1 00:00:00,000 --> 00:00:05,000 So my name is Penny Chisholm and I am a professor in the Department of 2 00:00:05,000 --> 00:00:10,000 Civil and Environmental Engineering with a joint appointment in biology 3 00:00:10,000 --> 00:00:16,000 and I'm a microbial ecologist. I'm an ecologist by training and I 4 00:00:16,000 --> 00:00:21,000 work on microbes in the oceans, photosynthetic plants in the oceans. 5 00:00:21,000 --> 00:00:27,000 They're called phytoplankton. That's the research 6 00:00:27,000 --> 00:00:32,000 that my lab does. Whenever I'm using examples in here, 7 00:00:32,000 --> 00:00:36,000 a lot of times I'll be using examples of microbes and of plants 8 00:00:36,000 --> 00:00:41,000 in the oceans. I know most people know a lot more 9 00:00:41,000 --> 00:00:46,000 about trees than they know about things that photosynthesize in the 10 00:00:46,000 --> 00:00:50,000 oceans. And I'll convince you that you should be as bonded to 11 00:00:50,000 --> 00:00:55,000 phytoplankton as you are to trees in terms of recognizing your dependency 12 00:00:55,000 --> 00:01:00,000 on them. So that's just a little bit about my background. 13 00:01:00,000 --> 00:01:06,000 Now, let me find out a little bit about you. Is there anyone in here 14 00:01:06,000 --> 00:01:12,000 who has taken the ecology class 7. 3 or 1.018 that I used to teach but 15 00:01:12,000 --> 00:01:18,000 haven't taught for the last two years? No. Well, 16 00:01:18,000 --> 00:01:24,000 that's good because there's some redundancy. And are there any 17 00:01:24,000 --> 00:01:30,000 Terrascope students or alums in here? OK. Just curious. 18 00:01:30,000 --> 00:01:34,000 So let me tell you just briefly about my hopes for our interactions 19 00:01:34,000 --> 00:01:39,000 in this class, and I stress the term interaction. 20 00:01:39,000 --> 00:01:44,000 I don't want to stand up here talking at you. 21 00:01:44,000 --> 00:01:49,000 I really hope that you will ask questions and interact with me. 22 00:01:49,000 --> 00:01:53,000 It makes it much more interesting for us up here if people are asking 23 00:01:53,000 --> 00:01:58,000 questions and challenging. I expect you to challenge what I 24 00:01:58,000 --> 00:02:03,000 say. The field of ecology is very broad. 25 00:02:03,000 --> 00:02:08,000 It uses knowledge from physics, from chemistry, 26 00:02:08,000 --> 00:02:13,000 from geology, all these diverse fields, and biology of course. 27 00:02:13,000 --> 00:02:18,000 And so some of the things I'm going to talk about, 28 00:02:18,000 --> 00:02:23,000 I know there are students here who know more about it than I do because 29 00:02:23,000 --> 00:02:29,000 I think you all are majoring in very diverse majors at MIT. 30 00:02:29,000 --> 00:02:34,000 So I expect that if I'm saying something wrong that you challenge 31 00:02:34,000 --> 00:02:39,000 me because we're all in this together. The goal is to learn, 32 00:02:39,000 --> 00:02:45,000 not necessarily to be right all the time. OK. So what I'm going to do 33 00:02:45,000 --> 00:02:50,000 today is really to give you a broad overview of the field of ecology. 34 00:02:50,000 --> 00:02:55,000 And the things that I'll talk about are things that we're going to go 35 00:02:55,000 --> 00:03:01,000 into in depth in the next series of whatever lectures I have, 36 00:03:01,000 --> 00:03:06,000 ten or eleven. So most of this you don't need to 37 00:03:06,000 --> 00:03:12,000 take any detailed notes on or whatever. This is just to forecast 38 00:03:12,000 --> 00:03:18,000 what's to come. At the end I'll tell you what the 39 00:03:18,000 --> 00:03:23,000 important points are. So what is ecology? It's a very 40 00:03:23,000 --> 00:03:29,000 broad field and it's basically the study of the interaction between 41 00:03:29,000 --> 00:03:31,000 organisms and their environment. Or the study of what regulated the mediates the transformation of energy and mass on earth. So in this class I'm going to be talking about all levels of 42 00:03:31,000 --> 00:03:31,000 distribution and abundance of organisms. And what we're going to do is talk about the subdivisions of ecology and look at the 43 00:03:30,000 --> 00:03:30,000 characteristics of ecological systems, define some general characteristics and then we'll begin to talk about ways that life 44 00:03:39,000 --> 00:03:49,000 organization of living systems from the biochemical level, 45 00:03:49,000 --> 00:03:59,000 the gene level to the entire biosphere, no small challenge. 46 00:03:59,000 --> 00:04:10,000 So the discipline of ecology, I'm going to move this down a little bit, 47 00:04:10,000 --> 00:04:20,000 is only about a hundred years old. It's a relatively new discipline 48 00:04:20,000 --> 00:04:31,000 but it's a strict natural science. Ecology is not environmentalism. 49 00:04:31,000 --> 00:04:35,000 Ecology is not recycling. Ecology is a branch of the 50 00:04:35,000 --> 00:04:39,000 biological sciences. And it uses the Scientific Method 51 00:04:39,000 --> 00:04:43,000 which I know you're all familiar with. 52 00:04:43,000 --> 00:04:51,000 But let's just review how ecologists 53 00:04:51,000 --> 00:05:01,000 learn about how systems work. And it starts with observation. 54 00:05:01,000 --> 00:05:07,000 Sometimes called descriptive. You go out and you describe what 55 00:05:07,000 --> 00:05:13,000 you see in nature. So description. And from that you 56 00:05:13,000 --> 00:05:19,000 form a hypothesis about the things that are structuring that system. 