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用最大的望远镜研究最"小"的星系,耶鲁天文学家带你"追捕"夜

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时间英文中文
0:04All right, hello everybody.好了,大家好,你们好
0:05Thank you for joining us谢谢你加入我们
0:08for another talk with Yale Center Beijing.和北京耶鲁中心再谈一次
0:12First things first, thank you for joining us.首先,谢谢你加入我们。
0:14My name is Devin Lau.我叫刘德文
0:15I'm the Associate Director of Yale Center Beijing我是北京耶鲁中心副主任
0:18and we're glad to have you join us.我们很高兴你能加入我们
0:20If this is your first time joining us如果这是你第一次加入我们
0:21for a online talk with Yale Center Beijing,与耶鲁中心北京,
0:25we've been hosting many of the different Yale professors我们接待了许多不同的耶鲁教授
展开字幕全文(1255 条)
序号英文中文
1All right, hello everybody.好了,大家好,你们好
2Thank you for joining us谢谢你加入我们
3for another talk with Yale Center Beijing.和北京耶鲁中心再谈一次
4First things first, thank you for joining us.首先,谢谢你加入我们。
5My name is Devin Lau.我叫刘德文
6I'm the Associate Director of Yale Center Beijing我是北京耶鲁中心副主任
7and we're glad to have you join us.我们很高兴你能加入我们
8If this is your first time joining us如果这是你第一次加入我们
9for a online talk with Yale Center Beijing,与耶鲁中心北京,
10we've been hosting many of the different Yale professors我们接待了许多不同的耶鲁教授
11across the different fields throughout the pandemic.跨越整个大流行病的不同领域。
12And we've done everything from art history to biology,我们从艺术史到生物学 都做了很多事
13to economics and philosophy.在经济学和哲学。
14And so we're very excited to have Professor Marla Keeha today所以今天有玛拉・基哈教授 我们非常兴奋
15give us a talk on astronomy,给我们讲讲天文学
16which of course with all the recent images being sent in其中当然包括所有最近发送的图像
17and we've been able to see things我们可以看到一些东西
18that we've never been able to see before literally.我们以前从未见过
19And so it's great to have somebody join us很高兴有人加入我们
20who can actually explain to us what's going on谁能向我们解释到底发生了什么
21and why we should be so excited.为什么我们应该这么兴奋。
22And so we have very interesting talk today所以我们今天有非常有趣的谈话
23on the Milky Way, dwarf galaxies and dark matter.在银河系,矮星系和暗物质。
24I will introduce our speaker and then turn it over to her.我将介绍我们的发言者,然后交给她。
25So Professor Marla Keeha is Professor of Astronomy玛拉・基哈教授是天文学教授
26and Physics at Yale University耶鲁大学物理系
27as well as Director of Yale Telescope Resources.以及耶鲁望远镜资源部主任。
28She uses the world's largest telescopes她用的是世界上最大的望远镜
29to study the universe's smallest galaxies.研究宇宙最小的星系
30In understanding how the smallest known galaxies form,在理解已知的最小星系是如何形成的
31she uses these galaxies to understand the nature她利用这些星系来理解大自然
32of dark matter and the underlying cosmology暗物质及其基础宇宙学
33of the universe.和宇宙一样
34She obtained her bachelor's in applied她申请了学士学位
35and engineering physics from Cornell University康奈尔大学的工程物理学
36and her PhD in astrophysics和她的天体物理学博士
37from the University of California, Santa Cruz.加州大学圣克鲁斯分校
38And she's of course received various honors,她当然获得了各种荣誉
39including an Alfred P. Sloan research fellowship,包括阿尔弗雷德·P·斯隆研究研究金,
40Guggenheim fellowship,古根海姆研究金,
41and most recently was awarded a Dylan Hickson prize最近还颁发了迪伦·希克森奖
42for teaching excellence in the national sciences at Yale.在耶鲁教授优秀的民族科学
43So we're very lucky to have her join us所以我们很幸运她能加入我们
44and I will turn it over to her.我会把它交给她。
45Awesome, thank you so much.太棒了,非常感谢。
46It's a real honor to be able to speak with you.能与你说话真是荣幸
47And it's so cool to see a lot of kids.见到很多孩子真是太酷了
48I wanna say hi to you guys.我想跟你们打个招呼
49I just dropped my seven-year-old son at school.我刚把七岁的儿子扔在学校了
50And so I definitely welcome questions,所以我肯定欢迎提问,
51but I definitely welcome questions from kids as well.但我也欢迎孩子们的提问
52Let me get started.让我开始吧
53So I'm excited to chat with you about我很高兴能和你谈谈
54small little galaxies around our Milky Way.银河系周围的小星系
55And there's been so much happening,发生了很多事
56really even just in the last couple of weeks in this field.甚至就在最近几周的这个领域
57And so what I want to do is kind of guide you所以我想做的是引导你
58through why the field has become super exciting.通过为什么球场变得超刺激。
59I will also end with some data我最后还要说一些数据
60from the James Webb Space Telescope.来自詹姆斯·韦伯太空望远镜
61I was actually down in Baltimore其实我在巴尔的摩
62where they actually control the telescope他们实际上控制了望远镜
63and I had the honor of going to the control room itself.我有幸去了控制室
64It was like a fan, it was super exciting.这就像一个粉丝, 它是超级刺激。
65And so I will explain how the James Webb Space Telescope我将解释詹姆斯·韦伯太空望远镜
66connects to small galaxies around our Milky Way.连接着银河系周围的小星系
67But first, let me kind of give everyone但首先,让我给大家
68a bit of a tour of the Milky Way银河之旅
69so that we all have the same images in our heads这样我们就能在脑海中看到同样的画面
70when I talk about this.当我谈论这个。
71So this is an image not of the Milky Way,这是银河系以外的影像
72but of what we think our Milky Way galaxy looks like.但我们认为银河系是什么样的
73So this is an image of the Andromeda M31 galaxy.这就是安朵美达M31星系的图像。
74It's our nearest neighbor, nearest large neighbor.这是我们最近的邻居 最近的大邻居
75And we think the Milky Way looks pretty similar.我们认为银河看起来很相似。
76We, the sun, the planets and everything we have ever,我们,太阳,行星和我们曾经的一切,
77most of the stars that you see in the night sky你们在夜空中所见的大部分星宿,
78are all in a fairly small region,在一个相当小的区域,
79just the tip of that arrow箭头的尖端
80out in the outskirts of the Milky Way.在银河系外
81We're about three quarters of the way out from the center.我们离中心约四分之三的路程。
82Most of the stars that are forming in the Milky Way在银河系形成的大部分恒星
83are formed in a disc, sort of a disc of stars.形成在一盘, 排序的恒星盘。
84And if we could see this image kind of tip it over,如果我们能看到这幅图 把它翻过来
85that disc of stars that the sun in the solar system is in太阳系中的恒星盘
86is actually quite thin.其实很薄
87And if you are in a region where you had very dark skies,如果你在一片漆黑的天空中
88which most of us are not,我们多数人不是,
89but if you travel somewhere但是如果你去别的地方
90that you can see the night sky well,你将看见夜空,
91you can actually prove to yourself你可以证明给自己
92that the Milky Way is a disc of stars银河是一盘恒星
93by just looking up the Milky Way,看着银河
94the sort of white glow that you can see overhead那种白色的光芒,你可以看到上面
95is where you are looking into the disc of the Milky Way就是你们在银河系的圆盘里
96where there's lots of stars.那儿有很多星星 里面有很多星星
97And on either side,在两边,
98you're looking above or below the plane of the Milky Way.你在银河系的飞机上或下看
99For the purpose of this talk,为了这次谈话
100I'm actually interested in two things in this image.我其实对这幅画面的两件事感兴趣.
101There are this one and this one.有这个和这个。
102So these two regions right here and here因此,这两个区域就在这里和这里
103are galaxies in their own right.是星系本身的权利。
104They are small galaxies.它们是小星系。
105These two happen to be about a 10th the mass这两个刚好是质量的第十位
106of the Milky Way.银河系
107And we are now realizing that the Milky Way我们现在意识到银河系
108has many tens of these satellite galaxies有很多卫星星系
109and they are super important for helping us understand它们对于帮助我们理解
110both how galaxies form,星系的形成方式
111but also the cosmology of the universe宇宙的宇宙学
112and what is the nature of the mass in the universe.宇宙中质量的本质是什么?
113So in order to explain why these small galaxies所以为了解释为什么这些小星系
114are so important,这么重要
115I'm gonna try and show you a movie.我试着给你看一部电影
116This movie is going to be of,这部电影将会是,
117it's a numerical simulation这是一个数字模拟
118of starting around the beginning of the universe从宇宙的开始开始
119and going through time until roughly present day直到现在
120and we're gonna focus on the formation of the Milky Way.我们将专注于银河的形成。
121And I'm gonna cross my fingers that this movie plays.我要交叉我的手指 这电影播放。
122It only happens like half the time.它只发生 像一半的时间。
123If it doesn't, we will adjust.否则,我们会调整。
124So let's see how it goes.因此,让我们来看看它如何去。
125Ooh, it's gonna play, fabulous.哦,它会发挥,太棒了。
126So this is a movie of the formation of the Milky Way.这是一部银河系形成的电影。
127And what you can see is that there are lots of small things你可以看到,有很多小东西
128kind of hanging around那种徘徊在身边
129and occasionally one of those small things偶尔还有一件小事
130will crash into the center and merge with the larger object.将坠入中心,与更大的对象合并。
131And so we are slowly building up structure所以我们慢慢地建立起来
132that will eventually form today's Milky Way.最终将形成今天的银河
133This is the process of,这个过程
134it's called hierarchical galaxy formation.它被称为分级星系形成.
