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#TWH Follower Article Submission
qubemagazine · 2 years
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New Post has been published on Qube Magazine
New Post has been published on https://www.qubeonline.co.uk/taking-the-heat-out-of-data-centre-energy-costs/
Taking the heat out of data centre energy costs
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NEWS FEATURES FIRE & SECURITY SUBMISSIONS RESOURCES
Faced with potentially disastrous climate change, countries and organisations are urgently seeking ways to reduce their greenhouse gas (GHG) emissions, and one of the most obvious solutions is energy efficiency. Sectors consuming large amounts of energy are therefore under a high degree of scrutiny. The following article explains how cooling efficiencies can be implemented at energy-hungry data centers. It also describes the dramatic cost savings and improvements in environmental performance that are made possible by accurate measurements.
Background Delegates at the COP26 climate conference in Glasgow returned home with the alarming news that the combined Nationally Determined Contributions (NDCs) to reductions in GHG emissions would be insufficient to limit global warming to 1.5 Deg C above pre-industrial levels. Countries and organisations are therefore urgently seeking ways to achieve their Net Zero ambitions.
It has been estimated that the world’s 18 million data centers used 200-250 TWh in 2020 (1) which represents about 1% of global electricity consumption. This heavy power requirement at data centers is driven by IT infrastructure (approx.60% on average) and the associated cooling and air-conditioning systems (approx. 40% on average). To-date energy efficiency improvements at data centers have managed to decouple growth in data traffic from energy use. IT equipment is becoming more efficient, but also cooling systems must be tightly monitored and controlled to minimize energy consumption. With energy costs spiralling, the drivers for optimizing the energy efficiency of data centers are both environmental and financial.
The USA currently has by far the most data centers with 2,670, followed by 452 in the UK, 443 in Germany, and significant numbers in China, the Netherlands, Australia, Canada, France and Japan (2).
The energy costs of data centers and other IT-based activities are facing stricter regulatory measures as governments seek resilience in energy supplies and progress towards Net Zero. In Singapore for example, data centers are responsible for around 7% of electricity consumption and a moratorium on new data centers has only just been lifted (3). In future, existing and new data centers will need to be more efficient. In Ireland, a recent report estimates that 29% of total demand will come from data centers by 2028 (4). In the UK, consultancy firm Carbon3IT estimates that data centers account for at least 12% of UK electricity consumption (5).
Cryptocurrencies are imposing enormous energy demands. Bitcoin mining for example, is increasingly being undertaken by new large data centers, some of which use cheap energy from fossil fuels. The environmental effects of cryptocurrencies are now becoming better understood and this creates risks and challenges for the sector to become more energy efficient. For comparison, it has been estimated (6 & 7) that Bitcoin mining alone uses more energy than some countries – including Norway, Argentina, the Netherlands and Pakistan.
In recent years, the growth in demand for data centers has seen the closure of older inefficient facilities, and the construction of new efficient hyperscale data centers. This has helped to lower the rate of growth in energy consumption. However, with more data being stored in the Cloud and with the development of more IT-based resources such as AI, machine learning, self-driving cars etc. it is commonly accepted that energy demand may grow significantly.
The importance of keeping cool With cooling and air-conditioning (A/C) responsible for around 40% of energy usage, it is clear that this non-IT infrastructure has to be managed as efficiently as possible. However, accurate temperature and humidity control is also vital for the correct functioning of IT equipment.
“In many modern facilities 99.999% uptime is expected; representing annual downtime of just a few minutes. These extremely high levels of performance are necessary because of the importance and value of the data and processes being handled by the IT infrastructure,” says Anu Kätkä, an industry expert from Vaisala.
“Low humidity increases the risk of static electricity, and high humidity can result in condensation. Incorrect or fluctuating temperature can also harm IT devices or shorten their lifetime. It is therefore extremely important that monitoring and control systems are supported by sensors that are stable, accurate and reliable in the long-term. Vaisala devices are capable of temperature measurement accuracy as high as ±0.1 °C and humidity measurement up to ±0.8% RH which is an optimal fit for the data centers. “
Highlighting the importance of accurate sensors, one of Vaisala’s customers has estimated that a mere 1°C in overcooling could increase annual cooling energy costs by up to 8.5 percent. “To put this into perspective, the increased energy costs for a small data center would be over 0.4 million Euros over 10 years, and for a large data center it would cost over 4 million Euros,” Kätkä adds.
