1 00:00:10,830 --> 00:00:11,670 SAARIK KALIA: OK. 2 00:00:11,670 --> 00:00:12,170 Hi. 3 00:00:12,170 --> 00:00:13,990 So my name is Saarik, and I'm going 4 00:00:13,990 --> 00:00:17,050 to be talking today about how we can use the 21 centimeter 5 00:00:17,050 --> 00:00:20,140 hydrogen line to determine the galactic rotation 6 00:00:20,140 --> 00:00:24,520 curve and some of the structure of the Milky Way galaxy. 7 00:00:24,520 --> 00:00:27,370 So first off, why do we care about galactic rotation curves? 8 00:00:27,370 --> 00:00:30,490 So basically rotation speed can tell us about mass. 9 00:00:30,490 --> 00:00:32,800 We know this from simple Newtonian mechanics. 10 00:00:32,800 --> 00:00:35,800 If you have a planet going around a sun, 11 00:00:35,800 --> 00:00:39,090 then its velocity is given by this equation, where M here 12 00:00:39,090 --> 00:00:41,320 is the mass of the sun. 13 00:00:41,320 --> 00:00:43,561 In our case, since we're working with a galaxy, 14 00:00:43,561 --> 00:00:44,560 we have spread out mass. 15 00:00:44,560 --> 00:00:46,143 This M is actually going to correspond 16 00:00:46,143 --> 00:00:49,310 to basically the mass contained within the orbit. 17 00:00:49,310 --> 00:00:57,130 So using a formula like this, given the mass distribution 18 00:00:57,130 --> 00:00:58,660 that we see in the Milky Way galaxy, 19 00:00:58,660 --> 00:01:00,370 we can guess what kinds of velocities 20 00:01:00,370 --> 00:01:03,370 we should see various things rotating at. 21 00:01:03,370 --> 00:01:07,700 And we can plot that and we get a curve that looks like this. 22 00:01:07,700 --> 00:01:09,850 But we actually, as we'll see later 23 00:01:09,850 --> 00:01:13,810 when we go ahead and observe what velocities stars are 24 00:01:13,810 --> 00:01:17,170 really moving at, we'll actually see a huge discrepancy 25 00:01:17,170 --> 00:01:19,450 between what we would expect from the visible matter 26 00:01:19,450 --> 00:01:20,490 that we can see. 27 00:01:20,490 --> 00:01:24,070 And basically the way that we might be able to explain this 28 00:01:24,070 --> 00:01:27,070 is possibly there is matter out there that we just can't see. 29 00:01:27,070 --> 00:01:31,460 And physicists term this matter as dark matter. 30 00:01:31,460 --> 00:01:34,930 So what we're going to be working on in this experiment 31 00:01:34,930 --> 00:01:41,380 is trying to be able to actually plot this rotation curve. 32 00:01:41,380 --> 00:01:44,710 And in being able to show these discrepancies, 33 00:01:44,710 --> 00:01:48,280 this will motivate new physics. 34 00:01:48,280 --> 00:01:52,390 So how are we going to find this rotation curve? 35 00:01:52,390 --> 00:01:54,850 So the way we're going to be looking 36 00:01:54,850 --> 00:01:56,470 at the velocities of various stars 37 00:01:56,470 --> 00:01:59,884 is using the Doppler effect. 38 00:01:59,884 --> 00:02:02,050 In our case, this will be a non-relativistic Doppler 39 00:02:02,050 --> 00:02:02,550 effect. 40 00:02:02,550 --> 00:02:04,360 This is simply just, as an object 41 00:02:04,360 --> 00:02:06,280 is moving towards you, the frequencies 42 00:02:06,280 --> 00:02:09,257 that it emits are slightly higher than if it 43 00:02:09,257 --> 00:02:10,090 were standing still. 44 00:02:12,680 --> 00:02:16,679 So we can look out at the stars. 