Earlier this week I had a chance to interview some of the forecasters that were on duty when Brisbane went under water a couple months ago. Yesterday this conference also had a special session on engineering aspects of tsunami damage in Japan. A common theme was the sense of shock and disbelief as existing systems were overwhelmed. There's a bit of awe but also a bit of resentment. It reminded me of this quote
"[The event is not] entirely predictable, though it is possible to calculate the ranges of probability. Still, in every range there is the one in a billion chance, the blind shot that seems so improbable that we ordinarily discount it. And when it does happen, our sense of fair play is often more injured than our actual conditions." -S. Lewitt
Wednesday, June 29, 2011
Saturday, June 25, 2011
Minot Floods
I'm rushing out the door to head to the Airport to go to give a talk at a conference in Brisbane... but there's a fascinating story of floods going on in North Dakota in the US.
On one hand, it's a bit strange to see headlines like "High runoff to blame for flooding" (as opposed to low runoff to blame for flooding?... actually, that happens, but that's another story). Evacuation sirens were blaring a couple days ago. The forecasts back been lowering as the river is coming up.
PBS has a good video at this location:
On one hand, it's a bit strange to see headlines like "High runoff to blame for flooding" (as opposed to low runoff to blame for flooding?... actually, that happens, but that's another story). Evacuation sirens were blaring a couple days ago. The forecasts back been lowering as the river is coming up.
PBS has a good video at this location:
Flood Threat Creates 'Psychological Roller Coaster' in Minot, N.D.
Tuesday, June 21, 2011
The final weigh in
The movers come on Friday. I boxed up my office and brought it home. The house looks like a car bomb went off.
I always seem to forget how awful packing and moving are. Making decisions is difficult and packing is a million decisions. What to do with stuff- sell, ship, store, carry or toss? Is there going to be enough time? What is the highest priority? Moving is something most people do rarely and so they only get good at it when they're done. It feels a bit like in the movies when night is falling, a zombie attack is imminent and who knows what one has to do to prepare? This is a recurring theme in forecasting, dealing with uncertain situations under a deadline... There's not many zombies, but there is a palpable sense of anticipation.
Right, so everything is getting boxed up and stored and we're moving in with a friend before leaving on a year of travel. This includes the bathroom scale. Nearly every day since moving to Australia I have weighed myself in the morning and here's the final result. Each dot is a time I weighed myself and it shows how I've plumped up (upper dots) and slimmed down (lower dots) over the last three years. Click on the graph to make it bigger.
Weight is a great metaphor for the difference between weather and climate, signal and noise. Going up or down a kilo every so often is really nothing to worry about. Maybe you can even lose or gain two kilos in a day. No big deal. This area is having a flood, that area is having a drought, it happens, it's all part of the natural variability. That said, I always come in high on New Years Day because the holidays are one non-stop meal.
However, only by taking careful measurements over a long time can one see the slow drifting of more significant changes. Maybe the average over the last few months is lower than it has ever been before. It might be a sign that something is going on if I'm setting records day after day. Similarly, one big flood doesn't mean "you're fat", but more floods than usual or a string of record-breaking floods might get you thinking about lifestyle choices.
I've since read that they discourage you from weighing yourself every day, just so it doesn't become an obsession, or put you in a foul mood when there's some random fluctuation. To me, it takes a couple seconds a day and has become a habit. Besides, it's better to know and not worry than to guess and be sensational.
Unfortunately, you're on your own when the zombies attack, I can't help you there.
I always seem to forget how awful packing and moving are. Making decisions is difficult and packing is a million decisions. What to do with stuff- sell, ship, store, carry or toss? Is there going to be enough time? What is the highest priority? Moving is something most people do rarely and so they only get good at it when they're done. It feels a bit like in the movies when night is falling, a zombie attack is imminent and who knows what one has to do to prepare? This is a recurring theme in forecasting, dealing with uncertain situations under a deadline... There's not many zombies, but there is a palpable sense of anticipation.
Right, so everything is getting boxed up and stored and we're moving in with a friend before leaving on a year of travel. This includes the bathroom scale. Nearly every day since moving to Australia I have weighed myself in the morning and here's the final result. Each dot is a time I weighed myself and it shows how I've plumped up (upper dots) and slimmed down (lower dots) over the last three years. Click on the graph to make it bigger.