57 00:05:19,000 --> 00:05:25,000 And then you actually do experiments. And this is something 58 00:05:25,000 --> 00:05:31,000 that a lot of people don't realize. We can do experiments with 59 00:05:31,000 --> 00:05:35,000 ecological systems, be they microsystems, 60 00:05:35,000 --> 00:05:39,000 or some of the things we'll talk about in this class are experiments 61 00:05:39,000 --> 00:05:43,000 with whole ecosystems. For example, they'll clear-cut an 62 00:05:43,000 --> 00:05:47,000 entire forest watershed and compare then the behavior of the elements 63 00:05:47,000 --> 00:05:51,000 cycling in that watershed with a control watershed where you don't 64 00:05:51,000 --> 00:05:55,000 clear-cut the trees. So it's a basic experiment, 65 00:05:55,000 --> 00:05:59,000 just like you would do in test tubes. And there are numerous other 66 00:05:59,000 --> 00:06:03,000 examples about manipulating whole ecosystems, fertilizing 67 00:06:03,000 --> 00:06:07,000 whole lakes. Obviously, it's more difficult 68 00:06:07,000 --> 00:06:11,000 because you have to get permission to do these kinds of things and have 69 00:06:11,000 --> 00:06:15,000 hundreds of replicates of these experiments, but it is a way of 70 00:06:15,000 --> 00:06:20,000 understanding the systems. And then from the experimental 71 00:06:20,000 --> 00:06:24,000 results you test the hypothesis and then you develop models of how the 72 00:06:24,000 --> 00:06:28,000 system works. And then you revise your description based 73 00:06:28,000 --> 00:06:33,000 on the models. And then you keep going through that 74 00:06:33,000 --> 00:06:38,000 cycle. Ecology. At many universities you can get a 75 00:06:38,000 --> 00:06:44,000 PhD in ecology. They have whole departments of 76 00:06:44,000 --> 00:06:49,000 ecology. We at MIT don't. We have very few people even who 77 00:06:49,000 --> 00:06:54,000 are ecologists, but it is a field and you can go 78 00:06:54,000 --> 00:07:02,000 onto get a PhD. OK. So what are the subdisciplines of 79 00:07:02,000 --> 00:07:13,000 ecology? And it has to do with the hierarchical organization of living 80 00:07:13,000 --> 00:07:24,000 systems. Let me go onto my first slide here. And I have 81 00:07:24,000 --> 00:07:32,000 a pointer. Oh, well. I have to stand back. 82 00:07:32,000 --> 00:07:36,000 So when we think of living systems you can start with the atom. 83 00:07:36,000 --> 00:07:40,000 And together they come together and make up molecules, 84 00:07:40,000 --> 00:07:45,000 come together and make up the cell. And then the cells come together 85 00:07:45,000 --> 00:07:49,000 and make up tissues and organs, and then eventually you have an 86 00:07:49,000 --> 00:07:53,000 organism. Although, you can have unicellular organisms. 87 00:07:53,000 --> 00:07:58,000 Here's an organism. And then a group of organisms 88 00:07:58,000 --> 00:08:02,000 belonging to the same species is called a population in ecology. 89 00:08:02,000 --> 00:08:06,000 And there's a whole field called population ecology. 90 00:08:06,000 --> 00:08:11,000 We'll have a few lectures on that where you study what regulates the 91 00:08:11,000 --> 00:08:15,000 growth and the life cycles of a particular species of organism. 92 00:08:15,000 --> 00:08:20,000 And then a collection of populations is called a community. 93 00:08:20,000 --> 00:08:24,000 And there's a whole field called community ecology. 94 00:08:24,000 --> 00:08:29,000 And then a collection of communities. 95 00:08:29,000 --> 00:08:34,000 This is a coral reef. Can you guys see these slides in 96 00:08:34,000 --> 00:08:40,000 the back or is there too much light? Is it OK? OK. Good. So this 97 00:08:40,000 --> 00:08:45,000 would be a coral reef ecosystem. And then all of the ecosystems 98 00:08:45,000 --> 00:08:51,000 collectively on earth constitute the biosphere. So ecologists study 99 00:08:51,000 --> 00:08:57,000 these systems at different levels of organization depending on what 100 00:08:57,000 --> 00:09:02,000 questions they're interested in. But of course this is a gross 101 00:09:02,000 --> 00:09:07,000 oversimplification of what we know about living systems. 102 00:09:07,000 --> 00:09:11,000 For example, an organism. I mean is an organism really an 103 00:09:11,000 --> 00:09:16,000 organism? Think of yourself, for example. Are you only one 104 00:09:16,000 --> 00:09:24,000 species? 105 00:09:24,000 --> 00:09:28,000 You're a human, yes. But there are parts of you 106 00:09:28,000 --> 00:09:32,000 that aren't human, right? What's in your gut? 107 00:09:32,000 --> 00:09:37,000 E. coli. There are more bacteria in your gut than there are human 108 00:09:37,000 --> 00:09:42,000 cells in your body. And without those bacteria you'd be 109 00:09:42,000 --> 00:09:47,000 in [trouble?]. Also your skin is an ecosystem. 110 00:09:47,000 --> 00:09:52,000 It's teaming with mites and little creatures that if you looked under 111 00:09:52,000 --> 00:09:57,000 the microscope you'd be appalled. All of your pours have tiny little 112 00:09:57,000 --> 00:10:03,000 ecosystems in them. And most of these are doing their 113 00:10:03,000 --> 00:10:09,000 job. You're their habitat. And they're helping you be a living 114 00:10:09,000 --> 00:10:15,000 being. So you yourself are an ecosystem. So it's really difficult 115 00:10:15,000 --> 00:10:21,000 to talk about these in a very clean way. I mean you cannot really study 116 00:10:21,000 --> 00:10:27,000 an organism all by itself because each organism is in itself an 117 00:10:27,000 --> 00:10:32,000 ecosystem or a community. Maybe not an ecosystem but a 118 00:10:32,000 --> 00:10:38,000 community of organisms. But this is the way we have come to 119 00:10:38,000 --> 00:10:44,000 divide up the living world at different levels of organization. 120 00:10:44,000 --> 00:10:50,000 And we will talk about all of these in this class. 121 00:10:50,000 --> 00:10:56,000 So ecology really has two broad branches. And that's how my series 122 00:10:56,000 --> 00:11:02,000 of lectures are divided up. One is called biogeochemistry. 123 00:11:02,000 --> 00:11:13,000 And in this branch is the study of 124 00:11:13,000 --> 00:11:25,000 how organisms mediate the transformation of energy and matter 125 00:11:25,000 --> 00:11:33,000 in the biosphere. And this is essentially talking 126 00:11:33,000 --> 00:11:38,000 about the metabolism of ecosystems. In some ways we will talk about, 127 00:11:38,000 --> 00:11:43,000 you've been learning all about the biochemistry of cells and how cells 128 00:11:43,000 --> 00:11:48,000 work and how they process energy, etc. The sum of all of that 129 00:11:48,000 --> 00:11:53,000 biochemistry in cells results in these biogeochemical cycles, 130 00:11:53,000 --> 00:11:59,000 the interactions between these organisms and their environment. 