45 00:02:16,679 --> 00:02:18,220 But looking for optical light doesn't 46 00:02:18,220 --> 00:02:20,260 work too well because it suffers absorption 47 00:02:20,260 --> 00:02:24,880 from other stars or interstellar gas and dust. 48 00:02:24,880 --> 00:02:27,700 So instead we prefer something in a slightly lower frequency 49 00:02:27,700 --> 00:02:32,320 range around the radio emission range. 50 00:02:32,320 --> 00:02:34,240 Luckily for us, hydrogen actually 51 00:02:34,240 --> 00:02:37,690 exhibits an emission in this lower frequency 52 00:02:37,690 --> 00:02:43,020 range, particularly, yeah, at this 21 centimeter line. 53 00:02:43,020 --> 00:02:46,850 And this occurs as spin flip transition. 54 00:02:46,850 --> 00:02:49,660 So when the proton and electron go 55 00:02:49,660 --> 00:02:51,460 from being aligned to anti-aligned, 56 00:02:51,460 --> 00:02:53,550 that's a slightly lower energy state, 57 00:02:53,550 --> 00:02:55,300 and so it releases a little bit of energy. 58 00:02:55,300 --> 00:02:58,390 And we can look at that energy coming from the sky. 59 00:02:58,390 --> 00:03:01,000 And by seeing how that frequency shifts, 60 00:03:01,000 --> 00:03:03,490 we can deduce the velocity that the emitter 61 00:03:03,490 --> 00:03:05,800 must have been moving at. 62 00:03:05,800 --> 00:03:07,300 So this is the apparatus we're going 63 00:03:07,300 --> 00:03:12,700 to be using for detecting our various emissions. 64 00:03:12,700 --> 00:03:16,120 The actual telescope itself is a parabolic dish, 65 00:03:16,120 --> 00:03:18,820 which takes an incoming light, reflects it 66 00:03:18,820 --> 00:03:22,450 onto this feed horn, and the net signal 67 00:03:22,450 --> 00:03:26,080 is fed into this fairly complex circuit. 68 00:03:26,080 --> 00:03:29,170 I'll just point out some important things. 69 00:03:29,170 --> 00:03:31,900 The signal comes in, it gets amplified, 70 00:03:31,900 --> 00:03:33,160 goes to the bandpass filter. 71 00:03:33,160 --> 00:03:35,451 That's just to get rid of any frequencies we absolutely 72 00:03:35,451 --> 00:03:36,427 don't care about. 73 00:03:36,427 --> 00:03:38,260 And then one important point is that it goes 74 00:03:38,260 --> 00:03:40,600 to this image rejection mixer. 75 00:03:40,600 --> 00:03:44,290 And what that does is it multiplies the incoming signal 76 00:03:44,290 --> 00:03:50,150 by a signal that we manually put in of 1420.4 megahertz. 77 00:03:50,150 --> 00:03:53,430 That's the frequency of the 21 centimeter line 78 00:03:53,430 --> 00:03:54,830 that we're looking for. 79 00:03:54,830 --> 00:03:58,390 And as you can see from this trigonometric formula, 80 00:03:58,390 --> 00:04:00,910 multiplying two signals is actually 81 00:04:00,910 --> 00:04:04,090 equivalent to just producing one signal whose frequency is 82 00:04:04,090 --> 00:04:06,040 the sum and one who's the difference. 83 00:04:06,040 --> 00:04:08,170 And by using the second bandpass filter, 84 00:04:08,170 --> 00:04:09,880 we can eliminate the sum and just 85 00:04:09,880 --> 00:04:12,250 be left with this signal, which is the difference. 86 00:04:12,250 --> 00:04:13,750 And so the reason we do this is just 87 00:04:13,750 --> 00:04:16,959 to get a very precise measurement of how 88 00:04:16,959 --> 00:04:20,620 off the signal we're seeing is from the 21 centimeter line 89 00:04:20,620 --> 00:04:22,420 we would expect from a still observer. 