Weight is a great metaphor for the difference between weather and climate, signal and noise. Going up or down a kilo every so often is really nothing to worry about. Maybe you can even lose or gain two kilos in a day. No big deal. This area is having a flood, that area is having a drought, it happens, it's all part of the natural variability. That said, I always come in high on New Years Day because the holidays are one non-stop meal.
However, only by taking careful measurements over a long time can one see the slow drifting of more significant changes. Maybe the average over the last few months is lower than it has ever been before. It might be a sign that something is going on if I'm setting records day after day. Similarly, one big flood doesn't mean "you're fat", but more floods than usual or a string of record-breaking floods might get you thinking about lifestyle choices.
I've since read that they discourage you from weighing yourself every day, just so it doesn't become an obsession, or put you in a foul mood when there's some random fluctuation. To me, it takes a couple seconds a day and has become a habit. Besides, it's better to know and not worry than to guess and be sensational.
Unfortunately, you're on your own when the zombies attack, I can't help you there.
Friday, June 17, 2011
What is a "seer"?
The name of this place (so far) has been "The River Seers". Where does this word seer come from?
Seer (noun)
1. One that sees: an inveterate seer of sights.
2. A clairvoyant.
3. A prophet.
I pronounce it as one syllable but I imagine the Australians use two like how they use "be-ah" for beer.
Little did I know that this word (seer, not beer) holds special meaning in the Mormon religion. Its founder and the heads of the church have been called "Prophets, seers and revelators" and each has a specific meaning.
From the book of Mormon "A seer is one who sees with spiritual eyes. He perceives the meaning of that which seems obscure to others; therefore he is an interpreter and clarifier of eternal truth. The seer foresees the future from the past and the present."
It goes on to say that a "prophet" is a teacher of known truth; a "seer" is a perceiver of hidden truth, a "revelator" is a bearer of new truth.
I think these are all great words to describe the river forecasting challenge... Find the hidden meaning in nature, interpret and clarify the signs and use the past and present to predict the future.
I particularly like the phrase "an inveterate seer of sights". It suggests an incurable yearning for the delight of travel. When I leave my job, I'll need a new title and I'm torn between that and "freelance intellectual".
Tom
Tuesday, June 14, 2011
"I am a hopeless data junkie..."
At the Delft meeting this week I've been using a handheld recorder to help take notes. It's an Olympus WS-100. It is surprising how good the quality is in a quiet environment... But if you are in a big room and there is construction going on next door, you mostly get a whomping bass sound.
When I did interviews for my Master's Thesis 10 years ago, the sound quality on cassettes was terrible. During transcription, I would have to turn my stereo up to 11 just to hear anything, but then the interviewee would lean forward and laugh. I would get startled and throw off the headphones and the cat would jump out the window.

I am still working out the best (and nicest) way of using notes from interviews. I think I can probably use my own voice at a public meeting. I have been told it's very American to self-cite (quote yourself).
So below is something I said in the closing session of the meeting this week. This was a meeting of scientists interested in hydrologic forecasting, setting up a forecasting inter-comparison/competition and we were talking about how to get more people involved with the group. It is my first try in a decade at transcribing. I put in [braces] where I tried to use a clearer word without changing the meaning. I also say the gist of what the moderator said without using his words.
Me: I would say I have three motivations [for coming to this meeting]. One is, I'm a hopeless data junkie. I'll admit it, I can never get enough. I'm always looking for data. I collect data and don't use it. It's a problem, I admit it, I'm sorry. If there was a support group [group laughter] that'd be great. If someone was to put [a dataset of old weather model forecasts on the web], I'd throw my mother from a train to get that.
Moderator says that data is available.
Me: If I come to [meetings] like this, maybe I can get [data] like that....[I also have data I can share with others].
Me: Number two [motivation] is reusable tools. [I don't want to rewrite software that others have already done]. [Making your tools available for this competition] is almost like branding, getting [me] hooked, maybe [I'll use your software] in the future.
Me: Third [motivation] is just answers to "what actually works"? We have all these techniques, nobody knows which one is better than any others or are they all pretty much the same? I have no pride in [the methods] I've created. If I come out worst, I'm happy to abandon it....
Moderator said, you're not so noble, you just enjoy being here [group laughter].
When I did interviews for my Master's Thesis 10 years ago, the sound quality on cassettes was terrible. During transcription, I would have to turn my stereo up to 11 just to hear anything, but then the interviewee would lean forward and laugh. I would get startled and throw off the headphones and the cat would jump out the window.