131 00:11:59,000 --> 00:12:07,000 When we talk about the metabolism of 132 00:12:07,000 --> 00:12:12,000 the biosphere you almost can think of yourself as being inside of a 133 00:12:12,000 --> 00:12:17,000 cell looking at the biochemistry of the whole cell from the inside. 134 00:12:17,000 --> 00:12:22,000 It's all a matter of scaling. And we'll see that. 135 00:12:22,000 --> 00:12:27,000 You've learned about photosynthesis and respiration, right? 136 00:12:27,000 --> 00:12:33,000 Have they? Yes. Well, you'll see that those 137 00:12:33,000 --> 00:12:39,000 processes that you've learned about that are subcellular collectively 138 00:12:39,000 --> 00:12:45,000 also have a metabolism for the biosphere. OK. 139 00:12:45,000 --> 00:12:51,000 The second, and this will be my second set of lectures, 140 00:12:51,000 --> 00:13:00,000 is population and community ecology. 141 00:13:00,000 --> 00:13:08,000 And here we talk about organisms. Not just the biochemistry, their 142 00:13:08,000 --> 00:13:17,000 collective biochemistry, but this is the study of the 143 00:13:17,000 --> 00:13:25,000 processes that regulate the distribution and abundance 144 00:13:25,000 --> 00:13:33,000 of organisms. What determines the rates of 145 00:13:33,000 --> 00:13:40,000 population growth of a particular population? What determines the 146 00:13:40,000 --> 00:13:47,000 distribution of different species over the landscape in a particular 147 00:13:47,000 --> 00:13:54,000 habitat? This part of ecology we often talk about as being the 148 00:13:54,000 --> 00:14:02,000 function of ecosystems, and this the structure. 149 00:14:02,000 --> 00:14:06,000 And the really important thing to remember is that these two are very 150 00:14:06,000 --> 00:14:11,000 much obviously dependent on one another. If you change the 151 00:14:11,000 --> 00:14:15,000 structure of an ecosystem, if you cut down all the trees you 152 00:14:15,000 --> 00:14:20,000 will change the function of the ecosystem, there will be no 153 00:14:20,000 --> 00:14:24,000 photosynthesis. OK? So this is a really important 154 00:14:24,000 --> 00:14:29,000 point that these two are related. And we'll talk about that a lot in 155 00:14:29,000 --> 00:14:34,000 more detail when we go forward here. 156 00:14:34,000 --> 00:14:40,000 If we can turn the lights off I'll show you one of my favorite, 157 00:14:40,000 --> 00:14:47,000 favorite, favorite slides, if it works. Ah, yes. 158 00:14:47,000 --> 00:14:53,000 This is to give you a feeling for the earth as a living organism, 159 00:14:53,000 --> 00:15:00,000 in a sense. This is the biosphere. This is obviously a NASA image 160 00:15:00,000 --> 00:15:07,000 showing the green is the plants on earth and this is the dessert. 161 00:15:07,000 --> 00:15:11,000 The green in the ocean is the phytoplankton. 162 00:15:11,000 --> 00:15:16,000 And so where there's lots of green there's more phytoplankton. 163 00:15:16,000 --> 00:15:20,000 Where there's red there's even more. And now we're zooming into the 164 00:15:20,000 --> 00:15:25,000 Equatorial Pacific. Here's a big bloom of phytoplankton. 165 00:15:25,000 --> 00:15:30,000 And this is about three seasons in the life of the earth. OK? 166 00:15:30,000 --> 00:15:34,000 But it shows you how dynamic the surface film of the earth is that we 167 00:15:34,000 --> 00:15:39,000 consider the biosphere. And all of this life and all of its 168 00:15:39,000 --> 00:15:43,000 cycling and dynamics influences the composition of our atmosphere and of 169 00:15:43,000 --> 00:15:48,000 our oceans, all of the nonliving components of the earth. 170 00:15:48,000 --> 00:15:52,000 And really at the biosphere level what ecology is, 171 00:15:52,000 --> 00:15:57,000 is understanding the interaction between the living processes and the 172 00:15:57,000 --> 00:16:01,000 nonliving processes in the earth and how they coevolved to shape 173 00:16:01,000 --> 00:16:06,000 this living planet. If you were somebody out on mars and 174 00:16:06,000 --> 00:16:10,000 you saw that, if you could see that from mars, but you probably could if 175 00:16:10,000 --> 00:16:14,000 you were living on mars because you'd be a different species and you 176 00:16:14,000 --> 00:16:18,000 could do all kinds of things, but you would really get a feeling 177 00:16:18,000 --> 00:16:22,000 for this planet is alive, just seeing those dynamics. 178 00:16:22,000 --> 00:16:26,000 And it is. And we don't know if we're the only ones but it's 179 00:16:26,000 --> 00:16:31,000 certainly worth understanding how the whole thing works. 180 00:16:31,000 --> 00:16:38,000 So that's the goal which is rather intimidating but very exciting. 181 00:16:38,000 --> 00:16:46,000 OK. And very important concept in ecology is a concept of 182 00:16:46,000 --> 00:17:03,000 emergent properties. 183 00:17:03,000 --> 00:17:08,000 And the idea is that at each level of organization that we talked about 184 00:17:08,000 --> 00:17:13,000 here, well, if I cannot go back, I cannot go back. Oh, there we go. 185 00:17:13,000 --> 00:17:18,000 At each level of organization of the system that we talk about there 186 00:17:18,000 --> 00:17:23,000 has properties that only exist at that level or organization. 187 00:17:23,000 --> 00:17:28,000 So if you want to understand population ecology or community 188 00:17:28,000 --> 00:17:33,000 ecology you cannot study cellular ecology and just scale up. 189 00:17:33,000 --> 00:17:37,000 Now, this runs up against a lot of MIT reductionist philosophy, 190 00:17:37,000 --> 00:17:42,000 right? I mean what we're all about here is taking things apart down to 191 00:17:42,000 --> 00:17:47,000 their component parts and understanding them and then building 192 00:17:47,000 --> 00:17:52,000 our knowledge from there. But this whole field of complexity 193 00:17:52,000 --> 00:17:57,000 theory that has emerged with a force, say in the last ten years, 194 00:17:57,000 --> 00:18:02,000 is showing us that that's too oversimplified and that systems, 195 00:18:02,000 --> 00:18:07,000 at different levels of organizations, have their own properties. 