135That is small things merge这是小事合并
136to create bigger and bigger things.创造更大的东西。
137And so our Milky Way was made out of hundreds,因此我们的银河 是用数百块做的
138if not thousands of smaller galaxies.如果不是数千个小星系
139And so that same image, if I then show you where所以同样的图像,如果我再告诉你在哪里
140that image I showed you in the first slide is,我在第一个幻灯片上给你看的图像是,
141the stars in the Milky Way form银河系中的恒星
142kind of right in the center of this structure.这结构的正中央
143And then there's a prediction from this theory然后再从这个理论中预言
144that there should be hundreds, if not thousands应该有数百人,如果不是数千人
145of objects left over from this process此进程遗留的对象
146that are satellite galaxies, small galaxies卫星星系,小星系
147that haven't yet merged into the Milky Way's environment.还没有融入银河系的环境
148And here is where the problem lay.这就是问题所在。
149So this is now 10 years ago, 15 years ago,所以这是十年前,15年前,
150almost 20 years ago, we only knew of 11 satellite galaxies.大约20年前,我们只知道11个卫星星系。
151So this is around 2005.所以这是2005年左右。
152And if you had talked to me then,如果你当时跟我说话
153I would have said, oh yeah, only 11 galaxies我会说,只有11个星系
154maybe we're missing one or two, but definitely not more.也许我们缺一两个, 但绝对不会更多。
155And at the time, this was called very creatively在当时,这被称为非常有创意的
156the missing satellite problem.失踪的卫星问题
157That is we were predicting many satellites这就是我们预测许多卫星
158around the Milky Way, we only knew of a handful.在银河系周围,我们只知道一小撮。
159However, since 2005,然而,自2005年以来,
160the number of satellites has increased dramatically.卫星数量急剧增加。
161So here is a graph, a plot, this is as a function of time.这是图,图,这是时间的函数。
162So this is year on the bottom.因此,这是一年的底部。
163So this is a hundred years ago.这是一百年前的事了
164You can, and this is the number of satellites你可以,这就是卫星的数量
165known around the Milky Way.已知的银河系。
166And so here we are right here at 2005,因此,我们在这里 在2005年,
167you know, you kind of whatever.你知道,你有点像什么。
168And then all of a sudden something happened然后突然发生了一些事情
169and the number of galaxies shot up.和星系的数量 被击中。
170And then there was a little pause然后有一点点停顿
171and then another galaxy shot up again.然后另一个星系又被击中了
172At this point, and this plot is about half a year此时此刻,这个情节大约是半年
173out of date, there were just four more galaxies过时了,还有四个星系
174discovered in a paper last week.上周在报纸上发现的
175And so what's going on?所以这是怎么回事?
176Like why, first of all, how do we miss these things?比如为什么,首先,我们怎么错过这些东西呢?
177They were so important, how could we have missed them?他们是如此重要,我们怎么会错过他们呢?
178And what is happening that we are finding them now?我们现在找到他们了?
179So what we'll do is go through each of these所以,我们要做的是,通过每一个这些
180sort of three stages and explain how galaxies were found.并解释星系是如何被发现的
181So first of all, let's just talk about所以首先 让我们谈谈
182how galaxies were found before 2005.2005年之前如何发现星系.
183And so here is an, this is actual data of stars in the sky.这是关于天空中恒星的实际数据。
184This data is amazing.这个数据是惊人的。
185This is coming from the Gaia telescope.这是来自盖亚望远镜。
186It's a space telescope launched by the Europeans是欧洲人发射的太空望远镜
187looking at individual stars in the Milky Way.看着银河系中的单个恒星
188And what you can see are these two things right here.你可以看到的是这两件事。
189These are the two brightest satellites around the Milky Way.这是银河系周围最亮的两颗卫星
190These are the Magellanic clouds.这些是麦哲伦云
191If you are in the Southern hemisphere,如果你在南半球
192you can actually see these with your naked eye.你用肉眼就能看见这些
193So here is just a beautiful image.这里只是一个美丽的图像。
194I'm not even sure where this is from.我甚至不知道这是从哪里来的
195I think this is in Australia.我想这是在澳大利亚。
196These are two, the two galaxies here这里的两个星系
197are the Magellanic clouds.是麦哲伦云
198These are the two brightest galaxies,它们是两个最亮的星系,
199satellite galaxies around the Milky Way.环绕银河的卫星星系
200So they were found by visual searches.所以通过视觉搜索发现了它们.
201And in fact, the other nine galaxies事实上,其他九个星系
202that were found prior to 20052005年之前发现的
203were also found via visual searches.也通过视觉搜索找到。
204So these were found by photographic plates所以这些是用照相板找到的
205of people just looking through and scanning正在浏览和扫描的人
206for something that looked like a galaxy.对于一个看起来像一个星系的东西。
207And so here is an image for one of the more faint,所以这里有一个更昏暗的画面
208oops, sorry, one of the more faint galaxies对不起,星系比较微弱的一个
209found by visual searches.通过视觉搜索找到的。
210But when you look at it, you're like, oh yeah,但当你看着它,你喜欢,哦,是的,
211definitely a galaxy sitting right there.肯定有一个银河系坐在那里。
212And so that was the state of the art until 2005.这就是2005年前的艺术水平
213And what changed in 2005 was that we were able2005年的改变是,我们做到了
214to use digital cameras and digital images使用数码相机和数字图像
215to fully map the sky.以充分映射天空。
216And so the Sloan Digital Sky Survey was,因此,斯隆数字天空测量是,
217is still a collaboration of thousands of astronomers仍然与成千上万的天文学家合作
218across the whole world that have been mapping环绕着全世界
219the sky systematically.天空有计划。
220And we're able now to use different techniques现在我们可以使用不同的技术
221to find galaxies.寻找星系
222And so let's talk for a second about what I mean所以,让我们谈一下 关于我的意思
223by digital mapping.通过数字绘图。
224The technology and indeed the camera that's used技术,事实上是 使用的相机
225in digital mapping and basically all astronomy cameras在数字绘图和基本上所有天文学相机
226at this point is actually the same as in your phone.此时此刻 和手机里一样
227So, you know, in your camera phone, you have a detector.所以,你知道,在你的相机电话里, 你有一个探测器。
228It has a bunch of little plastic lenses有一堆塑料镜
229and there is a detector right there.那里有探测器
230It's very similar to what we use in astronomy.它与我们在天文学中使用的非常相似.
231There's one big difference is that in astronomy,天文学上有个很大的区别
232our detectors are just slightly bigger.我们的探测器有点大
233And so here is the Sloan Digital Sky Survey camera.这是斯隆数字天空测量摄像机。
234You know, it's about a foot wide,你知道,这是大约一英尺宽,
235which would be hard to put in your pocket.很难放进你的口袋里
236iPhone,最新的iPhone,我没有,
237but I looked it up is about 12 megapixels.但我查过了 大概有12兆像素
238The Sloan Digital Sky Survey camera is 120 megapixels,斯隆数字天空测量摄像机是120兆像素,
239but this was built in 1998, right?但这是1998年建造的,对吧?
240And so the technology is similar.因此技术是相似的。
241It's just on a different scale它只是在一个不同的尺度
242and it's also slightly more expensive.价格也稍高一点
243So the Sloan Digital Sky Survey surveyed most of the sky因此斯隆数字天空调查 调查了大部分天空
244and the part of the sky that it surveyed up until 2010和2010年前所调查的天空的一部分
245is in sort of grayish regions.在灰色的地区。
246And you can see the, what are these?你可以看到这些是什么?
247Maybe blue, light blue dots.也许蓝色,浅蓝色点。
248These are the galaxies that were found这些是被发现的星系
249in the Sloan Digital Sky Survey.在斯隆数字天空测量中。
250However, if I show you an image of these,但是,如果我给你看这些照片,
251you can't actually see the galaxy in this.你看不到银河系
252So let's kind of zoom in on this.所以,让我们有点放大。
253So this is an image of where a galaxy found这就是银河系发现的图像
254in the Sloan Digital Sky Survey is.在斯隆数字天空测量是。
255But the problem is that most of the bright things但问题是 大部分的亮点
256that you see in this image are actually foreground stars在图像中看到的其实是前景星
257in the Milky Way's disk.在银河系的磁盘。
258And so imagine we are looking through the disk想象一下我们在通过磁盘查看
259of the Milky Way out to a galaxy银河系到银河系
260a little bit farther past us.离我们更远一点
261Most of the bright stars are foreground stars大部分明亮的恒星都是前面的恒星
262and we can't tell the difference necessarily between these我們無法分辨這兩樣的區別
263just by an image, but what we can do只是一个图像, 但我们能做什么
264is digitally remove the foreground stars.数字化删除前景星。
265And so we can identify stars that are in the foreground这样我们就能辨别出前面的恒星
266based on their color and their brightness.基于他们的颜色和亮度。
267And if I remove those stars, this is what I see.如果我去掉那些星星,这就是我看到的。
268And so these are the same images,所以这些是相同的图像,
269except that I have removed the things惟我已解除一切,
270that I think are in the foreground in front of me.我认为是在前方 在我面前。
271So you can kind of see it, but definitely,这样你就能看出来,但绝对
272it would be hard to tell很难说
273without being able to do this digitally.却无法通过数字方式完成
274And so all of the galaxies that were found所以所有被发现的星系
275in this sort of blitz of activity在这种闪电活动中
276were found in the Sloan Digital Sky Survey.在斯隆数字天空调查中发现的
277So you can imagine if we have a little blip here所以,你可以想象 如果我们有一点点blip在这里
278and then there's another boost,然后还有另一个助推,
279this must be some kind of technology change.这一定是某种技术变革。
280And indeed, these galaxies between 2018 to 20事实上,这些星系在2018到20年间
281were found in the Dark Energy Camera Survey.在暗能量相机调查中发现的
282This is a camera that was installed,这是一个安装的相机,
283again, now about 10 years ago.也是,现在大约十年前。
284This camera had a huge detector, 520 megapixels,这台摄像机有一个巨大的探测器, 520兆像素,
285and the same kind of techniques和同样的技术
286where we digitally remove foreground stars数字化去除前景星
287did what happened in that survey.做了调查中发生的事
288The gray region here is the region这里的灰色区域就是这个区域
289that that survey has surveyed,调查已经调查,
290and we found a whole bunch more satellites.我们发现了一大堆卫星
291Now you know that there seem to be more red points,现在你知道,似乎有 更多的红色点,
292sort of like the density of red points is higher here有点像这里的红色点密度更高
293than in other regions.与其他区域相比。
294This survey was a little bit deeper.这一调查稍稍深入。
295It got images that were a little bit more sensitive.它的图像有些敏感。
296And so you can imagine now,现在你可以想象
297thinking about how many satellites想想有多少颗卫星
298should be around the Milky Way,应该就在银河系附近
299we can start to realize我们可以开始意识到
300that maybe they're regions of the sky we haven't surveyed,也许他们是天空的地区 我们还没有调查,
301maybe they're regions that we haven't gone deep enough.也许它们是我们不够深入的地区
302And so here coming back,所以这里回来,
303although we know of 60 satellites around the Milky Way,虽然我们知道银河系周围有60颗卫星
304we actually can do some corrections for our incompleteness.我们实际上可以做一些纠正 我们的不完整。
305And we think that there should be something我们认为应该有
306like 200 or 250 satellites around the Milky Way.就像银河系周围的200或250颗卫星
307We hope many of those will be found我们希望能够找到其中很多
308in the next couple of years.在接下来的几年里。
309There is a new telescope that will come online有一个新的望远镜会上线
310in the next couple of,在接下来的夫妇中,
311within the next year called the Rubin Observatory.在接下来的一年里 被称为鲁宾天文台
312The Rubin Observatory, excuse me,鲁宾天文台,对不起
313the Rubin Observatory has a 3.2 gigapixel camera.鲁宾天文台有一台3.2千兆像素相机.