90 00:04:22,420 --> 00:04:26,890 And using that we can figure out what velocity the emitter 91 00:04:26,890 --> 00:04:29,500 is moving at. 92 00:04:29,500 --> 00:04:35,720 OK, and so in order to turn this into temperatures 93 00:04:35,720 --> 00:04:37,697 is what we'll be dealing with. 94 00:04:37,697 --> 00:04:39,280 We're going to first have to calibrate 95 00:04:39,280 --> 00:04:41,110 this with a noise diode. 96 00:04:41,110 --> 00:04:45,360 What this will do is just send a signal to the feed horn 97 00:04:45,360 --> 00:04:48,580 that looks like 115 Kelvin blackbody all 98 00:04:48,580 --> 00:04:50,330 throughout the sky. 99 00:04:50,330 --> 00:04:55,330 And so it uses the signal it sees from this to extrapolate 100 00:04:55,330 --> 00:04:57,460 other signals that it will see. 101 00:04:57,460 --> 00:04:59,770 So basically, if later on it sees 102 00:04:59,770 --> 00:05:02,170 a signal that's twice as strong as the signal that's 103 00:05:02,170 --> 00:05:05,170 on its calibration, at some specific frequency then 104 00:05:05,170 --> 00:05:08,110 it says, oh, there must be a 230 Kelvin blackbody 105 00:05:08,110 --> 00:05:09,790 at that specific frequency. 106 00:05:09,790 --> 00:05:11,730 So at the end we'll be getting some sort 107 00:05:11,730 --> 00:05:16,340 of temperature profile as a function of frequency. 108 00:05:16,340 --> 00:05:18,450 And we're going to be taking measurements 109 00:05:18,450 --> 00:05:20,820 all across the galaxy. 110 00:05:20,820 --> 00:05:24,990 Essentially, our galaxy is mostly shaped in a planar disk, 111 00:05:24,990 --> 00:05:28,950 so we'll be just looking within that disk. 112 00:05:28,950 --> 00:05:31,530 The galaxy has some central bulge with some spiral 113 00:05:31,530 --> 00:05:33,180 arms coming out of it. 114 00:05:33,180 --> 00:05:35,310 And our sun is located down here. 115 00:05:35,310 --> 00:05:39,660 We will be sweeping from the galactic longitude of zero, 116 00:05:39,660 --> 00:05:42,120 which is directed towards the center of the galaxy, 117 00:05:42,120 --> 00:05:45,320 out to 180, which is directed away from it, 118 00:05:45,320 --> 00:05:48,110 so we'll be looking at the first and second quadrants. 119 00:05:48,110 --> 00:05:50,640 As we'll talk about later, these first quadrant measurements 120 00:05:50,640 --> 00:05:52,920 will be used to determine the rotation curve 121 00:05:52,920 --> 00:05:55,350 and the second quadrant measurements 122 00:05:55,350 --> 00:06:01,030 will be used to determine the structures of the galaxy. 123 00:06:01,030 --> 00:06:07,110 OK, so as we mentioned before, given a frequency, 124 00:06:07,110 --> 00:06:09,870 we can turn that into a velocity using our Doppler 125 00:06:09,870 --> 00:06:12,600 shift via this formula. 126 00:06:12,600 --> 00:06:14,016 This 120. 127 00:06:14,016 --> 00:06:20,250 4-- or 1420.4 megahertz is just the emission, the frequency 128 00:06:20,250 --> 00:06:22,320 of the 21 centimeter line. 129 00:06:22,320 --> 00:06:24,180 This right here is just the speed of light. 130 00:06:24,180 --> 00:06:25,800 And then we have this VLSR. 131 00:06:25,800 --> 00:06:29,370 This is just our velocity with respect to the sun 132 00:06:29,370 --> 00:06:30,960 just to factor out any revolution 133 00:06:30,960 --> 00:06:32,300 that we have around the sun. 134 00:06:32,300 --> 00:06:35,160 So this V observed is actually the velocity with respect 135 00:06:35,160 --> 00:06:39,010 to the sun, not with respect us. 136 00:06:39,010 --> 00:06:44,820 And so now we can use this velocity using various trig 137 00:06:44,820 --> 00:06:46,920 formulas, Law of Sines. 