+tAtpFb1JLF60BVULOPA2jkFpCH3ALykFtAHnILyENuAXnILSAPuQXkIbeAPOQWkIfcAvKQW0AecgvI4z63+ok2uaVC9BkBCjjOre/7cRznckufEaCY+/FWZZ5prtFnBChWxdzSrwC1IaxfwVTKzW2Wk48D2FbF3NJnBChWxdzSZwQo5ji3uac96vTSZwQoVonx1p6afRxAI7eAPOQWkIfcAvKQW0AecgvIQ24BecgtIA+5BeQht4A85BaQh9wC8pBbQB5yC8hDbgF5yC0gD7kF5CG3gDzkFpBHUm7pMwJoYnJLnxHAEJNb+owAhpjc0mcEEtW5z8gkFqTPiLiClcCaxRU8SkxuF6TPiLiClcCaxRU8SkxuF6TPiLiClcCaxRU8SkxuZ+sz8uWXX9oryQZxBSuBNYsreJSY3AIwyC0gD7kF5CG3gDzkFpCH3ALykFtAHnILyENuAXlk57bT6Zj1Blocx/q2KrPuTynV+JD55hkW4pde8HA49H1/tIyxtc2/4MlrrshO1rev65+YrXny/elkJ09LcG5934/jOPcr5XleHMdKqTiOzTLd3Pdosy3EL71g3/f135coikwZY2ubf8FT1VydnZymqf6J5hdg8v3pZCfPQHButdyvi/krmySJWTY09ldqtoX4Z5crJjs0mTLG1uaqYDVZzZXayUqpKIpMnZPvT4cFT6VuudVTuF6vF4ah/rurMlM43/ez87oZFvSWXrCZIAyHQ1PG2NpcFTx5zdXZyUqpIAhG5wKn7k+HBU+lbrlNkkTn1qzXNdI0DcNwdBB2m1v9d12vc6rsr9QkNWsV2cm6wuI/H1XbyVOpW249z9P/zB7fGtm502wL8c9u7HxS12aWKI6tzVXBarKasy+63ck7OzuNRiP7V3vy/elwJ0+lhrnt9XpKKT3k5r45CALzezbbQvyzG53YK6WSJMlOEMbW5qrgCWs23O7k0dCeVEbVdvJUBOc2d+FB/2JlLwPoYzCllL5o0Wg0smcIZ1uIX3rBeqrpeV4URcW1zb/gqWqu5k4uKKM6O3kGgnMLLCxyC8hDbgF5yC0gD7kF5CG3gDzkFpCH3ALykFtAHnILyENuAXnILSBPPretVmuGptoA5qnVan2QWwCCkFtAnv8B8gpB3LFOsWMAAAAASUVORK5CYII=" /></div>
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<span style="font-family: Verdana,sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;"><span lang="EN-GB" style="font-family: "" serif;"><span style="font-size: large;">There was a slight surge in atmospheric levels from about 1910, then a period of near stasis until after 1950, when there was a strong and ongoing increase which has continued to this day.</span><span style="font-size: large;">Remember this pattern - it will re-appear in a different guise in our next post.</span></span></span></span></span><br />
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<span style="font-family: Verdana,sans-serif;"><span style="font-family: "verdana" , sans-serif;"><span style="font-size: small;"><span lang="EN-GB" style="font-family: "t, " serif;"><span style="font-size: large;">The conclusion is clear - there <b>has been</b> an increase in the carbon dioxide in the atmosphere since 1950. Next, we will consider what has caused it.</span></span></span></span></span></div>
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Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-67697639864034136342016-01-14T01:25:00.000-08:002016-01-14T01:25:42.480-08:00Those CRAZY labour laws!My elder son has recently bought a large farm in the Little Karoo. It is beneath a mountain that I climbed in the days of my youth:<br />
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There is a large perennial stream flowing from a gorge, and the farm has the right to much of the water. As a result, even though the area is semi-desert, the farm has huge potential. It has five houses on it, comes complete with half-a-dozen tractors and lots of other machinery, huge orchards that are drip-irrigated - and yet has been essentially abandoned for five years.</div>
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It did not take me long to find the problem. Labour. There is lots of labour in the area. In fact, the unemployment levels are among the highest in the country. Yet my son and his brother-in-law, who also lives on the farm, are striving to do it all themselves. The fruit trees will go, along with the drip irrigation. Fruit does very well there, but it demands seasonal labour, and the labour laws are against casual seasonal labour. A casual worker who does more than 16 days work for you is deemed to be a permanent employee, and deemed to have a contract and a minimum wage and paid holidays and and and - - -.</div>
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There is even a threat that, if the worker should be permanent for more than a year or so, he would become entitled to a portion of your farm. That threat became law in about 1996, and I saw the effects in the Free State - villages were suddenly flooded by homeless farm workers. The farmers had said "When we need you, we'll send a bus." Shacks sprang up alongside decent houses, and quiet villages overnight became noisy havens of crime. </div>
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Another problem with the present dispensation is how you ever get to develop skills among your workers. When I had an interest in farming, we decided our tractor drivers, who were responsible for the safe and efficient operation of the capital equipment that represented our life savings, were underpaid and undertrained. We sent the drivers off on training courses, we set up planned maintenance schemes, and we offered the drivers bonuses based on their productivity and equipment reliability. Our labour costs increased, but our tractor costs dropped dramatically and the productivity shot up, so we won handsomely. The only drawback was the neighbours, who complained that we had wrecked the local market for drivers!</div>
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But what can you do today? How can you hope to develop skills when you can only afford to employ someone for two weeks? I know of one Free State farmer, with a few thousand hectares of mielies, who has taught his 55-year-old wife to drive a multi-million rand combine harvester. It is very impressive to see her hauling herself up into the cab, and driving off in impressively straight lines - "All done by GPS!" she tells us later over coffee, after harvesting a few thousand tons of corn by 11 a.m.</div>
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I suppose the good news is that COSATU and the ANC government have finally found something to fight about. At present, it is pensions, and whether the workers should be allowed to access their savings before retirement. I hope the government wins this one. It may give them the courage to liberalise labour laws. We need jobs. Putting restrictive laws in place may protect those fortunate enough to have them; they also prevent those needing a job from having one. </div>