314It will take not only a digital image of the full sky,不仅需要满天的数码影像
315it will take a digital image of the full sky它将需要一个数字的 整个天空的图像
316every two days over 10 years.每两天一次 10年。
317And so we'll actually have a digital movie of the sky.因此,我们实际上将会有一部关于天空的数字电影。
318So we're really excited about that.我们对此非常兴奋。
319I just was looking at my email this morning今天早上我刚看邮件
320and the camera, this 3.2 gigapixel camera和相机,这个3.2千兆像素相机
321is just about to go online马上就要上网了
322to be placed in the telescope itself,放在望远镜上,
323which is really exciting.这真的很令人兴奋。
324So this is how these objects were found.这就是这些物体的发现方式。
325However, from just images,然而,从图像来看,
326these are candidate galaxies.这些是候选星系。
327And so you can see here,所以,你可以看到这里,
328there's red dots and open circles.有红点和开圆.
329And so it says confirmed versus candidate.上面写着确认候选人
330When we do this search for these galaxies,当我们搜索这些星系时,
331we call them candidate galaxies.我们称之为候选星系。
332So here you might say, well, look,所以在这里,你可以说, 好吧,你看,
333you have a bunch of stars.你有一堆星星。 。 。
334They seem to be in the same place in the sky,他们似乎在天空的同一位置,
335but how do you know this isn't just random?你怎么知道这不仅仅是随机的?
336That is, there aren't stars that,也就是说,没有星星,
337they just happen to be moving all over the place他们只是碰巧到处移动
338and you just caught them at a very special time你却在非常特殊的时刻抓住他们
339when they all happen to be near each other.当他们都碰巧 彼此接近。
340And if you waited a little while,如果你再等一会儿,
341maybe they would move and disperse.也许他们会移动和分散。
342And so the answer,因此,答案是,
343and this is really where most of my group's work is focused,这正是我集团大部分工作的重点
344is we need to measure the velocity我们需要测量速度
345or the speed of these stars to figure out,或这些恒星的计算速度,
346first of all, do they all have the same speed?首先,他们都有同样的速度吗?
347That is, are they all gravitationally也就是说,他们都是引力
348associated with each other?互相牵扯?
349And as a bonus,作为奖金
350we can actually figure out the mass of those galaxy,我们实际上可以找出这些银河系的质量,
351of that galaxy by looking at the relative speed of stars.通过观察恒星的相对速度
352So let's kind of talk about that我们来谈谈
353in a little bit more detail.更详细一点
354So let me explain why we need to get the speed of stars让我来解释为什么我们需要 获得恒星的速度
355in order to tell if it's associated.以辨其有无关联.
356And I'll try and do this with a cartoon.我会试着用漫画来做这个。
357I think this works okay,我觉得这行得通
358but hopefully I'll be able to explain it slowly.但愿我能慢慢解释
359So here, imagine that we are sitting on earth在这里,想象一下我们坐在人间
360and we are in the Milky Way.我们在银河系
361So here we are,所以,我们在这里,
362let's say the sun is right here in the Milky Way.假设太阳就在银河系里
363And we are looking through the Milky Way我们在银河中寻找
364out to let's say this galaxy, which we call Segway 1.说到这个星系 我们称之为Segway 1
365The name of galaxies, it's really a terrible convention.星系的名称, 这真的是一个可怕的会议。
366So Segway is the name of the survey所以Segway是调查的名称
367that the galaxy was originally found in.银河系最初被发现
368So the survey was called Segway.于是调查名为塞格威.
369So here we are,所以,我们在这里,
370we're looking through the Milky Way我们正在银河中寻找
371to stars in this galaxy.到这个星系中的恒星。
372And so here are, let's say the sun is here.因此,这里,让我们假设太阳在这里。
373We look through the Milky Way's disk out to a dwarf galaxy,我们从银河系的磁盘中看到一个矮星系
374out to a small galaxy,到一个小星系,
375which has a collection of stars here.里面有一堆星星
376And so you imagine,所以,你想象着,
377we're looking through the Milky Way我们正在银河中寻找
378to stars that are in this galaxy.到这个星系中的恒星
379And if we get an image,如果我们得到一个图像,
380we just get an image of a bunch of these stars.我们只看到一帮星星的画面
381Maybe one or two are actually stars in the Milky Way's disk.也许一两颗是银河系的恒星
382Maybe a handful are stars in the galaxy,也许是银河系的星星
383but from the image alone,但仅凭这幅画,
384we can't tell which star is which.我们不知道哪颗星星是哪颗
385However, the stars in the Milky Way然而,银河中的星星
386are moving altogether around the Milky Way itself.整个银河系都在移动
387So the stars are all moving with one speed.所以星星都以一个速度移动
388The dwarf galaxy, so let's call that yellow.矮星系,让我们叫黄色。
389So they're all moving with this yellow speed.所以他们都以这种黄色的速度移动.
390The dwarf galaxy is moving in a different direction矮星系正在向另一个方向移动
391and all those stars are moving in a direction所有恒星都在朝一个方向移动
392and we'll say that's the red direction.我们说这就是红色的方向。
393And so if I take an image, I can't tell,所以如果我拍个像,我看不出来
394but if I get able to measure the speed但如果我能测量速度
395of each of these stars,每一颗恒星,
396then instead of the image, I can get a velocity, a speed.而不是图像,我可以得到速度,速度。
397And now it's really obvious, right?现在它真的很明显,对不对?
398I have some yellow stars.我有黄色的星星。
399Oh, those must be in the foreground.哦,这些一定是在前方。
400I have some red stars.我有红星
401Those must be part of the galaxy.这些一定是银河系的一部分
402And if they're all moving with the same speed,如果他们都以同样的速度前进
403those stars in the dwarf galaxy are moving together.矮星系的恒星在移动
404And so they must be associated with each other.所以他们必须互相联系。
405So now the next question is,现在下一个问题是,
406okay, how do you measure the speed of a star?好吧,你怎么测量恒星的速度?
407How do you measure the velocity of a star?如何测量恒星的速度?
408And to do that, we need to get the spectrum,要做到这一点,我们需要得到光谱,
409a spectrum of a star.恒星的光谱。
410So here is a spectrum.这里有一个光谱。
411When I say spectrum,当我说光谱,
412what I mean is just take the light of the star,我的意思是只是拿 星星的光,
413let it go through, let's say a prism or a grating让它通过,让我们说 棱镜或咆哮
414that disperses the light as a function of wavelength.将光作为波长的函数
415And you'll notice here that you have a very beautiful rainbow.你会发现这里的彩虹很漂亮
416So I've split the stars on light from red out to green,所以我把星光从红到绿
417red, purple, and you'll notice these dark lines.红色,紫色,你会注意到这些暗线。
418These dark lines are due to chemical elements,这些暗线是化学元素造成的
419different chemical elements in the atmosphere of the star.恒星大气层中不同的化学元素.
420And because the chemicals and atoms and molecules因为化学物质 原子和分子
421are quantized, they steal light被量化,他们偷光
422at very specific points in the spectrum,在谱系中非常具体的地方,
423it's very specific points in wavelength.它的波长非常具体
424These different lines, we know exactly where they should be这些不同的线,我们知道它们应该在哪里
425and we know exactly what wavelength they should be.我们完全知道它们应该是什么波长。
426When a star is moving,当恒星移动的时候,
427those stars are all gonna be shifted那些星星都会被转移
428at the same way in the same way.以同样的方式。
429This is a Doppler shift.这是多普勒的班
430So all the stars are, the star is moving,所以,所有的星星是, 星星在移动,
431all the lines will be shifted in the same direction所有线路都往同一方向转
432and we can measure a velocity for that particular star.我们可以测量恒星的速度
433So this pattern of line shifts as the star is moving所以随着恒星的移动,这种线状变化
434and we can tell whether it's moving away for us我们能分辨它是否为我们而消失
435or towards us, this is a Doppler shift.或对我们来说,这是多普勒的转变。
436And so that is all the stars are moving,如此,所有恒星都在移动,
437all the lines are moving because the star is moving.所有线路都在移动 因为星星在移动
438And so we can figure out the velocity这样我们就能找出速度
439of each one of these stars by getting a spectrum.每个恒星的光谱。
440So we can tell if this is a random collection这样我们就能分辨这是不是随机收集
441or not by measuring the speed.或者不是通过测量速度。
442So really, let me change that to say,所以,真的,让我改变 说,
443we'll get the spectrum of each star.我们会得到每个恒星的光谱。
444And so in order to do this, we need to go to a telescope因此,为了做到这一点, 我们需要去望远镜
445to get a spectrum of a star.以获得恒星的光谱。
446I am super lucky at Yale, I am able to have access在耶鲁我非常幸运,我可以进入
447to a fantastic telescope in order to measure spectra.以测量光谱。
448So the Keck 10 meter telescope in Hawaii夏威夷的凯克10米望远镜
449is the biggest optical telescope in the world.是世界上最大的光学望远镜
450Yale has access to 20 nights per year on this telescope.耶鲁每年可以通过这台望远镜进入20晚.
451I, as director of telescopes, we write proposals,我,作为望远镜的主管, 我们写提案,
452so everyone at Yale is allowed to write a proposal所以耶鲁大学的每个人都可以写提案
453to get time on this telescope.以获得时间 在望远镜上。
454I often will get a night or two per year on this telescope.我经常会得到一两个晚上 每年在这个望远镜上。
455Each of those nights, I just work really hard每一晚,我都会努力工作
456for about a month before in order to schedule大约一个月前,为了安排
457exactly every minute of that time for that night.正好是那个晚上的每分钟
458Usually, I will control the telescope from New Haven,通常,我会控制 望远镜从纽黑文,
459so I'll do it remotely.所以我会远程做
460Once in a while, I can go out to Hawaii to do things there,偶尔,我可以去夏威夷做一些事情,
461but most of it's done remotely.但大部分都是远程完成的
462So what I do is that one night per year,所以我每年做一个晚上
463I will get spectra of individual stars我会得到每个恒星的光谱
464in these candidate galaxies在这些候选星系中
465and search for these absorption lines in the spectrum.并寻找这些吸收线的光谱。
466So here is a little piece of data.这是一个小数据。
467I not only get one spectrum per time,我不仅每次得到一个光谱,
468I usually get 100 spectra per exposure per observation.我通常每次观测都得到100个光谱.