In addition to its complete range of sensors for data centers, Vaisala is also the world’s leading manufacturer of meteorological monitoring equipment, which is important because many data centers employ economization; measuring the outdoor environment to enhance the optimization of indoor conditions and to improve energy efficiency.
Answering the growing need for effective process measurements Traditionally, air cooling is employed in data centers, but as rack densities increase, there is a growing demand for more effective cooling systems. Liquid cooling solutions are therefore becoming popular because they are much more effective at removing heat. To support this trend, Vaisala has developed a new high-quality sensor for measuring cooling / heating liquid temperatures.
“The new Vaisala TMI110 is an immersion temperature transmitter, supplied with a calibration certificate and offering excellent response time with accuracy of ±0.1 °C. We are happy to include this product into our portfolio, because customers can now source all of their most important sensors from one supplier – air temperature, humidity and differential pressure sensors for rooms and ducts, meteorological sensors for outdoor weather, and now immersion temperature sensors for cooling systems,” Anu Kätkä concludes.
Summary In comparison with the energy, environmental and financial costs of energy inefficiency, investments in accurate, stable measurement systems are negligible. So, just as space missions are using Vaisala’s measurement technology in the most demanding conditions, data center managers are choosing the same solutions for their most critical environments, here on Earth.
By tightly controlling ventilation and cooling systems with accurate, stable sensors, data center managers can lower energy costs, reduce their carbon footprint and future-proof their sector as the demand for GHG emissions reduction intensifies.
  Taking the heat out of data centre energy costs
NEWS FEATURES FIRE & SECURITY SUBMISSIONS RESOURCES
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thewritershelpers · 4 years
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How to Write (Accurate) Dinosaurs (Follower Article Submission)
By Salvatore Cucinotta
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 Dinosaurs are probably the most popular subject in natural sciences and show up in fiction in so many roles it’s dizzying. But they are rarely shown with any accuracy. Depending on the story, that’s okay, and nothing to be ashamed of. However, the opportunities presented with more accurate dinosaurs can often outstrip the flights of fancy they have often been assigned. There’s a lot to cover, because dinosaurs are a very diverse group of animals, and we’ve learned a lot about them since they were first discovered: Even more things recently that get ignored for the ‘popular conscious’ image of these animals.
If you would like the opportunity to write an article on something you’re passionate about for The Writers’ Helpers, please click here. 
Taxonomy: Understanding through Relatives
 The first thing to understand is about dinosaurs is where they fit in the tree of life. Their taxonomic cousins are Crocodilians, and their direct descendants are birds. This does mean that birds are dinosaurs. Between the two, we have some very interesting and diverse templates to draw from for comparison. We can also make some speculations on things they may have done when the fossil record doesn’t fails us. This article is going to go on with a mixture of things we do know, and things we can infer.  If anything strikes you as off or odd, I fully encourage you to dig deeper on your own.  Heck, by the time this article comes out, a new find or paper could make some major changes to the broad generalities presented here.  But, for now, if you want to get a simplified understanding, Dinosaurs mix some of the best features of crocs and birds, which allowed them to dominate the world for millions of years.
 Jaws and Teeth
 With that settled, let’s focus on the animal piece by piece, starting with the head. Dinosaurs tend to have rather powerful jaws. Tyrannosaurs are famous for it, but the bites of most dinosaurs are nothing to sneeze at. Their modern relatives, Crocs and birds, are rather noted for how powerful their bites can be. This is because they all share a similar muscle structure. They have two pairs of muscles on the back of their head as well as one in the center of their head (between the eye and nose) which are all to make the bite that much more powerful. In many dinosaurs, these show up as holes so they can be clearly seen. By comparisons, mammals only have one pair of extra muscles in the back for jaw reinforcement. This is why crocs can crush bones and parrots can crack Brazil nuts. So it becomes easy to picture: a Hadrosaur pulling off chunks of tree wood in tough times, a ceratopsian munching down an entire bush to its stem, or a tyrannosaur, which have the most powerful jaws among dinosaurs, crunching up the bones of its prey. Their jaws are not to be taken lightly. Other big predators have weaker jaws than Tyrannosaurs, but still enough to leave scratch marks on bones.