196 00:18:07,000 --> 00:18:11,000 So if you want to understand how the earth works you've got to understand 197 00:18:11,000 --> 00:18:16,000 the earth. You cannot just understand how all the atoms are 198 00:18:16,000 --> 00:18:20,000 working. They're coming together to make the organisms. 199 00:18:20,000 --> 00:18:25,000 And this is fundamentally because of feedbacks in the system. 200 00:18:25,000 --> 00:18:30,000 So let me give you an example. OK. 201 00:18:30,000 --> 00:18:36,000 The brain, and this isn't ecology but it's an example you can relate 202 00:18:36,000 --> 00:18:42,000 to, has ten to the twelfth cells with ten to the fourteenth 203 00:18:42,000 --> 00:18:49,000 connections. And the emergent property is your behavior, 204 00:18:49,000 --> 00:18:55,000 right? Those cells are connected in a certain way which results in the 205 00:18:55,000 --> 00:19:02,000 way that you think and feel, your emotions, your behavior, etc. 206 00:19:02,000 --> 00:19:08,000 And in brain research we now have learned that the way these cells are 207 00:19:08,000 --> 00:19:14,000 connected is influenced by the learning environment for young 208 00:19:14,000 --> 00:19:20,000 children. How the brain is stimulated influences how these are 209 00:19:20,000 --> 00:19:26,000 connected. So there's a feedback between the environment experienced 210 00:19:26,000 --> 00:19:33,000 by a child and how these connections are made. 211 00:19:33,000 --> 00:19:38,000 Similarly in ecology systems and throughout evolution there's a 212 00:19:38,000 --> 00:19:43,000 feedback. You have a bunch of cells doing a certain kind of metabolism 213 00:19:43,000 --> 00:19:48,000 which changes the atmosphere of the planet. And then that atmosphere 214 00:19:48,000 --> 00:19:54,000 selects for certain types of cells that weren't there before. 215 00:19:54,000 --> 00:19:59,000 So there's a constant feedback between the emergent property 216 00:19:59,000 --> 00:20:05,000 feeding back on the system level below and changing it. 217 00:20:05,000 --> 00:20:10,000 And that's really the characteristics of a complex system. 218 00:20:10,000 --> 00:20:16,000 And we'll talk about, in a minute, some major examples of that. 219 00:20:16,000 --> 00:20:21,000 One that I always like to think about and throw out is that if you 220 00:20:21,000 --> 00:20:27,000 knew everything, did any of you had an ant colony 221 00:20:27,000 --> 00:20:32,000 when you were a kid? Ah, you're deprived. 222 00:20:32,000 --> 00:20:37,000 Oh, yes. OK. You get the sand and the two pieces of glass and you put 223 00:20:37,000 --> 00:20:43,000 some ants in and they make all these tunnels and everything. 224 00:20:43,000 --> 00:20:48,000 So if you knew everything about ants and ant behavior and sand and 225 00:20:48,000 --> 00:20:53,000 the mechanics of sand could you ever predict the pattern of those tunnels 226 00:20:53,000 --> 00:20:59,000 that they're going to build? Actually, most of the classes I 227 00:20:59,000 --> 00:21:04,000 talk to say yeah. If I knew all that I could predict 228 00:21:04,000 --> 00:21:08,000 it. But think about it. OK. Because I don't think you 229 00:21:08,000 --> 00:21:12,000 could. And this whole field of complexity theory is really 230 00:21:12,000 --> 00:21:16,000 exploding now. In fact, Northwestern University, 231 00:21:16,000 --> 00:21:21,000 I just noticed on the Web, has just formed an entire school of 232 00:21:21,000 --> 00:21:25,000 complexity that has people from all different fields under one roof, 233 00:21:25,000 --> 00:21:29,000 social sciences all the way to physics under one room studying 234 00:21:29,000 --> 00:21:34,000 this phenomenon. And ecology is complexity at its 235 00:21:34,000 --> 00:21:40,000 best. OK. So one other thing, before we move on, is that I said 236 00:21:40,000 --> 00:21:45,000 ecology is not environmentalism, but it's a fundamental science. But 237 00:21:45,000 --> 00:21:51,000 the knowledge that is gained from the study of ecological systems and 238 00:21:51,000 --> 00:21:56,000 the principles of ecology, that knowledge is used in a field 239 00:21:56,000 --> 00:22:02,000 that is growing now called applied ecology. 240 00:22:02,000 --> 00:22:07,000 And that's where you use ecological knowledge to influence human 241 00:22:07,000 --> 00:22:13,000 activities on earth. And, for example, you'd use 242 00:22:13,000 --> 00:22:18,000 ecological knowledge to understand how much of the earth's forests can 243 00:22:18,000 --> 00:22:24,000 we cut down before the system won't sustain us, that you won't have 244 00:22:24,000 --> 00:22:29,000 enough photosynthesis to maintain the oxygen levels in the atmosphere 245 00:22:29,000 --> 00:22:35,000 or draw down enough CO2 so that we don't all boil up. 246 00:22:35,000 --> 00:22:40,000 We'll talk about that. If you want to protect a particular 247 00:22:40,000 --> 00:22:45,000 species, how large of an area do you have to set aside as a reserve? 248 00:22:45,000 --> 00:22:51,000 In order to know that you have to do fundamental studies of the 249 00:22:51,000 --> 00:22:56,000 ecology of that species. Basically, how far can we, 250 00:22:56,000 --> 00:23:02,000 as humans, push these systems from their ìnatural stateî until they 251 00:23:02,000 --> 00:23:07,000 won't function for us anymore? Because we rely on natural systems 252 00:23:07,000 --> 00:23:12,000 for food, fiber and clean water and the composition of our air. 253 00:23:12,000 --> 00:23:17,000 But another point here, I just said how far from the natural state can 254 00:23:17,000 --> 00:23:21,000 we push them, another big important point, as we talk about ecological 255 00:23:21,000 --> 00:23:26,000 systems, is there is no original state of nature. There 256 00:23:26,000 --> 00:23:31,000 is no baseline. Nature is ever-changing. 