469And so what you're looking at here,所以,你在这里看到的,
470each one of these vertical lines is a spectrum of a star.每个垂直线都是恒星的光谱。
471All these other horizontal lines that look kind of annoying所有这些横向线看起来有点烦人
472are lines from the atmosphere itself.是大气本身的线条
473So our atmosphere is glowing所以我们的大气在发光
474and it glows at particular wavelengths.它在特定的波长下发光
475I have a lot of software that I've written我写了很多软件
476to get rid of those lines.以摆脱那些线条。
477And so here, if I thought the brightness of the line所以在这里,如果我想到 线的亮度
478going up in this direction,朝这个方向前进,
479here the black and red lines are a little bit of that data.这里的黑线和红线是数据的一部分。
480And these dips in that line, those three dips,这条线上的这些水泡,那三个水泡,
481are dark lines due to a particular chemical element.是某一化学元素引起的暗线。
482In this case, these are three lines from calcium.在这种情况下,这些是来自钙的三行.
483And those lines are shifted just slightly而那些线只是略微改变
484from where I would have expected them从我期待的地方
485if they were not moving.如果他们不动。
486And so what I'm able to do is measure their velocity.所以我能做的就是测量它们的速度。
487And so here I come back to my image.所以我回到我的形象。
488I can now measure the velocity of those stars.我现在可以测量这些恒星的速度。
489And as a bonus, if I can measure the relative velocities作为奖金,如果我能衡量相对速度
490of those stars, I can measure the mass of this galaxy.我可以测量这个星系的质量
491Okay, so let's talk about that.好吧,让我们谈谈。
492So here is a little plot.这里有一个小阴谋。
493I've got the velocity of each individual star我有每个恒星的速度
494in this image.在这个图像中。
495So most of the stars that are in the Milky Way,所以大多数银河系的恒星
496they have a velocity that's very similar to the sun.它们的速度与太阳非常相似.
497So a star that's in the Milky Way银河系的恒星
498would be moving with the sun.将会随太阳而移动
499And so it wouldn't have much of a relative difference这样它就不会有什么相对的不同
500in how much it's moving.它在移动多少。
501So we think these stars between zero, zero因此,我们认为这些恒星在0,0之间
502and about a hundred kilometers a second大约一百公里一秒
503are associated with the Milky Way.和银河系有关
504And then all of a sudden we have this huge spike of stars然后突然间我们有了一大堆星星
505at a velocity that's well beyond速度远远超出
506what the Milky Way stars should have.银河系的星星应该有的
507They all have very similar velocity.它们的速度都非常相似。
508So they are all moving together with the same velocity.所以它们都以同样的速度移动。
509And from the width of this distribution,从这个分布的宽度来看,
510from the change in different velocities here,从不同速度的变化,
511I can measure the mass of that galaxy.我可以测量那个星系的质量。
512So you can imagine if a galaxy was really massive,所以你可以想象 如果一个银河系真的很大,
513the stars would be moving with some relative motion.恒星会随着相对运动而移动
514If they're moving really fast,如果他们移动得真快
515there has to be mass that's kind of holding them together.一定有质量 那种把它们粘在一起。
516If the stars are moving a little bit slower,如果星星移动得慢一点
517that means there isn't as much mass to hold them together.这意味着没有那么多的质量来支撑它们在一起。
518If there was a lot of mass,如果有很多质量,
519the stars would fly off in a different direction.星星会飞向另一个方向
520And so we can measure the mass, the dynamical mass,这样我们可以测量质量,动态质量,
521that is the mass that I infer from how fast the stars这是我从星宿的速率中推断出来的质量。
522are moving relative to each other.互相移动
523And the crazy thing, so those are the Milky Way stars,和疯狂的事情, 所以那些是银河恒星,
524the relative mass, the relative velocity of stars相对质量,恒星的相对速度
525is proportional to its total mass.与总质量成正比。
526The crazy thing here is that the mass I measure疯狂的是,我测量的质量
527from the relative motion is fairly high从相对运动的高度相当高
528in comparison to the mass that I actually see.和我所看到的质量相比
529That is, I can go and say, all right,那就是,我可以说,好吧,
530I see how many stars are in this image.我见此像中有多少星.
531I know roughly how much mass a particular star has.我知道一个恒星有多少质量
532I'll make some correction for the stars我会做一些修正 星星
533that are probably too faint.可能太虚弱了
534I'll maybe make some other correction我可能会做一些其他的更正
535for like a little bit of gas or dust就像一点点的气体或灰尘
536in that object.在那个物体。
537Even with all of those corrections,即使所有这些更正,
538the amount of mass that I infer我推断的质量量
539from this velocity distribution is about 10 times higher从这个速度分布 大约10倍
540than all of the mass that I see in stars.比我在星星上看到的所有质量
541Another way to say that is that this galaxy另一种说法是这个星系
542seems to have a lot of mass that I don't see.似乎有很多质量,我没有看到。
543That is, there's a lot of mass that is dark,也就是说,有很多质量是黑暗的,
544that is segue one seems to have a lot of dark matter.似乎有很多暗物质
545And at this moment, when I say dark matter,而此时此刻 当我说暗物质
546I literally just mean mass that I can't see.我是指我看不见的质量
547There are other observations还有其他意见
548that suggest that this mass is weird这说明这个质量是奇怪的
549and isn't made out of the normal stuff而不是用普通的东西做的
550that we sort of interact with every day.我们每天都在交往
551That's a subject for a different talk.这是另一个话题
552But it turns out that almost every galaxy但发现几乎每个星系
553that I do this exercise,我做这个练习,
554that is I go and I measure the mass of the stars and gas那就是我走了,我测量了恒星和气体的质量
555and I compare that to the mass that I infer我将它与我推断出来的质量相比较
556from the stars moving around.从星宿中转动,
557Every time I do that in almost every galaxy,每次我在几乎每个星系里都这样做
558I seem to have evidence for a lot of dark matter我似乎有很多暗物质的证据
559in these objects.在这些对象中。
560Indeed, in the Milky Way,在银河中,
561we see that about 90% of the total mass of the Milky Way银河系总质量的90%
562is in this dark matter.是在这个暗物质。
563It's in something that we can't see.是在我们看不到的东西。
564These faintest really low mass galaxies,这些最微弱的质量极低的星系,
565these satellites that we're just finding我们刚刚发现的卫星
566are interesting because their mass is completely dominated很有趣 因为他们的质地完全被控制
567by mass that we don't see.以我们看不见的质量表示。
568Only about 0.1% of the mass is from stars只有0.1%的质量来自恒星
569and luminous things that we can actually see.和光亮的东西,我们实际上可以看到。
570And so these make them incredibly interesting places因此,这些使得它们 令人难以置信有趣的地方
571to study dark matter研究暗物质
572and to try and understand the nature of dark matter.尝试了解暗物质的性质
573And so that's something we're doing quite a bit of.这就是我们做的很多事情。
574Coming back to this image I showed you earlier,回到我之前给你看的这个画面
575these newest galaxies seem to be easing这些最新的星系似乎在放松
576this missing satellites.这颗卫星不见了
577That is, we seem to now find enough satellites也就是说,我们现在似乎找到足够的卫星
578that it agrees with the predictions that I showed you它同意我给你的预测
579from the very beginning of the talk.从谈话开始
580We can also use these galaxies我们也可以利用这些星系
581to try and start understanding尝试并开始理解
582the nature of dark matter as well.还有暗物质的性质
583One of the last kind of point that I'll talk about我要说的最后一点
584is we can study these galaxies我们可以研究这些星系
585using other types of telescopes使用其他类型的望远镜
586and try and understand the properties of these objects.并尝试了解这些对象的属性。
587So using the James Webb Space Telescope,使用詹姆斯·韦伯太空望远镜
588we can point James Webb at one of these low mass galaxies我们可以把詹姆斯·韦伯指向这些低质量星系之一
589and try and start to understand the properties并尝试并开始理解属性
590of these newly discovered satellites.这些新发现的卫星。
591And indeed, I'm on a team,事实上,我是一个团队,
592it's called one of the early release science teams.它被称为早期发布科学团队之一.
593We were able to get data from James Webb.我们从詹姆斯·韦伯那里得到了数据
594We've actually proposed many years我们实际上已经提议了很多年了
595before the launch of the telescope.在望远镜发射之前
596And in fact, so here is a little log事实上,这里有个小日志
597of when data was taken.数据采集时间。
598This line right here is one of the newest Milky Way satellites.这里的这条线是最新的银河卫星之一。
599It was taken on July 3rd.7月3日拍摄.