I am still working out the best (and nicest) way of using notes from interviews. I think I can probably use my own voice at a public meeting. I have been told it's very American to self-cite (quote yourself).
So below is something I said in the closing session of the meeting this week. This was a meeting of scientists interested in hydrologic forecasting, setting up a forecasting inter-comparison/competition and we were talking about how to get more people involved with the group. It is my first try in a decade at transcribing. I put in [braces] where I tried to use a clearer word without changing the meaning. I also say the gist of what the moderator said without using his words.
Me: I would say I have three motivations [for coming to this meeting]. One is, I'm a hopeless data junkie. I'll admit it, I can never get enough. I'm always looking for data. I collect data and don't use it. It's a problem, I admit it, I'm sorry. If there was a support group [group laughter] that'd be great. If someone was to put [a dataset of old weather model forecasts on the web], I'd throw my mother from a train to get that.
Moderator says that data is available.
Me: If I come to [meetings] like this, maybe I can get [data] like that....[I also have data I can share with others].
Me: Number two [motivation] is reusable tools. [I don't want to rewrite software that others have already done]. [Making your tools available for this competition] is almost like branding, getting [me] hooked, maybe [I'll use your software] in the future.
Me: Third [motivation] is just answers to "what actually works"? We have all these techniques, nobody knows which one is better than any others or are they all pretty much the same? I have no pride in [the methods] I've created. If I come out worst, I'm happy to abandon it....
Moderator said, you're not so noble, you just enjoy being here [group laughter].
Friday, June 10, 2011
A brush with living history
The title sounds like a fifth grader's civics essay about the time president Kennedy's motorcade drove through town. Honestly, I try not to get too pie-eyed when meeting historical figures in hydrology, but last night in Delft, the Netherlands, I managed to have a one on one interview with Norman Crawford. We discussed river forecasting and modelling.
He was quite literally the first person to write a river model and put it on a computer. This was a bit over 50 years ago. He squirms at the suggestion that he's famous but Norman won the hydrologists' equivalent of a Nobel prize. Two different ones actually. "Norm" (he's very self effacing) is one of only a handful of people in history to ever win both. Descendants of his model are still used all over the world and he leads a consulting firm, Hydrocomp. I'm still compiling my notes and hope to write more but today is the birthday of my wife, Kitty.
It's been a heady two weeks in Delft. I met with scientists from Deltares (a non-profit consulting firm that makes a widely used piece of river forecasting software) and there was a workshop of scientists from all over the world. So much to catch up on!
In the meantime, there's this bit of weather news Wichita (Kansas) experiences rare 'heat burst' overnight. The temperature shot up 17 degrees F in 20 minutes.... right around midnight!
He was quite literally the first person to write a river model and put it on a computer. This was a bit over 50 years ago. He squirms at the suggestion that he's famous but Norman won the hydrologists' equivalent of a Nobel prize. Two different ones actually. "Norm" (he's very self effacing) is one of only a handful of people in history to ever win both. Descendants of his model are still used all over the world and he leads a consulting firm, Hydrocomp. I'm still compiling my notes and hope to write more but today is the birthday of my wife, Kitty.
It's been a heady two weeks in Delft. I met with scientists from Deltares (a non-profit consulting firm that makes a widely used piece of river forecasting software) and there was a workshop of scientists from all over the world. So much to catch up on!
In the meantime, there's this bit of weather news Wichita (Kansas) experiences rare 'heat burst' overnight. The temperature shot up 17 degrees F in 20 minutes.... right around midnight!
Thursday, May 26, 2011
On being a forecaster, on being a scientist
I was a scientist (if you include being a student) for about fourteen years, then a forecaster for seven years, and now a scientist for the last three. I sometimes wonder during which period I learned the most?
A forecaster learns about nature as it happens. The forecaster is sent in to study the situation, make an assessment and sometimes find out how it turned out. That person is confronted by real problems when things aren't working. He or she is able to see every pine needle on a few trees. Sometimes they are so close that sap sticks to their noses.
A scientist gets the broad perspective, studying things after the fact. I've done research involving thousands of catchments, looking at 30, 60, 90 years of data at a time. I can run experiments as if I was forecasting a long time ago, automating computer programs to do what I think my new techniques would have done back in 1995. Some scientists see the forest, the next valley over, off to the horizon. Birds fly below them.