 Teeth come next, and dinosaur teeth are as diverse as their diet. The sauropods have simple, peg like teeth for stripping plants. Others, like Ankylosaurs and Stegosasurs have beaks to crop plants, largely forgoing teeth. All these animals likely had gizzards or advanced stomachs or breaking down plant material like modern birds do (we have known examples from Sauropods, but not from the others, but it would make sense). Ceratopsians and Hadrosaurs have massive batteries of teeth for chewing, and powerful ones at that. Ceratopsians shifted their jaws back and forth to chew rather than side to side like mammals do, while Hadrosaurs did something really weird: they flexed their skull. While their lower jaw just moves up and down, the top looks like it’s squeezed by an invisible hand as they separate, which flexes out when the close, grinding any food caught between them as the top teeth slide down and out over the lower set. In life, it would give it very puffy cheeks as it chewed. Finally, predators largely have teeth for slicing flesh and creating gaping wounds in their prey. Except Tyrannosaurs, those animals had more conical teeth for crushing bone and armor, especially Tyrannosaurus rex. After getting a small enough food item in their mouth, they’d then swallow it whole. It seems theropods ripped prey apart like modern birds do, holding it down with a foot and plucking chunks off to be swallowed.
 Tongue Actions
 Staying in the mouth, let’s talk about tongues. Our two modern examples show great extremes. In Crocodilians, their tongues are fused to their jaws, while in birds, they can take a variety of forms. This is generally covered by the hyoid bone and a study from June of 2018 ran through what we have of hyoid bones. The short of it being, most carnivorous dinosaurs and the big long-necked ones had crocodilian tongues (yes, even the birdlike ones), while the Ornithischian dinosaurs (duck-billed dinosaurs, horned and armored dinosaurs, etc.) had tongues and could be a bit more elaborate with them. Given the simple jaws of Ankylosaurs, it is thought that their tongues might have been used to aid in grazing, being large, rough, and possibly used in pulling in food.
 Horns, Frills, Domes, and Other Weirdness
 Now there are dinosaurs that have horns, domes, crests, and other ornamentation on their heads, but they didn’t all use them for the same purposes. In Theropod dinosaurs like Ceratosaurus, Allosaurus, Cryolophosaurus, Carnotaurus, and even Tyrannosaurus rex, the horns, frills, and bumps were most likely display pieces like that of a modern hornbill. They look pretty, but don’t do much else. The Pachycephalosaurs dome heads are often shown ramming each other, and that’s likely accurate. We do have some evidence of lesions from impacts they could not withstand on their massive heads. Now, the Ceratopsian dinosaurs use their horns depending on their family. Chasmosaurine ceratopsians, such as Triceratops, Charmosaurus, and Torosaurus, likely locked horns like deer in shoving matches when battling each other, and used the sturdier horns to defend themselves when they could. Centrosaurine ceratopsians, including Monoclonius, Styracosaurus, and Pachyrhinosaurus did more body shoving and scraping with horns along the frill. So, instead of butting heads, they’d either T-bone their rival, or they’d circle each other to try and flip or knock over their foe. Finally, there’s the big tubes along the heads of lambeosaurine hadrosaurs. These were echo chambers for sound, which will be discussed in more detail below, but in general, these made deep, resonating sounds.
 The frills of Ceratopsians likely served two purposes: defense and display. Display among other members of their species being the primary with defense a secondary bonus. And it wasn’t just bone covered in skin. The frills were covered in a keratin sheath like their horns and beaks, and like the beaks of modern birds. This means that they were quite durable, and possibly even brightly colored in life. It’s also fun to note that Tyrannosaurs had a habit of ripping off those frills in order to eat the thick neck muscles behind them.