600This was almost the very first science data这几乎是第一个科学数据
601taken with the James Webb Space Telescope.与詹姆斯·韦伯太空望远镜。
602So one of these super faint new galaxies around the Milky Way银河系周围的 超级微弱的新星系之一
603was one of the first science targets是首批科学目标之一
604for the James Webb Space Telescope.詹姆斯·韦伯太空望远镜
605What we are hoping to learn is we will measure stars我们想要学的就是测量恒星
606that are really, really faint in this galaxy.在银河系里非常的昏暗
607We're trying to understand when the stars我们试图理解 当星星
608in those galaxies were formed在这些星系中形成
609and what their chemical compositions are.他们的化学成分是什么
610And so, oops, I switched slides around.于是,OOS,我换了幻灯片。
611Let me switch that there.让我换一下
612Don't look at that, come back this way.不要看,回来这边。
613So this is an image from James Webb这是詹姆斯·韦伯的图像
614of that ultra faint galaxy.超微弱的星系
615So of one of the new Milky Way satellites here,银河系新卫星之一
616most of the things that you see if you zoom into this大部分你看到的东西 如果你放大到这里
617are actually background galaxies.实际上是背景星系。
618So this orange thing here and orange thing there,橙色的东西在这里,橙色的东西在那里,
619those are background galaxies.这些是背景星系。
620And if you zoom in really, really close而且如果你放大 真正,非常接近
621and this image is actually up on Twitter,这张照片实际上在Twitter上,
622there's where I got this from.这是我从哪里得到的。
623There are a bunch of small dots in here这里有很多小点
624and those are the stars in this faint galaxy.这些是银河系中的恒星。
625The data will allow us to learn when these stars formed.数据可以让我们了解这些恒星形成的时间。
626My early analysis, it looks like these are formed,我的早期分析 看起来像这些是形成的
627the stars were formed at the very beginning of the universe恒星形成于宇宙的开始
628and were able to measure并且能够测量,
629their chemical compositions as well.他们的化学成分。
630So really, really exciting stuff.所以,真的,真的很刺激的东西。
631One of the things I said I would mention is that我说我要提到的一件事就是
632I was actually in the control room doing this analysis我当时在控制室做这个分析
633or I was doing the analysis on a floor above.或者我在楼上做分析
634The James Webb Space Telescope is controlled詹姆斯·韦伯太空望远镜被控制
635from a building in Baltimore巴尔的摩的一座建筑
636just off of the Johns Hopkins campus.刚离开约翰霍普金斯校园
637You're not allowed on the floor不许你趴在地上
638where they actually control the telescope他们实际上控制了望远镜
639without a lot of permissions.没有太多权限
640And so although I was working on the floor above,所以,虽然我在楼上工作,
641usually I can't get into this room.通常我不能进入这个房间。
642We got permission to go down into the control room我们得到了进入控制室的许可
643and so this is what it looks like.这就是它的样子。
644It's a whole bunch of computer screens as you would expect.这是一大堆电脑屏幕 如你所料。
645We actually aren't allowed into the region我们实际上不允许进入这个地区
646where the computer screens are,电脑屏幕在哪里,
647but we were able to see it, which was super exciting.但是我们可以看到它, 这非常令人兴奋。
648And I'm happy to answer questions我很乐意回答问题
649about that visit was quite fun.关于那次访问,很有趣。
650And so we're gonna be able to learn a whole bunch所以我们可以学一整群
651about these ultra faint galaxies关于这些超微弱的星系
652from the James Webb Space Telescope.来自詹姆斯·韦伯太空望远镜
653I'm actually gonna wrap up a little early,其实我要早点结束
654but I wanna take the questions但我想接受问题
655and answer some questions as well.也回答一些问题。
656So let me kind of summarize what I've said让我总结一下我说的话
657and then take some questions.然后问几个问题
658So we have discovered a whole bunch所以我们发现了一大堆
659of new satellites around the Milky Way.银河系周围的新卫星
660We've gone from just 11 satellites up to 60,我们从11颗卫星到60颗卫星
661but now we know that that 60 isn't complete.但是现在我们知道那60个还没完成
662And we think there are probably 200 to 300 galaxies我们认为可能有200到300个星系
663that are around the Milky Way环绕银河
664that are waiting for us to be discovered.等待我们被发现
665The satellites have been discovered这些卫星被发现了
666due to improved technology.由于技术的改进。
667So due to digital imaging所以,由于数字成像
668and larger and larger digital cameras,和更大的数码相机,
669we're able to find these new galaxies.我们找到了这些新的星系
670The new galaxies, if we go and follow them up using spectra,新的星系,如果我们用光谱跟踪它们,
671we're able to constrain the mass of these objects我们能控制这些物体的质量
672and we're able to use them我们能使用它们
673to constrain the nature of dark matter.限制暗物质的性质。
674The James Webb Space Telescope is now starting to point詹姆斯·韦伯太空望远镜现在开始定位
675at some of these new galaxies.在一些新的星系。
676And we'll be able to not only get better views我们不仅可以得到更好的观点
677of these faint systems,这些微弱的系统,
678be able to understand when stars were formed能够理解恒星的形成
679and the ages and chemical compositions of those stars.这些恒星的年代和化学成分
680And so a couple of places, if you want to learn more如果你想多学点东西的话,就找几个地方
681about sort of all these different issues,关于所有这些不同的问题,
682the astronomy picture of the day is a great place今天的天文图画是一个伟大的地方
683to just go and see awesome images across all of astronomy.去看所有天文学的精彩画面
684If you want to get a little bit higher level,如果你想再高一点
685Astrobites是一个伟大的地方。
686These are undergraduate students他们是本科生
687who write public explanations of professional papers专业论文的公开解释;
688that are being published.现予公布。
689And so there'll be a paper published on something.会有一篇论文发表在某方面。
690It will be sort of translated一定能翻译出来
691for a general audience on this site.供一般观众在这个网站。
692And so this is a great place to sort of keep up因此,这是一个伟大的地方 排序跟上
693on the professional literature专业文献
694in a way that is sort of more understandable.以一种更能理解的方式
695And so let me pause there, stop there,让我暂停一下,停下来
696and I'm super happy to take questions.我非常乐意回答问题
697Great, thank you so much.太好了,非常感谢。
698What a fascinating talk and I've learned so much多么迷人的谈话 我学到了很多
699and thank you for being able to translate it for us谢谢你能为我们翻译
700into general public understandable language.成为通俗易懂的语言。
701So anybody that has questions,所以任何有疑问的人
702feel free to either enter it in the chat box可以在聊天框中任意输入
703or raise your hand.或者举起手来
704And I would love to call on some people我很想打电话给一些人
705so that we can have some interaction going with,这样我们就可以进行一些互动,
706between the audience and professor.观众和教授之间
707I do see a direct message that I can read and then answer.我确实看到一个直接的信息,我可以阅读,然后回答。
708And so the question was,所以问题在于,
709this is a physics student who learned about resolution.这位是物理系的学生 他了解解析度
710And so trying to understand所以试图理解
711whether or not a galaxy is resolved or not.一个星系是否解决。
712And when you can tell it, it's a real galaxy.当你能说出来,它是一个真正的星系。
713So we're talking about spatial resolution.所以我们在谈论空间分辨率。
714That is how fine in an image you can actually see.这就是你可以看到的图像的精细。
715The galaxies around our Milky Way我们银河周围的星系
716and out to just kind of the local universe,并且只是 那种局部的宇宙,
717we're able to resolve those galaxies into individual stars.我们可以把星系分解成单个恒星
718And that's actually where we can do a lot of science.这正是我们可以做很多科学的地方。
719So by resolving a galaxy individual stars,因此,通过解析一个星系个体恒星,
720we can measure the motion of those individual stars.我们可以测量这些个体恒星的运动。
721We can measure their compositions我们可以测量他们的构成
722out beyond sort of the very local universe.超越了本地的宇宙
723Kind of our spatial resolution means我们的空间分辨率意味着
724that the galaxy is kind of all motioned to one.银河系已经移动到一个了
725And so as you go out,当你出去的时候
726you can start to not resolve stars in those galaxies.你无法在星系中解析恒星
727And so then you can still learn something about the galaxy.这样你才能了解银河系
728You can kind of learn what the overall composition is.你可以知道总体构成是什么。
729You can learn what the overall mass is,你可以知道整体质量是什么
730but you can't learn quite as much as the resolved galaxies但是,你无法学习 相当多解析星系
731that we see in the Milky Way.我们在银河系中看到的
732And so part of the reason we're super excited所以部分原因 我们超级兴奋
733about James Webb is that it has fantastic spatial resolution.关于詹姆斯·韦伯, 它有惊人的空间分辨率。
734It will allow us to see individual stars它能让我们看到个别的恒星
735about a factor of 10 farther out in the universe.在宇宙中还有10个因素
736So now we have a much larger volume现在我们的体积要大得多
737where we can measure individual stars在那里我们可以测量单个恒星
738and do the same science that we've been doing并做同样的科学 我们一直在做
739so far in the Milky Way.目前银河系
740It will also allow us to see unresolved galaxies它也会让我们看到尚未解决的星系
741out to much farther distances as well.距离也很远
742And so the James Webb will allow us to see galaxies,所以詹姆斯·韦伯会让我们看到星系
743unresolved galaxies,未解决的星系,
744out to almost the very beginning of the universe.几乎是宇宙的开始
745And we're really excited about that as well.我们对此也很兴奋。
746So that's a really good question.这是一个非常好的问题。
747And again, as technology gets better,再说一遍,随着科技的改进
748we'll be able to get better and better spatial resolution.我们能得到更好的空间分辨率
749Another comparison, here's another good question,另一个比较,这是另一个好的问题,
750is asking the difference between the James Webb问詹姆斯·韦伯的区别
751Space Telescope and the Hubble Space Telescope.空间望远镜和哈勃空间望远镜.
752And actually it comes down to resolution.事实上,它降格为分辨率。
753So the Hubble Space Telescope所以哈勃太空望远镜
754is a 2.4 meter primary mirror.是2.4米的主镜。
755James Webb is an eight meter primary mirror.詹姆斯·韦伯(James Webb)是一面8米的主镜.
756And the size of the mirror actually directly,而镜子的大小实际上直接,
757it's directly related to the spatial resolution.它与空间分辨率直接相关.
758So the larger the primary mirror,所以主镜越大
759the finer a spatial resolution you can get.空间分辨率越细。
760And so the Hubble Space Telescope哈勃太空望远镜
761has a particular spatial resolution.具有特定的空间分辨率。
762The James Webb Space Telescope has a factor詹姆斯·韦伯太空望远镜有一个因素
763of several better spatial resolution.具有更好的空间分辨率。
764And so we'll be able to do just that much better job.这样我们就能做得更好
765So not only does that larger mirror不仅那面更大的镜子
766allow you to collect more light,让你收集更多的光,
767it also allows you to see finer detail in the image itself.也可以让您看到图像本身的细微细节。
768And so the difference between two meters and eight meters所以两米和八米的区别
769is just, it's gonna be really exciting.只是,它会是 真的很刺激。
770Anybody wanna raise their hand谁想举起手来
771and ask a question directly?直接问一个问题吗?
772Ah, yeah, this is a great question.啊,是的,这是一个伟大的问题。
773So there are the giant telescope所以有巨大的望远镜
774that's in the Southwest of China, that's called FAST.这在中国的西南部, 叫做FAST。
775And that is amazing.这是惊人的。
776So that is a radio telescope.那是个射电望远镜。
777And it's, I think, holy cow,我认为,这是,神圣的牛,
778I think it's 500 meters across.我认为它有500米的跨度。
779So like totally different scale.所以像完全不同的尺度。
780It is a radio telescope where is the Hubble这是射电望远镜 哈勃在哪里
781and everything that I talked about in this talk和我在这场演讲中谈到的一切
782is mostly focusing on optical.主要是光学
783So what we see with our eyes or out to the infrared.所以,我们用我们的眼睛看到 或走出红外线。
784So just slightly redder than what we see.所以比我们看到的略微红一些。
785The techniques, sort of the technology that you use你使用的技术
786to study optical and infrared are just a bit different光学和红外线研究只是有点不同
787than what you do to study radio.而不是你研究无线电的方法
788So the FAST telescope is a radio telescope.因此FAST望远镜是射电望远镜.