257 00:23:31,000 --> 00:23:37,000 Nature is evolving. And we'll talk about how much the earth has evolved 258 00:23:37,000 --> 00:23:42,000 since the formation of the earth. So it's important to keep in mind 259 00:23:42,000 --> 00:23:48,000 that what humans are doing now, as we try to have conservation 260 00:23:48,000 --> 00:23:53,000 programs and worry about global warming and the extinction of 261 00:23:53,000 --> 00:23:59,000 species, is that we're trying to keep the earth the way we think we 262 00:23:59,000 --> 00:24:04,000 want it right now. I mean the way we think it was 263 00:24:04,000 --> 00:24:09,000 before the Industrial Revolution, before the massive flux of energy 264 00:24:09,000 --> 00:24:13,000 into the system has allowed us to completely change the biosphere. 265 00:24:13,000 --> 00:24:18,000 And that's a really important thing because the earth ìhas a mindî of 266 00:24:18,000 --> 00:24:23,000 its own. And we know that, it doesn't have a mind, it has a 267 00:24:23,000 --> 00:24:27,000 behavior of its own. And we know that there were massive 268 00:24:27,000 --> 00:24:32,000 climate changes in the past and there will be massive climate 269 00:24:32,000 --> 00:24:37,000 changes in the future. And asteroid might hit us. 270 00:24:37,000 --> 00:24:41,000 And who knows all of these things? It's going to change. So our 271 00:24:41,000 --> 00:24:46,000 challenge is understanding the degree to which we want to try to 272 00:24:46,000 --> 00:24:50,000 control that natural change and try to not impose rapid change in the 273 00:24:50,000 --> 00:24:55,000 rates of things that are already going on. So it's a very tricky 274 00:24:55,000 --> 00:24:59,000 problem, and you guys are the ones that are going to inherit 275 00:24:59,000 --> 00:25:05,000 it big time. You're going to be in charge of this 276 00:25:05,000 --> 00:25:13,000 biosphere and you're going to have to figure out how to manage it, 277 00:25:13,000 --> 00:25:20,000 because, like it or not, we are influencing it to such a degree that 278 00:25:20,000 --> 00:25:27,000 we have to manage it. OK. So another important concept 279 00:25:27,000 --> 00:25:35,000 is that, and I've already alluded to this, the organism environment 280 00:25:35,000 --> 00:25:42,000 interaction is two-way. 281 00:25:42,000 --> 00:25:46,000 I mean we're all used to thinking about the ìsurvival of the fittestî, 282 00:25:46,000 --> 00:25:50,000 right? That you have this environment out there and you have 283 00:25:50,000 --> 00:25:54,000 organisms, and the organism that's more fit, has most adapted to that 284 00:25:54,000 --> 00:25:58,000 environment will survive and reproduce and that's how 285 00:25:58,000 --> 00:26:02,000 evolution works. Well, it's more than that. 286 00:26:02,000 --> 00:26:07,000 The important thing is that not only do organisms adapt to the 287 00:26:07,000 --> 00:26:12,000 environment but they actually change the environment. 288 00:26:12,000 --> 00:26:16,000 They co-evolve with the environment. And so life in the non-living 289 00:26:16,000 --> 00:26:21,000 components of the earth are interacting very intimately and life 290 00:26:21,000 --> 00:26:26,000 has fundamentally shaped the nature of the non-living part 291 00:26:26,000 --> 00:26:33,000 of our planet. So an example of this that I draw 292 00:26:33,000 --> 00:26:41,000 from your textbook, just a very simple example, 293 00:26:41,000 --> 00:26:50,000 has to do with the influence of microbes on the succession of plants 294 00:26:50,000 --> 00:26:59,000 in a northern ecosystem. Succession is -- 295 00:26:59,000 --> 00:27:03,000 If you start with blank soil and you just let it sit, 296 00:27:03,000 --> 00:27:07,000 how will communities of organisms come in and colonize? 297 00:27:07,000 --> 00:27:11,000 You'll start out with very small plants and then larger plants and 298 00:27:11,000 --> 00:27:15,000 then bushes and then trees over time. So sometimes ecologists study this 299 00:27:15,000 --> 00:27:19,000 by clear-cutting an area and then following it over time. 300 00:27:19,000 --> 00:27:23,000 That takes years and years and years, much longer than the average 301 00:27:23,000 --> 00:27:27,000 scientist's lifespan. So another way to do this is 302 00:27:27,000 --> 00:27:32,000 substitute space for time. And that's what they've done here. 303 00:27:32,000 --> 00:27:38,000 This is a glacier that is receding in this direction. 304 00:27:38,000 --> 00:27:43,000 And so where it initially retreated soil was exposed and succession 305 00:27:43,000 --> 00:27:49,000 started. And then it retreats more. So this area is growing while this 306 00:27:49,000 --> 00:27:54,000 one is just getting exposed. So eventually, along this gradient, 307 00:27:54,000 --> 00:28:00,000 you have the youngest community up here and the oldest community 308 00:28:00,000 --> 00:28:06,000 down here. And so they were able to look at the 309 00:28:06,000 --> 00:28:12,000 effect of that succession of different species on the composition 310 00:28:12,000 --> 00:28:18,000 of the soil. And there's an important successional stage here. 311 00:28:18,000 --> 00:28:25,000 So here's the nitrogen content in the soil as a function of simulated 312 00:28:25,000 --> 00:28:31,000 time here and showing that it increases steadily as succession 313 00:28:31,000 --> 00:28:38,000 goes on up to a peak and then levels off. 314 00:28:38,000 --> 00:29:05,000 And that increase is largely due to the invasion of plants that can fix 315 00:29:05,000 --> 00:29:32,000 nitrogen. Alder trees are a specific species of trees that have 316 00:29:32,000 --> 00:29:59,000 in their roots symbiotic nitrogen-fixing bacteria. 317 00:29:59,000 --> 00:29:54,000 Have you talked about this at all, nitrogen-fixation? This is what 318 00:29:54,000 --> 00:29:50,000 Professor Walker actually works on his research in his laboratory. 