There are other scientists that do field surveys, such as going out one summer and taking a lot of measurements in one place. That place isn't random, it might be in an instrumented pasture as a satellite flies overhead or it might be in the deepest snow around at the crest of spring.
Maybe it comes down to book smarts versus street smarts, education versus experience. Obviously both are important... it seems incomplete to have much more of one than the other. And you would hope that everyone would at least keep gaining either.
A forecaster learns about nature as it happens. The forecaster is sent in to study the situation, make an assessment and sometimes find out how it turned out. That person is confronted by real problems when things aren't working. He or she is able to see every pine needle on a few trees. Sometimes they are so close that sap sticks to their noses.
A scientist gets the broad perspective, studying things after the fact. I've done research involving thousands of catchments, looking at 30, 60, 90 years of data at a time. I can run experiments as if I was forecasting a long time ago, automating computer programs to do what I think my new techniques would have done back in 1995. Some scientists see the forest, the next valley over, off to the horizon. Birds fly below them.
There are other scientists that do field surveys, such as going out one summer and taking a lot of measurements in one place. That place isn't random, it might be in an instrumented pasture as a satellite flies overhead or it might be in the deepest snow around at the crest of spring.
Maybe it comes down to book smarts versus street smarts, education versus experience. Obviously both are important... it seems incomplete to have much more of one than the other. And you would hope that everyone would at least keep gaining either.
Saturday, May 21, 2011
The first river forecaster I met
I'm sure the first river forecaster I met was Dallas Reigle, the Hydrologist for Salt River Project, the main water supplier for Phoenix, Arizona. I was a fresh faced grad student at University of Arizona in the hydrology department. He came in as a guest lecturer once a year as a special treat to the students and as a favor to the department. I remember sitting at cold stone-top benches in a darkened room as he showed the choicest clips of video from the 1993 floods.
As much as it sounded like a character in a Dickens novel about Western Water, that really was his name. Dallas Glen Reigle... I never knew his middle name until I googled him- it makes him sound like a Gran Reserve limited batch of whiskey. Actually, Dallas Glen Reigle the Second (as if one wasn't enough). And he smoked a cigar a day.
Arizona had been bopping along for a couple decades and then when the 1993 floods hit, the hydrologists were like "We're going to need a bigger chart!!!" It was unlike anything they'd seen before, major bridges getting washed away, reservoirs raging full blast.
You must understand that this was in the days before Youtube. Now you can see anything you could ever want on the Web. Cats making funny faces, yeah the Internet has that. Dating sites for Ayn Rand fans, there's probably a couple to pick from. Back in the 1990s, however, the best you could do was order some tapes from your local television studio.
But this was company footage he was showing. The hydrologists flew around the watershed in a helicopter, rapidly finding where the river was getting out of control. Can you think of the last time your work said to you, "We need your help, get to the helicopter!" Dallas peppered the video's narration with his own booming drawl that Westerners would call Southern and Southerners would call Western. At one point he said that a swing in the camera angle was because someone threw up in the helicopter as it swirled over the gushing spillways. Can you think of the last time someone threw up on you in a helicopter in the name of work (that didn't involve guns and missiles)? If you can, please message me.
Roosevelt lake from the air. Biblical flood coming in from upper left. Note construction on right. Note water seeping through the face of the dam. Bad timing for all this to come together, I reckon.
The video wasn't all disaster porn. 1993 was also the year that they had been finishing years of improvements to the main reservoir. Lots of things still under construction got ruined. We learned about cofferdams and other technical details... What went wrong, what went well, etc. It was a classroom in an Engineering college after all.
His sense of humor was purely and infinitely dry. He only laughed at inappropriate times. In the middle of his slides he showed a photo of a clown with a frown face. It wasn't a happy clown with a frown, it was a run-down dirty clown that looked disoriented. Dallas said "What was that? Who put that in there? gah. Next slide please".... Years later I tried the same trick with a group of 2nd graders. It had about the opposite effect that I intended, anarchy broke out and it didn't settle down until I left.
There in that classroom, I was pie-eyed. That was it, there was no turning back, I wanted to be that guy.
Sunday, May 15, 2011
The best forecast
My interest in forecast evaluation (saying how good forecasts are) goes back to about 1998 when a ginormous El Nino was threatening California and Arizona with floods. My Masters thesis was on how water providers and emergency managers used those forecasts from September to say what might happen that coming winter.