789What you get with radio telescopes,你得到的无线电望远镜,
790usually there's a lot of different cool science通常有很多不同的酷科学
791you can do with radio telescopes.你可以使用射电望远镜。
792One of the things that FAST will be able to doFAST能够做的一件事
793is to measure gas.是测量气体。
794So hydrogen gas in galaxies.银河系中的氢气
795So from optical, you can kind of see gas所以从光学上看,你可以看到气体
796but you can't really map how fast it's moving.但你不能真正地绘制它移动的速度。
797The FAST telescope will be able to map gas in galaxies.FAST望远镜将能够映射星系中的气体.
798You can also measure things like pulsars and neutron stars也可以测量脉冲星和中子星
799and do a lot of super cool science there.并做很多超级酷的科学在那里。
800And so that telescope is going to be amazing望远镜会很棒
801and some early results look really cool.一些早期的结果看起来真的很酷。
802The ultra faint galaxies around the Milky Way银河系周围的超微弱星系
803don't have any gas and they don't seem to have没有汽油,他们似乎没有
804very many pulsars or other things that emit radio waves.很多脉冲星或其他能发出无线电波的东西
805And so I don't think FAST will be a big player所以我不认为FAST会是一个大角色
806in this particular subject, but for other things但对于其他问题
807like studying the Milky Way and studying galaxies比如研究银河 研究星系
808that do have gas, it really is gonna be pretty awesome.那确实有汽油, 它真的会是相当真棒。
809But that's a great question.但是,这是一个伟大的问题。
810Anybody else have questions?还有谁有问题吗?
811Feel free to just keep them coming either in the chat box.让他们留在聊天盒里吧
812Oh my gosh.天呐
813Suggestions on how to get a seven-year entrance in space.关于如何在空间获得七年入口的建议.
814So I have to say my seven-year-old所以我得说我的七岁小孩
815doesn't care about it at all.一点都不在乎
816He's like, oh yeah, that's what mom does.他就像,哦,是啊, 这是妈妈做的。
817And he's totally not interested in which,他完全不感兴趣,
818I think that's exactly what you do with your parents.我想这正是你对你父母做的事
819Let's see, there are so many cool videos online.让我们看看,网上有这么多很酷的视频。
820Where are ones that we watch?我们看的呢?
821I'm trying to think.我试图思考。
822There's some neat videos.有一些精致的视频。
823StoryBots is one of our favorites right now.故事包是我们最喜欢的之一 现在。
824It's a really great science program.这是一个非常伟大的科学计划。
825But yeah, I don't know, getting online.但是,是的,我不知道, 上线。
826I wish I had a really quick answer for you,我希望我有一个非常快的答案给你,
827but I don't have a really good answer但我没有很好的答案
828for getting kids into space.让孩子们进入太空
829I have to say how I got into it,我不得不说,我是如何进入它,
830I think I was something like seven actually.我觉得我其实是七岁
831And I saw on TV, I saw one of the space shuttle launches我在电视上看到 航天飞机的发射
832that gives you a sense of how old I am.让你知道我多大了
833And I just, I love the idea of things being launched而我只是,我喜欢被推出的东西的想法
834into space and it was something that just stuck in my head.进入太空时,我脑子里就想着一样东西
835And so as I got older, I wanted to study it more and more.当我长大了,我想研究它。
836And so right now I'm actually teaching所以,现在我实际上教
837a gigantic classic at Yale.耶鲁大学的经典
838It's actually for non-science majors.其实是用于非科学专业的.
839We just wrapped up, we study rocket science.我们刚整理好 研究火箭科学
840And so for the last couple of weeks,所以在过去的几周里
841we've been talking about how you send rockets into space.我们一直在谈论你如何将火箭送入太空
842What are the satellites and how you use satellites in space?卫星是什么 如何在太空使用卫星?
843Their homework assignment, which is due next Tuesday,他们的作业任务, 下星期二,
844is to write a proposal for a new satellite to launch写一份新卫星发射提案
845that orbits earth.环绕地球
846And so whether that's for science and astronomy所以这是否适用于科学和天文学
847or to do something sort of more earthbound.或者做一些更土生土长的事
848And we've just started on Thursday, no, sorry,我们周四才刚开始 抱歉
849on Tuesday's lecture yesterday,昨天星期二的讲座
850we started learning about black holes.我们开始了解黑洞
851And so the next couple of weeks we'll do black holes所以接下来的几周 我们做黑洞
852and then we'll move on to talking about exoplanets.然后我们再谈外行星
853And so trying to get the non-science majors into science,所以想让非科学专业进入科学领域
854hopefully I'm doing an okay job there.希望我的工作还不错
855Well, I suspect that there will be a lot of increase我怀疑会增加很多
856in science in China in the next couple of years在接下来的几年里,中国的科技
857because of all that's been going on.因为一直以来的一切。
858For sure, and in fact, it's funny,当然,事实上,这很有趣,
859I have a telecon tomorrow with folks at Tsinghua我明天在清华跟大家有电话
860to there's a new satellite that they're just trying他们正在尝试一个新的卫星
861{\fn黑体\fs22\bord1\shad0\3aHBE\4aH00\fscx67\fscy66\2cHFFFFFF\3cH808080}有点像发展任务概念
862So it's a brainstorming telecon tomorrow所以明天是集思广益会
863to sort of start thinking about this particular satellite开始思考这个卫星
864and the science that it could do.以及它能做的科学
865So I'm excited to hear a little bit more about the ideas所以,我很高兴听到更多 关于想法
866and to brainstorm a little bit with folks there.和大家一起集思广益
867Amazing, yeah.厉害,是的。
868We've got a couple more questions in the chat box.聊天盒里还有几个问题
869Awesome, black holes,伟大的,黑洞,
870everyone gets excited about black holes.大家都对黑洞很兴奋
871Let's see, so a couple of questions I see.让我看看,我看到了几个问题。
872So what is the biggest black hole we have ever found?我们发现的最大黑洞是什么?
873So the biggest black, so black holes come in two varieties.所以最大的黑,黑洞分两个品种。
874There are massive black holes that are found发现了巨大的黑洞
875only in the centers of galaxies.只有在星系的中心。
876And then there are black holes that are roughly还有黑洞,大概是
877the mass of our sun or so.我们太阳的质量左右。
878In the centers of galaxies,在星系的中心,
879the most massive one that has been found so far迄今发现的最庞大的
880is a couple billion times the mass of our sun.是太阳质量的几十亿倍
881I forget which galaxy that's in.我忘了那个银河系
882I think it might be M87, but it may be a different one.我想可能是M87,但可能不一样
883I actually, just this morning, literally,其实,只是今天早上,字面上,
884I was on a paper that discovered我在一篇论文上发现
885the first stellar mass black hole第一个星座质量黑洞
886orbiting around a normal star.环绕正常恒星运行
887And so this black hole, it's not super massive.所以这个黑洞不是超大的。
888It's actually kind of light.其实是种光.
889It's about 10 times the mass of our sun,是太阳质量的十倍
890but it's the very first and the closest black hole但这是第一个最接近的黑洞
891that we know of.我们知道。
892And so this morning there was a paper所以今天早上有一篇论文
893finding the closest black hole to us,找到离我们最近的黑洞
894which is kind of exciting.这有点令人兴奋。
895Let's see, another question.让我们看看,另一个问题。
896Let's see, ah, so the question is,让我们看看,啊,所以问题是,
897how do we actually calculate the distance between,我们怎么计算距离?
898how do we actually, those,我们实际上如何,这些,
899so I think the question is asking about those dark lines所以我觉得问题在于 关于那些暗线
900in the spectrum, how do we actually get a motion在光谱中,我们如何真正得到一个运动
901out of that data?数据?
902And so we can actually get the motion of stars这样我们就可以真正得到 恒星的运动
903from a single snapshot, just a single epoch,从单一的快照,只是一个时代,
904a single spectrum.一个光谱。
905And what I do is I measure the shift,我所做的是测量变化
906the wavelength at which those dark lines are measured at.用来测量暗线的波长。
907So let's say there's a dark line at a wavelength所以说波长有一道暗线
908of 6,000 angstroms, which is kind of red.6000盎格鲁,这有点红。
909I compare that to the wavelength我比较一下波长
910I think it should have been at.我认为它应该是。
911And so I measure a difference in wavelength所以我测量波长的不同
912and that's where I get the speed or the velocity out.这就是我得到的速度或速度。
913And I do that fairly often.我经常这样做。
914So I'm writing software.所以我在写软件。
915Most of my job actually is writing software.我的大部分工作其实是写软件。
916Really, I'm a computer programmer.真的 我是电脑程序员
917So most astronomers tend to use Python as their language,所以大多数天文学家倾向于使用Python作为语言,
918computer language of choice.计算机语言。
919I teach undergraduate classes for our majors我为本科生上课
920and it's really just a programming class.而这其实只是一个编程课。
921And so what we do is we get data off of the telescope,所以我们要做的就是从望远镜上提取数据
922it comes on the computer and then we write computer programs然后我们写电脑程序
923to measure, let's say the shift in those dark lines,来测量,让我们假设这些黑暗线的转变,
924super, super accurately.超级,超级准确。
925And so it will take me months to write a computer program所以我要花几个月时间写一个电脑程序
926in order to measure those quantities in great detail.为了非常详细地衡量这些数量。
927I see a hand.我看见一只手
928Yes, let's call on the person raising their hand, Leslie.是的,让我们打电话给举手的人,莱斯利。
929Well, hi professor.你好,教授,你好吗?