 Of course, the thing about Dinosaur heads, especially in Tyrannosaurs, Hadrosaurs, Ceratopsians, and likely Pachycephalosaurs is how much they change as they the animal ages. Ceratopsians show the most change, as they are born with frills and horns that can barely be notices, but which grow into different shapes for each stage of life. Triceratops has 5 distinct growth stages that we can determine so far, and it is likely other horned dinosaurs had similar stages. Hadrosaurs start with ‘cute’ faces, short nose and big eyes, and which elongate as they age. Tyrannosaur skulls deepen and become more robust as they age, to the point where young Tyrannosaurs have more teeth than the adults. Pachycephalosaurs might go through the most changes, starting with horn-covered heads before growing the dome as the horns shrink, but because their remains are rare and usually incomplete, we can’t say this with certainty.
 As a final to-do regarding horned dinosaurs, it has been noted for years that their skulls have massive openings for their nasal passages.  Holes far too big to just be for an enhanced sense of smell.  One hypothesis about them is that they held air sacs that could inflate for display purposes, like that of a modern hooded seal.  If that hypothesis held true, then they would be very showy animals.
 (Almost) Bird Brains
 Our last stop in the head is in the brain. Dinosaur intelligence is hard area to study since brains themselves don’t fossilize, but the braincase gives us some idea of its size and shape, and thus what it could focus on. This is made trickier because of the transition from more reptilian forms to avian ones, but, again, it gives us a rough estimate of what’s going on between their ears. From what we can deduce, animals like Allosaurus and Carcharodontosaurus were about as smart as modern crocodiles, with smarter ones on the way to being bird like. Some, like Tyrannosaurus, are only just, while one of the most intelligent dinosaurs (Troodon) is about 31.5 to 63% of the way to modern bird intelligence.
 This does downplay the movie “Raptors” unlocking doors, or being as smart as crows or parrots, but it doesn’t make them unthinking, unfeeling beasts either. Again, crocodiles are more nuanced than most people are aware. Crocodiles have been seen bringing food to their babies, using very simple tools (putting moss and sticks on them to aid their camouflage), and can be taught a few tricks. They also play. They play with objects (wooden balls, noisy ceramic bits, their prey, floating debris, and even streams of water), they engage in movement play (surfing in waves, using waterslides, and riding currents), and even playing with others. And not just other crocodilians, but otters and even some people. Some of these play bonds can last for years. Crocodilians aren’t just reactive to their environment, they have flexibility in their behavior.
 And no dinosaur has a secondary brain in the back to help out. That is total bunk.
All the Better to See You With
 We can also tell a lot about the animals’ senses from these brain casts. In general, however, we can say that dinosaurs have great senses of smell and eyesight. Their hearing was good, but geared towards hearing lower sounds than humans are used to. This means that overall, the “It can’t see you if you don’t move” trick from Jurassic Park is patently false. Not only could it see you clearly, and in color, but it would just as easily identify a target through scent alone.
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 Resonance
 Moving down to the throat, we enter the realm of figuring out what sounds dinosaurs made. This is a big area of curiosity, especially with the crests of the various Hadrosaurs being full of air tubes like massive instruments. The sounds of those is pretty well known – something like an alpine horn, but that’s not the limit of what sounds they could make. Modern birds would easily be a writer’s first thought. Birds make all sorts of sounds, from hooting owls to the lyrebirds’ perfect mimicry. However, Dinosaurs don’t have the bones for it. Most of those sounds are made with a bone known as the syrinx. This bone evolved in birds after they became their own group, and is found in no non-avian dinosaurs.