I did long interviews with key people in Arizona. I went some strange places, particularly emergency management offices. I saw the "big board" at the state emergency center. They really do have black helicopters at the Phoenix bunker (yes, a bunker with zigzagged hallways set up for nuclear explosions).
Before the start of the winter, a late season Pacific hurricane came up the west cost and passed through Yuma and California/Arizona border. That hurricane, and the images of the raging floods during the most-recent-ginormous-El-Nino in 1983, were enough to put the fear of god in everybody. Seriously, I'd go into flood managers' offices and at reception they'd have a massive photo of roiling waves and houses washing away from 1983- you would think that would be fresh in their mind. It wasn't this picture, but this was the event:
Anyhow, you didn't want to be that guy that everybody warned but you didn't do anything and then it happened and jeepers, what do we even pay you for anyway?!?
After the event, many people were wondering, there's small and medium El Ninos going on all the time, is this kind of warning something we could use all the time? How good are the forecasts? Will they ever bite us?
Well, it turns out, to a user, "how good are they" is a very complicated question that depends on where you are, what you do, how much risk you can handle and a host of other things. But for a forecaster, interestingly, there's only a few ways to be right and a few things to strive for to be good.
In my opinion, the best writer on "the goodness of forecasts" was Allan Murphy. I never met him, but in grad school my copy of his collected works was dog-eared and tattered. I hope to weave some of his ideas into my work this year.
Tom
Tuesday, May 10, 2011
Obama on instincts

This from a recent interview with Obama on 60 minutes
I waffle around a lot about the value of instincts. In my mind, I always have line of "Yes, but..."s ready to go on any decision. Looking back, any or all of them could have been right. But history is written by the victors, so I forget the wrong instincts and remember the right one. Instincts are always plural, a chorus of notes, one or two bound to be in-tune.
Probably one of the biggest ways my personal philosophy changed (by being a forecaster) was by realizing that "I am not lucky." Not good lucky, not bad lucky. There's chance, of course... but not luck. I'm no more or less likely than anyone else to win at the casino. I'd like to buy low and sell high, but my hopes/dreams/fears will have nothing to do with the outcome.
It sounds cold, I know, but it's a liberating realization.
Sunday, May 8, 2011
Shopping for interviewing equipment
Over the next year I'm hoping to do a good number of interviews. A few folks suggested getting a handheld recorder, rather than having to worry about taking good notes. I sort of think that a tape recorder is less intimidating than a full camera. Despite any practicing or being told to relax, it is difficult getting comfortable at the end of the barrel of a camera.
I'm always baffled to see that something selling for $140 on the web in the US is $210 in Australia. Even the $30 international shipping doesn't make up the difference. Neither do currency differences- you could change 3 Aus dollars into 2 US dollars a couple years ago but now the AU$ is worth more than the US$. Someone once suggested that you can get great deals by searching for something misspelled ("camerra"or "camra" instead of "camera"). I can think of some great automated arbitrage that could happen here.
Do you know much about audio equipment and/or interview techniques? I'm all ears!
Saturday, April 30, 2011
Water, like religion
Also saw this at the zoo
"Water, like religion and ideology, has the power to move millions of people. Since the very birth of human civilization, people have moved to settle close to it. People move when there is too little of it. People move when there is too much of it. People journey down it. People write, sing and dance about it. People fight over it. And all people, everywhere and every day, need it.We need it for drinking, for cooking, for washing, for food, for industry, for energy, for transport, for rituals, for fun, for life. And it is not only we humans who need it; all life is dependent on water to survive."
Mikhail Gorbachev
The problems of water
Seen on a sign at the Werribee Zoo
Anyone who can solve the problems of water will be worthy of two Nobel prizes- one for peace and one for science. - John F Kennedy
Thursday, April 28, 2011
On being wrong
When forecasting, no one is ever exactly right. Instead, there are varying degrees and flavors of being wrong. Nobody likes to be wrong.
Kathryn Schulz has a great talk online titled "On being wrong" (linked below). At one point she asks a question of a few people in the front row:
"So let me ask you guys something ... How does it feel -- emotionally -- how does it feel to be wrong? [Audience responds] Dreadful. Thumbs down. Embarrassing.... thank you, these are great answers, but they're answers to a different question. You guys are answering the question: How does it feel to realize you're wrong? [Audience laughter] Realizing you're wrong can feel like all of that and a lot of other things, right? I mean it can be devastating, it can be revelatory, it can actually be quite funny.... But just being wrong doesn't feel like anything."