319 00:29:50,000 --> 00:29:46,000 He's a world expert on the mechanism of this. 320 00:29:46,000 --> 00:29:41,000 But these nitrogen-fixing microbes are the only forms of life really 321 00:29:41,000 --> 00:29:37,000 that can take nitrogen gas from the atmosphere, N2, 322 00:29:37,000 --> 00:29:33,000 and using this nitrogenase enzyme convert it to pneumonia which is 323 00:29:33,000 --> 00:29:29,000 what they need to make proteins, etc. and only through these microbes can we get that into the soil so that 324 00:29:29,000 --> 00:29:33,000 So there's this huge reservoir of nitrogen gas in the atmosphere, 325 00:29:38,000 --> 00:29:43,000 other organisms can use it. So here's a process at the 326 00:29:43,000 --> 00:29:48,000 molecular level where the biochemistry that you're learning in 327 00:29:48,000 --> 00:29:52,000 the rest of this class scaled up actually completely influences the 328 00:29:52,000 --> 00:29:57,000 species that inhabit this ecosystem by increasing the nitrogen 329 00:29:57,000 --> 00:30:02,000 in the soil. And just to show you how important 330 00:30:02,000 --> 00:30:06,000 these microbes are globally, this is the global nitrogen cycle. 331 00:30:06,000 --> 00:30:11,000 And don't worry about the details because we're going to talk about 332 00:30:11,000 --> 00:30:15,000 this in future lectures in big detail. So this is just to make the 333 00:30:15,000 --> 00:30:20,000 simple point that here's this biological nitrogen fixation on a 334 00:30:20,000 --> 00:30:24,000 global scale. We have to start talking about big units here, 335 00:30:24,000 --> 00:30:29,000 OK? This is gigatons of nitrogen. So I've converted it. 336 00:30:29,000 --> 00:30:34,000 A gigaton of nitrogen is equal in weight to a billion Volkswagens. 337 00:30:34,000 --> 00:30:40,000 So you have to think on an annual scale 140 billion Volkswagens worth 338 00:30:40,000 --> 00:30:46,000 of nitrogen is dragged out of the atmosphere and put into living 339 00:30:46,000 --> 00:30:52,000 organisms by the biochemical processes that you're learning about 340 00:30:52,000 --> 00:30:58,000 at the subcellular level. So massive quantities of stuff is 341 00:30:58,000 --> 00:31:04,000 flying around here that you cannot appreciate until you see it. 342 00:31:04,000 --> 00:31:09,000 Now, if there was no life on earth, that nitrogen cycle wouldn't be a 343 00:31:09,000 --> 00:31:15,000 cycle. None of these processes would work without the microbes. 344 00:31:15,000 --> 00:31:20,000 And we're going to talk about them in much more detail later. 345 00:31:20,000 --> 00:31:26,000 OK. The other really important cycle on earth is the carbon cycle. 346 00:31:26,000 --> 00:31:32,000 And so I've put this up here to very simply -- 347 00:31:32,000 --> 00:31:36,000 Now, you've talked about these reactions in the biochemical sense 348 00:31:36,000 --> 00:31:41,000 in great detail. This is what I call my 349 00:31:41,000 --> 00:31:45,000 impressionistic biochemistry, all right? The net reaction of 350 00:31:45,000 --> 00:31:50,000 photosynthesis is to take CO2 gas from the atmosphere using water, 351 00:31:50,000 --> 00:31:54,000 using solar energy and convert it to organic carbon. 352 00:31:54,000 --> 00:31:59,000 Think of this as glucose. Multiply that by six and you've got 353 00:31:59,000 --> 00:32:04,000 glucose organic carbon and oxygen is evolved. 354 00:32:04,000 --> 00:32:08,000 So this is what we call the ìmass from gas reactionî on a global scale. 355 00:32:08,000 --> 00:32:13,000 This is the foundation of all life on earth. Without it there would be 356 00:32:13,000 --> 00:32:17,000 no life. Life was created from this gigatons of CO2 in the atmosphere 357 00:32:17,000 --> 00:32:22,000 and the solar energy. And then the reverse, 358 00:32:22,000 --> 00:32:26,000 of course, is all of the animals and bacteria, all of the things that 359 00:32:26,000 --> 00:32:31,000 cannot photosynthesis use this organic carbon and use oxygen and 360 00:32:31,000 --> 00:32:35,000 burn it in respiration, that you've learned about, 361 00:32:35,000 --> 00:32:40,000 to make chemical energy [as heat? and cycling the gas back. 362 00:32:40,000 --> 00:32:45,000 Now, in order for this to run, I love that part. That took me 363 00:32:45,000 --> 00:32:51,000 about ten minutes to figure out. This is that all the other elements 364 00:32:51,000 --> 00:32:57,000 on earth need to cycle through. And it's microbes that do this 365 00:32:57,000 --> 00:33:02,000 cycling. And we're going to talk about that 366 00:33:02,000 --> 00:33:08,000 in the next lecture. Because the system would run down 367 00:33:08,000 --> 00:33:13,000 if the elements on earth weren't cycled by microbes through various 368 00:33:13,000 --> 00:33:19,000 redox states. So this is just a more detailed scaled down version of 369 00:33:19,000 --> 00:33:24,000 what you've already learned in class, photosynthesis, 370 00:33:24,000 --> 00:33:30,000 the Z scheme, making glucose from the Calvin Cycle. 371 00:33:30,000 --> 00:33:34,000 And then that glucose goes into the mitochondrion. 372 00:33:34,000 --> 00:33:39,000 And you have respiration and CO2 evolved. So this is the micro scale 373 00:33:39,000 --> 00:33:43,000 version of what I just showed you and this is the macro scale version 374 00:33:43,000 --> 00:33:48,000 of what I just showed you. This is the global carbon cycle. 375 00:33:48,000 --> 00:33:53,000 And you have a hundred gigatons of carbon coming into the system 376 00:33:53,000 --> 00:33:58,000 through photosynthesis and going out through respiration. 377 00:33:58,000 --> 00:34:03,000 So that's the collective photosynthesis and respiration 378 00:34:03,000 --> 00:34:09,000 metabolism of the earth. What I'm trying to have you get a 379 00:34:09,000 --> 00:34:14,000 feeling for here is that this whole phenomenon of scaling, 380 00:34:14,000 --> 00:34:20,000 that these processes occur at multiple scales from the subcellular 381 00:34:20,000 --> 00:34:25,000 to the biosphere level. And this is the flat earth version 382 00:34:25,000 --> 00:34:31,000 of the globe. In the northern hemisphere you can see winter. 