Thank you. Now this is this is going to be more structured a kind of discussion. Maybe a direct talk so I encourage you to put up your hand. I'm happy to stop and explain things and ideas presented here on themselves and so it's a good idea to stop me when I have confused you which I'm sure to do and I'll ask him to take a sip of water which is great. So we're going to talk about general topics today the mechanisms of climate change and I'm assuming in this day and age that most people are reasonably familiar with the greenhouse effect we're going to talk about how it works but we're not going to spend a lot of time on it but there are two distinct mechanisms that are driving the phenomenon of global warming one is an atmospheric mechanism which is the greenhouse effect and the other is a surface mechanism which is driven by the surface changes over time. Which is and we particularly see in cities and that's going to be my principal focus today view of the greenhouse effect and global warming. What's driving that urban warming trends in large US cities which is what my study is focused on that I'm going to present today the principal study and then we'll talk about the threats of urban warming to urban populations and it's specifically what planners can do about it in planners and urban planner but there are lots of folks who think about and plenty for human health and cities and so when I say plenty in the broadest possible sense. I like to start my climate talks with this particular slide this is a page taken from Popular Mechanics and one nine hundred fifty three and I'm highlighting this article here growing blanket of carbon dioxide raises temperature. I like to start with this for two reasons one job of showing how pressing it with science was the greenhouse effect many many years ago. This is more than fifty years ago. Very clear picture of what was happening with the accumulation of carbon dioxide in the atmosphere and how that was when the earth a pretty good projection out to Twenty eighth. Of what temperatures would look like suggest about a three percent increase in average temperatures. That's looking like a little bit to what we think we're going to see now by two thousand and eighty but it's still a fairly good estimate and it suggests two things One is that we've had a good idea of the science of global warming for a long time and we haven't done much about it in the intervening time that I also like about this is that it's found on page one hundred one. And it's next to the cloud on his tiny bike and I think this is for a long time. How the issue of climate change has been treated particularly in this country as kind of a climatological curiosity something that we've known about seven minute few people been concerned about but not really front page news. Until recently. This is no longer the case and really just in the last few years and I think since to a significant degree we have Al Gore to thank for that I think has really is awaken people's understanding of this issue but what I would argue is that today the issue of climate change the urban heat island effect this urban mechanism they're going to talk about is still largely viewed as a climatological curiosity and what I'll be argued today is that it is dressed as threatening to us for those of us who live in cities and so we need to be very much aware of it and planning for it. This temperature trend is something that everybody has probably seen every year we have an announcement that last year was the warmest year on record of one of the ten hottest years on record and the data are developed by NASA Goddard Institute for Space Studies a number of groups globally who do this for measuring global planetary temperatures but NASA is one of them. And this is their particular data set for the continental US and they're showing this trend that is characteristic that we see today where we have up and down in terms of the year. In the last twenty or so years who struck this bike and so that's that's the information that is most commonly recognized as what's going on now in terms of climate change and we want to talk about today how they're measuring this briefly what is the theory of the mechanisms that are driving this warming effect over time. This is one of my favorite slides of the greenhouse effect today but I think just as a good job of capturing these two mechanisms the atmospheric in the surface mechanism which showed years we had this accumulation of greenhouse gases carbon dioxide is one of those prevalent it's what we hear about but there are others as well water vapor is a very powerful greenhouse gas. Although it's not one that we directly. These greenhouse gases are building up in the atmosphere and they're trapping outgoing wave radiation and so we have two basic classes of radiation that we talk about but that mysterious system radiation comes down from the sun and the atmosphere the greenhouse gases are largely transparent to the visible radiation for the most part it passes through the greenhouse gases. It's absorbed in the or surface to surface and in that process the radiation is readmitted as a radiation and so its physical properties have changed somewhat. It's really here and that is absorbed by these greenhouse constituents these greenhouse gases. So the short passes through that tract absorbed in that creates what we call this radiated Firstly the atmosphere in the surface and it drives temperatures. That's a good thing if we did not have that kind of greenhouse gases the planet wouldn't be very hospitable for life today. And so having the natural greenhouse effect is a good thing and nobody disputes that. What's been debated in recent years is the degree to which are intensified the accumulation of greenhouse gases in temperatures and other effects. See