SlideShare uma empresa Scribd logo
1 de 11
Using the NASS data to Measure the
  Impact of Bee Colony Collapse
 Disorder (CCD) on US Agriculture

           Gaetan Lion
          August 22, 2011
                              1
Introduction
The Media has given extensive coverage
on the bee Colony Collapse Disorder
(CCD), a mysterious condition associated
with a decimation of bee colonies during
the mid 2000s. In turn, the Media has
conveyed the crisis it represents for US
agriculture as many crops rely extensively
on bee pollination. We will investigate
those assertions studying the NASS data.

                                     2
The number of Bee Colonies




           Source: NASS




While the Media has frequently mentioned loss of 30% per year in bee
colonies starting in 2005, the NASS records show this is a wild exaggeration.
Over the entire period, the loss has been less than 1% per year.      3
Annual % change in # of Bee Colonies




                                                        Source: NASS


The drop in bee colonies in 2005 was nowhere near 30% (this supposedly massive
loss was attributed to CCD). Instead, it was only – 5.6%. When looking at the
longer data set going back to 1986, you see up and down cycles. And, the impact
of CCD in 2005 looks more like an otherwise natural down cycle that was short
when compared with the 1991 – 1996 down cycle.                         4
Hollywood’s really bad timing…




                                                                   Source: NASS



This documentary conveying a crisis “Vanishing of the Bees” came out in October
2009, just as bee colonies experienced their most rapid 2-year growth in the history
of the disclosed NASS data (see ellipse in graph). A more accurate title for this
documentary would have been “Resurging Bees.”
                                                                       5
Relation between Bees and Crops




     Source: NASS


Out of seven major crops supposedly greatly dependent on bee pollination,
four have a negative correlation with number of bee colonies, one has no
relationship with bee colonies, and only two have a positive relationship with
bee colonies.
                                                                     6
An interesting case: Almonds
     Some crops, including…almonds, depends
     entirely on the honey bee… [Quote from ABF]

                            The NASS data suggests
                            something different. It would
                            readily support that bees are
                            bad for almonds. Given that
                            this is botanically not the case,
                            we have to conclude that if
                            bees are so critical to almonds,
                            we have far more bees than
                            we need to grow almonds.
                            And, that’s why the scatter plot
                            could show a negative
                            relationship between the two.
                            How else could you explain it?

                                             7
Another look at Bees vs Almonds




We standardized the NASS data (# of bee colonies vs almond production) so we
could more readily compare the two data sets on a similar scale. One can
observe the perplexing strong negative relationship between the two. When bee
colonies increase, almond production decreases and vice versa.       8
Another case: Cherries
 Some crops, including … cherries, are 90%
 dependent on honey bee. [Quote from ABF].


                       Again the NASS data is not
                       supportive of the above ABF
                       statement. Here the scatter plot
                       illustrates a relationship
                       between bees and cherry
                       production that is fairly close to
                       random. If we accept this is not
                       botanically true, again this
                       graph suggests we must have
                       plenty more bees than we need
                       to grow cherries.

                                           9
Another look at Bees vs Cherries




We standardized the NASS data (# of bee colonies vs cherries production) so we
could more readily compare the two data sets on a similar scale. As is, one can
readily observe a random relationship between the two.             10
Conclusion
• The bees are more resilient than the Media or the ABF
  convey. The CCD crisis is overhyped.
• Bee colonies are in the midst of a resurgence (2009 &
  2010). The Media has ignored this fact. It will pay
  attention to bees upon their next natural down cycle.
• The relationship between bee colonies and crops relying
  on bees for pollination is not strong. This suggests there
  are more than enough bees to do the job. Thus, the next
  downturn in bee colonies should not cause a food
  shortage.



                                                    11

Mais conteúdo relacionado

Mais de Gaetan Lion

Mais de Gaetan Lion (20)

Global Aging.pdf
Global Aging.pdfGlobal Aging.pdf
Global Aging.pdf
 
Cryptocurrencies as an asset class
Cryptocurrencies as an asset classCryptocurrencies as an asset class
Cryptocurrencies as an asset class
 
Can you Deep Learn the Stock Market?
Can you Deep Learn the Stock Market?Can you Deep Learn the Stock Market?
Can you Deep Learn the Stock Market?
 