930This is a student from, I'm a high school student in Beijing这是学生,我是北京的高中生
931and I'm studying my 11th grade.我在读11年级
932And actually the first telescope was mentioned实际上,第一个望远镜被提到
933and I was actually really lucky to be able我真的很幸运能够
934to get into your project.进入你的项目。
935And the project was asking for the team leaders计划是找队长
936all over the country and to like make some proposals到处都想提点建议
937for the telescope and the proposal I made以及我的提议
938and I was luckily chosen.我幸运地被选中了
939And it was about dark matter and especially to study是关于暗物质,特别是研究
940about dark matter inside compact galaxy groups.关于紧凑星系群中的暗物质
941And because you know, FAST is a radio telescope而且因为你知道, FAST 是射电望远镜
942and the way I chose to use is about to measure我选择使用的方式即将衡量
943the hydrogen spectral lines and they can be used to,氢光谱线,它们可以用来,
944yeah, they can be used to detect the,是的,它们可以用来检测,
945to measure the velocity of the stars.用来测量恒星的速度。
946And it is actually how dark matter was first found事实上,暗物质是如何被首次发现的
947or first getting people's views.或首先获得人们的看法。
948And also when I look up for some materials,当我寻找一些材料,
949I noticed in an article that the dark matter can be,我在文章中注意到 暗物质可能是
950its distribution can be measured through probing其分布可通过探测测量
951the velocity and flux of the neutral hydrogen中性氢的速度和通量
952and carbon monoxide lines.和一氧化碳线。
953And, but that is the only information I can get但这是我能得到的唯一信息
954from the article.从文章。
955It just mentioned it really slightly.它只是略微提到它。
956So I-所以,我...
957Yeah, sorry.是的,对不起。
958Oh yeah, well, so I just wonder哦,是的,所以我只是在想
959if you have ever heard about this saying and-如果你听说过这个说法...
960Absolutely.当然
961Yeah, would you please tell me more about this?是的,请告诉我更多关于这个?
962Yeah, so what FAST is measuring,是的,所以FAST的测量,
963as I said, it's measuring the gas.如我所说,它是测量气体。
964So the hydrogen gas in a galaxy or in a galaxy group.所以一个星系或一个星系群中的氢气.
965And you can do the same thing that we were talking about.你可以做同样的事情 我们谈论。
966You can measure the speed of that hydrogen gas.你可以测量氢气的速度。
967And if you're lucky enough to have a galaxy如果你幸运到有银河系
968or a galaxy group that is moving, is rotating,或正在移动、旋转的星系群,
969you can measure how fast it's rotating from the gas你可以测量它从气体中旋转的速度
970and also infer a mass and therefore,并暗示一个质量,
971and then compare it to the luminous然后把它比作灿烂的、
972and infer that there's dark matter.并推断有暗物质。
973And so in galaxies or places that have gas,所以在星系或有气体的地方,
974FAST will be fantastic for doing a similar exerciseFAST会很棒的 做类似的练习
975as we talked about.正如我们谈论的。
976In the Milky Way satellites,在银河系卫星中
977the problem there is that there is no gas.问题是没有煤气
978And so there is nothing for FAST to actually measure.因此没有FAST可以实际测量的.
979And so that's why we're doing the same experiment,这就是为什么我们做同样的实验,
980but measuring the motion of stars in those galaxies.但测量星系中的恒星运动
981And so it's super complimentary所以这是超赞美的
982and being able to measure the motion, however you do it,并且能够测量 运动,无论你做什么,
983whether it's through gas or stars,无论是通过气体还是恒星,
984that's where we can measure whether or not那就是我们可以衡量是否
985there is dark matter in a galaxy.银河系里有暗物质
986So congratulations for getting the time.恭喜你抽出时间
987It's a great proposal and I hope the data are awesome.这是一个伟大的建议 我希望数据是真棒。
988Well, thanks a lot for your answer and that really helps.谢谢你的回答 这真的有帮助
989Great, thank you.很好,谢谢
990And we have another hand, Lucas.我们有另一只手,卢卡斯。
991Hey Lucas.嘿,卢卡斯。
992Hi, I'm Lucas.嗨,我是卢卡斯。
993I'm in Shanghai experimental school.现就读于上海实验学校.
994My question is why did different planets我的问题是 为什么不同的星球
995have different speed to move?移动的速度不同吗?
996Oh, that's a good question.哦,这是一个很好的问题。
997So let's say in the solar system,因此,在太阳系,
998our planets are moving around at different speeds.我们的星球正在以不同的速度移动
999And that is a wonderful question.这是一个很好的问题。
1000Why are they moving around at different speeds?他们为什么以不同的速度移动?
1001So all the planets are rotating around the sun,所以所有行星都在围绕太阳旋转
1002orbiting around the sun.环绕太阳飞行
1003And what's super cool is that depending on超级酷的是,取决于
1004how far away you are from the sun,你离太阳有多远?
1005gravity tells you exactly how fast you have to orbit.引力告诉你,你必须运行多快。
1006And as you move farther and farther away from the sun当你远离太阳时
1007in your orbit, those orbits get slower and slower.在你的轨道上,那些轨道越来越慢。
1008And so a planet that is super far away因此,一个超级遥远的星球
1009will orbit around the sun.将环绕太阳运转
1010It'll just take a lot longer and it goes slower and slower.它只是需要更长的时间 并且会越来越慢。
1011But if that planet decided,但如果那个星球决定了
1012okay, I'm gonna just move and come in closer好,我走近一点
1013to the sun, it's not allowed to do that.对太阳,它不允许这样做。
1014But if it had decided to, it would start moving faster.但是,如果它决定这样做,它就会开始更快地前进.
1015And so the motion of something when it's orbiting所以当物体在轨道上运动时
1016is completely decided by gravity.完全由重力决定
1017It doesn't have any choice in the matter.其事无择.
1018And so when you're orbiting, you have to orbit by gravity.因此,当你在轨道运行时, 你必须按重力运行。
1019And if you're orbiting farther out, you have to orbit slower.如果你在更远的轨道上, 你必须慢的轨道。
1020And that's actually true on the earth as well.地球上也是这样
1021So if you had, let's say a satellite,因此,如果你有, 让我们说卫星,
1022a manmade satellite around the earth,环绕地球的人造卫星,
1023if you have a satellite really close to the earth,如果你有一个卫星 真正接近地球,
1024it orbits super fast and goes around the earth它绕着地球快速运行
1025very, very many times per day.非常,非常多次的一天。
1026If you had a satellite, let's say a little farther out,如果你有卫星,让我们说远一点,
1027that satellite orbits around slower.那颗卫星的轨道转慢
1028And so it's true for satellites, it's true for planets,对卫星来说是真实的 对行星来说是真实的
1029it's also true for stars that are orbiting around something.对于环绕着某物绕行的恒星来说也是如此.
1030So really good question.问得好
1031Great, thanks.很好 谢谢
1032Since we do have a lot of kids,既然我们有很多孩子
1033and this is sort of some of the questions这是一些问题
1034that have been asked, you've mentioned computer science,你提到过计算机科学
1035you've mentioned chemistry, you've mentioned physics,你提到化学,你提到物理,
1036you've mentioned cosmology.你提到宇宙学
1037So for people who are interested in becoming an astronomer所以对于有兴趣成为天文学家的人来说
1038or studying space, it seems like there's a lot to study.或研究空间, 它似乎有很多研究。
1039So what is sort of your general advice for somebody所以,什么是你的一般建议 对某人
1040who might be interested in studying more可能有兴趣学习更多
1041about astrophysics or astronomy,关于天体物理学或天文学,
1042sort of what would you have them do?你会让他们怎么做?
1043Yeah, so for astronomy, really it's physics.对,对天文学来说,其实是物理学。
1044And so I was a physics major both in high school,所以我是高中物理专业的
1045I did physics, and then as my undergraduate degree我做物理,然后作为我的本科生
1046was applied physics.被应用物理。
1047And so it actually was in astronomy,因此,事实上它是在天文学,
1048even though I wanted to do astronomy the whole time.尽管我一直想做天文学
1049And so most of our students coming into graduate school所以大多数学生都进入研究生院
1050who do PhDs and then become professional astronomers谁做博士,然后成为专业天文学家
1051have done physics throughout most of their background.在他们的大部分背景中都做过物理学
1052So physics and math, it is becoming more important因此,物理学和数学越来越重要
1053and more important to study computer science as well.更重要的是研究计算机科学
1054And so often when I talk to high school students我经常跟高中生说话
1055who wanna do astronomy, I say stay in physics, stay in math,谁想做天文学, 我说留在物理,留在数学,
1056边上学点Python
1057or some kind of computer programming on the side.或某种计算机编程的侧面。
1058Because I find that students who come into undergraduate,因为我发现那些本科生
1059into graduate degrees,进入研究生学位,
1060if they know how to program really well,如果他们知道怎么编程
1061it's just kind of one leg up on some of the other students只是一些学生的腿有点高
1062because most of what we do is programming.因为我们做的大多是编程。
1063So I'd say programming, physics and math.所以我要说编程,物理和数学。
1064And I think this is a question that gets asked quite a lot,我想这是一个问题 被问了很多,
1065especially with the general audience is sort of,特别是一般观众 有点,
1066why are we doing all this?我们为什么要这么做?
1067Yeah, that's a great question.是啊,这是一个伟大的问题。
1068Why are we making all these space observations?我们为什么要进行所有这些空间观测?
1069Why are we going into space?为什么我们要去太空?
1070So maybe that's sort of something you wanna tackle.所以也许这就是你想要处理的问题。
1071So I love to tackle that.所以我喜欢处理这个。
1072So I, and I'm gonna tell a story first.所以我,我要先讲一个故事。
1073When Einstein was publishing his theory of general relativity,当爱因斯坦发表他的一般相对论时
1074so this is 1915 or so, so a hundred years ago.所以这是1915年左右, 所以一百年前。
1075At the time, people were like, this is totally theoretical.当时人们都认为,这完全是理论上的。
1076I don't care.我无所谓
1077Why are you doing this?你为什么要这么做?
1078And it was true.这是真的。
1079At the time, there were no obvious practical applications.当时没有明显的实际应用.
1080Today, you probably don't even know it,今天,你可能甚至不知道这一点,
1081but you use general relativity但你使用一般相对论
1082almost every moment of the day.几乎是一天的每一刻。
1083Why is that?为什么?
1084So our GPS satellites, so GPS that is,所以,我们的GPS卫星, 所以GPS是,
1085when you get on your phone and try and figure out当你在你的手机上 并试图找出
1086where you are when you walk somewhere new,当你走在新的地方,
1087those satellites use general relativity这些卫星使用一般相对论
1088to make sure you know where you are.确保你知道你在哪里。
1089And the reason is, is because you're on the ground.原因是, 因为你在地面上。
1090The satellite is up in space.卫星在太空上
1091The clocks on those two satellites are slightly different.这两颗卫星上的时钟略有不同.