with this. That's the atmosphere and there's also a surface part of this equation and again this red line that's absorption in the degree to which this is a good surface changes displacing natural vegetation for agriculture and also for cities when we cut down trees in the context of the capacity of the surface to absorb incoming solar radiation. That is and they may actually reflect away without contributing to the fact most of our Lancers activities are increasing the absorption energy of radiation. And so the atmosphere process surface process temperature at the global level compared to a pot of water we can think of the greenhouse gases as the accumulated across the pot of boiling water and as we slide the litter cross and we track the temperature within the pot of boiling water. We can also turn up the burner and that's what we've been doing surfaces that we can raise temperatures completely independent cumulation greenhouse gases. So with these two independent phenomena that are driving the cumulation of temperatures in the atmosphere. We probably see this particular phenomenon presented to us in terms of the accumulation of greenhouse gases is this atmosphere to fact if we look at a scale of ten thousand years. It becomes rather dramatic and apparent. Cumulation of carbon dioxide in this case carbon dioxide. So there's the atmosphere component driven by many things the surface component which we can. In many different contexts. The first pictures were displaced. By the trees in this place and that with crops we actually increased temperatures that drives this phenomenon also the burning of the forest creates a lot of carbon dioxide which contributes to the atmospheric phenomena. Places like displacing forest with subdivisions and urbanization increases surface temperatures raises the drives this phenomenon. One question that's important. That is not invested in sufficient detail is the relative contribution of these two mechanisms the atmospheric versus the surface and one of the few to look at this trying to measure the contribution of the surface change the temperature change over time and the cumulation of greenhouse gases and what they find this is a approach in which they're measuring temperature at the surface and then using weather balloons to measure it higher up in the atmosphere to the surface changes and they're looking at the differences between temperatures and how they're changing over time. But they conclude it is portions of the U.S. where we have stations and we can measure temperature surface phenomena it's responsible for fifty percent of the increase in temperature is that we've seen greenhouse gases is responsible for about fifty percent raise an increase in temperature we've seen based on this one study looking at the US And there's a need for this if this is true equally as important the atmosphere is focusing exclusively on greenhouse gases. There is very little tension in the scientific literature surface changes in awareness of this. In the case of the surface changes which impacts really a small. Percentage of the surface of the earth cities account for five percent of the surface of the earth but they account for the majority of the human population now for the majority of greenhouse gas emissions so urban areas are small percentage of the planet but a very important region in terms of how they're contributing to climate change and within the urban areas we have this phenomenon known as the urban heat island effect which is manifested through higher temperatures in cities and most of us have probably experienced this. If you have a temperature gauge in your car and you drive out. Outside the city. You will see the temperature fall most likely the city number of studies ever number of cities have found its effect average between six degrees Celsius and ten degrees Fahrenheit. So that's significant on a hot summer day it's not unusual to see an eight to ten degree Fahrenheit difference between. And about fifty miles outside the city that's significant temperature difference it's equivalent to what we expect to see through one hundred years of atmospheric greenhouse effect projections in this range about. We've already experienced one hundred years of the temperatures we're experiencing today. And of course that's happening on top of what's happening at the planetary level this phenomena is driven by principle mechanisms first is the displacement of natural vegetation trees and natural mechanism through the joint processing to evaporation transpiration evaporation as well as a phase change into water vapor. That absorbs incoming solar energy that absorbs the energy within the water itself evaporate water vapor in the water vapor actually carries that energy content loft into the atmosphere doing that sort. Energy from the surface will contribute to a rise in temperature and served to surface because. What we call sensible temperature. It creates a shift from the sense of the way to describe it but essentially it's a natural mechanism. Transpiration Is this similar process happens with the systems and the water process itself it is the solar energy to essentially drive that phase change. So true in other vegetation and natural mechanisms for cities and that's lost. So if we're going to increase temperatures for that reason we may also increase temperatures because we're changing the surface. And so if we put down a black asphalt parking lot. We're going to increase temperatures because it's absorbed into that as as it absorbs that radiation radiation and that contributes to temperature again that we can feel. This is a picture of responsible. Design techniques that provide natural. Away a lot of the sunlight that away. It's not absorbed. It's not driving temperature again America in general in North America we