383 00:34:31,000 --> 00:34:36,000 There's winter, no green. There's summer, 384 00:34:36,000 --> 00:34:41,000 everything green. Winter, no green. Summer, everything green. And now 385 00:34:41,000 --> 00:34:46,000 wait until you see this. This is cool. Because that pulsing 386 00:34:46,000 --> 00:34:51,000 you can actually see. This is the CO2 concentration in 387 00:34:51,000 --> 00:34:56,000 the atmosphere over a period of three years or so showing that when 388 00:34:56,000 --> 00:35:01,000 respiration is greater than photosynthesis in the northern 389 00:35:01,000 --> 00:35:06,000 hemisphere in the winter, CO2 in the atmosphere goes up. 390 00:35:06,000 --> 00:35:12,000 When photosynthesis greater respiration, CO2 goes down. 391 00:35:12,000 --> 00:35:18,000 So you can see the signature of the earth breathing in the CO2 392 00:35:18,000 --> 00:35:24,000 concentration in the atmosphere. Also you can see that this is 393 00:35:24,000 --> 00:35:30,000 increasing. And does anybody know why that is? 394 00:35:30,000 --> 00:35:35,000 Hello. Did somebody say something? Global warming, yeah. Greenhouse 395 00:35:35,000 --> 00:35:40,000 effect, yeah. But what's causing that? There you go, 396 00:35:40,000 --> 00:35:45,000 fossil fuel. Burning fossil fuel is causing an increasing trend in the 397 00:35:45,000 --> 00:35:50,000 CO2 concentration which is causing the greenhouse effect which is 398 00:35:50,000 --> 00:35:55,000 causing global warming. And we'll talk about that. 399 00:35:55,000 --> 00:36:00,000 This is an emergent property of the system, the CO2 concentration. 400 00:36:00,000 --> 00:36:05,000 Now, in the last slide I showed you these arrows were the same width. 401 00:36:05,000 --> 00:36:10,000 But life on earth was not always that way. Respiration didn't always 402 00:36:10,000 --> 00:36:16,000 balance photosynthesis. And this gets to my point about 403 00:36:16,000 --> 00:36:21,000 there's no original state of nature. In the early earth photosynthesis 404 00:36:21,000 --> 00:36:27,000 way outpaced the consumption of organic matter. So what 405 00:36:27,000 --> 00:36:33,000 would that result in? If this arrow is much more rapid 406 00:36:33,000 --> 00:36:39,000 than this arrow? Oxygen in the atmosphere increased, 407 00:36:39,000 --> 00:36:45,000 exactly. Now, if oxygen in the atmosphere increases, 408 00:36:45,000 --> 00:36:51,000 what happens? What else happens in order for that to happen? 409 00:36:51,000 --> 00:36:57,000 This increased, too, right? And, in fact, that is the 410 00:36:57,000 --> 00:37:02,000 deposition of fossil fuel. This is billions of years. 411 00:37:02,000 --> 00:37:06,000 Now we're going back to the formation of the earth 4. 412 00:37:06,000 --> 00:37:11,000 billion years ago, origin of life. Then we have the beginning of 413 00:37:11,000 --> 00:37:15,000 oxygenic photosynthesis here. And it's the phytoplankton in the 414 00:37:15,000 --> 00:37:20,000 oceans that started this. And so oxygen started to accumulate 415 00:37:20,000 --> 00:37:25,000 in the oceans but not in the atmosphere at first. 416 00:37:25,000 --> 00:37:29,000 So you have all this photosynthesis in the oceans which were a very 417 00:37:29,000 --> 00:37:34,000 reduced environment. So the minute the oxygen was evolved 418 00:37:34,000 --> 00:37:38,000 in photosynthesis it reacted with iron, all these reduced compounds, 419 00:37:38,000 --> 00:37:42,000 particularly iron, and made iron oxides. So it never made it to the 420 00:37:42,000 --> 00:37:46,000 atmosphere at first. So you had the deposition of these 421 00:37:46,000 --> 00:37:50,000 banded iron formations in the ancient marine environment. 422 00:37:50,000 --> 00:37:54,000 Then eventually all of that got oxidized and it escaped into the 423 00:37:54,000 --> 00:37:58,000 atmosphere and you started to have a buildup of oxygen in 424 00:37:58,000 --> 00:38:02,000 the atmosphere. And at the same time that was 425 00:38:02,000 --> 00:38:07,000 building up there was burial of this organic carbon because it wasn't be 426 00:38:07,000 --> 00:38:12,000 respired by the heterotrophic organisms. And that's the fossil 427 00:38:12,000 --> 00:38:17,000 fuel that was built up over all of these billions of years. 428 00:38:17,000 --> 00:38:22,000 Well, not billions. Yeah, billions of years. That we have now 429 00:38:22,000 --> 00:38:27,000 burned over a period of a hundred years releasing all that CO2 430 00:38:27,000 --> 00:38:32,000 into the atmosphere. So we're burning ancient 431 00:38:32,000 --> 00:38:36,000 photosynthate over a tiny little period in the earth's history and 432 00:38:36,000 --> 00:38:41,000 throwing it into the atmosphere. And the earth is saying I don't 433 00:38:41,000 --> 00:38:46,000 know how to handle this. So there's a big question of what 434 00:38:46,000 --> 00:38:50,000 the earth's system is going to do with all of that CO2 that we're 435 00:38:50,000 --> 00:38:55,000 putting up there. And this is all going to happen in 436 00:38:55,000 --> 00:39:01,000 like the next 50 years. And, as I always say in this class, 437 00:39:01,000 --> 00:39:07,000 I'll be dead but you won't when it really hits the fan unless we do 438 00:39:07,000 --> 00:39:13,000 something. So here are the banded iron formations. 439 00:39:13,000 --> 00:39:20,000 We can see the legacy of that history of the earth in today's rock 440 00:39:20,000 --> 00:39:26,000 formations, banded iron formations of marine origin and terrestrial 441 00:39:26,000 --> 00:39:32,000 origin here. And we can see in the earth's composition of the earth's 442 00:39:32,000 --> 00:39:39,000 atmosphere the signature of the evolution of life. 443 00:39:39,000 --> 00:39:45,000 The composition of the earth's atmosphere is highly improbable. 444 00:39:45,000 --> 00:39:51,000 Thermodynamically improbable if you didn't have the influence of 445 00:39:51,000 --> 00:39:57,000 converting this solar energy into living biomass. 446 00:39:57,000 --> 00:40:04,000 And so the CO2 concentration is much lower than these planets. 447 00:40:04,000 --> 00:40:09,000 And the nitrogen concentration higher and the temperature a nice 448 00:40:09,000 --> 00:40:15,000 balmy 16 degrees. OK. So this is just to remind you 449 00:40:15,000 --> 00:40:20,000 that these processes operate at all scales. Biosphere. 