Forecasting requires a certain form of mental training that involves a strong sense of self awareness. Are you fooling yourself about what you think might happen? Is your intuition helping or hurting you? Are you justified in being self-confident? Or does it all come crashing down when you're surprised by the outcome?
Ultimately, one learns to make no-regrets decisions based on evidence and a dash of gut-feeling. It is a skill that I feel would help most people navigate through uncertainty in their daily lives. I'm hoping to explore this more over the coming year. Enjoy the video!
Wednesday, April 27, 2011
Cold Missouri Waters
River forecasters have a good deal in common with forecasters of other natural disasters, such as wildfires (called bushfires here in Australia). They inform response teams in the field that try to protect lives and property. Snap decisions have to be made under pressure. Lastly, you can always be sure that this coming year is going to be the weirdest yet.
Folk band Cry Cry Cry did a cover of "Cold Missouri Waters", a true story of a fire that seemed controllable but eventually consumed a number of fire fighters. Dodge is the main character and is speaking from his deathbed (Hodgkin's disease) 5 years after the fire. He is haunted because he was responsible for thirteen people who died. Forecasters, like firefighters have to deal with many ordinary, even boring situations. But when action happens, it comes quickly. Here are the lyrics.
My name is Dodge, but then you know that
It's written on the chart there at the foot end of the bed
They think I'm blind, I can't read it
I've read it every word, and every word it says is death
So, Confession - is that the reason that you came
Get it off my chest before I check out of the game
Since you mention it, well there's thirteen things I'll name
Thirteen crosses high above the cold Missouri waters
August 'Forty-Nine, north Montana
The hottest day on record, the forest tinder dry
Lightning strikes in the mountains
I was crew chief at the jump base, I prepared the boys to fly
Pick the drop zone, C-47 comes in low
Feel the tap upon your leg that tells you go
See the circle of the fire down below
Fifteen of us dropped above the cold Missouri waters
Gauged the fire, I'd seen bigger
So I ordered them to sidehill and we'd fight it from below
We'd have our backs to the river
We'd have it licked by morning even if we took it slow
But the fire crowned, jumped the valley just ahead
There was no way down, headed for the ridge instead
Too big to fight it, we'd have to fight that slope instead
Flames one step behind above the cold Missouri waters
Sky had turned red, smoke was boiling
Two hundred yards to safety, death was fifty yards behind
I don't know why I just thought it
I struck a match to waist high grass running out of time
Tried to tell them, Step into this fire I set
We can't make it, this is the only chance you'll get
But they cursed me, ran for the rocks above instead
I lay face down and prayed above the cold Missouri waters
And when I rose, like the phoenix
In that world reduced to ashes there were none but two survived
I stayed that night and one day after
Carried bodies to the river, wonder how I stayed alive
Thirteen stations of the cross to mark to their fall
I've had my say, I'll confess to nothing more
I'll join them now, those that left me long before
Thirteen crosses high above the cold Missouri waters
Thirteen crosses high above the cold Missouri shore
Friday, April 22, 2011
The party's over even before it got started

Wilson's Prom pictures from Parks Victoria.
As the time for our year of travel comes closer, we're trying to tick all the boxes on things we'd like to do before we leave. If you say you want to do overnight hikes in nature near Melbourne, the Great Ocean Walk is usually the first thing people say... "But if you can handle a bit more driving you have to go to Wilson's Promontory."
On the tip of "The Prom" is a lighthouse that has cabins with lots of bunk beds and shared kitchens, just bring your food and sleeping bag... maybe bring your life size body pillow if you can't live without it. We got reservations months in advance and Easter is one of the craziest times of year for tourists.
Well, it turns out that two years ago the Prom was burned badly by wild fires (bush fires). And then a couple weeks ago massive flooding hit and destroyed a lot of infrastructure.

Apparently it was like someone took the prom, tore it up in little pieces and threw it up in the air. Nobody is getting in there anytime soon. Our reservation is not going to help us get across that gap in the bridge.

Plan B may be wreck scuba diving the Ex-HMS Canberra.
Thursday, April 21, 2011
Inundated with goats
Here's a headline you don't see too often...
The floodwater has cleared from the streets of the southern Queensland township in Roma just in time for the annual goat racing carnival. Roma had its fourth major flood in just over a year when the water peaked at 7.6 metres earlier in the week...."Goats will run up the road all right, but put a cart in behind them and they'll want to roll over or go backwards and do all the things that shouldn't be done," he said.