often use Dark Materials particularly the East Coast and this is a part of the Northern European. Black. Makes very little sense to do that in a place like Atlanta that's largely been a lot of the summer that we have to offset. Simply because we. Same with asphalt. Writer. Concrete. Does a good job of this radiation. A lot of this is driven by preference and it's certainly driven by the design about urban areas. That's the second piece of the first one is transpiration the second. One is needed missions and so whenever we can bust in a power plant a lot of heat the stack when we drive our cars there's a lot of heat that comes out. When we run our air conditioning systems we are mechanically removing heat from inside or outside and that contributes it's a small or smaller factor that directly contribute to elevated temperatures in cities and so these three cities are driving this urban heat. Which is. In this range and that creates particular problems in cities when we think about climate change particularly if the planet as a whole is how rapidly our cities. Again this is where most of us live. And we have to plan temperature change over time and so we need to think about this specifically with the urban context questions about this because it's such a small percentage is significant for people because it's just about five percent of the land surface and there haven't really been studies that have tried to drive the planetary temperature change themselves to be a very small percentage because it's just such a small percentage of the earth's surface. So it's a great question. It's a significant issue if you live in cells are not directly driving the temperature change near you but they are indirectly driving it through the emissions of greenhouse gases and so they're driving the. Atmospheric process which is running the globe as a whole but they're not driving surface changes and if you don't live in the city that makes sense. I don't know it's a good question here that we're losing a couple state north of the area every year and it was exaggerating. I don't know the total probably five or ten years ago but I haven't looked at that issue. It's a good question but it is rapidly. Depleting and we know ironically most recently it's in part our own policies in terms of biofuels and in this country biofuels in the push to produce ethanol is shifting crop production from Serbian the corn. And while we grow corn in this country which increases the demand and so farmers in South America are plenty more soybean in cutting down more forest to do that. So it's a significant problem I wish I knew the personally. OK Also we can see with thermal imagery that a very small spaces are significant differences in temperature. This is showing in the early evening that the driveway has retained a lot of the heat but during the day the grassy surface because it has the mechanism of evapotranspiration is much cooler and it has not absorbed as much heat during the day and doesn't retain it. Also in the house in the attic where the heat is rising. You can see. In the building accumulated in cities particularly in downtown districts not only are the building to be more heat and it may be that as they readmit this radiation really actually I mean it's a trap and that's happening between buildings and so we have urban canyon geometries as ours described downtown districts that is a unique property. So for this study. I wanted to. This question rapidly than the planet as a whole and the reason this is an important question to the next is that observations of planetary warming are based almost entirely on weather stations and so. We're going to between two and six degrees they're talking about in areas that average and that's important because what they're trying to measure is the fact if you measure temperature measuring both the atmospheric phenomena phenomena and so if you focus on the atmospheric phenomenon you want to take temperature outside of cities and so that's important to do but it doesn't tell us much about what will happen with this study is focused on that what you see here is from downtown marks and this is showing the surface. Clearly a very hot. Place where again if you want to talk about the plan as a whole you probably don't want to measure temperature but if you want to think about how temperature is changing in cities. This is exactly where we need to be focused on the temperature trace. I showed earlier network stations and this is a special network in this case the global climatology network is based on a series of first weather stations that weather stations that are high quality quality what I mean is they are more common sources a bias or is the word. And if you're interested in looking at how temperature has changed over the period of decades and we really have to look time periods if you want to measure climate change because there are so many short term climate. Logical phenomena like a short term shift they would need to look over several decades to see a trend. And so if you want to measure temperature over several decades you have to find weather stations that have been in place in the same location for many decades. So a change in location of the instrument if we were to this weather station and the elevation change that would change the temperature record independent of any climate change is just because you changed elevation in higher elevations or colder. And so that needs to be corrected for when the temperature record change in instrumentation. If it's some point in time we are monitoring we have a more sensible monitor that can cause a change in the temperature record that is not a problem of climate change as a product of the instrumentation. So I can control for that with a control for the time of observation if you're measuring temperature