138 00:06:46,920 --> 00:06:51,330 We can relate the velocity we observed to the actual velocity 139 00:06:51,330 --> 00:06:57,760 of the star in question. 140 00:06:57,760 --> 00:07:00,570 And note here we have to use this critical assumption 141 00:07:00,570 --> 00:07:03,450 that the stars move in circular orbits, which 142 00:07:03,450 --> 00:07:06,840 is fairly close to accurate. 143 00:07:06,840 --> 00:07:08,700 But using this assumption allows us 144 00:07:08,700 --> 00:07:11,400 to say that the velocity of this star 145 00:07:11,400 --> 00:07:14,190 is at a right angle with its radius. 146 00:07:14,190 --> 00:07:18,120 And then if we know the radius at which the star lies, 147 00:07:18,120 --> 00:07:23,010 then we can use this formula to relate the velocity we see 148 00:07:23,010 --> 00:07:25,920 with the velocity of the star. 149 00:07:25,920 --> 00:07:28,080 And here we're going to be taking R naught, which 150 00:07:28,080 --> 00:07:30,420 is the distance from us to the center of the sun, 151 00:07:30,420 --> 00:07:33,090 to be a 8.5 kiloparsecs and theta naught, 152 00:07:33,090 --> 00:07:37,980 which is our speed within the galaxy, 153 00:07:37,980 --> 00:07:40,570 to be 220 kilometers per second. 154 00:07:40,570 --> 00:07:43,950 These numbers are not too well known, 155 00:07:43,950 --> 00:07:45,817 but these will be the values we'll be using. 156 00:07:45,817 --> 00:07:47,400 And the literature will compare again, 157 00:07:47,400 --> 00:07:48,816 so we'll be using the same values. 158 00:07:51,360 --> 00:07:53,340 Right, and so this formula is all well and good 159 00:07:53,340 --> 00:07:56,514 if we actually know what radius this star is at. 160 00:07:56,514 --> 00:07:57,930 But, a priori, we don't know that. 161 00:07:57,930 --> 00:07:59,820 So the trick we're going to be using here 162 00:07:59,820 --> 00:08:03,200 is actually just to consider the maximum velocity that we see. 163 00:08:03,200 --> 00:08:06,990 And the maximum velocity will occur at the minimum radius. 164 00:08:06,990 --> 00:08:10,510 And that's simply given by this R naught sine L. 165 00:08:10,510 --> 00:08:14,670 And so if we specifically consider that minimum radius, 166 00:08:14,670 --> 00:08:17,670 then this formula allows us to relate that maximum velocity 167 00:08:17,670 --> 00:08:20,010 to the velocity of the star in question. 168 00:08:20,010 --> 00:08:21,720 Note, however, that this only works 169 00:08:21,720 --> 00:08:24,787 for longitudes less than 90. 170 00:08:24,787 --> 00:08:27,120 That's in the first quadrant I was talking about before. 171 00:08:27,120 --> 00:08:29,340 And that's simply because, if you're 172 00:08:29,340 --> 00:08:31,680 looking at stars which are further 173 00:08:31,680 --> 00:08:34,518 away from the center of the galaxy, then 174 00:08:34,518 --> 00:08:36,809 they're all just going to get further and further away. 175 00:08:36,809 --> 00:08:41,070 There's not going to be any minimum radius. 176 00:08:41,070 --> 00:08:45,690 Right, so we wanted to determine this maximum velocity that's 177 00:08:45,690 --> 00:08:48,220 equivalent to determining a minimum frequency. 178 00:08:48,220 --> 00:08:51,060 So how are we actually going to get that minimum frequency? 179 00:08:51,060 --> 00:08:55,020 So as we said before, we have this temperature spectrum 180 00:08:55,020 --> 00:08:56,370 as a function of frequency. 181 00:08:56,370 --> 00:08:58,680 We're going to start off by trimming off the edges. 