450 00:40:20,000 --> 00:40:26,000 This is a little ecosphere I'm going to bring next time showing you 451 00:40:26,000 --> 00:40:32,000 a sealed ecosystem in which all of these properties go on. 452 00:40:32,000 --> 00:40:36,000 And finally. So I've been talking about levels of organization from 453 00:40:36,000 --> 00:40:41,000 the molecular level up to the biosphere level. 454 00:40:41,000 --> 00:40:45,000 And there's an exciting new thing happening in my field that is so 455 00:40:45,000 --> 00:40:50,000 exciting I have to tell you about it. And I'll probably be telling you 456 00:40:50,000 --> 00:40:55,000 about it more and more as I go along here. And that is a whole new field 457 00:40:55,000 --> 00:40:59,000 is emerging called molecular ecology where we're viewing the biosphere as 458 00:40:59,000 --> 00:41:04,000 a network of genes. It's not that you either study 459 00:41:04,000 --> 00:41:09,000 cellular molecular biology or biochemistry or you study the 460 00:41:09,000 --> 00:41:13,000 biosphere but you try to think of the biosphere as a network of genes. 461 00:41:13,000 --> 00:41:18,000 And in oceanography we're actually able to start to do this because the 462 00:41:18,000 --> 00:41:23,000 oceans are dominated by microorganisms, 463 00:41:23,000 --> 00:41:27,000 although in this picture I don't have that properly represented, 464 00:41:27,000 --> 00:41:32,000 but we're starting to think about a sea of organisms as being simply a 465 00:41:32,000 --> 00:41:37,000 network of genes. Most of the genetic information in 466 00:41:37,000 --> 00:41:43,000 the oceans is in microorganisms. And I like to think of the oceans 467 00:41:43,000 --> 00:41:49,000 as dissolved information essentially. When you look out and you see that 468 00:41:49,000 --> 00:41:54,000 blue water, there is so much DNA in there and so many genes doing so 469 00:41:54,000 --> 00:42:00,000 many different things it's just phenomenal. And there are a billion 470 00:42:00,000 --> 00:42:05,000 microbes per liter in sea water. 99.9% have never been cultivated. 471 00:42:05,000 --> 00:42:10,000 We know nothing about them. There is as much information in that liter 472 00:42:10,000 --> 00:42:14,000 as in the entire human genome, and most of it is of unknown 473 00:42:14,000 --> 00:42:19,000 function in this biosphere. And so just within the last year, 474 00:42:19,000 --> 00:42:24,000 this is Craig Venter who was one of the people who sequences the human 475 00:42:24,000 --> 00:42:28,000 genome. And now that that's over with, he needs a new challenge. 476 00:42:28,000 --> 00:42:33,000 So he's taking on the ocean genome meaning sequencing all of 477 00:42:33,000 --> 00:42:38,000 the DNA in the oceans. And he's taken his yacht, 478 00:42:38,000 --> 00:42:43,000 because he's rich now, which is his research vessel. 479 00:42:43,000 --> 00:42:47,000 And they're going around the oceans collecting samples, 480 00:42:47,000 --> 00:42:52,000 filtering them onto filters and collecting all the microbes. 481 00:42:52,000 --> 00:42:57,000 And then you take it and you grind it up, you extract the DNA 482 00:42:57,000 --> 00:43:02,000 and you sequence it. And you just get a bunch of little 483 00:43:02,000 --> 00:43:07,000 pieces that you identify as genes. You don't know what organisms they 484 00:43:07,000 --> 00:43:12,000 belong to, but you've got genes. And this is his cruise trek which 485 00:43:12,000 --> 00:43:18,000 you notice doesn't have many northern climbs here, 486 00:43:18,000 --> 00:43:23,000 although they did do something up in Halifax. And it kind of resembles 487 00:43:23,000 --> 00:43:28,000 the Challenger Expedition back in the 1800s which was one of the first 488 00:43:28,000 --> 00:43:33,000 major oceanographic expeditions. So they published a paper in Science 489 00:43:33,000 --> 00:43:37,000 last year. Just off Bermuda they found 1.2 million new genes that had 490 00:43:37,000 --> 00:43:42,000 never been in the database. They had to create a new database 491 00:43:42,000 --> 00:43:46,000 in order to even put these genes in it and 1800 new species. 492 00:43:46,000 --> 00:43:51,000 And he is estimating the genetic inventory of the planet, 493 00:43:51,000 --> 00:43:55,000 most of which are in these microbes, to be 20 to 30 billion genes. And 494 00:43:55,000 --> 00:44:00,000 then we're going to have to figure out what they're all doing. 495 00:44:00,000 --> 00:44:04,000 OK. So just the take-home message. I'm going to try to do this at the 496 00:44:04,000 --> 00:44:08,000 end of each lecture so that you know what I think is important. 497 00:44:08,000 --> 00:44:13,000 So we've talked about life at different scales. 498 00:44:13,000 --> 00:44:17,000 Ecology is the study of life at all these different scales. 499 00:44:17,000 --> 00:44:22,000 Emergent properties is a really important concept to understand. 500 00:44:22,000 --> 00:44:26,000 There's nothing more important than understanding this organism 501 00:44:26,000 --> 00:44:31,000 environment is a two-way street. There's really no such thing as a 502 00:44:31,000 --> 00:44:36,000 free living organism either. They are all dependant on one 503 00:44:36,000 --> 00:44:41,000 another. Even if you have a culture of say E. coli which you've supplied 504 00:44:41,000 --> 00:44:46,000 glucose to so it can grow, where do you think that glucose came 505 00:44:46,000 --> 00:44:51,000 from? It's the photosynthetic product of some plant somewhere. 506 00:44:51,000 --> 00:44:56,000 So organisms are not really free-living. They are all dependent 507 00:44:56,000 --> 00:45:01,000 on one another. Life has shaped the earth's features, 508 00:45:01,000 --> 00:45:05,000 its atmosphere. The biosphere that I've shown you 509 00:45:05,000 --> 00:45:10,000 and the geosphere, which is what we refer to the 510 00:45:10,000 --> 00:45:14,000 nonliving part of the earth, have coevolved over evolutionary 511 00:45:14,000 --> 00:45:19,000 time. And the genetic inventory of this is completely unknown. 512 00:45:19,000 --> 00:45:23,000 And, of course, microbes rule the planet, don't forget that. 513 00:45:23,000 --> 00:45:26,000 See you next time.