have a different trend and if you measure it. That's a control for and then finally number for contamination and that's that's the work contamination by urbanization that if you have weather stations that are located in cities then we need to statistically adjust the temperature trend to account for the fact that it's an urban area. This is precisely the way we're measuring temperature change on average I mean I want to measure the extent of contamination. I want to measure exactly how much temperature is being driven by what's happening. And that's what's different about. The other studies that preceded it. So I've acquired temperature data between one thousand nine hundred fifty in the year two thousand and fifty at the sixteen most populous metro regions us. In this case and this shows the cities that are included shows their populations and looking at these regions. It's a regional population not just the city but the metropolitan region. Populations are about seven hundred thousand. Greater than five minutes that are missing that are largely like Chicago Chicago does not have a single weather station with a consistent temperature record back to nine hundred fifty and so the airport. The temperature record was compromised so Chicago could not be included in the city San Francisco same story. So these are fifty of the sixty which I could get high quality temperature back to nine hundred fifty. This is more than half of the U.S. population metropolitan areas and again I'm trying to get a sense of how temperature is changing where we live. This is what I'm getting for each station. This is NASA. This is the same data set that they use to measure planetary change year after year. I'm just cherry picking it to look at the large cities in the watch their temperature trends. So this is from Hartsfield Jackson Airport this is the temperature trend there it goes back to eighteen. So that's a long time for sure and I'm back to fifty again. And what we see here is actually characteristic of most of these in your logical stations is that temperature is increasing and rather dramatically in the fifty's and sixty's and. Has been increasing rapidly this temperature is driven by a phenomenon known as the Pacific oscillation or at least in part by that which is happening over the Pacific Ocean and you can think of it as a long term cycle. And so when that when the Pacific Decadal Oscillation that goes into a negative phase we have a cool. Temperatures in the ocean and that creates colder conditions across the continental U.S. It's a very significant effect. It's a long term phenomenon so it happened over decades and this is one of the reasons why there's been a lot of the debate about whether climate change is actually being enhanced by human activities. There are lots of him. It's fairly common phenomena but our driving temperature change over a decade. Temperature record to really measure these things looking for nine hundred fifty thousand is right there on average. We've experienced other stations and so I have one of these temperature traces for every one of the cities have a station within the city and then three for other stations outside of the city and I talk about how those were selected right here. So what you see here is an image nightlights you may have seen this before. Looks like from space at night just illumination of cities and this provides useful information to an urban areas and so I had other stations that are within the urban fabric and weather stations that are free contamination that are outside we can do that with population for a thousand square kilometer as a basis between an urban we can use that but it's not always reliable and that you could have close to a military installation there as a runway and it could have higher temperatures that you would normally find in a real area and so what I'm trying to do here is use the station selection as a process and. Fifty urban weather stations and one hundred fifty weather stations around each metro area that I can use to measure the difference between urban trend trends over time. So the urban station in our case is the airport usually cities only have a single first weather station back to nine hundred fifty in this case. So there are lots of weather stations but typically don't go back far enough to be steady or they suffer from some source of bias in the temperature record and so that creates a problem for the airports and I'll talk about that but I'm limited to one station the best way to do this study would be to have a net. Stations across every city. We don't have that station and that creates a problem. Fabric itself. One hundred fifty kilometers of the urban population they have. But they're just not suggesting that area. So this is this is the airport station is just west of the airport and this is the case with all airports and other stations are trying to measure their monitors. And they are trying to get a sense of self. Challenge with this is not of course the best question to ask that are similar to cities they have lots of concrete. So many ways in terms of the cities but they're not located. They found right downtown. Pictures. From the. From the surrogate if we're going to have. This is about as good as you can do. Could have a station right downtown. Given that we don't have those measuring temperature as well. On average under estimating temperatures that we find downtown and that's because we don't have that effect. That's creating the trapping everything that we would find in an urban district. Very few true but we don't have the trap heat and actually look at the distribution of surface temperatures the central around the airport on average it's amazing the temperatures that we see this is what we found. As a temperature record. It's a conservative measure