Can Treasury Inflation Protected Securities predict Inflation?
Can Treasury Inflation Protected Securities predict Inflation?Can Treasury Inflation Protected Securities predict Inflation?
Can Treasury Inflation Protected Securities predict Inflation?
 
How overvalued is the Stock Market?
How overvalued is the Stock Market? How overvalued is the Stock Market?
How overvalued is the Stock Market?
 
The relationship between the Stock Market and Interest Rates
The relationship between the Stock Market and Interest RatesThe relationship between the Stock Market and Interest Rates
The relationship between the Stock Market and Interest Rates
 
Life expectancy
Life expectancyLife expectancy
Life expectancy
 
Comparing R vs. Python for data visualization
Comparing R vs. Python for data visualizationComparing R vs. Python for data visualization
Comparing R vs. Python for data visualization
 
Will Stock Markets survive in 200 years?
Will Stock Markets survive in 200 years?Will Stock Markets survive in 200 years?
Will Stock Markets survive in 200 years?
 
Standardization
StandardizationStandardization
Standardization
 
Is Tom Brady the greatest quarterback?
Is Tom Brady the greatest quarterback?Is Tom Brady the greatest quarterback?
Is Tom Brady the greatest quarterback?
 
Regularization why you should avoid them
Regularization why you should avoid themRegularization why you should avoid them
Regularization why you should avoid them
 
Basketball the 3 pt game
Basketball the 3 pt gameBasketball the 3 pt game
Basketball the 3 pt game
 
Japan vs. US comparison on numerous dimensions
Japan vs. US comparison on numerous dimensionsJapan vs. US comparison on numerous dimensions
Japan vs. US comparison on numerous dimensions
 
Climate change model forecast global temperature out to 2100
Climate change model forecast global temperature out to 2100Climate change model forecast global temperature out to 2100
Climate change model forecast global temperature out to 2100
 
The next 200 years and beyond
The next 200 years and beyondThe next 200 years and beyond
The next 200 years and beyond
 
Macroeconomic relationships
Macroeconomic relationshipsMacroeconomic relationships
Macroeconomic relationships
 
Climate Change Model
Climate Change ModelClimate Change Model
Climate Change Model
 
Bayesian clinical test
Bayesian clinical testBayesian clinical test
Bayesian clinical test
 
Marin County Drought Analysis
Marin County Drought AnalysisMarin County Drought Analysis
Marin County Drought Analysis
 

Último

Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
kauryashika82
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
QucHHunhnh
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
heathfieldcps1
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
ciinovamais
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Krashi Coaching
 

Último (20)

Advance Mobile Application Development class 07
Advance Mobile Application Development class 07Advance Mobile Application Development class 07
Advance Mobile Application Development class 07
 
microwave assisted reaction. General introduction
microwave assisted reaction. General introductionmicrowave assisted reaction. General introduction
microwave assisted reaction. General introduction
 
Class 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfClass 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdf
 
Z Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot GraphZ Score,T Score, Percential Rank and Box Plot Graph
Z Score,T Score, Percential Rank and Box Plot Graph
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 
Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)Software Engineering Methodologies (overview)
Software Engineering Methodologies (overview)
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
Mattingly "AI & Prompt Design: Structured Data, Assistants, & RAG"
 
The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13The Most Excellent Way | 1 Corinthians 13
The Most Excellent Way | 1 Corinthians 13
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 
Paris 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activityParis 2024 Olympic Geographies - an activity
Paris 2024 Olympic Geographies - an activity
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
Accessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impactAccessible design: Minimum effort, maximum impact
Accessible design: Minimum effort, maximum impact
 
Disha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdfDisha NEET Physics Guide for classes 11 and 12.pdf
Disha NEET Physics Guide for classes 11 and 12.pdf
 
The basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptxThe basics of sentences session 2pptx copy.pptx
The basics of sentences session 2pptx copy.pptx
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Activity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdfActivity 01 - Artificial Culture (1).pdf
Activity 01 - Artificial Culture (1).pdf
 
Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..Sports & Fitness Value Added Course FY..
Sports & Fitness Value Added Course FY..
 
