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ITECH7406 Business Intelligence and Data Warehousing - Data Analysis Assignment, Federation University Australia

Purpose: To encourage and provide students on-hands experiences of using SAP or Watson Analytics tools to explore, extract and analyse enterprise data.

The topic will be on environmental issues. Your main task is to apply any of the analytical tools to develop innovative analytics visualization solutions and predictive models with regards to environment.

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Answer - PLASTIC MARINE POLLUTION

ABSTRACT

Pollution level has become crisis in the globe of that the plastic pollution is the major concern in the global pollution scenario. The plastic dumped everywhere and anywhere so what happens the dumping of the plastic has caused the landfills instead of plants only plastic filling is surrounding. The plastic did not leave the ocean too it got accumulated over the latitudes and causing serious issues. To analyze how plastic can affect marine life we are going to analyze various questions on the plastic marine pollution. The results analysis will be discussed and the recommendation made was to use less plastic.

INTRODUCTION

Today's world is a plastic world it is surrounding us in all ways of life. It has become a part of our day today activity. The invention of the plastic in 20 th century has created a fame for its use as it is the cheapest product of all products. Nowadays wherever you go its plastic world. The plastic depending on the chemical composition land on a part of the soil takes years and decades to degrade or split into small piece and to the extent never degrades (An analysis of the plastic in europe, 2017). All the items in the day to day activity include plastic the food or the beverage we drink consist of the plastic. The plastic is a long chain compound that is formed from a monomer. The plastic used mainly include PET, Polyethylene, High Density Polyethylene, and Polypropylene. Micro plastics the major concern in the ocean pollution is found throughout the ocean when fishing found in net (Jenna Jambeck, 2014). The [plastic particles when depleted breakdown into photodegradable by the UV light from the sun, where UV light from the sun acts on the Polymer composition to break the particles into small particles. This breakdown of the oxygen atom may take years in the landfill but in the ocean it may get more delayed due to lack of the sunlight. the Plastic Fragments over time micro plastics results. Animals in the ocean ingest these tiny particles and 85 percent shoreline pollution issue to micro plastics (An analysis of the plastic in europe, 2017). This tiny pieces of plastics are found in the sea animals that human often like to eat include fish, shrimp, mussels and oyster. Micro plastics are from microfibers and this leads to most of the pollution in the micro plastics are from the microfibers that include washing of the clothes and many washable water that flow through river into the oceans (An analysis of the plastic in europe, 2017).

In 2015 a study on plastic waste management the 2010 data predicted that the 8 million tone of the plastic that is entering the ocean are mainly from the land area every year actual filling will be around 4.5 to 4.8 million tones . The plastic fill grocery bags are filling the coastal line in years to come. The comprehensive study on the plastic waste shows most of the waste are from the ship debris and the waste from ship also being dumped into the ocean (Jenna Jambeck, 2014). The plastic particles are swept into the sea during natural calamities like tsunami, cyclone, and hurricanes were the plastic into the ocean increases.

In another study it was found that the most of the plastic debris into the ocean are from the run out of rivers into the ocean. The rivers inhibit the ocean the Asia and African rivers were there is millions of population of the people living in the nearby ocean areas. Most of the global population lives near the sea and accounts for the pollution of the marine. Those who do not live near ocean also contribute to marine living (An analysis of the plastic in europe, 2017).

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Mistakes happen when cargo ship looses cargo container in the sea due to human error. The natural disaster will wash away the plastic containers, covers and the beverage bottle into the ocean very quickly (Jenna Jambeck, 2014) (An analysis of the plastic in europe, 2017).