182 00:08:58,680 --> 00:09:00,541 There's just a very quick falloff 183 00:09:00,541 --> 00:09:02,040 just from the bandpass filter there, 184 00:09:02,040 --> 00:09:04,350 so we have to get rid of those. 185 00:09:04,350 --> 00:09:08,330 And at each given longitude, we take about 40 trials 186 00:09:08,330 --> 00:09:14,920 and we average that into one the temperature spectrum. 187 00:09:14,920 --> 00:09:16,650 So this is what our spectrum looks like. 188 00:09:16,650 --> 00:09:22,050 We're going to fit the first few bins to a linear background. 189 00:09:22,050 --> 00:09:24,090 And we can see that the background fit is quite 190 00:09:24,090 --> 00:09:26,670 good for these initial points. 191 00:09:26,670 --> 00:09:29,490 You'll notice here we have this annoying little peak here. 192 00:09:29,490 --> 00:09:32,410 This actually shows up in most of our plots. 193 00:09:32,410 --> 00:09:34,920 This is probably because of just some constant source 194 00:09:34,920 --> 00:09:36,360 that's creating noise. 195 00:09:36,360 --> 00:09:39,300 So when we fit this background, we just ignore those points 196 00:09:39,300 --> 00:09:40,470 in particular. 197 00:09:40,470 --> 00:09:44,760 But for the rest of the points, the fit is quite good. 198 00:09:44,760 --> 00:09:48,090 Then we're going to find the first point, which 199 00:09:48,090 --> 00:09:51,607 exceeds this background by some fixed amount one Kelvin. 200 00:09:51,607 --> 00:09:53,940 And we say that that is going to be our minimum emission 201 00:09:53,940 --> 00:09:54,760 frequency. 202 00:09:54,760 --> 00:09:59,550 So in this case, this is 1420.4494 megahertz. 203 00:09:59,550 --> 00:10:02,160 And we can estimate the error on this method 204 00:10:02,160 --> 00:10:04,600 by basically fudging this 35 number, 205 00:10:04,600 --> 00:10:06,360 so see what happens if we use the first 20 206 00:10:06,360 --> 00:10:12,220 bins versus what happens when we use the first 50 instead. 207 00:10:12,220 --> 00:10:14,680 And so the number we get out of it 208 00:10:14,680 --> 00:10:16,680 will shift a little bit up or a little bit down. 209 00:10:16,680 --> 00:10:20,640 In this case, it shifted one bin up and two bins down. 210 00:10:20,640 --> 00:10:24,390 And so that gives us an error on what this kind of method 211 00:10:24,390 --> 00:10:27,210 will give for a minimum emission frequency. 212 00:10:27,210 --> 00:10:31,290 And by default, if shifting around this 35 number 213 00:10:31,290 --> 00:10:32,790 doesn't change anything, then we'll 214 00:10:32,790 --> 00:10:38,190 just say that the error is just the bin with itself. 215 00:10:38,190 --> 00:10:38,690 Great. 216 00:10:38,690 --> 00:10:41,970 So using that minimum mission frequency, 217 00:10:41,970 --> 00:10:44,870 we can find a velocity as per the formulas 218 00:10:44,870 --> 00:10:46,510 I had a few slides ago. 219 00:10:46,510 --> 00:10:49,740 And we can also get the radius simply 220 00:10:49,740 --> 00:10:52,110 as a function of the galactic longitude. 221 00:10:52,110 --> 00:10:53,730 And we can plot it out. 222 00:10:53,730 --> 00:10:56,800 And we'll get a curve that looks something like this. 223 00:10:56,800 --> 00:10:58,830 So this red curve that I'm plotting here 224 00:10:58,830 --> 00:11:02,760 is a curve I found in the literature from a paper 225 00:11:02,760 --> 00:11:03,750 by Clemens. 