 But that doesn’t mean they can’t make noises. Ostriches and bitterns and make booming sounds without the use of their syrinx, and crocodiles are very vocal animals. The chirp of crocodile babies in the nest is well known and documented, as is the mating bellow, and threatening hiss. But there are also calls to alert others to danger, call for help, and even an ‘Umph’ call to assure babies that their mother is near. These tend to be low, deep sounds for the most part, with the mating call going into infrasound ranges. This matches with many types of Dinosaurs. The singing Hadrosaurs and Tyrannosaurs both geared their ears for low frequency sounds. The Hadrosaurs to hear and locate each other, and Tyrannosaurs to listen in and find prey. This means that Tyrannosaurus wouldn’t roar, but something scarier. It could produce this sound without opening its mouth, and even if a hapless human couldn’t hear it, it would reverberate through their entire body.
 Dinosaurs Can’t Play Basketball
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 The next thing to talk about is in the hands. In movies, and even in mounted skeletons, dinosaurs are often shown with their palms facing the ground. It gives raptors a praying mantis-like arm pose and is a product of anthropomorphism. Dinosaurs did not hold their hands like we do. Birds are dinosaurs, and birds hold their hands with their palms facing inward. Maniraptors (a group of dinosaurs including Oviraptor, Velociraptor, and modern birds) could almost fold their arms up like a bird does, though their fingers point to the ground getting only half way to a full bird fold-up. This is important for them because it allows for a ‘flapping’ motion. With this down, they could do all sorts of displays, catching small prey, or execute tighter turns.
 Gut-Punch
 The next topic is inside a dinosaur, and that is gastralia. This, in birds, is known as the sternum or breastbone. In dinosaurs, it’s basically a set of 8 to 21 reverse ribs that run along the line of the stomach. It is known to be present in Crocodiles and the Tuatara, and we have fossil evidence for it in many Theropods and Prosauropods. It seems to be absent from the giant Sauropods and Ornithischian dinosaurs. In life, they provide extra protection and muscle attachment points for the body mostly related to how they breathe.
 Huff and Puff
 Dinosaurs, like their descendants and relatives, have extremely efficient and powerful lungs unlike any other group of animals. They cycle through without pause, cleanly and efficiently. Throw in the hollow bones of Sauropods and Theropods, and like birds they become even more efficient with their breathing. This means they have very high endurance. The marathon flights of birds are a good benchmark for non-bird dinosaurs. It also means they can survive lower oxygen levels than us mammals can with fewer side effects. So the longer a chase scene goes on with a dinosaur, the more likely it’s going to win.
 Serpentine! Serpentine!
 The legs come next, and they are one of the defining features of dinosaurs and birds. They are extremely efficient runners. Their ankles and knees are simple door hinge joints, and their hips connect to their legs with a wheel joint. Even better, dinosaurs have a muscle attaching to the back of their thigh and connecting to their tail, making their run that much more powerful and efficient. So, dinosaurs can run quite well and for long periods of time. But they have trouble on turns. The tail can be used as a lever to aid in turns, but they’d still rather run straight than turn. So, when chased by a dinosaur, the best strategy is to get to cover and zig-zag randomly. Because you sure as hell aren’t outlasting them.
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 Speed wise, dinosaurs can do pretty well. It varies a lot by species. Tracks can tell us some answers, as can biomechanical analysis. It’s hard to pin down, and many a mathematical formula has been put together to try and figure out these speeds, with some variable ranges. The big theropods have a speed range between 10 and 25 mph. Large raptors around 20mph, with their smaller relatives 25-30mph. Smaller therapods can hit up to 45 mph, with the Ornithomimids hitting 50 mph at the most. The hadrosaurs tend towards 25-30mph. Ceratopsians tended to run at most just under 20mph. Armored dinosaurs and large sauropods tend to be the slowest, the fastest of these going roughly 6 mph.
 Like today, predators have quicker pickup than herbivores, who are geared for more long distance running. Throw in all those adaptations for endurance and we have some real marathon runners here. In other words, predators tend to be sprinters, herbivores tend to be distance runners, but both are distance runners compared to mammals.
 Ouch!