When tsunami and earthquake happen in Japan in the year 2011 nearly five million tons of debris were ingested into the ocean. It is estimated that half the million contributed to the plastic deposits in the ocean (Jenna Jambeck, 2014). As of 2016 the world produce about 386 million tones of plastic of which the single use plastic includes bottles ,straws, that which are discarded immediately after use. Nearly 6.3 Billion of the plastic waste is only single use plastic waste that is being dumped into the water surface of the ocean (Jenna Jambeck, 2014). Of the produced only 9 percent is being recycled. Remaining 91% is being thrown as waste. In 2017 survey listed that the 8.3 billion tones of plastic produced notes that the recycling delay causes the count of the disposal. Twelve percent of plastic produce has been incinerated and the remaining for the disposal (Jenna Jambeck, 2014).

The floating Plastics are easily spot table and are easy to collect through the net for disposal. Nearly all plastic are subjected to disposal in the landslide area. In 2014 it was estimated that there are 5.25 trillions of plastics floating in the ocean. In a 2017 study reported that 79000 metric tons of the plastic float in the great garbage in the pacific and the 2017 the plastic debris fall on the ocean floor and the 8.3 million metric tons being settle on the ocean bottom (Jenna Jambeck, 2014).

Plastic Pollution Facts and Stats

The plastic pollution has become a crisis in this technological world. The most population are found in the ocean where people dump the waste into the beaches the pollution is found in more populated beaches as well less populated beaches. The pollution spreads from highly tourist areas to inhabited area and no where it is safe. Micro plastics inhibit Arctic Sea. In 1950 2.5 billion produced 1.5 million tons of plastic. In 2016 a global population of billion people produced 320 tones of plastic and this will double in 2034. Everyday 8 million plastics find their way into the our ocean. The floating of the micro and macro plastics accounts to around 5.25 trillion pieces floating in the ocean weighing up to 269000 tons in the ocean. Plastic makes 60to 90% of all debris in the ocean. Approximately 5200 marine pollution is caused by spread of the plastic for every mile in the ocean. The plastic bottles of number 150 has surrounded every mile of the UK. The recent studies and Stastical report predicts that the 100% of marine turtles, 59% of whales, 36% of seals and 40% of seabird species examined. The plastic dumping in ocean has killed nearly 100000 species of the marine living in the ocean and one million sea birds are killed annually (Plastic pollution facts and stats, 2016).

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Methodology

The methodology includes the predicting the data using the plastic pollution in the marine species. The species includes fishes, turtles, sea birds and the sea seals are the most affected by the plastic in the ocean. The questions asked include the affected by the plastic materials. The micro plastic gets ingested into the marine living causing pollution and the injury in the marine intestine. The wildlife gets affected in the ocean by the floating plastic. The IBM Watson is used to analyze the effect of the plastic material in the ocean and it is distribution in the ocean and the latitude and longitude spread of the waste ocean. The double the count has occurred in the plastic marine pollution. The spread of the debris is also analyzed in the ocean.

RESULTS AND DISCUSSION

What is the trend of the number of info over date by text?

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The Trend of the plastic pollution in the world wide in the global solution and the pollution is increasing worldwide due to increase in pollution. The bay of Bengal has most of the pollution as the sea state are near the coastal line. The coastal population is increasing day by day and the increase in population and increase in the pollution on the state due to increase in the plastic packaging material distributed throughout the ocean .The micro plastic has increased in billion deposition in the ocean causing danger to the marine living causing serious injuries to the marine living. The increase is from the 2013 and further increase is from 2016. The dumping continues and in the landfill to ocean. Most of the coastal areas has become the tourist spot nowadays so the plastic packaging foods usage has also increased in recent years in these coastal areas.

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What is the number of rows compared by states?

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The percentage increase in marine pollution is increasing in the developing contries and in the developing technology. The plastic the non biodegradable are being in production from decades and in recent years the usage has increased leading to the pollution in the habited and inhabited areas. The spread of the pollution material is wide spread in the ocean and the level of the marine is also increasing day by day. The waste from the plastic packaging is main source of the pollutant in the landfill area . when given state wise report the plastic are dumped landfill than in the ocean. The number of the plastic flow into the ocean is calculated by plastic entering the state and the effect of through the ingestion. When we compare state wise the ingestion is a biodiversity one for which the marine eat plastic and the human consume them and the cause of the effect is more when consumed.

