Science
is heavily biased towards European countries or towards America. In the
process of enforcing this western education, we have killed what was
"scientific" and "Indian".
Every educated or Un-educated Indian was following a local Indian calendar system. Using this system, people knew planetary position of sun, moon and most of the planets.. They were very well aware of the seasons and associated cyclical patterns. For example food pattern, rainy season, sickness period (diseases that spreads seasonally due to mosquito, parasites etc), Water conservation etc.
People also knew when to spend money, when to conserve resources, comfortable time to travel, convenient time to take time off from occupation and encourage culture, art etc...Things were planned and activities happened with lot of predictability.
So, there was lot of cyclical pattern all aligned to nature. By introducing a western calendar and western education, now, people do not know anything. Just look at the picture below. Summer, Autumn, Spring, Winter are shown. These 4 variety is Europe centric. In India, we see 3 seasons (Summer, Monsoon and Winter). Will India experience summer between 21st June and 21st Sept (Between Summer Solstice and Autumn Equinox)?? But that is what the schools teach kids in India.
In coastal Konkan / Kerala regions, people see only two seasons (Monsoon and Summer). Winter is very short or there may be rains in winter also. Similarly in North people see 3 seasons. Himachal and Kashmir, people may experience all 4 seasons (as they see cold and extreme cold months, while summer may be very short). Due to diversity, teaching one solution may make the people dumb and they may not be trained or prepared to handle situation in their local environment, as they do not understand it as it reveals itself.
Planning as per western calendars is disruptive. Hindu festival dates keep changing from year to year. In trying to please west, Indian govt has caused Unnecessary burden on all Indians. By destroying the traditional knowledge, people have missed their natural planning cycles. Now, no body plans anything. Everything is chaotic. Due to this chaotic nature, things are not in optimal fashion and India is paying a heavy price for the inefficiency.
I have given couple of pictures to show, how western system actually maps to Indian system.
![No automatic alt text available.](https://scontent.fblr4-1.fna.fbcdn.net/v/t1.0-9/34814389_144921473036558_620321147308736512_n.png?_nc_cat=0&oh=abf643eb51871ed8bd9f13884f49c425&oe=5BB06F4D)
![No automatic alt text available.](https://scontent.fblr4-1.fna.fbcdn.net/v/t1.0-9/34841063_144957553032950_8781233255702593536_n.png?_nc_cat=0&oh=24d27783edf98fd47251ec97f96110cb&oe=5BBCF102)
See western summer and Indian summer. Then you know, how govt's education policy has destroyed the farmers traditional knowledge. A farmer is quoted as an un-educated fool, who still banks on unpredictable rains. Grows excess food, when not in demand and suffers due to unproductive expenditure (& loan burden) during drought days.
![Image result for Indian farmer in drought](https://www.livemint.com/rf/Image-621x414/LiveMint/Period1/2012/07/05/Photos/Drought621.jpg)
Rains are very much predictable in India. Unlike west, where rainy conditions change with in a day, rains in India happens due to monsoon. True there are couple of parameters that alters the cycle (lik El-Nino, Indian Ocean Dipole etc, But they are also cyclical). As the parameters are cyclical, it is not difficult to predict rainy season. The exact days and how much rains may need some weather models. But by employing statistical methods, these cycles can also be approximated to a acceptable level. The errors in statistical models may not affect much
60 year study suggests, Indian traditional rain prediction is fairly acceptable. They are acceptable, because, rains in India is fairly cyclical and Panchanga systems are invented mainly to predict rains. It is also a mathematical model. Corrections were incorporated after observing patterns over long long time. Check the prediction and actuals below.
(http://www.indiaenvironmentportal.org.in/files/Traditional%20almanac%20predicted%20rainfall.pdf)
Prediction
![No automatic alt text available.](https://scontent.fblr4-1.fna.fbcdn.net/v/t1.0-9/34934454_145780992950606_7878681251798843392_n.png?_nc_cat=0&oh=2a9b8983c4c34baea557106d7a938147&oe=5B7E0DB8)
Actual Data
![No automatic alt text available.](https://scontent.fblr4-1.fna.fbcdn.net/v/t1.0-9/34864823_145781152950590_5910763524950327296_n.png?_nc_cat=0&oh=63ad483c31a03853b9d2e0ec96240441&oe=5BC3A18A)
A cyclical patterns can be identified by normalizing data (See the red curve, indicating cyclical pattern).
![](data:image/png;base64,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)
In ancient times, Farmers were the most advanced group, who operated very efficiently. India was prosperous due to its food security and surplus grains. Many community lunches were hosted to make use of the excess food grains. Milk products and salt were distributed free of cost. Only due to the farmers India flourished. Only due to farmers, other professions got their revenues and life. Today, we are trying to dominate the farmer, who was the end pay master. In the name of giving services to a farmer, we are demeaning the services delivered by farmers to the society. This is not good. India made lot of money in the past, by exporting its surplus. Today, India hardly exports any grains. By neglecting Indian farmer, India will endanger its own food security. Without food security, India will not be able to sustain any other achievements. Food is the basic necessity. Instead of achieving a global super giant status in IT, India must had the goal of achieving the same status in agriculture. World should have looked for India for any agrarian problem. Then India had the strategic advantage.
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We are teaching complex calculus to every body, Hardly 1% may use it. We are not teaching common sense knowledge, like seasons to our kids. We are not teaching economics, while everyone needs this branch of science to understand, How oneself will link to prosperity of the nation (also required to understand supply-demand gaps and resulting price variations)?. An general education in economy could help in reducing black marketing. Similarly, ignorance of law is not an excuse in courts. But not even 1 IPC section is taught in schools. Citizens are kept completely in dark regarding legal knowledge. Civilian society is based on legal frameworks. For prosperity of democracy, everyone should understand the fundamental laws of the country, especially common law, law of contracts and personal laws. A reasonable criminal law is also required to be understood. But our education teaches something in hurry or people are made to concentrate on science and maths, ignoring these important basic knowledge, so that, they continue to suffer through out their life.