Below is a chart from the Bureau of Meteorology webpage for a nearby river:
Bungil Ck at Tindarra

It may be a bit hard to see, but each vertical line is a day and this shows the last 8 days. The higher the line is, the deeper the river is. The three horizontal words are the flood levels of minor, moderate and major (which roughly translates into "that's annoying", "hey, that's not good" and "sweet lord, this is the end!")
For days and days it was flat at zero, a totally dry channel. Then in 20 minutes there was 4 feet (1.5m) of water, in 2 hours it was 10 feet (3.5m) and in 12 hours it was 24 feet (8m) deep. Even then, they still had enough advance warning to sandbag the town.
All the more remarkable is how quickly it has dropped. Now it's back to only a couple feet deep 2 days later, just in time for Easter weekend.
To me, the graph looks like an elephant inside a snake. Maybe it's a goat?
Monday, April 18, 2011
Chinese weather satellites
This too was a post from a former blog. This is about the Chinese weather remote sensing center.

This picture was taken at the Chinese Meteorological Agency in Beijing in November 2005. I went there for a workshop on monitoring drought. They wanted to set up a drought monitor like we have in the US. It was a mix of talks and table-top type exercises. The food was amazing... Our hosts taught us the saying that the Chinese eat everything with four legs except the table.
This picture was a tour of their central command for managing all the weather satellites (i.e. location, speed, how all the sensors are doing). The man in black I think is the head of the Chinese Academy of Science's environmental division? If you looked to our right there was another bank of computers and then a large display on the wall. I vaguely remember that it wasn't a projection, it was a 5x15 foot LCD screen. I went back to China in 2010 and saw a few more of these wall-sized LCD monitors in meeting rooms.
One strange thing you'll notice is what they're wearing. Whenever someone was doing anything operational (e.g. making a forecast, preparing a map) they'd have on a white lab coat. Not many chemicals to protect yourself from in weather monitoring, but it definitely gave that air of scientist-as-the-modern-techno-priest, separate from the laymen.
During my visit, I found the Chinese Meteorological Agency was surprisingly innovative; it was making products that I had not heard of in the US or Australia. They also had very long records of the weather.
Queensland flood forecasters
This is a post from a former blog of mine in March 2010. It describes a visit to the Bureau of Meteorology's flood warning office in Brisbane. I hope to be doing more visits like this in the coming year.
Here's their building on at 69 Ann St:

It's a professional and modern building, with stunning views from the 21st floor. The flood warning center shares office space with the weather forecasters. Here's one of the meteorologists at work.
I had monitor envy. The guy who does data quality control and monitoring of the rainfall systems gets to work at a station with 6 screens:
Inland Queensland had been flooding on and off since Christmas. During the visit there was a weather briefing from the meteorologists, saying that there was near uniform agreement from the weather models that a major storm was going to cross down from the north coast into the interior. About 5 days ahead, the forecast was that it would drop more than 100 mm in a day, which is about 4 inches.
In addition to output from models run on some of the world's most powerful computers, there's still a lot of work that happens drawing weather patterns on paper maps with colored pencils:
Yearly average rainfall for the interior is about 200-300 mm. So, yeah, 100 mm's a huge deal, especially since the ground was already saturated!
On the left is Peter Baddiley, the head of the Queensland flood forecasting group. When the rainfall scenarios were run through the river models, the response was epic floods. However, 5 days ahead there's so much uncertainty, you try and be very cautious to avoid false alarms. Although a general alert wasn't sent out that day, high level government authorities (including an emergency management representative who had a jacket with the agency's acronym on the back) were brought in and briefed on the situation while I was there.
It brought me right back to when I was an operational forecasting in the US. Is it going to happen, is it not going to happen? Can you trust your models? Could it be even worse than the models suggest? The thrill, the drama, the anticipation. At the same time, you have to not let your emotions get in the way; Pardon the gruesome imagery, but it reminds me of this quote from the movie Jaws
"Sometimes that shark he looks right into ya. Right into your eyes. And, you know, the thing about a shark... he's got lifeless eyes. Black eyes. Like a doll's eyes. When he comes at ya, doesn't seem to be living... until he bites ya, and those black eyes roll over white and then... ah then you hear that terrible high-pitched screamin'."