226 00:11:03,750 --> 00:11:09,184 He fit a piecewise polynomial to his observed data, 227 00:11:09,184 --> 00:11:10,600 and so we're comparing it to that. 228 00:11:10,600 --> 00:11:16,290 We see actually that the later values, the higher radii 229 00:11:16,290 --> 00:11:18,840 actually agree quite well with the literature. 230 00:11:18,840 --> 00:11:20,220 We see a little more disagreement 231 00:11:20,220 --> 00:11:21,810 with the lower values. 232 00:11:21,810 --> 00:11:24,520 This can be for possibly a few reasons. 233 00:11:24,520 --> 00:11:28,986 One could be you might have seen in that plot I had before 234 00:11:28,986 --> 00:11:33,779 that the temperature starts to rise much slower, 235 00:11:33,779 --> 00:11:35,820 and so it's harder to find an emission frequency. 236 00:11:35,820 --> 00:11:38,940 For these higher values, there's a much sharper jump. 237 00:11:38,940 --> 00:11:42,960 Secondly, the actual frequencies that you 238 00:11:42,960 --> 00:11:46,860 need to move these points up to this line 239 00:11:46,860 --> 00:11:49,410 tend to be outside of our frequency window 240 00:11:49,410 --> 00:11:53,030 or where that annoying little noise was, so that's 241 00:11:53,030 --> 00:11:55,500 just somewhat of a limitation of the apparatus. 242 00:11:55,500 --> 00:12:01,104 And then the third is the circular orbit assumption. 243 00:12:01,104 --> 00:12:02,520 For smaller angles this assumption 244 00:12:02,520 --> 00:12:05,070 becomes more critical, and so even a small shift in angle 245 00:12:05,070 --> 00:12:08,490 can make a much bigger difference. 246 00:12:08,490 --> 00:12:11,850 So we see, if we look just at the later points, 247 00:12:11,850 --> 00:12:18,720 we actually get a pretty decent chi squared of 13.4. 248 00:12:18,720 --> 00:12:22,290 So, yeah, this agrees fairly well with the literature. 249 00:12:22,290 --> 00:12:24,210 So then there's one more thing that we 250 00:12:24,210 --> 00:12:29,264 want to try to look at using this 21 centimeter line, 251 00:12:29,264 --> 00:12:31,680 and that's going to be the galactic structure of the Milky 252 00:12:31,680 --> 00:12:32,430 Way. 253 00:12:32,430 --> 00:12:34,312 As we talked about before, we know 254 00:12:34,312 --> 00:12:35,770 that the Milky Way has spiral arms, 255 00:12:35,770 --> 00:12:38,103 so we're going to try to see if we can look out and find 256 00:12:38,103 --> 00:12:41,770 those structures. 257 00:12:41,770 --> 00:12:44,280 So in order to do this, we specifically 258 00:12:44,280 --> 00:12:46,802 need to assume some sort of galactic rotation curve, 259 00:12:46,802 --> 00:12:48,510 so we're going to be working with the one 260 00:12:48,510 --> 00:12:50,550 that we found in Clemens. 261 00:12:50,550 --> 00:12:52,620 And using the formulas before, we 262 00:12:52,620 --> 00:12:57,060 can use this given curve to solve for a specific R given 263 00:12:57,060 --> 00:12:58,500 any observed velocity. 264 00:12:58,500 --> 00:13:03,360 So now we can associate radii with all the velocities 265 00:13:03,360 --> 00:13:05,280 that we see. 266 00:13:05,280 --> 00:13:08,231 And, of course, this is just the radius 267 00:13:08,231 --> 00:13:09,480 from the center of the galaxy. 268 00:13:09,480 --> 00:13:12,030 What we actually want is the distance from us 269 00:13:12,030 --> 00:13:13,800 in order to be able to plot this, 270 00:13:13,800 --> 00:13:18,580 so we can make that quick change here. 271 00:13:18,580 --> 00:13:21,150 And now note that this only really works 272 00:13:21,150 --> 00:13:24,330 for galactic longitudes greater than 90. 