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<br />Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com2tag:blogger.com,1999:blog-9058903337097777437.post-87908113205108125602015-12-18T05:26:00.001-08:002015-12-18T05:26:51.022-08:00The Paris "Agreement"<div style="text-align: justify;">
<b>All the excitement, the back-slappings, the hubbub is over, and the 40 000 have jetted back home. COP21 has come and gone. We have now had time to assess all 32 pages of the Paris Agreement.</b></div>
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<b>In spite of the claims about saving the planet, there is little for your carbon comfort. Much of the Agreement has to do with noble intentions: ”Each Party shall prepare, communicate and maintain successive nationally determined contributions that it intends to achieve. Parties shall pursue domestic mitigation measures, with the aim of achieving the objectives of such contributions.” (Article 4.2) Legally binding? No! And wasn't there something about the path to Hell being paved with good intentions?</b></div>
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<b>Much of the Agreement has to do with accounting: “Parties shall account for their nationally determined contributions. In accounting for anthropogenic emissions and removals corresponding to their nationally determined contributions, Parties shall promote environmental integrity, transparency, accuracy, completeness, comparability and consistency, and ensure the avoidance of double counting - -.” (Article 4.13) It will be nice to be able to tell how rapidly we are committing carbon suicide (if indeed we are), but it is difficult to see how this is going to save the world.</b></div>
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<b>An issue largely left unresolved is what to do about the big emitters who have emerged since 1992, when the Convention on Climate Change came into being. It is all very well for the Agreement to say “Developed country Parties shall provide financial resources to assist developing country Parties with respect to both mitigation and adaptation in continuation of their existing obligations under the Convention. “ (Article 9.1), but there is no clarity of who is ‘Developed’ and who ‘Developing’. Which category does China fit into? Or South Africa, for that matter?</b></div>
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<b>On the money, the Agreement is gloriously vague: “<i>strongly urges</i> developed country Parties to scale up their level of financial support, with a concrete roadmap to achieve the goal of jointly providing USD 100 billion annually by 2020 for mitigation and adaptation.” (Para IV, 54) In other words, for all the pious promises, S100 billion a year will not be available soon.</b></div>
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<b>You will understand that I am seriously underwhelmed by the Paris Agreement. The fact that it is little more than hand-waving is made clear by Article 28: “1. At any time after three years from the date on which this Agreement has entered into force for a Party, that Party may withdraw from this Agreement by giving written notification - -. 2. Any such withdrawal shall take effect upon expiry of one year from the date of receipt - - of the notification of withdrawal, - -” An agreement from which you can opt out any time you feel so inclined? That’s no agreement!</b></div>
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<b>As the Romans would have put it, “The mountains have been in labour, and given birth to a little mouse.” (Horace)</b></div>
Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0tag:blogger.com,1999:blog-9058903337097777437.post-41505263842273000222015-12-13T03:49:00.001-08:002015-12-13T03:49:30.724-08:00The hot-air balloon has gone up!The 21st Conference of Parties has ground to a halt, predictably late. It has produced a 31-page Paris Agreement. It looks very like previous agreements, with much gnashing of teeth over climate threats. It is full of pious <i>decides</i>, <i>also decides</i> and <i>further decides</i>. But nearly all the decisions are about forming new committees, or making progress on earlier decisions. Decisions on real action are conspicuous by their absence, which is probably a merciful release for us all.
The basis for carbon-cutting is the Intended Nationally Determined Contributions or INDC's. Most nations were urged, after COP 20 in Lima,to dream up ways they could cut their emissions. Many responded. The UNFCCC sausage machine ground up the INDC's and found that by 2030 the world would emit some 55 million tonnes of carbon dioxide, rather than the hoped-for 40 million tons. Note that the INDC's are only <b>intended</b> - there are lots of good intentions paving this particular path to hell.
But right at the end, it becomes clear that all this teeth-gnashing has worn the poor molars away:
"1. At any time after three years from the date on which this Agreement has entered into force for a Party, that Party may withdraw from this Agreement by giving written notification to the Depositary.
2. Any such withdrawal shall take effect upon expiry of one year from the date of receipt by the Depositary of the notification of withdrawal, or on such later date as may be specified in the notification of withdrawal.
3. Any Party that withdraws from the Convention shall be considered as also having withdrawn from this Agreement."
Some agreement! Nutty Profhttp://www.blogger.com/profile/05919018785775883525noreply@blogger.com0