Nature doesn't care about you. Doesn't care what you think is going to happen. You may fear this or that, or maybe last night you saw a movie about something that plants the seed in your mind of a big drought or flood. But the important thing is to be level headed and objective, pay attention to what the evidence is telling you and always be aware of self-delusion.
In the end, the rainfall was ginormous, widespread areas of heavy rainfall.
The flood response has been big too, large areas in the Major Flood category.
It reminded me that the favorite part of my last job as an operational forecaster was being in that situation of knowing that the tools I had at the time were functional but could be improved. I'd go off and do a bit of tinkering and development and then next time around we'd be better armed to know what was really going to happen. When the event finally unfolded like we thought it would, there was a mix of disbelief and ecstasy that it actually worked and we had been able to discover Truth before it happened. So rarely in life do you discover with certainty that your belief is right or wrong, often you can get by with just arguing for a convincing position. I'd like to think having that experience built character.
My father loved gambling but my mother hated it, so at the very least I got to satisfy that betting urge without losing any money!
Saturday, April 16, 2011
If only we knew
When I was growing up, I would always fantasize about time travel and what I could do if I knew the future. Usually I would want to be a fly on the wall at some historic event, or assassinate a dictator... but as Reaganomics came along, it was explained to me that I should play every move of the stock market to become infinitely rich.

Of course all this is complicated by, say, the paradox caused by meeting myself or changing the course of history. However, nature doesn't know how much people know about it, nor does it care. So it would be OK for the time traveller (above) to go and find out the weather, right?
When forecasting, sometimes the suspense of not knowing was almost too much to bear. "Just once" I thought "I want to know how this will all turn out". I wanted to cheat, to know what nature's cards were, to know how to bet. Perhaps I'd have to sell my soul in an infernal pact but would it be worth it?
The worst part of it all is that so many people are watching rivers and the weather in realtime, it's hard to know who knows what they're talking about. Even if I knew the answer I couldn't explain why I knew... nobody would believe me. I'd say what will happen, it'll happen and they'll think it was a lucky guess.
I met many people who were confident in themselves but, again, nature doesn't care and humiliation is never far off. Seems like knowing the future for sure would be more of a curse than a blessing.
If you could go to the future and know one thing, what would it be? And how would you convince others that you had the right answer?
Whitsett Intake Pumping Plant

In grad school for Hydrology from University of Arizona I once took a 1 credit field trip down the Colorado River. We started at Hoover Dam and drove down to Mexico, talking with water managers and users all down the way. We took water quality samples (by the time we reached Mexico the water being pumped stank of rotten eggs). We asked everyone "who runs the Colorado?" and everyone had a different answer (usually "I do").
One place I remember was a Californian pumping station pictured above (not my photos, look here).
The water comes out of the river and up the pumps through the mountain up to lakes and more pump stations for about 250 miles (400 km).
This place, built in the 1930s has art deco touches. They keep it clean as a cathedral. I went to many churches when growing up so the feeling of being there was familiar.
The quality of construction is beyond anything you would see today, almost like science fiction, but in reverse. The future already happened during the Grand Times of the 1930s and is gone now except for some of the buildings.
In the basement is this turbine/pump. The inner silver metal piece is spinning at a blur. With the consent of our hosts, I reached over the railing and balanced a 5 cent piece on its side on the green metal near the base. This thing is perfectly balanced and has no vibration at all. I took a picture of the nickel while it was standing on its own but lost it when I had a hard-drive crash years ago.
This year I want to visit some amazing structures, behind the scenes. It is getting very difficult with increased security. I have never met anyone who has been inside Hoover Dam's control room, not even Bureau of Reclamation employees.
If you know a place I can go, please let me know! Tom
Monday, April 11, 2011
Welcome!

Everyday around the world, small groups of river forecasters study the state of nature, put science to the test, and have the results held out in front of them. There's no cheating on this exam and there is no denying the score.
Some of the most horrific disasters happen when water gets out of control. While floods come to mind, droughts do more damage with their slow chaos. Yet, when disasters are not happening, society goes on with the daily use of water to keep civilization humming. The forecaster is there all the time, in good times and in bad.
When nature signals its intentions, the forecaster should be the first to know. He or she would then need to know who to contact next. The message should be clear, specific and relevant, able to affect a decision.
I love river forecasting. There, I said it. It feels good.
Do you love forecasting too? Or want to know some more? Leave a comment!
Tom Pagano
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