 While we’re inside, let’s talk briefly about healing and injury. Dinosaurs are quite robust and tough animals. Their immune system is that of birds and crocodiles. When faced with an infection, their immune system isolates it. This makes it take longer to heal, but prevents septicemia/blood poisoning among other benefits. This does sometimes lead to amputation of toes in some animals. There are instances of healed creatures in many skeletons, though a bad break in a leg or along the spine can still be fatal. They still suffered some diseases. Tyrannosaurus for example has evidence from several individuals of a bone infection that seems to have been spread among them via face biting. Whether this face biting was social interaction of some sorts, violent interspecies conflict, or minor dominance displays while feeding like wolves do today is unknown.
 Warm Blooded, Cold Blooded, or Something In Between?
 At this point, it’s pertinent to mention how active dinosaurs were. The term “Mesotherm” is often put about them, and it seems to fit. They are between “Hot Blooded” Endotherms like birds and mammals, and “Cold Blooded” Ectotherms, like crocodiles and other reptiles. The short of it is, Dinosaurs were on a gradient of activity levels.  Mostly above that of modern crocodiles (who are already geared to be as energy efficient as possible), up to that of modern birds.  They wouldn’t bask in the sun by and large, but could do with less food than a mammal of similar size.  What’s really fun is the cheat they use to assist that even more.  See, most energy in mammals and birds is used to keep us warm and active. But this has a direct relationship with body size.  The smaller an animal is, the more energy is needed to keep it warm.  But large animals can keep themselves warm through their bulk alone. This is sometimes termed “Gigantothermy.”   And dinosaurs hit that sweet spot really well, being able to outdo mammals and be more fuel efficient while doing so.  Still, if the idea of the warmth of a group of mammals seems fanciful, remember: opossums, echidnas, and platypus’ have an average body temperature so low none of them can carry rabies.  
 The Way Out
 Next, we come to an ‘exit’ from the internal stuff: a dinosaur’s butt, because dinosaur butts are weird. See, mammals from horses to humans are … different from other vertebrates. We have separate orifices for releasing both forms of waste as well as our reproductive system. Most other animals, well, they have their waste disposal plant and their amusement park in the same place. This is called a cloaca and is a universal organ for waste and reproduction. Birds, crocs, and dinosaurs have it. Even egg-laying mammals have it. It’s the standard from which modern mammals deviated. Because of this, dinosaurs can’t use urine to mark territory because they have no way of expelling it separate from other excrement. So, dinosaur poo would either be like that of a bird, or like that of a crocodile. On the plus side, this does make them quite good at retaining water, and makes them basically immune to being kicked in the crotch.   
 Eggs, Nests, and Parenting.
 The other thing to come out of that hole, eggs, leads easily into nesting behavior. We only have a few nests we can fully identify, as well as dozens more which we can’t tell who they’re from. And the nests and their uses varied a lot. Some animals were nest bound after hatching, dependent on the parents for food. Others were like young reptiles of today, hatching ready to move and work largely on their own. It is likely, given crocodiles, that there was some parental protection early in life for most species. They had a high number of young, which compensated for the high attrition rates of young individuals. So, even the best mother lizards would lose quite a few children with each brood. In short, seeing a single child from a nest or as a yearling is not only inaccurate, but has extremely depressing implications.
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In general, there were two major methods of nest building: the crocodile method, and the bird method. The crocodile method was taken up by the majority of dinosaurs. This being building a nest of rotting vegetation and covering the eggs, letting the warmth of rotting vegetation incubate the eggs. The latter is far better known, where the parents) use their warmth to incubate the eggs (though they were nested in rotting vegetation as well, a between stage for bird and crocodilian styles as it were). This more modern strategy is only found in smaller animals, and of those, the ones that were heavily feathered.
 Scales, Dino-Fuzz, and Feathers
 Yes, feathers. Dinosaurs have feathers. This is partly because birds are dinosaurs, and partly because of the “Ancestrally Filamentous Hypothesis” where the common ancestor of dinosaurs were likely feathered, or more accurately covered in filaments that are ancestral to feathers. This is because we have dinosaurs on both major branches with feathers and filaments of varying types and it is likely that they are from the same source, but it could be independent evolution as well.