that would be higher than what we would see downtown questions about this. OK. So this next few maps and the results of the data that I gathered this is showing the trends again the station cities showing the urban temperatures the same we're looking at five decades of temperature change and on average across the great how much is temperature change. In this case the average across the urban per decade. Pattern to continue five decades change so on average since one nine hundred fifty. Airport. Weather stations have experienced an increase in temperature degree Celsius. And there's lots of distribution here in terms of in some cases most. Pittsburgh. Actually the trade we're seeing here is that there have been periods of this period of particularly Pittsburgh. On average recent decades fifty years the predominant trend. That's because we had exaggerated recently. That's driven by some sort of specific reasons for that not something that I'm interested in but it's enough to say that fifty cities. So that the urban trend similar weather station. They're experiencing a predominant factor here is the South actually experienced. During this period of time on average there was an increase in temperature. On the for. I don't combine the two we're looking at the Urban Heat. And that is the difference between the temperature trend in the first case we saw the average the average point one five point five. This is what the Urban Heat were subtracted to take to be represented. That's happened in the background. Tracking that for a fact. On average of five degree Celsius per decade. OK OK So let's talk about where some indications of this are important places that are necessarily places where usually stations faster than urban weather stations. So what this means is that the urban weather station is over time to start with has a lower temperature on average but the difference between the two which is the different temperature. Here. That's the case here the other way. Philadelphia Washington the urban stations faster than urban trend confusing. Trends here in terms of the South very consistently. Shrinking here for the most part but they're shrinking also is a question that I have an interest in this. I had some theories on why that very complex question in the case of the north. Is that rapidly during this period time most of the population in the southeast vapidly and trees and things are pretty clear and in the northeast. You might have been happening have a slowdown in economic development where the cities are actually generating constant and that is serving to slow down the rate of increase if the rate of increase in temperature in the urban areas has slowed down to start to catch up and it creates a trend. I don't know if it's the Beltway per se. I think in many cases you have. But it's really population growth and economic development growth and so we've expanded because we have lots of population growth and lots of it could be a range of factors but that could be one factor that's driving this and other possible reasons that we have the power plants that are found right downtown which we don't see as much in recently developed cities and so that's creating a high concentration of. There could be a lot of things that are driving this. It's not my central question is the average. The average the average trend is twenty and. Over time. So let's look at the result of how I want to translate this into actual different estimates based on different stations. OK. So my subset of stations in the same smaller number of stations within the US and what I would like to show is so. Stations across. So if one hundred point. So the difference here is. A subset of stations the last two percent. Read that sixty percent of it's more than half have a positive trend over time. That's a significant trend. To change as a whole. That we have this atmosphere of fact across the entire planet across the entire planet. That's what's happening in the background trend in cities we superimposed on the effect because of greenhouse gases with. That background. How much longer time period in the first half of the twentieth century in the second half of the century is the gallows the same temperature. Areas urban areas or sizes to. Probably the difference between. It's probably the size of the. Fact that they use a very different methodology that I did and then finally my study which is the only one which is a city area twenty five degrees a half per cent per century. That's how much doesn't sound like a lot. OK so these findings on average the decade. Never fear. This is this is just the. Thirty percent greater than that approximate taken to represent the background kind of planning for cities in which the effect intensified those red dots sixty one hundred fifty percent greater than that approximate rural areas as well. Missing areas developed by the government panel on climate change are based on background rates scenarios and they're projecting. Significantly underestimate the rate of time these observations. If we think about temperature change within the cities we should assume temperature of about five percent and then have on top of the fact which was found to be thirty percent greater only one hundred fifty percent greater depending on the class of sense. We're looking at. So let's think about this actually. Government twenty one hundred one point three percent. Expect for those studies on average to increase by degrees Fahrenheit by twenty one hundred. If you look at the subset of cities where there is growing over time two point five hundred fifty percent by two point five and we get twenty three new projections at temperatures which is the high end of the range increase in temperature is twenty three average temperatures today in the summer. The average high is so if we