273 00:13:24,330 --> 00:13:26,790 Those are things in the second quadrant simply 274 00:13:26,790 --> 00:13:29,010 because, if we look inwards to the first quadrant, 275 00:13:29,010 --> 00:13:32,280 there are two possible solutions. 276 00:13:32,280 --> 00:13:33,780 Along the same line of sight you can 277 00:13:33,780 --> 00:13:36,930 find two different points that have the same distance 278 00:13:36,930 --> 00:13:39,660 from the center. 279 00:13:39,660 --> 00:13:45,540 And again, we're going to fit these to a linear background 280 00:13:45,540 --> 00:13:49,657 now with 25 initial bins and 10 final bins. 281 00:13:49,657 --> 00:13:51,240 And we're going to say the temperature 282 00:13:51,240 --> 00:13:55,860 above the background multiplied by the distance 283 00:13:55,860 --> 00:13:58,560 from us squared, this is just because 284 00:13:58,560 --> 00:14:01,496 of an inverse square power law, we're 285 00:14:01,496 --> 00:14:03,870 going to say that that gives us a relative measure of how 286 00:14:03,870 --> 00:14:09,150 much hydrogen must be there and, as a result, how much emission 287 00:14:09,150 --> 00:14:10,540 that we're seeing. 288 00:14:10,540 --> 00:14:15,330 So we can use these methods and plot out of a big plot 289 00:14:15,330 --> 00:14:18,090 of what the second quadrant of the Milky Way galaxy 290 00:14:18,090 --> 00:14:19,440 looks like. 291 00:14:19,440 --> 00:14:24,120 So you can see here, there are two spiral arms we can see, 292 00:14:24,120 --> 00:14:28,710 one much closer to us and then one forming out around here. 293 00:14:28,710 --> 00:14:32,970 Those actually correspond fairly well with this Perseus arm here 294 00:14:32,970 --> 00:14:35,820 and then the outer arm further out here. 295 00:14:35,820 --> 00:14:39,760 You might notice that, as we get up to higher longitudes, 296 00:14:39,760 --> 00:14:41,460 the points start to become larger. 297 00:14:41,460 --> 00:14:45,900 Here the points denote the strength, yeah, 298 00:14:45,900 --> 00:14:47,700 the relative amount of hydrogen that we 299 00:14:47,700 --> 00:14:51,600 would see in a region out there based 300 00:14:51,600 --> 00:14:54,900 on the temperature of the background. 301 00:14:54,900 --> 00:14:58,050 And so you might see here that, as we get out 302 00:14:58,050 --> 00:15:01,620 to higher longitudes, we start to see it blow up a little bit. 303 00:15:01,620 --> 00:15:06,820 We don't believe that this is a physical consequence, 304 00:15:06,820 --> 00:15:08,130 that this is actually physical. 305 00:15:08,130 --> 00:15:11,250 This is more just a limitation of the apparatus. 306 00:15:11,250 --> 00:15:14,190 So in conclusion, we were able to use this 21 centimeter 307 00:15:14,190 --> 00:15:18,414 technique to derive the rotation curve of the Milky Way, 308 00:15:18,414 --> 00:15:20,580 and we saw pretty good agreement with the literature 309 00:15:20,580 --> 00:15:23,640 for large radii. 310 00:15:23,640 --> 00:15:26,880 In particular, we saw there was a constant velocity function 311 00:15:26,880 --> 00:15:30,600 as we went out to higher radii, and that 312 00:15:30,600 --> 00:15:32,890 disagrees with the theoretical prediction. 313 00:15:32,890 --> 00:15:35,310 And so this really necessitates some sort 314 00:15:35,310 --> 00:15:39,450 of dark matter, which can compensate for the discrepancy. 315 00:15:39,450 --> 00:15:42,330 We were also able to see some of the Milky Way structure 316 00:15:42,330 --> 00:15:45,450 by looking at the exterior points. 