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Saturday, 21 June 2014

Beauty in nature: fractals


"Clouds are not spheres, mountains are not cones, coastlines are not circles, and bark is not smooth, nor does lightning travel in a straight line."
- Benoit Mandelbrot, introduction to The Fractal Geometry of Nature


Introduction
 Possibly the most remarkable thing about the study of fractals is that there are fractal patterns all around us! Even if you think you don’t know anything about fractals
-yet-, you've still grown up in a world full of fractals.

Many people –including me- are fascinated by the beautiful images that fractals present. Extending beyond the typical perception of mathematics as a body of complicated and boring formulas, fractal geometry mixes art with mathematics to demonstrate that equations are more than just a collection of numbers. What makes fractals even more interesting is that they are the best existing mathematical descriptions of many natural forms, such as coastlines, mountains or parts of living organisms.

A fractal is a pattern that is repeated at different scales, and examples are all around us. Technically, they call these kind of shapes "Self-similar" because a little piece of the shape looks similar to itself. For example, the fern shows a rough self-similarity,  as it’s made of little copies of the same general shape.
                                 
                                           Ferns

Although fractal geometry is closely connected with computer techniques, some people had worked on fractals long before the invention of computers. Some of these were British cartographers, who encountered the problem of measuring the length of Britain coast. The coastline measured on a large scale map was approximately half the length of the coastline measured on a detailed map. The closer they looked, the more detailed and longer the coastline became. They did not realize that they had discovered one of the main properties of fractals.


Properties of fractals
 Two of the most important properties of fractals are self-similarity (as I’ve said above) and non-integer dimension.
What does self-similarity mean? If you look carefully at a fern leaf, you will notice that every little leaf - part of the bigger one - has the same shape that the whole fern leaf has. Thus, you can say that the fern leaf is self-similar. Fractals work in the same way: you can enlarge them many times and after every step you will see the same shape.
The non-integer dimension is more difficult to explain. Classical geometry deals with objects of integer dimensions: zero dimensional points, one dimensional lines and curves, two dimensional plane figures such as squares and circles, and three dimensional solids such as cubes and spheres. However, many natural phenomena are better described using a dimension between two whole numbers, and one of them is fractals.


Fractals in the body
Not only are fractals in the world all around us - they are even inside us! In fact, many of our internal organs and structures display fractal properties.
- The lungs are an excellent example of a natural fractal organ. If you look carefully, you can see that the lungs share the same branching pattern as trees. And it is for good reason! Both the trees and lungs have evolved to serve a similar function - respiration. As they perform a similar function, it should not be surprising that they share a similar structure.


    Lungs 

This is a common concept in science, and it’s known as the Structure-Function Relationship. Many of the fractals in the biological systems have modified their structures in order to perform specific functions.
In the case of lungs and trees, both breathe. In animals, the lungs breathe in oxygen and breathe out CO2. In plants, the process happens inversely and animals and plants are two halves of the same respiratory cycle.  Fractal geometry provides an incredibly useful way to make a very large surface area extremely compact. 


                                                                      
-Blood Vessels:  There are many more examples of fractal branching patterns in our bodies, and blood vessels are one of the most impressive. Every cell in the body must be close to a blood vessel in order to receive oxygen and nutrients. The only way this is possible is through a fractal branching network.

- Fractal Neurons: Our brains are full of fractals! In fact, they couldn't function if not for fractal geometry. The human brain contains approximately 100 billion neurons. Amazingly, there are about 100 trillion synapses, or connections, among these brain cells. That's an average of 1000 connections for a given cell, though some neurons may only make a single connection, while others may have hundreds of thousands of synapses. The axons reach out to make synaptic connections with the dendrites of other neurons. It is the fractal branching pattern of the neuron's axons and dendrites that allows them to communicate with so many other cells.   
                                          Neurons


Fractal Rivers
"All the branches of a watercourse at every stage of its course, if they are of equal rapidity, are equal to the body of the main stream”. - Leonardo da Vinci

Leonardo anticipated the discovery of fractal geometry by his intuitive analysis of natural systems. Similar to the circulatory system in the body, the planet Earth has fractal river networks that transport rainfall from the land to the oceans. Like all fractals, self-similar patterns are formed by the repetition of a simple process over and over.
In the case of a river network, it is formed by rainfall which flows down the hills. In this process, erosion occurs, which forms small channels, and then the next time rain falls it will follow the same path, and make the channels a little bit deeper. Erosion is very powerful, but very slow.


                                         River network from Shaaxi province (China)

One of the remarkable properties of a river network is that it collects a huge amount of rainfall from a very large land area and condenses it into a small area. This explains why a river can keep flowing, even when it hasn't rained recently.
The processes that create rivers are not restricted to the Earth. A similar drainage network has also been identified on the planet Mars. 


                                          River network on planet Mars 



Spirals in nature
- Galaxies are the largest known examples of spirals. A single spiral galaxy may contain a trillion of stars. Interestingly, there is a relatively uniform distribution of stars in a spiral galaxy. The spiral arms are also brighter because they contain many short-lived, extremely bright stars, formed by a rotating spiral wave of star formation. The waves of star formation are made visible because they contain many young and very bright stars that only live a short time, perhaps 10 million years, as compared to the more common stars, such as our sun which live for several billion years.

                                Spiral galaxy

- Hurricanes and typhoons are the largest spiral example here on the Earth. The largest of these storms on record was Typhoon Tip, which measured 2170 km in its diameter. In the Northern hemisphere , they spin counter-clockwise, while in the Southern they spin in a clockwise direction. 


                                         Hurricane Katrina




- The plant kingdom is also full of spirals, as is evidenced in many cacti, flowers, fruits, pinecones, etc.  














Agave cactus


- A nautilus shell serves to illustrate the simple, repetitive process that creates a spiral. The organism keeps expanding by adding sections to its shell. Each section is a little bigger than the one before, and a little bit rotated. The scaling factor and the rotation angle remain the same at every step in the process. It is this simple combination of rotation and expansion that creates the spiral and explains the ubiquity of the spiral.                                                                                                        


                                          Nautilus shell 



Fractal fictions
Fractal geometry has “leaked” into many areas of science, such as astrophysics and the  biological sciences, and has become one of the most important techniques in computer graphics.
But the biggest use of fractals in everyday life is in computer science. Many image compression schemes use fractal algorithms to compress computer graphic files to less than a quarter of their original size. Computer graphic artists use many fractal forms to create textured landscapes and other intricate models. 


                                Fractal graphic 

It is possible to create all sorts of realistic "fractal fakes"; i.e. images of natural scenes, such as lunar landscapes, mountain ranges and coastlines. We can see them in many special effects in Hollywood movies and also in television advertisements. The "Genesis effect" in the film "Star Trek II” was created using fractal landscape algorithms, and in "Return of the Jedi" fractals were used to create the geography of a moon, and to draw the outline of the dreaded "Death Star". 


                                       


Fractal landscape 









                                                                                     Fractal Planet



 Fractal patterns can also be used to model natural objects, allowing us to define our environment mathematically with higher accuracy than ever before.

Many scientists have found that fractal geometry is a powerful tool for uncovering secrets from a wide variety of systems and solving important problems in applied science. The list of known physical fractal systems is long and growing rapidly.
Fractals have improved our precision in describing and classifying organic objects, but they are perhaps not perfect. For many people, fractals will never represent anything more than beautiful pictures.

Scissor Sister


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