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
Kisan Call Centre - To harness potential of ICT in Agriculture by answer farm...
 

The impact of change in bee population on crop production

  • 1. Using the NASS data to Measure the Impact of Bee Colony Collapse Disorder (CCD) on US Agriculture Gaetan Lion August 22, 2011 1
  • 2. Introduction The Media has given extensive coverage on the bee Colony Collapse Disorder (CCD), a mysterious condition associated with a decimation of bee colonies during the mid 2000s. In turn, the Media has conveyed the crisis it represents for US agriculture as many crops rely extensively on bee pollination. We will investigate those assertions studying the NASS data. 2
  • 3. The number of Bee Colonies Source: NASS While the Media has frequently mentioned loss of 30% per year in bee colonies starting in 2005, the NASS records show this is a wild exaggeration. Over the entire period, the loss has been less than 1% per year. 3
  • 4. Annual % change in # of Bee Colonies Source: NASS The drop in bee colonies in 2005 was nowhere near 30% (this supposedly massive loss was attributed to CCD). Instead, it was only – 5.6%. When looking at the longer data set going back to 1986, you see up and down cycles. And, the impact of CCD in 2005 looks more like an otherwise natural down cycle that was short when compared with the 1991 – 1996 down cycle. 4
  • 5. Hollywood’s really bad timing… Source: NASS This documentary conveying a crisis “Vanishing of the Bees” came out in October 2009, just as bee colonies experienced their most rapid 2-year growth in the history of the disclosed NASS data (see ellipse in graph). A more accurate title for this documentary would have been “Resurging Bees.” 5
  • 6. Relation between Bees and Crops Source: NASS Out of seven major crops supposedly greatly dependent on bee pollination, four have a negative correlation with number of bee colonies, one has no relationship with bee colonies, and only two have a positive relationship with bee colonies. 6
  • 7. An interesting case: Almonds Some crops, including…almonds, depends entirely on the honey bee… [Quote from ABF] The NASS data suggests something different. It would readily support that bees are bad for almonds. Given that this is botanically not the case, we have to conclude that if bees are so critical to almonds, we have far more bees than we need to grow almonds. And, that’s why the scatter plot could show a negative relationship between the two. How else could you explain it? 7
  • 8. Another look at Bees vs Almonds We standardized the NASS data (# of bee colonies vs almond production) so we could more readily compare the two data sets on a similar scale. One can observe the perplexing strong negative relationship between the two. When bee colonies increase, almond production decreases and vice versa. 8
  • 9. Another case: Cherries Some crops, including … cherries, are 90% dependent on honey bee. [Quote from ABF]. Again the NASS data is not supportive of the above ABF statement. Here the scatter plot illustrates a relationship between bees and cherry production that is fairly close to random. If we accept this is not botanically true, again this graph suggests we must have plenty more bees than we need to grow cherries. 9
  • 10. Another look at Bees vs Cherries We standardized the NASS data (# of bee colonies vs cherries production) so we could more readily compare the two data sets on a similar scale. As is, one can readily observe a random relationship between the two. 10
  • 11. Conclusion • The bees are more resilient than the Media or the ABF convey. The CCD crisis is overhyped. • Bee colonies are in the midst of a resurgence (2009 & 2010). The Media has ignored this fact. It will pay attention to bees upon their next natural down cycle. • The relationship between bee colonies and crops relying on bees for pollination is not strong. This suggests there are more than enough bees to do the job. Thus, the next downturn in bee colonies should not cause a food shortage. 11

Notas do Editor

  1. \n
  2. \n
  3. \n
  4. \n
  5. \n
  6. \n
  7. \n
  8. \n
  9. \n
  10. \n
  11. \n