317 00:15:45,450 --> 00:15:47,820 And in particular, we saw two spiral arms 318 00:15:47,820 --> 00:15:50,910 in that second quadrant. 319 00:15:50,910 --> 00:15:53,735 And finally I would like to thank my partner, Toby, for all 320 00:15:53,735 --> 00:15:55,110 his help throughout this semester 321 00:15:55,110 --> 00:15:57,900 and on this particular experiment, some last minute 322 00:15:57,900 --> 00:15:59,900 data collection. 323 00:15:59,900 --> 00:16:03,150 I'd like to thank the 8.13 staff for all their help 324 00:16:03,150 --> 00:16:05,400 throughout and instruction and then MIT 325 00:16:05,400 --> 00:16:07,381 for offering this course. 326 00:16:07,381 --> 00:16:07,881 OK. 327 00:16:16,330 --> 00:16:17,324 PROFESSOR: Questions? 328 00:16:20,803 --> 00:16:21,619 SAARIK KALIA: Yeah? 329 00:16:21,619 --> 00:16:23,785 AUDIENCE: You mentioned that you fit your background 330 00:16:23,785 --> 00:16:24,773 to a linear fit. 331 00:16:24,773 --> 00:16:25,773 SAARIK KALIA: All right. 332 00:16:25,773 --> 00:16:27,761 AUDIENCE: Why do you expect the background 333 00:16:27,761 --> 00:16:29,749 to go up as you go in frequency? 334 00:16:29,749 --> 00:16:31,737 It seems like, at least [INAUDIBLE],, 335 00:16:31,737 --> 00:16:36,230 it would just stay constant across all the planes. 336 00:16:36,230 --> 00:16:41,312 SAARIK KALIA: So I think this is essentially because of the-- 337 00:16:41,312 --> 00:16:45,140 you would expect the temperature that you see from a blackbody 338 00:16:45,140 --> 00:16:51,160 to go like Planck's Law or his formula, right, 339 00:16:51,160 --> 00:16:53,132 the blackbody spectrum formula. 340 00:16:53,132 --> 00:16:54,590 But essentially what we're doing is 341 00:16:54,590 --> 00:16:58,070 we're zooming in on a very, very small part of that, 342 00:16:58,070 --> 00:17:00,200 specifically around one frequency. 343 00:17:00,200 --> 00:17:02,539 And so in that region, it's linear. 344 00:17:02,539 --> 00:17:03,080 AUDIENCE: OK. 345 00:17:03,080 --> 00:17:04,220 SAARIK KALIA: So this is why we're expecting 346 00:17:04,220 --> 00:17:05,349 some sort of linear background. 347 00:17:05,349 --> 00:17:05,890 AUDIENCE: OK. 348 00:17:09,285 --> 00:17:10,761 PROFESSOR: Good questions? 349 00:17:14,210 --> 00:17:15,889 SAARIK KALIA: Yeah. 350 00:17:15,889 --> 00:17:18,545 AUDIENCE: What uncertainty do you find in your temperature 351 00:17:18,545 --> 00:17:19,270 counts? 352 00:17:23,134 --> 00:17:27,000 Or is there uncertainty? 353 00:17:27,000 --> 00:17:32,890 SAARIK KALIA: So for the rotation curve, the uncertainty 354 00:17:32,890 --> 00:17:33,390 in the-- 355 00:17:33,390 --> 00:17:36,300 I mean, yeah, I guess there should be some like Poisson 356 00:17:36,300 --> 00:17:38,340 uncertainty in the temperature counts. 357 00:17:38,340 --> 00:17:39,960 For the rotation curve, that's not 358 00:17:39,960 --> 00:17:41,370 as important because what we care 359 00:17:41,370 --> 00:17:46,030 about is the frequency at which it occurs. 360 00:17:46,030 --> 00:17:49,420 I guess for the galactic structure, 361 00:17:49,420 --> 00:17:52,060 you really could put some uncertainty on that 362 00:17:52,060 --> 00:17:56,020 and it would just be squared of n Poisson uncertainty. 363 00:18:00,220 --> 00:18:00,820 PROFESSOR: OK. 364 00:18:00,820 --> 00:18:02,620 And no other questions? 365 00:18:02,620 --> 00:18:04,770 Thank the speaker again.