What is the Predictive Model for the Source?

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The predictive model for the source is the use of plastic packing material in an important aspect of the plastic pollution. The sources include the industrial effluent. The waste from textile and the plastic packing are the main source of the pollution in the environment. The predictive sources includes grocery bags, bottles made out of PET, the single use plastic straws. The usage of these items increases day by day and most of them lye in the landfill that are carried away by winds into the ocean. The graph represents the predictive strength to be 63% in the world run.

What is the CD4/Km2 in number, date?

The CD4 has increased to a distance of per km. the increases in level cause the oxygen in the ocean to deplete causing the marine life in danger. The depletion of the plastic into the ocean has increased a lot the carbon particles break into small pieces leading to oxygen depletion as this plastic break into small pieces because of the photo degradation resulting in the increase opf the pollution in the water debris. The extent of the spread of the floating debris along with the planktons the plastics also floats.

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What is the comparison of the WD1 over the Cd4/km2?

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The increase in the WD1 g/km2 and the CD 4/km2 has increased in the recent years as population has increased in the recent years to the above analysis. The graph predicts the range of The WD1 and Cd4 values in the ocean. The accumulation of the plastic debris is wide spread around the north Atlantic . Plastic deposit are accumulating in convergence zone in the worldwide. The planktons were net tow were conducted with neutson net the spread was accounted for every CD /km2 the spread was studied and the analysis was done.

What are the most important Values of the Sea State?

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The most important values of the sea state includes 4, 3 and 1 value of billion plastic deposits in the ocean. The number of states subjected to marine debris pollution includes the dumping.

What is number of latitude for each CD4/Km2?

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The number of latitude for the spread of the planktons is very high when compared in simple. Measured plastic concentrations from more than 2500 surface plankton net tows were used to determine spatial patterns in the distribution of floating plastic debris, to evaluate three oceanographic numerical models of variable design that predict accumulation patterns of surface debris, and to investigate temporal changes in the average amount of debris in the region of highest concentration. The debris has spread wider through out the latitude of the CD4/km2 . the planktons were monitored and the plastic debris were collected with the net and the spread was calculated. The plastic marine pollution accountable for wide spread of the planktons along with the debris.

What is the number of latitude foe each source?

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The number of latitude for the source varies from the material to material it may vary according to latitudinal distribution of the state or the coastal area. All this latitudinal extension is for the debris spread over the ocean. Up to which latitude is the spread taken place. The ocean cannot be totally filled by plastic debris but instead it can be filled to some distance that distance might be latitude or longitude (Kara Lavender Law, 2014).

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Facts about Plastic Pollution

  • In los angels the plastic grocery bags, the beverage bottles accounts to 10 metric tons of the plastic fragments.
  • Over the last ten years the plastic production has increased with the growing population.
  • The 5 percent of the plastic we use are single use plastics only
  • Enough of plastic are thrown every year to surround the earth
  • 185 pounds of plastic per year are thrown by Americans
  • Plastic accounts for the 10 percent of the waste generated.
  • 35 billions of the water bottle are thrown by Americans every year.
  • Plastic in the ocean breaks down into such small segments that pieces of plastic from a one liter bottle could end up on every mile of beach throughout the world.

Impact of the plastic on the marine life

Marine plastic pollution has 265 species world wide as a result of ingestion, starvation, suffocation, infection and drowning environment and it is observed and assumed that instead of more fish there will be more plastic in the ocean . As these will definitely kill the marine species.

Conclusion

The conclusion for this paper is simple the ocean is the prosperous property of the world if it gets affected the whole of the ecology will be affected. There will be not pure water if this ocean gets affected it gets depleted leading the marine life into disaster. The marine species dies inside the ocean and floats, what will be the situation of the globe entirely the environment and eh ecological balance to get affected. To preserve the ecology we should protect the plastic waste being dumped into the ocean. Use biodegradable plastics and the materials stop using plastic.

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