 But what’s really weird about dinosaur feathers is the fact that they are not mutually exclusive (meaning a dinosaur can have feathers and scales, and not just in patches either, but all mixed together), that some of the scales on some dinosaurs might be feathers that have become scales once again, and that there are occasionally multiple stages of feathers present on the same animal. There’s three basic stages (with 5 when you really get down to the nitty gritty things). These are the filament (hollow hair-like feathers somewhat similar looking, though often shorter, than what is seen today in emus and kiwis), plumulaceous (Fluffy down-like feathers), and pennaceous (and branching feathers from a central shaft). The latter are the majority of feather types on a bird, varying in how they are interwoven.
 Armored dinosaurs (Stegosaurs, Ankylosaurs), Pachycephalosaurs, and Sauropods have no direct evidence for feathers on them, and aside from polar animals, very small animals, or sporadic display points probably didn’t have any. The scale impressions we have of sauropods and Ankylosaurs indicate rather crocodilian-like heavy scales, with smaller ones at the joints to ease movement.  This includes the armor which, like the backs of crocodiles, were scales with boney core. And yes, some later Sauropods (such as Saltosaurus and Alamosaurus) did have body armor, though not to the extent of Ankylosaurs.  
 Ceratopsians or Horned dinosaurs have evidence of the first type of feathers on their bodies, namely long quills on the top of the tail of Psittacosaurus (along with a skin of fine scales whose coloration, that is similar to a modern deer, was also preserved). The skin impressions of Triceratops dinosaurs show they had more crocodilian-like armored scales, but also knob points where either spines or feather quills could have grown out. Given the size and placement, they might have been for display structures or they could have been more porcupine-like quill spines. But because this specimen is in the hands of a private collector, it has so far not been studied.
 Ornithopods (duck-billed dinosaurs, Iguanodons, and small herbivores often called “Hypsilophodontids”) have several mummies preserving scaly skin, but Kulindadromeus, a primitive member of this family, had a very distinct body covering. Its face, shins, and tail were scaly, easily enough. But the torso, neck and head were covered in filamentous feathers, while its arms and thighs had plumulaceous coverings. So, it’s possible for Ornithopods to have all sorts of feathers, though it seems the larger ones preferred scales as far as we can tell so far, it doesn’t rule out feathered parts of the body as well, or mixed/alternating scales and feathers like the feet of some birds have.
 Therapod feathers are extremely complicated since they include birds, and show the most diversity. We generally don’t have evidence for feathers in Ceratosaurs, Abeliosaurs, Megalosaurs, Spinosaurs, Allosaurs, or Carcharodontosaurs, but because of what we know of their ancestry, it is possible these animals had at least some filaments in scattered parts for display. Compsognathids and Tyrannosaurs have family members depicting plumulaceous feathers, including Yutyrannus which is so far the largest dinosaur to have such feathers (30ft long).
 From there we get into properly bird-like and the feathers become more obvious. Therizinosaurs have plumulaceous feathers, while Oviraptors, Ornithomimids, and “Raptors” all have pennaceous feathers. Meaning that the latter three had wings. They couldn’t fly with them (well, maybe the juveniles can when they’re small and light enough for it), but they are still useful for a wide variety of things: shading young/eggs when nesting, social displays/mating dances, guiding movement when running like modern ostriches do, to aid in climbing like modern birds use them for (flapping furiously), or to pick up speed while running, or use them for balance when sinking their claws into prey like modern birds of prey do. There are a lot of ways birds use their wings for reasons other than flight, and the same might be true for non-avian dinosaurs that had them.
 But let’s not forget the scales too. The do appear on dinosaurs are for the most part rather small. The scales preserved on tyrannosaurs are best measured in millimeters, with an animal up to 40 ft. long, it would make the skin look rather leathery at a distance, but when you get close to it and feel it, it would be rougher, pebbly, but still rather soft like a bird’s foot. Some animals, like Edmontosaurus had a mosaic of tiny scales where the animal would flex, with sections of larger, bumpier scales in between. And then there are the more armored ones on Sauropods and Ceratopsians. Overall, each dinosaur is going to look different from what you see in Jurassic Park.