I do not think, we enjoy our freedom in this country. Un wanted things with little value are marketed and thrust on people. Till these fundamental issues are set right, talking about genuine progress will be simply a talk in Air.
Every educated or Un-educated Indian was following a local Indian calendar system. Using this system, people knew planetary position of sun, moon and most of the planets.. They were very well aware of the seasons and associated cyclical patterns. For example food pattern, rainy season, sickness period (diseases that spreads seasonally due to mosquito, parasites etc), Water conservation etc.
People also knew when to spend money, when to conserve resources, comfortable time to travel, convenient time to take time off from occupation and encourage culture, art etc...Things were planned and activities happened with lot of predictability.
So, there was lot of cyclical pattern all aligned to nature. By introducing a western calendar and western education, now, people do not know anything. Just look at the picture below. Summer, Autumn, Spring, Winter are shown. These 4 variety is Europe centric. In India, we see 3 seasons (Summer, Monsoon and Winter). Will India experience summer between 21st June and 21st Sept (Between Summer Solstice and Autumn Equinox)?? But that is what the schools teach kids in India.
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In coastal Konkan / Kerala regions, people see only two seasons (Monsoon and Summer). Winter is very short or there may be rains in winter also. Similarly in North people see 3 seasons. Himachal and Kashmir, people may experience all 4 seasons (as they see cold and extreme cold months, while summer may be very short). Due to diversity, teaching one solution may make the people dumb and they may not be trained or prepared to handle situation in their local environment, as they do not understand it as it reveals itself.
Planning as per western calendars is disruptive. Hindu festival dates keep changing from year to year. In trying to please west, Indian govt has caused Unnecessary burden on all Indians. By destroying the traditional knowledge, people have missed their natural planning cycles. Now, no body plans anything. Everything is chaotic. Due to this chaotic nature, things are not in optimal fashion and India is paying a heavy price for the inefficiency.
I have given couple of pictures to show, how western system actually maps to Indian system.
![No automatic alt text available.](https://scontent.fblr4-1.fna.fbcdn.net/v/t1.0-9/34814389_144921473036558_620321147308736512_n.png?_nc_cat=0&oh=abf643eb51871ed8bd9f13884f49c425&oe=5BB06F4D)
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See western summer and Indian summer. Then you know, how govt's education policy has destroyed the farmers traditional knowledge. A farmer is quoted as an un-educated fool, who still banks on unpredictable rains. Grows excess food, when not in demand and suffers due to unproductive expenditure (& loan burden) during drought days.
![Image result for Indian farmer in drought](https://www.livemint.com/rf/Image-621x414/LiveMint/Period1/2012/07/05/Photos/Drought621.jpg)
Rains are very much predictable in India. Unlike west, where rainy conditions change with in a day, rains in India happens due to monsoon. True there are couple of parameters that alters the cycle (lik El-Nino, Indian Ocean Dipole etc, But they are also cyclical). As the parameters are cyclical, it is not difficult to predict rainy season. The exact days and how much rains may need some weather models. But by employing statistical methods, these cycles can also be approximated to a acceptable level. The errors in statistical models may not affect much
60 year study suggests, Indian traditional rain prediction is fairly acceptable. They are acceptable, because, rains in India is fairly cyclical and Panchanga systems are invented mainly to predict rains. It is also a mathematical model. Corrections were incorporated after observing patterns over long long time. Check the prediction and actuals below.
(http://www.indiaenvironmentportal.org.in/files/Traditional%20almanac%20predicted%20rainfall.pdf)
Prediction
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Actual Data
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A cyclical patterns can be identified by normalizing data (See the red curve, indicating cyclical pattern).
In ancient times, Farmers were the most advanced group, who operated very efficiently. India was prosperous due to its food security and surplus grains. Many community lunches were hosted to make use of the excess food grains. Milk products and salt were distributed free of cost. Only due to the farmers India flourished. Only due to farmers, other professions got their revenues and life. Today, we are trying to dominate the farmer, who was the end pay master. In the name of giving services to a farmer, we are demeaning the services delivered by farmers to the society. This is not good. India made lot of money in the past, by exporting its surplus. Today, India hardly exports any grains. By neglecting Indian farmer, India will endanger its own food security. Without food security, India will not be able to sustain any other achievements. Food is the basic necessity. Instead of achieving a global super giant status in IT, India must had the goal of achieving the same status in agriculture. World should have looked for India for any agrarian problem. Then India had the strategic advantage.
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We are teaching complex calculus to every body, Hardly 1% may use it. We are not teaching common sense knowledge, like seasons to our kids. We are not teaching economics, while everyone needs this branch of science to understand, How oneself will link to prosperity of the nation (also required to understand supply-demand gaps and resulting price variations)?. An general education in economy could help in reducing black marketing. Similarly, ignorance of law is not an excuse in courts. But not even 1 IPC section is taught in schools. Citizens are kept completely in dark regarding legal knowledge. Civilian society is based on legal frameworks. For prosperity of democracy, everyone should understand the fundamental laws of the country, especially common law, law of contracts and personal laws. A reasonable criminal law is also required to be understood. But our education teaches something in hurry or people are made to concentrate on science and maths, ignoring these important basic knowledge, so that, they continue to suffer through out their life.
I do not think, we enjoy our freedom in this country. Un wanted things with little value are marketed and thrust on people. Till these fundamental issues are set right, talking about genuine progress will be simply a talk in Air.
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