add twenty three degrees continue all the way out there. We're talking about average high temperatures a bad one hundred ten degrees and. That is higher projection conclude whether this will happen or not is hard to say back mechanisms that. Is that we will be increasing between one thousand five hundred two thousand are probably going to run faster than they have in the past. So this may underestimate the trend but if it estimates it correctly. This is a serious public health challenge. It's a serious planning challenge in cities that really isn't being contemplated. Today. So many cities can induce rainfall as we found recently very little science to support that rainfall event downwind of Atlanta. You have a lot of energy that's been put into the atmosphere and that is driving down really and we see that today. If we created rainfall over the actual urbanized district. We could study and so as he increased. I have a negative feedback that I don't know if that will happen but it could and it's worth mentioning. And then again we don't know how the weather phenomena play out. This is the tracking recently but there's this sense back that the atmosphere. Can track severe weather side but a lot of these questions are to that extent near that extent we've got a very serious public health problem in cities. A little bit and talk about what we should do about these problems within cities the emphasis has been in how we're going to reduce greenhouse gas emissions over time. And how to do that but it's very important to know today. Is going to have project for many years and that's because the atmospheric residence time of carbon dioxide carbon dioxide is very slow from the atmosphere for about fifty years you still have about fifty percent of what was there and a lot of the carbon dioxide a significant amount of carbon dioxide that was admitted to this fear is still driving this and other greenhouse gas emissions for quite a while. And so that means if you want to cities are places where people say ten to twenty years much for you but we also need to think about adapting to temperature. That are already underway right away to do that when we think about the threats of climate change some of the more exotic of facts attention and measuring this is happening now the extent to which nobody knows but there's a lot of focus on. Catastrophic exotic effects such as infectious disease significant. Attention to the effects of just increasing temperature where the implications of the increase in temperature temperature. In two thousand and three on the high end of the estimate estimate about fifty thousand people died twenty to twenty five thousand people died so far twenty five thousand people die within a few weeks from the heat from high temperatures Chicago preparation for a refrigerated truck outside the office to deal with the. Very difficult situation to deal with the effects of heat. Particularly when you have brownouts with loss of power energy gets hot outside. And that's when the system is strained. So we need to start thinking that for heat. Rather than hurricanes per person here in this period of time you add all these up on average the people who die every year from heat waves on average there. For sure. I think about temperature and air quality the range of effects and the range of public health issues associated with temperature we know temperature is very closely correlated with information and so I think it's hotter. We can expect to have small base in places like Atlanta is quite likely climate change impacts in infrastructure transportation and this is a report that just recently came out from the translation research minority trying to get a sense of right are the types of impacts we should plan for I'm tired of thermal expansion of bridges pavement integrity when you get above ninety degrees one hundred ten degrees. You start to see rails streets are a little broccoli and this is happening today in terms of two thousand and three. Well systems shut down because of the tracks where it got too hot or literally two thousand six hundred exceptionally explode in the roadway. That's a significant structure impact asphalt melting in cities where do you do you get to work when the road melts buckles the range of impacts from temperature so if any of routine temperatures over one hundred seven days in Atlanta. A routine temperatures of one hundred ten degrees in the summer. We're going to see lots and lots of infrastructure impacts the planners certainly need to be concerned about everybody and think about where this is going to cost to deal with this where the range of impacts. Other infrastructure are very energy to offset our dependence on oil and other sources of fossil fuel when it gets hot and stagnant when they'll stop growing so energy it may not be there for you when it's hottest to take that into account terms of planning for energy. Consumption. Now this is quite significantly temperatures ten percent increase in usage. Just because it's hot water for the existing uses when temperature goes up packs. So what do we do about this fact in terms of missions. That would allow us to. Period of time around the country. Seventy dollars per tree. But a lot of it is driven by the city. This is a very cost effective strategy seventy million dollars potential reduction in air pollution. This is one of the very short period of time. Service reflectivity increasing this is a period of twenty years. Place in our streets materials surface. Increase in the reflectivity. How effective might this be. This is a study that was conducted by folks at the Lawrence Berkeley. Case in Los Angeles temperatures by about one and have to agree Celsius highly reflective materials another three degree reduction. Three degrees is within the range of projections for a