 But, in short, a dinosaur with feathers is more accurate than one without them.
Other weird skin-related tissues include: Edmontosaurus annectens of the animal having a crest of soft tissue or wattle like that of a chicken, Tarbosaurus bataar having a throat pouch like a modern frigate bird, and Diplodocus having Iguana-like spines down their back (though how big they are in proportion to the rest of the body is unknown).  
 Modern birds have a myriad of fleshy formations on their heads, as well as bizarre ways of arranging feathers. From turkeys and chickens, to kiwi whiskers and quails topknots, don’t be afraid to use them to lend character to your creatures.
 Colors
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The last part to talk about is color. We actually do know the coloration of a few dinosaurs. Psittacosaurus and a medium sized ankylosaur Borealopelta have deer-like countershading coloration. A tan brown up top with a lighter color for their belly and dark patches around the face or armored scutes. Yes, even armored Ankylosaurs have camouflage. And those were scaly animals for the most part, most color information comes from feathers. Anchiornis feathers are largely black with blotches of gray, splashes of white (forming a white background with black spots across on the wings), and a brilliant red crest. Sinosauropteryx has a color pattern very similar to that of a modern coati, orange-brown up top with a lighter belly, bandit-mask of orange-brown over its face and white/orange-brown stripes running up its tail like a ring-tailed lemur. Finally, the proto-bird dinosaurs Archaeopteryx and Microraptor were black for the most part, with Archaeopteryx having white tips, and Microraptor’s black being more iridescent-black.
 This means that, color wise, we have a lot of options between these findings and what we see in modern birds. Animals that rely on camouflage would do their best to match their environment: browns, greens, and blacks being common. But we’d also see brilliant colors for display, possibly leading to dances that go with the colors. Predatory dinosaurs might have colorations similar to eagles and hawks of today. Think first of where the animal lives and what it’s doing. Then you’re going to have to think of birds or other animals that fill a similar basic role and see what catches your eye.
 I Blame Society
 There’s only so much we can say about behavior that is not tied to the body directly. Footprints tell us some things, but only give us short scenes. Still, we can say a few things with some confidence. There are three ways Dinosaurs group together. The first is in what is best termed a flock. They travel among their own kind as a group for protection. We see this in sauropod trackways, mass grave sites of ceratopsians, and among hadrosaur group nesting sites. It seems Ankylosaurs were mostly solitary. Other dinosaurs seemed to form smaller groups if at all. The next structure is rare and rather speculative: a pack. Popularised among “raptors”, there is also evidence for this among some Tyrannosaurs. A pack is a family unit with parents and children being raised together, sometimes in expanded form. It’s common in mammals, but rare in modern dinosaurs. Only the Harris Hawk displays this social structure, though crows have something...similar, but different crows are always outsmarting things. The last is possibly the most frightening: a bask. Crocodiles can be social animals. In fact, many are. They gather together in certain locations they know food to be plentiful and wait together for it to show up. This is probably best exemplified by the river crossings of wildebeest and zebra in Africa. Crocodiles gather at these points to wait for their prey to arrive, and then work together to take down prey as well as rip it apart. There is evidence of such basks being used by Allosaurus and it is not much of a stretch to extend it to related animals. They gathered by a watering hole in the dry season and took down prey that came to drink.
 Wrap-up and Further Reading
 This is a lot to digest, but it should give you a very solid handle on how to handle dinosaurs going forward in your stories. They are weird and wonderful animals, but never forget that they are animals and not monsters.  It’s fun to hype of the deadliness of predators, but remember: the most dangerous animal in Africa is an herbivore, as are most of the “African Big 5”.  Herbivores are more likely to (and more willing to) kill than predators.  They just want an easy meal.
If you want more information, and can’t make it to a museum to talk up a volunteer or a resident paleontologist, I suggest checking out the tumblr A Dinosaur a Day, the youtube series Your Dinosaurs are Wrong from the Geek Group, as well as the youtube channel Trey the Explainer.
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thewritershelpers · 6 years
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