SlideShare une entreprise Scribd logo
1  sur  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

Contenu connexe

Plus de Gaetan Lion

Plus 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
 

Dernier

Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
ZurliaSoop
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
heathfieldcps1
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
KarakKing
 

Dernier (20)

Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
Beyond_Borders_Understanding_Anime_and_Manga_Fandom_A_Comprehensive_Audience_...
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
Plant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptxPlant propagation: Sexual and Asexual propapagation.pptx
Plant propagation: Sexual and Asexual propapagation.pptx
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)Jamworks pilot and AI at Jisc (20/03/2024)
Jamworks pilot and AI at Jisc (20/03/2024)
 
How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17How to Add New Custom Addons Path in Odoo 17
How to Add New Custom Addons Path in Odoo 17
 
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
Sensory_Experience_and_Emotional_Resonance_in_Gabriel_Okaras_The_Piano_and_Th...
 
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptxOn_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
On_Translating_a_Tamil_Poem_by_A_K_Ramanujan.pptx
 
Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)Accessible Digital Futures project (20/03/2024)
Accessible Digital Futures project (20/03/2024)
 
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
Jual Obat Aborsi Hongkong ( Asli No.1 ) 085657271886 Obat Penggugur Kandungan...
 
FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024FSB Advising Checklist - Orientation 2024
FSB Advising Checklist - Orientation 2024
 
Towards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptxTowards a code of practice for AI in AT.pptx
Towards a code of practice for AI in AT.pptx
 
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
TỔNG ÔN TẬP THI VÀO LỚP 10 MÔN TIẾNG ANH NĂM HỌC 2023 - 2024 CÓ ĐÁP ÁN (NGỮ Â...
 
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
2024-NATIONAL-LEARNING-CAMP-AND-OTHER.pptx
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptx
 
Sociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning ExhibitSociology 101 Demonstration of Learning Exhibit
Sociology 101 Demonstration of Learning Exhibit
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdfUnit 3 Emotional Intelligence and Spiritual Intelligence.pdf
Unit 3 Emotional Intelligence and Spiritual Intelligence.pdf
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
Salient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functionsSalient Features of India constitution especially power and functions
Salient Features of India constitution especially power and functions
 

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

Notes de l'éditeur

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