1092So your clock on the ground and your clock in space所以,你的时钟在地面,你的时钟在太空
1093are moved at slightly different rates.以略微不同的费率移动。
1094And if we didn't account for general relativity,如果我们不考虑广义相对论
1095you would be lost within 10 minutes,你会在10分钟内消失,
1096unless you have a really great sense of direction.除非你有非常伟大的方向感。
1097But if you're depending on GPS,但如果你依赖GPS的话
1098you'll be lost in a couple of minutes.几分钟后你就会迷路了
1099So that was an example of something所以那是个例子
1100that was purely theoretical and sort of seemed not important.这纯粹是理论性的,似乎并不重要。
1101All of a sudden, 100 years later,突然间,一百年后
1102becoming something that we utterly depend on成为我们完全依赖的东西
1103and we can't do without.我们不能没有。
1104And so that's kind of a story to say that this sort of more,所以,这是一个故事 说这种更多的,
1105sort of maybe esoteric or not obviously practical research那种也许 eotic 或不明显的实际研究
1106often has huge ramifications for our daily life,经常对我们的日常生活产生巨大的影响,
1107but it's just in a timescale that we can't quite see.但它只是在一个时间尺度 我们无法完全看到。
1108And so I think that there's a real utility所以我觉得有真正的用途
1109to this sort of pure research这种纯粹的研究
1110that doesn't have obvious today practical application,今天没有明显的实用性
1111but might have in the future.但将来也许会有
1112And we don't know what will and will not be super important.而我们不知道什么会 和不会是超级重要。
1113And so I think these sort of things are important.所以我认为这些事情很重要。
1114I also think just understanding our place in the universe,我也认为只要理解我们在宇宙中的地位
1115understanding how did stars form?知道恒星是如何形成的吗?
1116How did our solar system form?我们的太阳系是如何形成的?
1117Are there other planets out there?还有别的行星吗?
1118Those sort of questions give us a little bit more perspective这些问题让我们更了解一些
1119on our own situation as well.我们自己的情况也是如此。
1120And so I think that sort of both of those所以我觉得这两个
1121really motivate astronomical research.真正激发了天文研究
1122And I understand that there is no practical obvious thing而且我明白,没有什么实际的明显的事情
1123that will come out of it for tomorrow.明天会从里面出来
1124Great.不错
1125And I think this is another question that I see in the chat,我想这是另一个问题 我在聊天时看到的,
1126sort of connecting what is hot right now那种连接 什么是热现在
1127and sort of AI and machine learning and how has that-和某种AI和机器学习 如何有 -
1128Let's talk about it.师便打.
1129Yeah, so machine learning and AI.是啊,所以机器学习和AI。
1130So there isn't too much AI at the moment.所以现在没有太多AI。
1131And so AI is sort of that kind of deep learning.所以AI就是那种深层次的学习。
1132Machine learning is something机器学是一种东西
1133that we do use a little bit more of.我们确实多用一点
1134All of my students wanna do some machine learning project.我所有的学生都想做一些机器学习项目。
1135And I'm like, okay, just hold up.而我喜欢,好吧,只是等待。
1136In astronomy, and I think this is true在天文学界 我觉得这是真的
1137in many other fields as well,在许多其他领域,
1138there are a few problems that are very well solved有些问题已经解决了
1139or good to solve with machine learning.或者通过机器学习解决问题
1140So something like if you're trying to classify所以,类似的东西 如果你试图分类
1141two types of galaxies,两种星系,
1142or if you're trying to ask where are the groupings或者,如果你试图问 在哪里组
1143in a particular set of data,在一组特定数据中,
1144the problem with both machine learning and AI机器学习和AI的问题
1145is that it can do some cool stuff.它可以做一些很酷的东西。
1146So it can say, all right,所以它可以说,好吧,
1147I'm giving you a bunch of galaxies我给你一堆星系
1148and the AI can say, here are some galaxiesAI可以说,这里有一些星系
1149that have this property and some have this property,有这种财产的人,有这种财产的人,
1150but it can't tell you why, right?但它不能告诉你为什么,对不对?
1151And so it can't understand why is something happening所以它无法理解为什么会发生什么
1152or why have I grouped these things或为什么我把这些东西集合起来
1153into two different categories.分为两类。
1154And so there are some things所以有些东西
1155that machine learning works pretty well for,那个机器学习很有效,
1156but there are a lot of things where it doesn't work very well.但很多事情都不太顺利
1157Not only does it not work,不仅不起作用,
1158it actually kind of can fool you这其实可以骗你
1159into thinking you're learning something进入思考 你正在学习的东西
1160where actually you're not really learning something.在那里你并没有真正学到什么。
1161And so I have kind of put the reins on my students.所以,我有点 在我的学生。
1162There are a couple of places这里有几个地方
1163where they can do machine learning stuff在那里他们可以做机器学习的东西
1164and there are other places where I'm just like,还有一些地方,我只是喜欢,
1165no, it's not helping us here.不,这不是帮助我们在这里。
1166Weirdly enough, many of the problems in astronomy奇怪的是,天文学的许多问题
1167don't have enough data.没有足够的数据。
1168And you think, oh man, astronomy,你认为,哦,人,天文学,
1169like you must have tons of data.就像你一定有很多数据
1170But actually, for images of galaxies,但实际上, 对于星系的图像,
1171usually we're talking about 100,000 objects通常我们说的是十万个物体
1172or a million objects.或百万个物体。
1173And particularly AI works much better特别是人工智能更有用
1174when you're talking about billions or more data.当你在谈论数十亿或更多数据时。
1175And so while we talk about it,所以,当我们谈论它,
1176there are papers every day每天都有报纸
1177that try and do something in astronomy尝试在天文学中做一些事情
1178about machine learning.关于机器学习。
1179In fact, I still think it's a bit of a,事实上,我还是觉得有点...
1180it's a nice tool,这是一个很好的工具,
1181but we have many other tools in our toolbox但我们工具箱里还有许多其他工具
1182to ask and answer questions.问及答问.
1183But it's a great question.但问妙法.
1184And I guess the last question is sort of,我想最后一个问题是,
1185since you are in charge of telescopes at Yale,既然你在耶鲁负责望远镜
1186what is the difference between sort of earthbound telescopes那种地球望远镜有什么区别?
1187and telescopes we're sending into space和望远镜 我们发送到太空
1188and what are the advantages in this?这有什么好处?
1189Yeah, those are good questions.是啊,这些是很好的问题。
1190So basically I use all different types.所以基本上我使用各种类型。
1191I use ground-based telescopes.我使用地面望远镜。
1192I use space-based telescopes我用太空望远镜
1193and they each answer slightly different questions.他们回答的问题都有些不同
1194So as we were talking just earlier,刚才我们说话的时候
1195the space-based telescopes are fabulous太空望远镜太神奇了
1196when you're trying to look at the fine detail in an image,当你试图看 在图像的细微细节,
1197that is to get really great spatial resolution.即得到非常大的空间分辨率。
1198From the ground,从地上
1199the atmosphere tends to wiggle all of that out大气往往会让这一切发生波动
1200and smooth things out.和平滑的东西出来。
1201And so from the ground,所以从地面上,
1202it's hard to get really high resolution这很难得到真正的高分辨率
1203spatial resolution images.空间分辨率图像。
1204But from the ground,但从地面上
1205we can build gigantic telescopes, right?我们可以建造巨大的望远镜,对吧?
120610 meter telescopes, 500 meter telescopes.10米望远镜,500米望远镜.
1207And so those are really great所以这些真的很棒
1208when you just need to get lots and lots of light.当你需要很多和很多光。
1209And so when I'm taking my spectra,所以当我拿我的光谱,
1210I much prefer to have a gigantic telescope我更喜欢大望远镜
1211because I don't care about the sort of fine spatial details.因为我不在乎什么细微的空间细节
1212And so astronomers like to use所以天文学家喜欢使用
1213various different kinds of telescopes各种望远镜
1214to answer a single question in different ways.以不同的方式回答一个问题。
1215One of the things we're beginning to get worried about我们开始担心的一件事
1216from the ground is that there are a lot more从地上说 还有很多
1217earthbound satellites that are being launched.正在发射的地球卫星。
1218There are these constellation of satellites有这些卫星星座
1219that are being launched.正在启动。
1220And you can see them in the sky.你可以在天空看到他们。
1221And in fact, ground-based telescopes,事实上 地面望远镜
1222we're starting to see more and more data我们开始看到越来越多的数据
1223where we actually either have to throw it out我们要么扔出去
1224or make some correction for it或者做一些更正
1225because we see streaks from these satellites因为我们看到这些卫星的痕迹
1226in the ground-based data.在地面数据。
1227That Rubin telescope, the Rubin Observatory,鲁宾望远镜 鲁宾天文台
1228that will have a 3.2 gigapixel camera将有一个3.2千兆像素相机
1229for the next few years is probably fine.接下来几年可能还不错
1230There will be sort of some data we won't be able to use有些数据我们无法使用
1231because of satellite streaks,因为卫星的运行,
1232but as more and more satellites are being launched,但随着越来越多的卫星被发射,
1233this is becoming more and more of a concern.这越来越令人关切。
1234And so we'll see what happens in 10 years or 15 years,然后我们看看10年或15年后会发生什么
1235whether or not we will still be able我们是否仍然能够
1236to do ground-based astronomy进行地面天文学研究
1237because so many satellites are gonna be up因为这么多的卫星会升起
1238in low earth orbit.在低地球轨道。
1239And so it's something that we're keeping our eye on所以,这是的东西 我们正在观察
1240and are a little bit concerned, but we'll see what happens.有点担心,但我们会知道会发生什么。
1241Very interesting.非常有趣,你觉得呢?
1242All right, I think we're out of time, unfortunately.好吧,我想我们没有时间了,不幸的是。
1243But thank you everybody for wonderful questions不过谢谢大家的好问
1244and thank you professor for a fabulous talk.谢谢你教授的精彩演讲
1245I'm sure we've all learned so much.我相信我们都学到了这么多
1246I'm going to unmute everybody.我要让大家放松一下
1247Thank you for the opportunity.谢谢你给我这个机会
1248I really appreciate it.我真的很感谢你
1249Yeah, we are so appreciative.是的,我们非常感谢。
1250And I'm gonna unmute everybody我要让大家放松一下
1251so that everybody can thank you personally.这样大家都可以亲自感谢你。
1252Have a good evening.祝你们晚上愉快
1253Thank you.谢谢
1254Bye-bye.再见
1255I'm the guy.我是那个家伙。
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