fact and so you could significantly if this is accurate. You can significantly strategies. Because you've said this is going to impact the planet. It's going to reduce the use of energy. It's going to depend on where you are in the country but if you're in that part of the country where Los Angeles. If you can reduce greenhouse gas emissions for sure. May not be the case in point which is depends on where you want to question the questions. To begin with a little bit but what's most important here is that they are providing actually coming into the trade in five years. I don't know but the other question. OK so then also energy conservation. Classics showing the relationship between energy transportation. Energy consumption things like areas people drive they can take. It's fairly well established. Down to a smaller degree temperatures. We're talking about retrofitting strategies you can plant trees higher reflective surface treatments in the population over the next sixty years fashion if you want to surf the surface temperature district for a long time. Temperatures but we have to remember here and that's essentially what this study is trying to tease out. We can pretty well compress population growth into a higher. Higher temperatures there are radical energy to be atmosphere and so in this case. Now we're asking a simple question how much additional natural two different models of development want to hire the architecture and design. The results of the study suggests that as size increases. The production tends to increase as well and that's counterintuitive in some cases when we first think about it a lot for example for a single family residence. Driveway driveway so we have an increase in temperature. We also have a large area in this pattern here is increasing. Obviously it's a lot size increases areas increasing which unique about this dataset which may be somewhat unique to Atlanta but probably not that unique is that. We have displaced a lot of areas with lawn area. So we have the experience of resident are in town neighborhoods and that is coming at the cost but used to be there when we cut down trees and establish a lawn we actually increase the tree from the property a lot better than driveways better than street rooftops but the trees in this process the flux of energy to the areas with area. So if we look at your typical higher density urban suburban we see production on the suburban line. So it's found to have a positive association and have a negative association found to have the greatest effect on partial variables here in this model that we don't need to go into is that the most significant variable discover. Approach as we develop is to actually develop any higher because it's been official to us results of the study twenty five percent reduction in the area. For the average person proportion was found to reduce emissions by about thirteen percent. Twenty five percent reduction in the area and previous cover was trying to reduce emissions by sixty percent. If we combined those to reduce emissions by about twenty eight percent. In the combination with an increase from thirty five to sixty percent missions by forty percent. And so by changing our zoning regulations our subdivision regulations to restructure the design of the house itself. If we just reduced the size in reconfigure things we could reduce emissions substantially said the mission of regulations could actually cover and this was a quality issue but this is a study based on Nansen Wisconsin which is looking at exactly you could do in terms of changing the configuration of the frontage of the setback. We have is that required this house to be set back a minimum distance from the street. And as we push the house further back. The driveway the longer. This increases the absorption of feet and development regulations are zoning codes without any change to the house could significantly impact on the environment to improve these problems. Than half of the built environment rather than half of the built environment in two thousand and five did not exist in two thousand and twenty five. I'm sorry this is. Again the half of the built environment we see in twenty twenty five percent of the footprint of cities over the next twenty five years and that's an impressive statistic and that a tremendous opportunity to think about how much we're developing the kind of materials were we thinking about thinking about this is a huge huge challenge for us that's happening during our history. The global climate change is driven by the atmospheric. The surface mechanisms they are related but we have. That's happening across the planet as a whole. Study of cities between one hundred fifty and two thousand times the average rate of one point three times greater than the background planetary rate for a subset of cities including growing over time but amplification raised two point five times and that's a significant warming which could be very significant temperatures. So you can offset the rate of warming over the. Natural tree canopy in the case of Atlanta and Hansen of surface reflectivity through a resurfacing and a reduction in energy consumption in preservation of existing green space. So the higher density of development strategies is all about that last point presume. Existing green space at the poor free of the urban area. That is my last slide and I'm happy to take questions you might have about that. I know it's a lot but I'm just trying to give you a bit of a window on how the field of urban planning can think about climate change how climate change to cities and what we might do. For work and this is this is based on a paper that was published and if you want a copy of that paper and direction to the website I do have an e-mail on here. Otherwise. Thank you for coming for shit.